diff --git a/Quantum-Supply-Chain-Manager/Classical_fair.ipynb b/Quantum-Supply-Chain-Manager/Classical_fair.ipynb new file mode 100644 index 0000000..280fa34 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/Classical_fair.ipynb @@ -0,0 +1,828 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fair Model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the quantum models, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage.\n", + "\n", + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install --upgrade pip\n", + "# !pip uninstall tensorflow --y\n", + "# !pip install tensorflow" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In case you dont want to work with GPU uncommenr the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'\n", + "os.environ['CUDA_VISIBLE_DEVICES'] = '-1'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import the labraries as pandas to load the csv file, numpy for the seed, keras and tensorflow the framework for generate the machine learning methods as neurnal networks, and sklearn for the metrics." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# load csv file\n", + "import pandas as pd\n", + "\n", + "# numpy to the seed \n", + "import numpy as np\n", + "\n", + "# load csv fileframework to neural networks\n", + "import tensorflow as tf\n", + "\n", + "#Method forthe neural network\n", + "from keras.regularizers import l2\n", + "from keras.models import Sequential\n", + "from keras.layers import Dense, Dropout\n", + "\n", + "#save as image the model summary\n", + "from keras.utils.vis_utils import plot_model\n", + "\n", + "# librariesto plot\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline \n", + "import seaborn as sns\n", + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\", category=DeprecationWarning) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### Random seed for reproducibility\n", + "\n", + "In the same case of reproducing the code it is important to consider the numpy seed, for this purpose the following cell is used" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(123)\n", + "tf.random.set_seed(123)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For neuran networks is important to normalize and check the distribution of the variables for that exist the variable StandarScaler that \n", + " - Scaling by Normalization or min-max scaling\n", + " - Scaling by mean and standard deviation or standardization\n", + " \n", + "1. StandardScaler is a function used to standardize the data .\n", + "2. Standardized value for x is computed as (x-mean(column))/standard deviation(column). " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "scale = StandardScaler()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
StandardScaler()
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "StandardScaler()" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scale.fit(X_train)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Apply the StandardScaler to the train and test sets" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "X_train_std = scale.transform(X_train)\n", + "X_test_std = scale.transform(X_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check the values after that" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([-0.08878785, 0.99245064, -0.07217543, -0.12087906, -0.13114244,\n", + " -0.1312855 , -0.08861196, -0.08968266, -0.09519565, -0.10915324,\n", + " -0.07271837, -0.07898323, 0.27210453, 0.19214586, -0.09095412,\n", + " 0.3788279 ]),\n", + " 0)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train_std[1], y_train[1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The model \n", + "Using the same classicla model with a balance close to 50% for both classes." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-07-26 22:36:35.981185: E tensorflow/stream_executor/cuda/cuda_driver.cc:271] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = Sequential()\n", + "\n", + "model.add(Dense(25, input_dim=16, activation='relu', kernel_regularizer=l2(1e-6),kernel_initializer=\"glorot_normal\"))\n", + "model.add(Dropout(0.5))\n", + "model.add(Dense(8, activation='relu',kernel_regularizer=l2(1e-6), kernel_initializer=\"glorot_normal\"))\n", + "model.add(Dropout(0.5))\n", + "\n", + "model.add(Dense(1, activation='sigmoid',kernel_regularizer=l2(1e-6), kernel_initializer=\"glorot_normal\"))\n", + "\n", + "plot_model(model, to_file='model_plot.png', show_shapes=True, show_layer_names=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since they are unbalanced values, it is common to deal with the Area under the ROC Curve(AUC)\n", + "\n", + "this works using True Positive Rate and False Positive Rate, where they are defined as :\n", + "\n", + "- **True Positive Rate (TPR)** is a synonym for recall and is therefore defined as follows:\n", + "$$\n", + "T P R=\\frac{T P}{T P+F N}\n", + "$$\n", + "- **False Positive Rate (FPR)** is defined as follows:\n", + "$$\n", + "F P R=\\frac{F P}{F P+T N}\n", + "$$\n", + "\n", + "metric instead of accuracy, therefore both were selected to train the model with the Adam optimizer. Using binary crossentropy because is a binary classification \n", + "\n", + "$$\\operatorname{Loss}=-\\frac{1}{\\begin{array}{c}\n", + "\\text { output } \\\\\n", + "\\text { size }\n", + "\\end{array}} \\sum_{i=1}^{\\substack{\\text { output } \\\\\n", + "\\text { size }}} y_{i} \\cdot \\log \\hat{y}_{i}+\\left(1-y_{i}\\right) \\cdot \\log \\left(1-\\hat{y}_{i}\\right).\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Compile model\n", + "auc = tf.keras.metrics.AUC()\n", + "model.compile(loss='binary_crossentropy', optimizer=\"Adam\", metrics=['accuracy',auc])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Using 100 epochs a batch size of 32, with a validation split of 0.2 of the train data" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/100\n", + "50/50 [==============================] - 1s 5ms/step - loss: 0.7900 - accuracy: 0.5556 - auc: 0.4721 - val_loss: 0.7819 - val_accuracy: 0.3125 - val_auc: 0.0000e+00\n", + "Epoch 2/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.7510 - accuracy: 0.5788 - auc: 0.5012 - val_loss: 0.7884 - val_accuracy: 0.2550 - val_auc: 0.0000e+00\n", + "Epoch 3/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.7148 - accuracy: 0.6056 - auc: 0.5008 - val_loss: 0.7906 - val_accuracy: 0.2450 - val_auc: 0.0000e+00\n", + "Epoch 4/100\n", + "50/50 [==============================] - 0s 925us/step - loss: 0.6828 - accuracy: 0.6181 - auc: 0.5406 - val_loss: 0.8101 - val_accuracy: 0.2175 - val_auc: 0.0000e+00\n", + "Epoch 5/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6929 - accuracy: 0.6156 - auc: 0.5438 - val_loss: 0.8379 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 6/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.7060 - accuracy: 0.6194 - auc: 0.5278 - val_loss: 0.8362 - val_accuracy: 0.1750 - val_auc: 0.0000e+00\n", + "Epoch 7/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6739 - accuracy: 0.6356 - auc: 0.5729 - val_loss: 0.8541 - val_accuracy: 0.1700 - val_auc: 0.0000e+00\n", + "Epoch 8/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6793 - accuracy: 0.6319 - auc: 0.5484 - val_loss: 0.8561 - val_accuracy: 0.1625 - val_auc: 0.0000e+00\n", + "Epoch 9/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6903 - accuracy: 0.6356 - auc: 0.5396 - val_loss: 0.8589 - val_accuracy: 0.1550 - val_auc: 0.0000e+00\n", + "Epoch 10/100\n", + "50/50 [==============================] - 0s 985us/step - loss: 0.6735 - accuracy: 0.6294 - auc: 0.5527 - val_loss: 0.8655 - val_accuracy: 0.1400 - val_auc: 0.0000e+00\n", + "Epoch 11/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6720 - accuracy: 0.6381 - auc: 0.5636 - val_loss: 0.8764 - val_accuracy: 0.1225 - val_auc: 0.0000e+00\n", + "Epoch 12/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6583 - accuracy: 0.6269 - auc: 0.5681 - val_loss: 0.8830 - val_accuracy: 0.1125 - val_auc: 0.0000e+00\n", + "Epoch 13/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6693 - accuracy: 0.6344 - auc: 0.5895 - val_loss: 0.8937 - val_accuracy: 0.1150 - val_auc: 0.0000e+00\n", + "Epoch 14/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6545 - accuracy: 0.6419 - auc: 0.5780 - val_loss: 0.8968 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 15/100\n", + "50/50 [==============================] - 0s 931us/step - loss: 0.6616 - accuracy: 0.6369 - auc: 0.5757 - val_loss: 0.8906 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 16/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6418 - accuracy: 0.6494 - auc: 0.5974 - val_loss: 0.8928 - val_accuracy: 0.1175 - val_auc: 0.0000e+00\n", + "Epoch 17/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6547 - accuracy: 0.6300 - auc: 0.5886 - val_loss: 0.9022 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 18/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6508 - accuracy: 0.6406 - auc: 0.5902 - val_loss: 0.9179 - val_accuracy: 0.0900 - val_auc: 0.0000e+00\n", + "Epoch 19/100\n", + "50/50 [==============================] - 0s 939us/step - loss: 0.6498 - accuracy: 0.6456 - auc: 0.5855 - val_loss: 0.9025 - val_accuracy: 0.1025 - val_auc: 0.0000e+00\n", + "Epoch 20/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6466 - accuracy: 0.6356 - auc: 0.6081 - val_loss: 0.9184 - val_accuracy: 0.1025 - val_auc: 0.0000e+00\n", + "Epoch 21/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6414 - accuracy: 0.6463 - auc: 0.6011 - val_loss: 0.9119 - val_accuracy: 0.1050 - val_auc: 0.0000e+00\n", + "Epoch 22/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6445 - accuracy: 0.6338 - auc: 0.6216 - val_loss: 0.9223 - val_accuracy: 0.1075 - val_auc: 0.0000e+00\n", + "Epoch 23/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6397 - accuracy: 0.6456 - auc: 0.6131 - val_loss: 0.9237 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 24/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6402 - accuracy: 0.6388 - auc: 0.6138 - val_loss: 0.9288 - val_accuracy: 0.1175 - val_auc: 0.0000e+00\n", + "Epoch 25/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6430 - accuracy: 0.6419 - auc: 0.6146 - val_loss: 0.9257 - val_accuracy: 0.1200 - val_auc: 0.0000e+00\n", + "Epoch 26/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6376 - accuracy: 0.6431 - auc: 0.6155 - val_loss: 0.9242 - val_accuracy: 0.1200 - val_auc: 0.0000e+00\n", + "Epoch 27/100\n", + "50/50 [==============================] - 0s 984us/step - loss: 0.6414 - accuracy: 0.6381 - auc: 0.6245 - val_loss: 0.9246 - val_accuracy: 0.1250 - val_auc: 0.0000e+00\n", + "Epoch 28/100\n", + "50/50 [==============================] - 0s 921us/step - loss: 0.6313 - accuracy: 0.6525 - auc: 0.6421 - val_loss: 0.9392 - val_accuracy: 0.1050 - val_auc: 0.0000e+00\n", + "Epoch 29/100\n", + "50/50 [==============================] - 0s 971us/step - loss: 0.6321 - accuracy: 0.6438 - auc: 0.6332 - val_loss: 0.9407 - val_accuracy: 0.1200 - val_auc: 0.0000e+00\n", + "Epoch 30/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6452 - accuracy: 0.6425 - auc: 0.6086 - val_loss: 0.9394 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 31/100\n", + "50/50 [==============================] - 0s 852us/step - loss: 0.6378 - accuracy: 0.6469 - auc: 0.6224 - val_loss: 0.9324 - val_accuracy: 0.0975 - val_auc: 0.0000e+00\n", + "Epoch 32/100\n", + "50/50 [==============================] - 0s 941us/step - loss: 0.6303 - accuracy: 0.6500 - auc: 0.6382 - val_loss: 0.9405 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 33/100\n", + "50/50 [==============================] - 0s 949us/step - loss: 0.6330 - accuracy: 0.6475 - auc: 0.6408 - val_loss: 0.9412 - val_accuracy: 0.1250 - val_auc: 0.0000e+00\n", + "Epoch 34/100\n", + "50/50 [==============================] - 0s 968us/step - loss: 0.6406 - accuracy: 0.6369 - auc: 0.6385 - val_loss: 0.9325 - val_accuracy: 0.1225 - val_auc: 0.0000e+00\n", + "Epoch 35/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6299 - accuracy: 0.6469 - auc: 0.6475 - val_loss: 0.9308 - val_accuracy: 0.1325 - val_auc: 0.0000e+00\n", + "Epoch 36/100\n", + "50/50 [==============================] - 0s 937us/step - loss: 0.6308 - accuracy: 0.6406 - auc: 0.6420 - val_loss: 0.9450 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 37/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6337 - accuracy: 0.6494 - auc: 0.6395 - val_loss: 0.9366 - val_accuracy: 0.1125 - val_auc: 0.0000e+00\n", + "Epoch 38/100\n", + "50/50 [==============================] - 0s 977us/step - loss: 0.6381 - accuracy: 0.6388 - auc: 0.6302 - val_loss: 0.9399 - val_accuracy: 0.1000 - val_auc: 0.0000e+00\n", + "Epoch 39/100\n", + "50/50 [==============================] - 0s 996us/step - loss: 0.6338 - accuracy: 0.6419 - auc: 0.6477 - val_loss: 0.9522 - val_accuracy: 0.0725 - val_auc: 0.0000e+00\n", + "Epoch 40/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6321 - accuracy: 0.6506 - auc: 0.6314 - val_loss: 0.9572 - val_accuracy: 0.0775 - val_auc: 0.0000e+00\n", + "Epoch 41/100\n", + "50/50 [==============================] - 0s 942us/step - loss: 0.6328 - accuracy: 0.6375 - auc: 0.6317 - val_loss: 0.9386 - val_accuracy: 0.1050 - val_auc: 0.0000e+00\n", + "Epoch 42/100\n", + "50/50 [==============================] - 0s 974us/step - loss: 0.6275 - accuracy: 0.6494 - auc: 0.6513 - val_loss: 0.9338 - val_accuracy: 0.1125 - val_auc: 0.0000e+00\n", + "Epoch 43/100\n", + "50/50 [==============================] - 0s 881us/step - loss: 0.6296 - accuracy: 0.6394 - auc: 0.6471 - val_loss: 0.9417 - val_accuracy: 0.1250 - val_auc: 0.0000e+00\n", + "Epoch 44/100\n", + "50/50 [==============================] - 0s 916us/step - loss: 0.6283 - accuracy: 0.6406 - auc: 0.6440 - val_loss: 0.9506 - val_accuracy: 0.1450 - val_auc: 0.0000e+00\n", + "Epoch 45/100\n", + "50/50 [==============================] - 0s 971us/step - loss: 0.6229 - accuracy: 0.6538 - auc: 0.6487 - val_loss: 0.9303 - val_accuracy: 0.1750 - val_auc: 0.0000e+00\n", + "Epoch 46/100\n", + "50/50 [==============================] - 0s 920us/step - loss: 0.6324 - accuracy: 0.6538 - auc: 0.6379 - val_loss: 0.9146 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 47/100\n", + "50/50 [==============================] - 0s 943us/step - loss: 0.6226 - accuracy: 0.6525 - auc: 0.6539 - val_loss: 0.9226 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 48/100\n", + "50/50 [==============================] - 0s 883us/step - loss: 0.6185 - accuracy: 0.6519 - auc: 0.6671 - val_loss: 0.9242 - val_accuracy: 0.1925 - val_auc: 0.0000e+00\n", + "Epoch 49/100\n", + "50/50 [==============================] - 0s 987us/step - loss: 0.6222 - accuracy: 0.6650 - auc: 0.6532 - val_loss: 0.9066 - val_accuracy: 0.1925 - val_auc: 0.0000e+00\n", + "Epoch 50/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6307 - accuracy: 0.6406 - auc: 0.6424 - val_loss: 0.9126 - val_accuracy: 0.1875 - val_auc: 0.0000e+00\n", + "Epoch 51/100\n", + "50/50 [==============================] - 0s 984us/step - loss: 0.6216 - accuracy: 0.6594 - auc: 0.6551 - val_loss: 0.9318 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 52/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6218 - accuracy: 0.6500 - auc: 0.6575 - val_loss: 0.9431 - val_accuracy: 0.1675 - val_auc: 0.0000e+00\n", + "Epoch 53/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6258 - accuracy: 0.6569 - auc: 0.6468 - val_loss: 0.9201 - val_accuracy: 0.1725 - val_auc: 0.0000e+00\n", + "Epoch 54/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6268 - accuracy: 0.6513 - auc: 0.6483 - val_loss: 0.9188 - val_accuracy: 0.1725 - val_auc: 0.0000e+00\n", + "Epoch 55/100\n", + "50/50 [==============================] - 0s 924us/step - loss: 0.6269 - accuracy: 0.6450 - auc: 0.6560 - val_loss: 0.9255 - val_accuracy: 0.1575 - val_auc: 0.0000e+00\n", + "Epoch 56/100\n", + "50/50 [==============================] - 0s 993us/step - loss: 0.6154 - accuracy: 0.6637 - auc: 0.6645 - val_loss: 0.9294 - val_accuracy: 0.1750 - val_auc: 0.0000e+00\n", + "Epoch 57/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6202 - 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0.2100 - val_auc: 0.0000e+00\n", + "Epoch 68/100\n", + "50/50 [==============================] - 0s 891us/step - loss: 0.6067 - accuracy: 0.6600 - auc: 0.6927 - val_loss: 0.8971 - val_accuracy: 0.2025 - val_auc: 0.0000e+00\n", + "Epoch 69/100\n", + "50/50 [==============================] - 0s 999us/step - loss: 0.6168 - accuracy: 0.6531 - auc: 0.6624 - val_loss: 0.9056 - val_accuracy: 0.2025 - val_auc: 0.0000e+00\n", + "Epoch 70/100\n", + "50/50 [==============================] - 0s 955us/step - loss: 0.6119 - accuracy: 0.6488 - auc: 0.6794 - val_loss: 0.9053 - val_accuracy: 0.1950 - val_auc: 0.0000e+00\n", + "Epoch 71/100\n", + "50/50 [==============================] - 0s 964us/step - loss: 0.6074 - accuracy: 0.6644 - auc: 0.6822 - val_loss: 0.9026 - val_accuracy: 0.1975 - val_auc: 0.0000e+00\n", + "Epoch 72/100\n", + "50/50 [==============================] - 0s 972us/step - loss: 0.6141 - accuracy: 0.6594 - auc: 0.6694 - val_loss: 0.9244 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 73/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6055 - accuracy: 0.6550 - auc: 0.6794 - val_loss: 0.9116 - val_accuracy: 0.1950 - val_auc: 0.0000e+00\n", + "Epoch 74/100\n", + "50/50 [==============================] - 0s 928us/step - loss: 0.6060 - accuracy: 0.6650 - auc: 0.6859 - val_loss: 0.9100 - val_accuracy: 0.2125 - val_auc: 0.0000e+00\n", + "Epoch 75/100\n", + "50/50 [==============================] - 0s 985us/step - loss: 0.6077 - accuracy: 0.6619 - auc: 0.6841 - val_loss: 0.9043 - val_accuracy: 0.2175 - val_auc: 0.0000e+00\n", + "Epoch 76/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5996 - accuracy: 0.6706 - auc: 0.6940 - val_loss: 0.8941 - val_accuracy: 0.2125 - val_auc: 0.0000e+00\n", + "Epoch 77/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6099 - accuracy: 0.6562 - auc: 0.6836 - val_loss: 0.9068 - val_accuracy: 0.2050 - val_auc: 0.0000e+00\n", + "Epoch 78/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6037 - accuracy: 0.6631 - auc: 0.6994 - val_loss: 0.9070 - val_accuracy: 0.2100 - val_auc: 0.0000e+00\n", + "Epoch 79/100\n", + "50/50 [==============================] - 0s 918us/step - loss: 0.6056 - accuracy: 0.6662 - auc: 0.6879 - val_loss: 0.9047 - val_accuracy: 0.2150 - val_auc: 0.0000e+00\n", + "Epoch 80/100\n", + "50/50 [==============================] - 0s 979us/step - loss: 0.6007 - accuracy: 0.6612 - auc: 0.6960 - val_loss: 0.8826 - val_accuracy: 0.2075 - val_auc: 0.0000e+00\n", + "Epoch 81/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5941 - accuracy: 0.6619 - auc: 0.7098 - val_loss: 0.8903 - val_accuracy: 0.2075 - val_auc: 0.0000e+00\n", + "Epoch 82/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6027 - accuracy: 0.6625 - auc: 0.6920 - val_loss: 0.8758 - val_accuracy: 0.2050 - val_auc: 0.0000e+00\n", + "Epoch 83/100\n", + "50/50 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0s 1ms/step - loss: 0.5970 - accuracy: 0.6769 - auc: 0.6915 - val_loss: 0.8696 - val_accuracy: 0.2200 - val_auc: 0.0000e+00\n", + "Epoch 89/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5965 - accuracy: 0.6769 - auc: 0.7089 - val_loss: 0.8699 - val_accuracy: 0.2275 - val_auc: 0.0000e+00\n", + "Epoch 90/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5909 - accuracy: 0.6744 - auc: 0.7120 - val_loss: 0.8797 - val_accuracy: 0.2250 - val_auc: 0.0000e+00\n", + "Epoch 91/100\n", + "50/50 [==============================] - 0s 967us/step - loss: 0.5919 - accuracy: 0.6662 - auc: 0.7109 - val_loss: 0.8753 - val_accuracy: 0.2275 - val_auc: 0.0000e+00\n", + "Epoch 92/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5972 - accuracy: 0.6650 - auc: 0.7005 - val_loss: 0.8778 - val_accuracy: 0.2175 - val_auc: 0.0000e+00\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 93/100\n", + "50/50 [==============================] - 0s 859us/step - loss: 0.5982 - accuracy: 0.6587 - auc: 0.7104 - val_loss: 0.8648 - val_accuracy: 0.2225 - val_auc: 0.0000e+00\n", + "Epoch 94/100\n", + "50/50 [==============================] - 0s 900us/step - loss: 0.5874 - accuracy: 0.6781 - auc: 0.7151 - val_loss: 0.8816 - val_accuracy: 0.2300 - val_auc: 0.0000e+00\n", + "Epoch 95/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5781 - accuracy: 0.6869 - auc: 0.7294 - val_loss: 0.8404 - val_accuracy: 0.2350 - val_auc: 0.0000e+00\n", + "Epoch 96/100\n", + "50/50 [==============================] - 0s 979us/step - loss: 0.5816 - accuracy: 0.6706 - auc: 0.7241 - val_loss: 0.8642 - val_accuracy: 0.2375 - val_auc: 0.0000e+00\n", + "Epoch 97/100\n", + "50/50 [==============================] - 0s 938us/step - loss: 0.5828 - accuracy: 0.6781 - auc: 0.7192 - val_loss: 0.8466 - val_accuracy: 0.2425 - val_auc: 0.0000e+00\n", + "Epoch 98/100\n", + "50/50 [==============================] - 0s 912us/step - loss: 0.5835 - accuracy: 0.6850 - auc: 0.7225 - val_loss: 0.8818 - val_accuracy: 0.2725 - val_auc: 0.0000e+00\n", + "Epoch 99/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5849 - accuracy: 0.6819 - auc: 0.7170 - val_loss: 0.8112 - val_accuracy: 0.3275 - val_auc: 0.0000e+00\n", + "Epoch 100/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5854 - accuracy: 0.6744 - auc: 0.7210 - val_loss: 0.8544 - val_accuracy: 0.2550 - val_auc: 0.0000e+00\n" + ] + } + ], + "source": [ + "model_history = model.fit(X_train_std, y_train, epochs=100,\n", + " batch_size=32, \n", + " validation_split=0.2, shuffle=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Predictions\n", + "\n", + "After that we used the predictions of the train and test set" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "train_pred = model.predict(X_train_std)\n", + "test_pred = model.predict(X_test_std)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "to convert the predict values into the classes was designed an condition that looks as " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "y_train_pred = (model.predict(X_train_std) > 0.5).astype(\"int32\")\n", + "y_test_pred = (model.predict(X_test_std) > 0.5).astype(\"int32\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Getting evaluation metrics and evaluating model performance\n", + "\n", + "Using different metrics as \n", + "\n", + "- accuracy\n", + "- precision\n", + "- recall\n", + "- f1 score\n", + "- cohen_kappa\n", + "- roc_auc\n", + "\n", + "\n", + "The results of the train are important to check the F1 score and ROC AUC, they are \n", + "\n", + "- F1 score: 0.413999\n", + "- ROC AUC: 0.606500\n", + "\n", + "they are worst with respect the imbalance but good to comapre with a quantum model" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.606500\n", + "Precision: 0.810496\n", + "Recall: 0.278000\n", + "F1 score: 0.413999\n", + "Cohens kappa: 0.213000\n", + "ROC AUC: 0.606500\n", + "[[935 65]\n", + " [722 278]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "accuracy = accuracy_score(y_train, y_train_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_train, y_train_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_train, y_train_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_train, y_train_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_train, y_train_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_train, y_train_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "train_matrix = confusion_matrix(y_train, y_train_pred)\n", + "print(train_matrix)\n", + "ax = sns.heatmap(train_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The results of the test are important to check the F1 score and ROC AUC, they are \n", + "\n", + "- F1 score: 0.338028\n", + "- ROC AUC: 0.598467\n", + "\n", + "they are worst with respect the imbalance but good to comapre with a quantum model" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.809222\n", + "Precision: 0.464396\n", + "Recall: 0.265722\n", + "F1 score: 0.338028\n", + "Cohens kappa: 0.236103\n", + "ROC AUC: 0.598467\n", + "[[4684 346]\n", + " [ 829 300]]\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Quantum-Supply-Chain-Manager/Data analysis.ipynb b/Quantum-Supply-Chain-Manager/Data analysis.ipynb new file mode 100644 index 0000000..c05fb15 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/Data analysis.ipynb @@ -0,0 +1,2077 @@ +{ + "cells": [ + { + "attachments": { + "backorder-600x300.jpg": { + "image/jpeg": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Introduction \n", + "\n", + "\n", + "The problem being considered in this section is the prediction of a **backorder**. This is about an order that you cannot be fulfilled at a given time because there is not enough inventory or the item is out of stock, but you can guarantee delivery of the product in the future. Unlike the out-of-stock situation, in the backorder situation customers can purchase the items and place the order as they will be guaranteed delivery in the future, i.e., it is an order with a delayed delivery date.\n", + "\n", + "![backorder-600x300.jpg](attachment:backorder-600x300.jpg)\n", + "\n", + "
Fig 1. Product storage (Figure obtained from here\n", + ").
\n" + ] + }, + { + "attachments": { + "WooCommerce-backorder-product-table-770x155.jpg": { + "image/jpeg": 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+ } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## why backorders are a real problem?\n", + "\n", + "For many companies and businesses currently spread their products online with them there are platforms like [Amazon](https://www.amazon.com/) that helps some to share the products, but these tend to be run by intermediaries, ie people who manage to sell you the item and they communicate with suppliers. All situations that can happen in some cases will generate the back order, but as this affects, there are some important points such as \n", + "\n", + "- Increased demand for the products they offer. This can affect if you have a bad sales forecasting system or there are factors that cannot be controlled due to extraordinary situations that change the demand for certain products.\n", + " \n", + "- There is a bottleneck in the supply chain, e.g. too few suppliers or communication failures.\n", + "\n", + "- Poor inventory management and lack of control over product storage. \n", + "\n", + "![WooCommerce-backorder-product-table-770x155.jpg](attachment:WooCommerce-backorder-product-table-770x155.jpg)\n", + "
Fig 2. Example of backorder (Figure obtained from here\n", + ").
\n", + "\n", + "\n", + "## How to avoid backorders?\n", + "\n", + "Manage the supply chain, warehousing and inventory where the number of products should be considered and predicted so as not to increase the cost of storage, and therefore not to affect the prices of the products.\n", + "\n", + "\n", + "This work is based on the Predict Product Backorders dataset. Originally performed by a Kaggle competition, in which we are going to work with a sample for our experiments and results.\n", + "\n", + "\n", + "## Proposal: Backorder prediction system\n", + "\n", + "Backorders are unavoidable, but thanks to the prediction of the items that are considered in the backorder planning can be optimized in order to avoid costs, increase the production load, support logistics and support transportation planning to decrease costs and times.\n", + "\n", + "\n", + "# Data set\n", + "\n", + "Many companies produce a large amount of structured data for each month of operation and this generates a large amount of historical data, using this data correctly in order to design a predictive model to forecast the order backlog and plan accordingly. \n", + "\n", + "For the acquisition of this data we used the dataset of a challenge of the [kaggle](https://www.kaggle.com/competitions/untadta/overview/evaluation), which can be found openly on [this github repository](https://github.com/rammel/DL).\n", + "\n", + "**This dataset has some variables with missing data of 7% and with an unbalance where one class is 81% and the other 19%.**\n", + "\n", + "# Data analysis\n", + "\n", + "For this project, before thinking about generating a prediction model, it is important to identify, highlight and analyze the data set, based on its characteristics and limitations.\n", + "\n", + "## Implementation Code\n", + "\n", + "Code used for data analysis and conditioning it for the model to be used.\n", + "\n", + "\n", + "### Check the dataset \n", + "\n", + "Data file contains the historical data for the 8 weeks prior to the week we are trying to predict. The dataset contains 23 variables including\n", + "\n", + "| | | | | | |\n", + "| --- | --- | --- | - | - | - |\n", + "| **sku** Product ID | **national_inv** Current inventory level for the part |**lead_time** Transit time for product | **in_transit_qty** Amount of product in transit from source|**forecast_3_month** Forecast sales for the next 3 months | **forecast_6_month** Forecast sales for the next 6 months|\n", + "|**forecast_9_month** Forecast sales for the next 9 months|**sales_1_month** Sales quantity for the prior 1 month time period|**sales_3_month** Sales quantity for the prior 3 month time period |**sales_6_month** Sales quantity for the prior 6 month time period |**sales_9_month** Sales quantity for the prior 9 month time period |**min_bank** Minimum recommend amount to stock \n", + "|**potential_issue** Source issue for part identified |**pieces_past_due** Parts overdue from source |**perf_6_month_avg** Source performance for prior 6 month period |**perf_12_month_avg** Source performance for prior 12 month period |**local_bo_qty** Amount of stock orders overdue|**deck_risk** Part risk flag\n", + "|**oe_constraint** Part risk flag | **ppap_risk** Part risk flag | **stop_auto_buy** Part risk flag | **rev_stop** Part risk flag| **went_on_backorder** – Product actually went on backorder. This is the target value." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Data Pre-processing\n", + "\n", + "Is important consider different libraries, to save and load csv files, with matemathical operation as pandas, numpy. Skelearn in case you want to split the dataset in train and test set and normalization of the sets. Matplotlib to show the different graphs and plots about the dataset.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# to use dataframe and load csv file\n", + "import pandas as pd\n", + "\n", + "# to use for mathematical operations \n", + "import numpy as np\n", + "\n", + "# split the set in 2 set, common train and test\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import StandardScaler\n", + "# plot different designs\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### Random seed for reproducibility\n", + "\n", + "In case of reproducing the code it is important to consider the numpy seed, for this purpose the following cell is used" + ] + }, + { + "cell_type": "code", + "execution_count": 183, + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(123)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Loading the data\n", + "\n", + "Consider the dataset in a csv called BackOrders" + ] + }, + { + "cell_type": "code", + "execution_count": 184, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "data = pd.read_csv(\"dataset/BackOrders.csv\",header=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The size of this data set are 23 variables wtih 61589 items" + ] + }, + { + "cell_type": "code", + "execution_count": 185, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(61589, 23)" + ] + }, + "execution_count": 185, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To confirm that they are the same database, the header of the 23 columns that are the titles and the first 5 items" + ] + }, + { + "cell_type": "code", + "execution_count": 186, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " sku national_inv lead_time in_transit_qty forecast_3_month \\\n", + "0 1888279 117 NaN 0 0 \n", + "1 1870557 7 2.0 0 0 \n", + "2 1475481 258 15.0 10 10 \n", + "3 1758220 46 2.0 0 0 \n", + "4 1360312 2 2.0 0 4 \n", + "\n", + " forecast_6_month forecast_9_month sales_1_month sales_3_month \\\n", + "0 0 0 0 0 \n", + "1 0 0 0 0 \n", + "2 77 184 46 132 \n", + "3 0 0 1 2 \n", + "4 6 10 2 2 \n", + "\n", + " sales_6_month ... pieces_past_due perf_6_month_avg perf_12_month_avg \\\n", + "0 15 ... 0 -99.00 -99.00 \n", + "1 0 ... 0 0.50 0.28 \n", + "2 256 ... 0 0.54 0.70 \n", + "3 6 ... 0 0.75 0.90 \n", + "4 5 ... 0 0.97 0.92 \n", + "\n", + " local_bo_qty deck_risk oe_constraint ppap_risk stop_auto_buy rev_stop \\\n", + "0 0 No No Yes Yes No \n", + "1 0 Yes No No Yes No \n", + "2 0 No No No Yes No \n", + "3 0 Yes No No Yes No \n", + "4 0 No No No Yes No \n", + "\n", + " went_on_backorder \n", + "0 No \n", + "1 No \n", + "2 No \n", + "3 No \n", + "4 No \n", + "\n", + "[5 rows x 23 columns]" + ] + }, + "execution_count": 186, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The raw data without any processing has 7 categorical variables, at least one variable with missing values and the variables perf_6_month_avg, perf_12_month_avg have a negative value that causes conflict.\n", + "\n", + "the next code replace the categorical in a binary value 0/1." + ] + }, + { + "cell_type": "code", + "execution_count": 187, + "metadata": {}, + "outputs": [], + "source": [ + "for col in ['potential_issue',\n", + " 'deck_risk',\n", + " 'oe_constraint',\n", + " 'ppap_risk',\n", + " 'stop_auto_buy',\n", + " 'rev_stop',\n", + " 'went_on_backorder']: \n", + " data[col]=pd.factorize(data[col])[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 188, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " sku national_inv lead_time in_transit_qty \\\n", + "count 6.158900e+04 61589.000000 58186.000000 61589.000000 \n", + "mean 2.037188e+06 287.721882 7.559619 30.192843 \n", + "std 6.564178e+05 4233.906931 6.498952 792.869253 \n", + "min 1.068628e+06 -2999.000000 0.000000 0.000000 \n", + "25% 1.498574e+06 3.000000 4.000000 0.000000 \n", + "50% 1.898033e+06 10.000000 8.000000 0.000000 \n", + "75% 2.314826e+06 57.000000 8.000000 0.000000 \n", + "max 3.284895e+06 673445.000000 52.000000 170976.000000 \n", + "\n", + " forecast_3_month forecast_6_month forecast_9_month sales_1_month \\\n", + "count 6.158900e+04 6.158900e+04 6.158900e+04 61589.000000 \n", + "mean 1.692728e+02 3.150413e+02 4.535760e+02 44.742957 \n", + "std 5.286742e+03 9.774362e+03 1.420201e+04 1373.805831 \n", + "min 0.000000e+00 0.000000e+00 0.000000e+00 0.000000 \n", + "25% 0.000000e+00 0.000000e+00 0.000000e+00 0.000000 \n", + "50% 0.000000e+00 0.000000e+00 0.000000e+00 0.000000 \n", + "75% 1.200000e+01 2.500000e+01 3.600000e+01 6.000000 \n", + "max 1.126656e+06 2.094336e+06 3.062016e+06 295197.000000 \n", + "\n", + " sales_3_month sales_6_month ... pieces_past_due perf_6_month_avg \\\n", + "count 61589.000000 6.158900e+04 ... 61589.000000 61589.000000 \n", + "mean 150.732631 2.835465e+02 ... 1.605400 -6.264182 \n", + "std 5224.959649 8.872270e+03 ... 42.309229 25.537906 \n", + "min 0.000000 0.000000e+00 ... 0.000000 -99.000000 \n", + "25% 0.000000 0.000000e+00 ... 0.000000 0.620000 \n", + "50% 2.000000 4.000000e+00 ... 0.000000 0.820000 \n", + "75% 17.000000 3.400000e+01 ... 0.000000 0.960000 \n", + "max 934593.000000 1.799099e+06 ... 7392.000000 1.000000 \n", + "\n", + " perf_12_month_avg local_bo_qty deck_risk oe_constraint \\\n", + "count 61589.000000 61589.000000 61589.000000 61589.000000 \n", + "mean -5.863664 1.205361 0.218286 0.000195 \n", + "std 24.844514 29.981155 0.413086 0.013957 \n", + "min -99.000000 0.000000 0.000000 0.000000 \n", + "25% 0.640000 0.000000 0.000000 0.000000 \n", + "50% 0.800000 0.000000 0.000000 0.000000 \n", + "75% 0.950000 0.000000 0.000000 0.000000 \n", + "max 1.000000 2999.000000 1.000000 1.000000 \n", + "\n", + " ppap_risk stop_auto_buy rev_stop went_on_backorder \n", + "count 61589.000000 61589.000000 61589.000000 61589.000000 \n", + "mean 0.873403 0.037117 0.000325 0.183361 \n", + "std 0.332524 0.189050 0.018018 0.386965 \n", + "min 0.000000 0.000000 0.000000 0.000000 \n", + "25% 1.000000 0.000000 0.000000 0.000000 \n", + "50% 1.000000 0.000000 0.000000 0.000000 \n", + "75% 1.000000 0.000000 0.000000 0.000000 \n", + "max 1.000000 1.000000 1.000000 1.000000 \n", + "\n", + "[8 rows x 23 columns]" + ] + }, + "execution_count": 188, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe(include='all')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Is important replace the negative value -99 for the variables perf_6_month_avg, perf_12_month_avg; and consider missing value." + ] + }, + { + "cell_type": "code", + "execution_count": 189, + "metadata": {}, + "outputs": [], + "source": [ + "data['perf_6_month_avg']=data['perf_6_month_avg'].replace(-99, np.NaN)\n", + "data['perf_12_month_avg']=data['perf_12_month_avg'].replace(-99, np.NaN)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In order to check the characteristics and whether they interact with each other, a correlation matrix is made, and following this matrix it is found that 5 variables do not affect the others." + ] + }, + { + "cell_type": "code", + "execution_count": 190, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "varnames=list(data)[1:] \n", + "correlations = data[varnames].corr()\n", + "fig = plt.figure()\n", + "ax = fig.add_subplot(111)\n", + "cax = ax.matshow(correlations, vmin=-1, vmax=1)\n", + "fig.colorbar(cax)\n", + "ticks = np.arange(0,22,1)\n", + "ax.set_xticks(ticks)\n", + "ax.set_yticks(ticks)\n", + "ax.set_xticklabels(varnames,rotation=90)\n", + "ax.set_yticklabels(varnames)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The 5 variables that are of lesser importance and can be eliminated are \n", + "\n", + "- rev_stop\n", + "- oe_constraint\n", + "- potential_issue\n", + "- stop_auto_buy\n", + "- deck_risk\n" + ] + }, + { + "cell_type": "code", + "execution_count": 191, + "metadata": {}, + "outputs": [], + "source": [ + "data.drop('rev_stop', axis=1, inplace=True)\n", + "data.drop('oe_constraint', axis=1, inplace=True)\n", + "data.drop('potential_issue', axis=1, inplace=True)\n", + "data.drop('stop_auto_buy', axis=1, inplace=True)\n", + "data.drop('deck_risk', axis=1, inplace=True)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To check the percentage of missing values found in the dataset, use the method `check_missing(data)`. We can see that there are only 3 variables with the highest loss being perf_6_month_avg with 7%, followed by perf_12_month_avg with 6.6% and lead_time with 5.5%." + ] + }, + { + "cell_type": "code", + "execution_count": 192, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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perf_6_month_avg43417.0
perf_12_month_avg40916.6
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" + ], + "text/plain": [ + " Missing Percent\n", + "perf_6_month_avg 4341 7.0\n", + "perf_12_month_avg 4091 6.6\n", + "lead_time 3403 5.5" + ] + }, + "execution_count": 192, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def check_missing(data):\n", + " tot = data.isnull().sum().sort_values(ascending=False)\n", + " perc = ( round(100*data.isnull().sum()/data.isnull().count(),1) ).sort_values(ascending=False)\n", + " missing_data = pd.concat([tot, perc], axis=1, keys=['Missing', 'Percent'])\n", + " return missing_data[:3]\n", + " \n", + "check_missing(data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For this purpose, we will impute the variables and pass the median to these 3 variables in order to keep them correctly." + ] + }, + { + "cell_type": "code", + "execution_count": 193, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": {}, + "outputs": [], + "source": [ + "X_train_1, X_test, y_train_1, y_test = train_test_split(X, y, test_size=0.1, random_state=123, stratify = data['went_on_backorder'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check the dimension of the train and test sets." + ] + }, + { + "cell_type": "code", + "execution_count": 198, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(55430, 16)\n", + "(6159, 16)\n" + ] + } + ], + "source": [ + "print(X_train_1.shape)\n", + "print(X_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There is an imbalance of classes where approximately 81% belong to class 0 and 19% to class 1." + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 50.406665\n", + "0 49.593335\n", + "dtype: float64\n", + "0 81.669102\n", + "1 18.330898\n", + "dtype: float64\n" + ] + } + ], + "source": [ + "print(pd.value_counts(y_train)/y_train.size * 100)\n", + "print(pd.value_counts(y_test)/y_test.size * 100)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To balance the training data a function is generated that reduces in two ways one to approximate a proportion to the test data, since there is a tendency that there will always be few backorder cases, and one with just the same number of classes for training." + ] + }, + { + "cell_type": "code", + "execution_count": 200, + "metadata": {}, + "outputs": [], + "source": [ + "def balance_split(X_train_1,y_train_1,flag=\"\"):\n", + " X_train0 = []\n", + " X_train1 = []\n", + "\n", + " y_train0 = []\n", + " y_train1 = []\n", + "\n", + " for i in range(len(y_train_1)):\n", + " if y_train_1[i] == 0:\n", + " X_train0.append(X_train_1[i])\n", + " y_train0.append(y_train_1[i])\n", + " else:\n", + " X_train1.append(X_train_1[i])\n", + " y_train1.append(y_train_1[i])\n", + " \n", + " X_train =[]\n", + " y_train = []\n", + " \n", + " if flag == \"fair\":\n", + " X_train = X_train0[:1000] + X_train1[:1000]\n", + " y_train = y_train0[:1000] + y_train1[:1000]\n", + " else:\n", + " X_train = X_train0[:10000] + X_train1\n", + " y_train = y_train0[:10000] + y_train1\n", + " \n", + " return np.asarray(X_train),np.asarray(y_train)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "the dataset can be saved in two formats, the classic full dataset with approximately 25000 training data and approximately 6000 test data, or just the same size test and 200 training data." + ] + }, + { + "cell_type": "code", + "execution_count": 201, + "metadata": {}, + "outputs": [], + "source": [ + "def save_data(X_train_1,y_train_1,flag=\"\",name=\"\"):\n", + " if flag == \"fair\":\n", + " X_train,y_train = balance_split(X_train_1,y_train_1,flag)\n", + " df_train = pd.concat([pd.DataFrame(X_train), pd.DataFrame(y_train)], axis=1)\n", + " df_train.to_csv(\"dataset/fair_\"+name+\".csv\", index=False)\n", + " else:\n", + " X_train,y_train = balance_split(X_train_1,y_train_1)\n", + " df_train = pd.concat([pd.DataFrame(X_train), pd.DataFrame(y_train)], axis=1)\n", + " df_train.to_csv(\"dataset/classic_\"+name+\".csv\", index=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "apply the methos `save_data` for both cases fair and classical in train data" + ] + }, + { + "cell_type": "code", + "execution_count": 202, + "metadata": {}, + "outputs": [], + "source": [ + "#classic data\n", + "save_data(X_train_1,y_train_1,flag=\"classic\",name=\"train\")\n", + "#fair data\n", + "save_data(X_train_1,y_train_1,flag=\"fair\",name=\"train\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "apply the methos `save_data` for both cases fair and classical in test data" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "metadata": {}, + "outputs": [], + "source": [ + "#classic data\n", + "save_data(X_test,y_test,flag=\"classic\",name=\"test\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we load the files and we correct the dimensions of these for the classic is **((20164, 16), (20164,))** and for the fair is **((2000, 16), (2000,))** for train set" + ] + }, + { + "cell_type": "code", + "execution_count": 204, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((20164, 16), (20164,))" + ] + }, + "execution_count": 204, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv(\"dataset/classic_train.csv\")\n", + "X,y = data[data.columns[:16]].values, data[data.columns[16]].values\n", + "X.shape, y.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 205, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((2000, 16), (2000,))" + ] + }, + "execution_count": 205, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X,y = data[data.columns[:16]].values, data[data.columns[16]].values\n", + "X.shape, y.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we load the files and we correct the dimensions of these for the classic and fair are **((6159, 16), (6159,))** for test set" + ] + }, + { + "cell_type": "code", + "execution_count": 206, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((6159, 16), (6159,))" + ] + }, + "execution_count": 206, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X,y = data[data.columns[:16]].values, data[data.columns[16]].values\n", + "X.shape, y.shape" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": 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b/Quantum-Supply-Chain-Manager/LICENSE new file mode 100644 index 0000000..3df8b20 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2022 Alejandro Montanez + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/Quantum-Supply-Chain-Manager/Quantum_results.ipynb b/Quantum-Supply-Chain-Manager/Quantum_results.ipynb new file mode 100644 index 0000000..261aaf2 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/Quantum_results.ipynb @@ -0,0 +1,312 @@ +{ + "cells": [ + { + "attachments": { + "classical_results.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "6fee49db", + "metadata": {}, + "source": [ + "Two datasets were generated, one with about 20000 data in the training set and the other with 2000 in the test set, one unbalanced and the other balanced in the binary classification, which is shown in the following figure.\n", + "\n", + "![classical_results.png](attachment:classical_results.png)\n" + ] + }, + { + "attachments": { + "quantum_circuits.png": { + "image/png": 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I6ABwiRwnX3v22We9Xnv8hRdesKwn/vXXX3t13Lhx47xahzx/XHG+rKwspzIFx0lLsoxhLkzt2rUVExNjft14441OZRYtWmQJWE2aNNHgwYM91i1JI0aMUPXq1c3tpKQkffvttx6Pq1Gjhtfj1S9FSEiI1xcBHH8Gri40OAbIadOmebWutZ+fn55//nnLPm/fQ+54Ow794MGDlvfPI488YnlfFjZR3ObNmy3jpjt16uQ0xnvevHmW7QkTJig4ONhj2319ffXcc89Z9n3++edeTfw2btw4y/vuYpw8eVJ9+vSxfF9at26tzz//3Ktx7I6fxwoVKng8pl69epbPY/v27YvecACALRDQAeAS5OTkaOXKleZ2+fLlNXDgQK+Pr1OnjuWu42+//aaTJ0+6PaZ06dLq16+fV/V7M1GU4+RpP//8s8djAgMDtWDBAvPrgw8+cCrz/fffW7bvvvtury4q5NdfcHIzSVq/fr3H44pyjktx8803KyQkxKuynn4GcXFx+u2338zt5s2bq0WLFl63pXv37pZJ0IpjNvdrr71WFStWNLe3b9+uc+fOOZXbvHmz+djX11fdu3e33H0uLKA73ll3vCCQlpZmeR/6+/s79TZxp2/fvipfvry5HR8fr0OHDnk8bsiQIV6fw5X09HTdcsstOnjwoLmvdu3aWrp0qdfvF8fPo+PEk66EhoZaPo9vvfVW0RoOALANAjoAXIJ9+/ZZuiZ36tTJ5Szp7jh2C/a0RFiTJk28upMoyauwWqtWLcv2zJkzLYHxYm3fvt2yffPNNxfpeMfy3iwB52qZrsuhYLdyTzz9DBwDmLvZvQurv+B7KCUlRQkJCUWqw5GPj486d+5sbmdnZ1u6sucrGNAbNGigcuXKWe7e/vHHHy7b4hjQb7rpJsv2zp07LXe827Zt69Wd5HwBAQHq0aOHZZ+n909UVJSio6O9Poej/OUEC35PJOnNN9+0XOzwxPHz+NJLLzmt+gAAuHoR0AHgEjiGq2uvvbbIddSuXduyvW/fPrfl85fbKi6OgTAtLU2tW7fWxIkTdfjw4YuqMysry7KGc1BQUJHH9RYcRyzlhTZPGjVqVKRzXKxLHaNckGOPhYYNGxa5DsdQ5+k95A1vurkXDKP5F0ccu1c73kXPycmxhP3IyEincfqO68A7vhe84bhkoae15S/1vfPoo486zbkgSe+++26R6nH8PCYnJ6t58+Z67rnnirQWPADgysQ66ABwCQquRS1Jhw4d0ttvv12kOrZt2+ZUhzvlypUrUv2etGzZUp06ddK6devMfRcuXNCMGTP00ksvqU2bNurdu7e6d++uNm3aeNVD4MyZM5bx7rVr1y5yz4IKFSooIiLCnFTt1KlTys3NdXtH2pvx88WhOH8Gju+h7du3F/k95BjIDx48aFnj/GJ4miguIyPDclc6P6Bff/31lnI//vij+vfvb27v2rVLZ8+eNbc7d+7sNN7ecTLDi7ko5XjMiRMn3Ja/lPfOhx9+qAMHDrh8btGiRdq8ebPXvTtuvPFGtW7dWj/99JO5Lz09Xc8//7xeeOEFXX/99ebnsVWrVhe9PjsAwJ4I6ABwCQoGDUmaP3++5s+fX6x1OvK2e3tRzJ07VzfccINlNnopbwbszZs3a/PmzZoyZYrKlSun7t27a9CgQerfv7+CgoJc1uf4GrwZC+9KeHi4GdANw1BqaqrbcFymTJmLOk9RFefPwPF79frrr19ynampqZdcR/369RUVFaVjx45JygvaBS+QbN++3TIJYH4ArV+/vipUqGBOduZ4B91T93bJ+XtScDy5t8LDw93W6ehS3jsFw3nZsmUVFhamI0eOSMp73z711FOWC2CefPzxx+rUqZPTRQXDMLRx40Zt3LhRkydPVlhYmHr27KlBgwapX79+CgwMvOjXAACwB7q4A8AlOHPmTLHX6WoyroK8md27qGrWrKmffvrJaWI2R2fOnNGiRYt0xx13qFatWpo9e7bL2bEdw5C3E2Q5Cg0NdVtvQQEBAVfk3cTL8R5KS0srlnoK3kVPSUnR7t27ze2C3dtDQkLUuHFjSXnvz3bt2pnPbd261dKbwtMEcZLzBYaLCc9Fee9I8nrlBXcCAwP1xRdf6N///rdl//r16/XVV195XU/9+vX1008/6ZZbbnFbLjk5WZ9//rkGDRqkOnXq6N1337XMjg8AuPIQ0AHAZoorXBVV5cqVtWDBAm3btk3Dhw/32I37+PHjGjNmjPr06eN0UcGxO3tOTs5FtckxbBA+vOPpIo+3Ck4UJ1nHoRccR96iRQvLz7zgOPT09HTL/AEFA3rVqlVddl93vNCSnZ1d5Lb/1e8dHx8fvffee+rWrZsGDhxouUghSePHjy/S66hevbqWLFmiTZs2adiwYU4XHBzFx8fr/vvv14ABAyzrrwMAriwEdAC4BGXLlrVsv/vuu0pKSrqkr7lz55bMi/n/WrRooXfffVcnT57Ut99+q7Fjx7odA7xixQrdc889ln2OYeJiLzo43kkt7vH3duD4HlqzZs0lv4cmT55cLG1zN1Gcqwni8hU2Udzp06ct3cFddW+XnL8nF/P++avfO9OnTzeXafPx8dErr7xieX7Pnj0ulyP0pG3btpo7d65OnTqlZcuWafTo0brmmmsKLb9kyRI98MADRT4PAMAeGIMOAJfAMUhcuHDhosdb201gYKB69uypnj17SpIOHz6sZcuWad68eU7dlP/3v//pu+++MwOX4/fF0wRdhSm4Jryvr6/Hu4hXIsfgmJmZaZv3UJ06dRQdHW3OHp4/UVxiYqJlrW/HgN66dWv5+/ubd4w3bdqk0aNHa9OmTZY72a66t0vOF3gu5v1T8L0jXd6Afuedd2r8+PGWfR07dtStt95qmdn9ueee01133XVRQz6CgoLUp08f9enTR1LeRIBLly7VvHnzLBPKSXlj2MeMGVOk5QABAPbAHXQAuATVqlWzbP/xxx8l1JLLr2bNmho9erQ2btyoJUuWOAWeTz/91Hxcvnx5S8iKi4sr8l3QP//80zI+u3Llyl6t636lqVq1qmXbbu+hgiH64MGDSkhI0E8//WQJ2o4BPSQkxLI0Wv4FHW8miJPyuncXVHDJPm/t2rXLsh0VFVXkOrxV2BJtM2bMsHT9P378uF599dViOWedOnX0yCOPaMuWLVqwYIHTOP158+YVy3kAAH+tq+8/HQD4CzVv3tyyvXXr1iLXkZ6eruTkZPPrYsdr/5VuueUWvfTSS5Z9BZeL8/HxsaxDbRiG010+Twp2oZacv9dXi+J4D6WmplreQ8U53tpxHPrGjRstP5uoqCinQC1Zu7kfPHhQJ0+etAT0OnXqqEaNGi7P6bjuecHx7t5ynD2+JN4/DRs21PDhwy37XnnlFae7+5cqJiZGU6ZMsexzXL4RAHBlIKADwCWoX7++pbvqxo0bndZw9qRr164KDw9XeHi4KlSooJSUlOJuZqF+/fVX89zh4eFOY4fd6du3r2U7f1mtfI4hqyizWEvSl19+adm+WgN6ixYtLNvLli0r0kWa7Oxs1a1b1/wZXsya4e64Gofubvx5Psf10H/44QdL0C6se7skNWjQwLKE3759+5zWenfn9OnTWr9+vWVfSb1/nnvuOcvviNTUVE2dOtVl2U2bNlk+j926dfP6PJ4+jwCAKwMBHQAugZ+fnzlGW5KysrKKNBHUjh07LGGnYcOGqlChQrG20Z2IiAjLndfNmzd7veyX4zhzxy62vXr1smx/8sknXq/PffToUaeAnj/29moTHR1tLlEm5XWDLsrFjCVLlljGaHfo0KFYl+KrUaOGateubW47Bu3Cxjk7Xux55513LMMcCuveLuUtmecYTt98802v2/z2229blnZr1qzZZe3i7k6VKlX0xBNPWPa988472r9/v1PZChUqWD6P33//vdczsnv6PAIArgwEdAC4RI4zmM+YMcOrSa0Mw9D48eMt3ZE9rXtc3CpWrGj5xz43N1fffvutV8fmTxiWz3Esdc+ePS0XGxITE/Xyyy97VffkyZN1/vx5c7tevXpOy1ZdTRzfQ08//bRXwSwjI0PPPvusZd/leA8VvNu9ZcsWJSUlmduF3UGvUaOGJRQXfF/5+Pi4vYMu5U28VtCcOXMsE9MVJiEhwWkG9WHDhnk87nIaN26cKlWqZG5nZWVpwoQJTuWqV69u6TmQmZmp1atXe3UOT59HAMCVgYAOAJeod+/elrG0KSkpuuWWWzxOivbSSy85hRbH8aqXm5+fn2688UbLvqlTp3oMh6mpqU6zVnft2tWyHRgY6BSMpk+frq+//tpt3XPmzHHqhfDggw8W611huxk6dKjljueBAwc0ZMgQt13dDcPQqFGjtHv3bnNf2bJlNXjwYK/OWZS1sguG6YIXlPz8/NS6detCjyt4F73gcQ0bNlTlypXdnrN///6qWLGipb39+/d3OwQkPT1dgwYNUnJysrkvNDTUXP6spISGhjpdSPnyyy+dJs0rVaqU09CAZ5991tIbwJXk5GRNmjTJss/x8wgAuDIQ0AHgEgUGBuq1116z7NuyZYtatGihb7/9Vrm5uZbnjh07phEjRmjixImW/ffdd5/b9Y0vF8c7lXv27FGPHj20c+dOp7KGYSg2NlYdOnTQjh07zP1BQUG64447nMo/88wzioiIMLdzc3M1cOBATZkyxRKipLyltB555BE99NBDlv3XXnutxowZc1Gv7UpRuXJlp7XLv/jiC3Xo0MFpsjNJ2rt3r/r27av333/fsn/SpEleL+F18OBBcxk0Txwnist37bXXuu1KXdicBu66t+cLCQnRtGnTLPt+++03tWzZUitXrnSaCG/Dhg1q27atZa12KW8MeGRkpMfzXW7333+/6tWrZ24bhqEnn3zSqZzj5/GXX35R7969LRdi8uX3eGnfvr1ljH5ISIgGDRpUjK0HAPxVWAcdAIpB//79NWjQIC1atMjcd+DAAfXu3VuVK1dWgwYNVK5cOf3555/asWOH053R6tWrO82K/lcZPHiwnn/+ecs/+N9//72aNWumGjVqqG7dugoLC9OpU6e0Z88el933n3jiCdWsWdNpf1hYmF599VUNGzbMDFTZ2dmaOnWqXn75ZTVr1kyRkZFKSEjQ9u3bne4UBgYGas6cOQoICCjeF21Djz76qBYuXGiZxX3z5s26/vrrVbNmTdWtW1dBQUE6dOiQ9uzZ4xRQW7Vqpccee8ztOUqXLq309HRJeRdEunfvrs6dO+vcuXOqX79+oT04qlatqnr16jmNmy6se3s+x7vB+Tx1b883fPhwffLJJ5YJ3w4dOqSePXuqWrVqatCggfz9/bVv3z6Xy9O1bdtWY8eO9epcl1tAQIBmzJih2267zdz3ww8/6Msvv9SAAQPMfcOGDdP06dN15MgRc19sbKwaNWqk2rVrq06dOipXrpwSExO1a9cul5NSTpw4UVWqVLm8LwgAcFkQ0AGgmHz88cdKSUlxGjOakJCghISEQo8LCwvT8uXLLXea/0r+/v5asGCB2rdvr3PnzlmeO3LkiCUouDJgwAA9//zzhT4/dOhQHTt2zKlL/Pnz513eHc7n5+enzz77TB07dvTiVVz5AgMD9c0336hTp05Od0sPHz6sw4cPF3ps7dq19fXXX3u8kNG4cWPLBG9r167V2rVrJeWFYXdDLLp06VLkgN6iRQuVKlXK0p3e19e30Dvyjnx9fbVkyRJ16dJF27dvtzwXHx+v+Pj4Qo9t3Lixli1bZquLOwMGDND1119v6do+YcIE9evXz1wvPSgoSAsWLFCnTp2chiEcOnRIhw4dcnuOu+++2+mzBgC4ctDFHQCKSalSpbRkyRKNHTtWvr7e/Xpt1aqVtm7dapnFuyQ0bdpUa9euVa1atbw+xs/PT88884zmz58vPz8/t2WffvppffDBBwoLC/Oq7ujoaC1fvlwDBw70uj1Xg4iICK1du1YxMTFeH3PzzTdry5YtHsd0S3KaTbwoXN319hTQAwMD1bJlS8u+6667TuHh4V6ft3z58oqNjdXdd9/t9TExMTH67rvv/tJF/YCdAAAgAElEQVQVEbzh4+PjNIHdvn379O6771r2tWnTRrGxsapWrZrXdQcEBGjatGn68MMPvf79AwCwH5+AgABj1KhRTuMnAeBqdv78eR0/ftzc9vPzs0z0dqm2bNmit956S19++aXTpFaBgYFq3769HnroIQ0aNMjjP9OObS1fvrzXAScjI0NHjx71+tj09HR9+OGHmjt3rn7++WeXY5Rr166tfv36acyYMUUeM5+QkKDZs2dr/vz5OnDggNPz1113ne644w6NGjVKoaGhHus7evSoMjIyJOWFn6JcYCiKxMREnT171tyuWrWqZbZtd06fPm1Zus7bY7/99lu99957WrZsmWVGeylvjHGXLl30yCOPFGmtbClvCbJJkyYpMTHRsv+BBx7QnDlzCj3O8b0kSTVr1vT4/j158qRlwsQyZcpYJn8ritjYWL333nv6+uuvnSZhLF26tPr06aPhw4erd+/eHutyfD1ly5b1uheL42cyPDxc5cuX9/JV5PVMKTjMJTg42OUFlrS0NL3//vv66KOPtGPHDpefx7p16+qWW27RmDFjXA4zAQDYV1BQkGrVqmUZZkhAB4DLKCsrS0ePHtXRo0eVmZmpiIgI1alTR8HBwSXdNI/S09N18OBBJSUlKSsrS2FhYYqOji62CbcSEhJ0/PhxnT59WhUrVlRUVFSJdfO3s4yMDMXFxSkhIUG5ubmKjIxU3bp1L6nrdlZWlnbu3Knk5GSVLl1a1atXV3R0dDG2+vLKzMxUfHy8jh07ptzcXFWpUkXVq1dXqVKlSrppl01aWpoOHTqk5ORkZWVlKTw8XNHR0XxmAOAKRkAHAAAAAMAGXAV0BikBAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANuAvSRs3btTEiRNLui0AAAAAAPwt5OTkOO3z8fX1Nfz8/JSbmytfX18FBQWVQNOAyy8oKEiBgYEl3QwAAAAAkCSFhYVp9+7d5rZ/bm6ucnNzJeUl+KysrJJqG3BZTZo0SePHjy/pZgAAAACAJKlXr17WgO5Y4JprrlHTpk3/0kYBl9OGDRt08uTJkm4GAAAAALjlFND79u2rmTNnlkRbgMuiR48eWrVqVUk3AwAAAADcYhZ3AAAAAABsgIAOAAAAAIANENABAAAAALABAjoAAAAAADZAQAcAAAAAwAYI6AAAAAAA2AABHQAAAAAAGyCgAwAAAABgAwR0AAAAAABswL+kGwAAAIrfnDlzlJKS4raMn5+fKlWqpKpVq6p9+/YqVaqUx3pzcnL0r3/9S5IUFRWloUOHFkt7AQCATQP68OHDlZqaKknq2LGjxo4dW6Tjx40bp7i4OEnSm2++qQoVKhR7GwEAsLNXXnlFBw8e9Lp82bJlNXDgQL344ouKiooqtFxOTo7Gjx8vSWrXrh0BHQCAYmTLLu5fffWVFi5cqIULF2rcuHHau3dvkY5fuXKleXx6evplaiUAAFePs2fPau7cuWrUqJG++OKLkm4OAAB/S7a8g15QVlaWHn74Ya1ataqkmwIAwBXprrvuUvXq1Z32Z2Zm6tixY4qNjVViYqIkKSUlRXfeeae++OIL9evX769uKgAAf2u2D+iStHr1ai1evFj9+/cv6aYAAHDFGTlypG688cZCn8/OztZHH32kcePGKTk5WVlZWbrzzju1Z88ep2Dv7++vBQsWSBJDyAAAKGa27OLuyiOPPEJ3dQAALgN/f3/dd999+v777xUeHi5JOnfunJ544gmnsr6+voqJiVFMTIxuuummv7qpAABc1Wwf0GvVqiVJiouLM2eNBQAAxa9Ro0Z65513zO1FixbpwIEDJdgiAAD+Xmzfxf3f//63Bg4cKEl66aWXdM8996hmzZol2ygAAK5SAwcOVLt27bRp0yYZhqGPP/5Yzz//vKVMcnKypLw776GhoYXWdebMGa1Zs0Y7d+40l3wLCwtT06ZN1a1bN4WEhHjdrr179+rbb79VXFycwsLC1LJlS/Xq1Uu+vr7Kzs42V38JCAhQmTJlzOOysrKUlpYmSQoNDZW/f96/Pj///LOWL1+us2fPavLkyS5fx549e/T999/rjz/+UGpqqsqUKaNq1aqpXbt2atWqVaFtNQzDfL2lS5c2l687evSoFi9erMOHDys4OFiNGzfWrbfeqsDAQMvxR44c0VdffaW4uDgZhqH69eurf//+ioyM9Pr7BQC4Mtk+oPfr1099+vTR8uXLdf78eY0bN06LFi0qlrrPnz+v//3vf9qwYYP++OMPpaWlqXTp0qpevbratm2rmJgYs6ufo6ysLK1bt06SVKdOHdWqVUu5ubnmDPJHjhxRqVKl1KRJE40YMUJ16tQxj83NzdXSpUu1ePFixcXFKTc3V/Xr19ddd92lG264wWO7L1y4oGXLlumbb75RfHy8srKyVKVKFXXs2FEDBw5UxYoVi+X7AwD4e7rnnnu0adMmSdLixYudAnpkZKRycnLUrl07/fjjj07HZ2ZmasqUKZo1a5bOnTvn8hxlypTRhAkTNH78ePn6Ft6h78SJE3rwwQe1ePFip+fq1aun+fPnq1SpUmrYsKEkacCAAfrf//5nllm+fLk5h83q1avVtWtXTZgwQS+//LJyc3Ml5Q2jKxjQ9+7dq5EjR2r9+vWFtqtZs2aaM2eO2rZt6/TcqVOnVKlSJUnSCy+8oIkTJ2rSpEn617/+pezsbEvZ6OhoLV68WM2bN1dGRobGjx+vWbNmmW3L99hjj2nOnDm6++67C20TAODqYBT8evTRR42SFhERYbYnKyvL2LdvnxEYGGjuW716tdvjmzRpYpaNi4tzWWbp0qVGxYoVDcfXX/CrbNmyxvvvv+/y+FOnTpnlpk6daqSkpBh9+vRxWU9QUJDx6aefGoZhGAkJCUaXLl0KPee4cePcvrbY2Fijdu3ahR4fGhpqzJ4924vv8t9H9+7dDUnGjBkzSropAPCXqVOnjvm3Yd26dUU6Ni4uzjzW39/fSE9Ptzzv5+dnSDLatWvndGxubq5x2223uf37WvDr4YcfLrQdCQkJbv/mSTJCQkKMtWvXGj4+PoYkY8CAAZY6Fi9ebPn/Yfr06U51xMfHm+V3795thIeHe9X24OBg46effnJq94kTJ8wyL7zwgjFixAi39YSHhxt//vmn0b9/f7fl/P39jR9//LFIP0sAgL317NnT8rve9mPQpbwr5I899pi5PXbsWGVlZV10fd99950GDBigkydPui139uxZDR8+XF9++aXbctnZ2erfv7+WL18uHx8fRUVFKSgoyHw+IyNDw4YN07p169SrVy+tWbNGUt4dCMcudf/617+0cOFCl+dZtmyZevfurUOHDhXaltTUVI0ePZrx+gCAi1a9enWFhYVJyvsb99tvv3l97KJFiyzrqHfp0kVz587VunXrtGLFCr3xxhtq2rSp+fzs2bO1d+9ep3oMw1BMTIz5Ny8kJEQTJkzQqlWrtGbNGk2fPl0VK1bUuXPnNGzYMJUuXdpj23bu3KnnnntOUl73/LZt2+quu+6ydLUfM2aMkpKSzHM+8cQT+vLLL7VhwwZ9+eWXevTRR82/3enp6Xr66afdnvPTTz/Vu+++qzp16mjhwoU6fvy4tm/frsmTJ5s9B5KSknTddddp8eLFioiI0Jw5c/Tnn39q7969mjVrlvnasrOz9fLLL3t8nQCAK5vt76AbhmGkpqYaUVFR5v5XX3210OM93UFv3Lix+XzdunWNTz75xDh8+LCRnp5uxMXFGR9//LFRr149s0yTJk2c6ih4Bz2/vd26dTMOHDhgGIZhZGVlGUuWLDFCQ0P/72qIr68hyWjatKmxZcsWwzDy7jRs3LjRqFatmlmuc+fOTuf7448/jJCQELPMDTfcYKxYscI4c+aMcfbsWWPlypVGhw4dLOfavn37RX3/rzbcQQfwd3Qpd9ANwzDatGljHr948WLLc+7uoPfu3ds8buLEiS7rzszMtPQme+2115zKzJs3z3y+fPnyxs6dO53KxMfHG9HR0Zb/Y9zdQQ8NDTV8fHyMhx9+2Dhx4oRTfX/88YdZtkyZMsaePXtctn/Lli1GUFCQIcnw8/Nz6mFQ8A66JKNWrVouzzd27FhLubJlyxq7du1yKvfGG2+YZSIjI122CQBwZboi76BLeWPVCl41njp1qk6cOFHken777TfzTkDlypW1adMm3X333apRo4Y5/nzIkCFas2aNeffg119/NSfEcSUxMVHt2rXT0qVLdc0110jKuzJ/yy23mFfqpbyx59WrV9d3332n1q1bS5J8fHx0/fXX68033zTLbdu2zekcjz32mDmO7/bbb9eaNWvUo0cPlS1bVqGhoerevbvWrl2rAQMGmOd69tlni/z9AQBAksqVK2c+PnPmjNfH5Y9dDwgI0IQJE1yWCQgI0IMPPmhuHz9+3KnMrFmzzMevvfaamjRp4lSmatWqeu+997xuW2pqqp566inNmjXL5XwtmzdvNh8PHjxYDRo0cFlP69atdf3110uScnJyPPbIe/31112eb+zYsZbtKVOm6Nprr3Uq98ADD5h30RMTE5WTk+P2fACAK9cVE9Al6a677lLHjh0l5f2zMH78+CLXsWPHDvPxoEGDCp0ELioqyjyXJJ0+fdptvbNmzbJ0a883dOhQy/b06dNVoUIFp3J9+/Y1LwikpqYqMzPTfC5/Nlcpr9vhe++9Jz8/P6c6/P399cEHH5j/BHzzzTduLywAAFCYgjOh58+Q7klOTo5iYmL0wAMPaNKkSZY6HFWrVs187Dhx2qFDh8ywHB0drSFDhhRaT7du3dSiRQuv2hccHFzoRQNJqlixoh544AE98MADTn+/Hblrv2Odffr0cflczZo1zRncfXx8Cj1nQECAueysYRgEdAC4itl+FveCfHx8NGvWLLVu3Vo5OTn68MMPNXLkSLVr187rOvJnXZXkccb0gncPHGdTLahGjRrmHXFHFStWVJkyZZSWliZ/f39zJllXatWqZQbqgudbuHChuT1q1Ci3y9KUK1dOI0aM0PTp05WVlaWVK1fq9ttvL7Q8AACuFLxQ7OoCtCt+fn7m31hPdu3aVehzBe9k33LLLS4vShfUr18//fzzzx7P2a5dO8vfdkddunRRly5dPNZjGIZ2797tsZwkNWjQQD4+Pi6f8/PzU0hIiDIzM1WpUiVFREQUWo+75ewAAFePK+oOuiQ1b95c999/v6S8P5APP/yw2/DsqHHjxubV8fwlWVy5cOGC5R8Ed/Kvahcm/x+byMhIt3cT8tdJdbRlyxbzcc+ePT22p3PnzubjX3/91WN5AAAcFbxr7i7UFsWFCxf0008/6cUXX9STTz5ZaLmdO3eaj725O15w0jl3Cuuy7q0TJ05o2bJlGjhwoFcXBKS8u/be8GaSOwDA1e+KuoOeb9q0aVqwYIGSkpK0detWvf/++xoxYsQl1Zmbm6u4uDjt2bNH27Zt0yeffKIDBw54dWx+97TiKueo4F2Gs2fPuhyjXlDBbu2uZsYFAMCTguPCCxsO5k5GRobWrl2rDRs2aPv27dq1a5eOHDni1UX1xMRE83HVqlU9lvemjFS0Cw3x8fFatWqVNm3apF9//VV79+5l2BgA4LK7IgN6hQoV9MILL2j06NGSpIkTJ+q2224zx3B7IzMzU6tWrdKKFSu0adMm7dq1S+np6ZeryZek4D8EBe+Oe8PT2HkAABydP3/esqSnq4nLCpOZmalp06bp9ddfV0pKissypUuXVsuWLbVhwwaXzxe8e+/NnWV3vdMK8qar/m+//aYnn3xSK1euLPRiQu3ateXj46ODBw96dV4AALx1RQZ0SRo5cqTefvtt7dixQ6dOndJzzz1nmfHVna+++kpjxozRn3/+6fL58PBwdenSRfHx8V53c7+c8mdvvxhpaWnF2BIAwN/Bjz/+aE5EVrlyZVWpUsXrY++++24tWrTI3A4ICND111+vJk2aqGnTpmrWrJmaN2+ubdu2qX379i7rKBikMzIyPJ7TmzLe2Ldvnzp16mSugy5JlSpVUocOHdS4cWM1adJErVu3Vo0aNXTPPfcQ0AEAxe6KDeh+fn56/fXX1alTJxmGoTfffFP333+/y2VYClq3bp1uu+02c8bVwMBAdenSRR07djT/+OZfGb/33nttEdBDQkJ09uxZBQYGatmyZUU61tu7CgAA5Fu4cKH5uFOnTl4f98UXX1jC+ZgxY/T8888XqYebZO2K7mkJM8naJf5SjBkzxgznVapU0ezZs3XrrbfK1/eKm7IHAHCFumIDupQ3C/udd96pTz/9VNnZ2Ro7dqzWrFnj9pjHHnvMDOetW7fWJ598onr16v0Vzb1o5cuX1/Hjx5WZmal27doRugEAl83Ro0f18ccfm9uelhsr6OuvvzYfjxo1Sq+//vpFteGaa64xH3sz2am3M6q7c/bsWfN/iPwL4s2bN7/kegEAKIor/pLwyy+/bAbWtWvXav78+YWWTUpK0vbt2yXl3ZX+5ptv3IZzwzCKt7EXqVGjRubjguu4AwBQnHJycjR69GhzaFXNmjW9Wj0k3+HDh83H9957r9uy7u56t2rVyny8fPlyj+ddsWKF58Z5EB8fb3brz++G786pU6cu+ZwAADi64gN61apVNXHiRHP7ySefLHTM9rFjx8zQfd1116lChQpu6z5y5EjxNfQStG3b1ny8ePFij+XHjh0rHx8f+fj4aMGCBZezaQCAq0RaWpruvfdeLVmyxNw3c+ZM+ft739nuwoUL5mNPk7sVvEvvqE2bNoqKipKUt+Tad999V2jZffv2adWqVV63sTAFx7EXtuxpvvj4eK1du/aSzwkAgKMrPqBL0uOPP666detKkv7880/LzLMF+fj4mI8L/hPhyvbt2/X9998XXyMvQUxMjDn+7Z133lFCQkKhZU+ePKm5c+dKypuYp0uXLn9FEwEANpaamqrk5GSnr4SEBG3dulXTp09X48aNLaH5jjvuUP/+/Yt0nurVq5uPv/3220LLvfXWW5Zx7o6zpfv7+2v48OHm9siRI13ecb9w4YKGDx9u3vm+FNWqVTP/T9i+fbtOnDjhslxqaqpuv/12y/8RdulxBwC48l0VAT0oKEgzZ870WK5GjRoKCAiQlDembefOnS7LHThwQAMGDLD8wc8ft14SatSooVtvvVWSdObMGQ0cONDlWqznzp3TgAEDzOVpBgwYoMjIyL+0rQAA++nbt6/Cw8OdvqpUqaLWrVtr0qRJll5jvXr10ocffljk8/Tu3dt8/Oyzz+rtt982g2xubq5++eUXDRkyRA899JDluF9++cUppD/11FOqVq2aJOn3339X69atNW/ePB0/flyJiYlavny5OnbsqB9++EENGzY0j8v/O19UkZGRZtf61NRU3Xrrrdq2bZv5fFpamj7//HO1aNFCGzdutBy7devWizonAACOroqALkk333yzbr75ZrdlypQpY46ly8zMVO/evfX2229r165dio+P1w8//KCnnnpKLVq00OHDhy3d8xYuXKjs7OwSu0r+2muvKTQ0VFLe8jeNGjXS888/r+XLl2v58uWaMWOG6tWrZ/7TEBISopdeeqlE2goAuDIFBQVp2rRp+uqrrxQYGFjk44cMGaLGjRtLktLT0zVy5EgFBwercuXKKlu2rFq0aKF58+apTJkyWrBggbmc2tq1a1WrVi1NmDDBrCu/TEhIiKS88e1DhgxRVFSUIiMjdfPNN2vbtm2Kjo7WW2+9ZR7nqXu6Oy+++KLZY23z5s1q1aqVSpcurcqVKyssLEx33nmnfv/9d3Xs2FHPP/+8edzQoUN13XXXWQI9AAAX44qexd3RzJkztXr1arfrob788stat26dUlNTdezYMY0cOdJluREjRqhDhw7mJDdTpkzRlClTtGbNGnXu3PlyNN+t6OhoffXVV+rbt6/OnTun48eP67nnnnNZNigoSAsXLlStWrX+4lYCAOyiXLlyHpc38/f3V6VKlVS9enX16tVLMTExXq15HhYWppycHPPCcb782c8HDBign3/+WVJe9++C3cU7d+6s2bNn69prr9WSJUs0b948SVJcXJzT3C/XX3+9VqxYoSFDhlgmoMvXuHFjff3115bu767alP998DQuvnv37vrggw/00EMPKT09XVJeN/r8XgClSpXSU089pYkTJyoxMVGvvPKKUlNTlZ2drR07dphz4Pj6+prn9LTySvny5SVZl5ZzJTQ0tMjL1QEArjy2DOidOnXSmTNnJFnHjXtSt25dTZ8+Xd988425z/FKesOGDRUbG6uhQ4dq3759TnXUqVNHr7zyitlVfOrUqS7/KQgICFC3bt0kyeNMr506ddLZs2dVqVIlt+VatWql4OBgSXK55mrnzp21efNmjR49WuvWrXNZR8eOHTV79mw1bdrU7bkAAFe3y3k3190M5tHR0dqyZYsWL16sFStW6M8//1RAQIDq16+vAQMGqH379mbZt956S3Xr1tWWLVsUERFhDucqqEOHDvrtt9+0aNEixcbGKiEhQVWqVFG3bt10++23KzAwULt27TLLV61a1XJ87969zbXNvXHPPfeoR48e+uijj7R161YlJyerUqVKatOmjQYPHqzKlSub51m7dq1mzZqlU6dOqX79+uaF8YiICK/PWdi8OY6KYyI8AID9+Uiy9Nl+9NFHvRrPfaXLycnR2rVr9dNPPyklJUWRkZFq06aNOnToYAnHSUlJmjdvnk6ePKl69eqpb9++triCvX//fsXGxur48ePKzc1VVFSUbrzxRrNrIf5Pjx49tGrVKs2YMUPjx48v6eYAAIrZK6+8oqeeekqSNH/+fA0ePLiEWwQAgHd69eplWS7UlnfQ/wp+fn7q2rWrunbt6rZceHi4Hn744b+oVd6rV6+e2zXcAQC4UqWnp6t69eoyDEM1a9Y0u8sXpuA/Nh07drzczQMA4LK5aiaJAwAAV4fg4GBFRUUpOTlZv/zyi9tlT7ds2WKuk966dWtz/XQAAK5EBHQAAGA7I0aMMB/HxMRo+fLllpVUDMPQihUrNGDAAHP/mDFj/vJ2AgBQnP62XdwBAIB9jRo1SosWLdKGDRt04sQJ3XzzzapUqZLq1KkjX19fHTx4UMePHzfL9+nTR0OHDi3BFgMAcOm4gw4AAGwnICBAy5Yt0x133GHuO3HihDZu3KgNGzZYwvmwYcP02WefFWnlFwAA7Ig76AAAwJbKli2rzz77TOPHj9fChQv1yy+/KDExUUFBQapYsaKuu+469e/fnxVMAABXDQI6AACwtWbNmqlZs2Yl3QwAAC47urgDAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAADABgjoAAAAAADYAAEdAAAAAAAbIKADAAAAAGADBHQAAAAAAGyAgA4AAAAAgA0Q0AEAAAAAsAECOgAAAAAANkBABwAAAABcVtnZ2UpKStL58+dLuim2RkAHAAAAAFxWJ0+e1PTp07Vhw4aSboqtEdABAAAAAJdVZmam4uPjdfbs2ZJuiq35l/CaXj8AACAASURBVHQDgCuBYRhKTk5WSkqKDMNQ2bJlFR4eLj8/v5JumkuGYSglJUXJycnKzc1VcHCwwsPDFRQUJB8fH6/qWL16tW6//XZ9//33uvbaa92WPXz4sG666SY9++yz+sc//uGyPampqfL391dwcLDT89nZ2UpJSdHZs2eVk5OjwMBAhYaGqmzZsvL3/79fU1lZWUpPT1dwcLACAgK8eh2u2pKeni7DMBQcHCxf36Jdp0xKSlJqaqoqVaqkUqVKmXVmZGTo2LFjioiIUNmyZS+qbe7am5ubq5CQkCK3t6hyc3O1atUq/fe//9WMGTPMn/2RI0eUnZ2tyMhI8/WlpaXp2LFjCgkJUeXKleXn56esrCydOHFCFy5cUEBAgCpUqKCQkBDL+27NmjX65z//qVdeeUVNmjS5LK/j2LFjunDhgqKjo833kGEYOnz4sAICAlS1alWvPwvuZGZm6vjx48rIyJAk+fr6qnTp0goPD1epUqXk4+Ojo0ePyjAMValSxfydYRiGzpw5o5SUFFWsWNHyucjIyNB///tf7d+/X1OnTlXFihVlGIaysrJ05swZpaWlKScnRwEBAQoPD1eZMmW8fi2GYej06dNKSkqy7C9durQqVaqkwMBASXmfteTkZKWnpyszM1MREREKCwuznMcwDA0ePFiVK1fWzJkzLZ9V4Ep37tw5JSQkKCcnR5LMv1/h4eEKDAxUVlaWjhw5orJly6pixYqWY+Pi4mQYhqpVq2b5PyE9PV3jxo1ThQoV9Nxzz5mfmbNnzyohIcGpDbVr1y7S5yozM1NJSUlKS0uTJJUpU0aRkZFmG5KTk5WYmCjDMJyOrVKlikJDQyVJ+/fv16hRo/T000+re/fuXp//SpWdna0TJ07o3LlzkvJ+jwcGBqpChQrm7+b83/M1a9a0/B5MTk7WqVOnVL16dZUuXdpS79KlSzVjxgwtWLBAVatWLXKbTp06pbS0NPn7+yssLExly5Yt8v8A+fWkp6dLkoKDgxUREaGAgADl5OToxIkT5vslX5kyZRQVFWXZ98QTTyglJUWzZ882//fB5WUU/Hr00UcN4GrSvXt3Q5IxY8aMi67jwIEDxtChQ43mzZsbLVu2NAYPHmxs3rzZyMnJKcaWFp+9e/caw4cPN5o2bWpcd911xk033WR88sknxrlz57yu4/+xd95hUVz74363UKUjUlS6gICIIArYY0MxNiwxN8YY9V5NjL1Ec8UkxhKjJrFrriZEJIkNxRgrJhFrxK4oCmIBRAQEaQvL7vz+8LfzdV1AMJpy777Pw+PjzsyZz8ycOXM+9Rw8eFCwsbERrly58sx979+/L4wdO1Y4fPhwtdvLysqERYsWCZs3b9bZVllZKSQlJQnDhg0TgoKChMDAQCE8PFyYNGmSkJaWprXv1atXhVmzZgmXL1+u83U8TUVFhbB582Zh5cqVQlFRUb2Pj4mJEXx9fYWkpCTxN7VaLRw6dEjw8PAQdu3a9dyyVUdFRYWwadMmYfny5UJxcfELbbs6SkpKhKFDhwrz5s0TlEql+HtgYKDQsGFDYfXq1WK/X7lypSCVSoW+ffsKBQUFQmVlpRAXFyeEhoYKwcHBQmhoqPDxxx8LDx48ENRqtdhWaWmp8PbbbwuTJ09+adcRHR0tODg4CKdOnRJ/S01NFezt7YWJEydqXdvvISUlRQgODhYcHByEFi1aCK1atRI6d+4sLF26VMjPzxfUarUwdepUoW3btlr9tqqqSpg8ebLQqVMn4dKlS+LvarVauHLlitC3b19h69at4r1WqVTC8ePHhaioKKFNmzZCYGCgEBQUJMyePVtIT0+vs7wqlUr44IMPBHNzc8Hb21vw9fUVfH19hZEjRwo3b94U97t06ZIQGRkp+Pr6CiYmJsKiRYu0nqGGU6dOCY0aNRJOnz79PLdPj56/LAcOHBCcnJwENzc3oUWLFkJISIjQs2dPYcuWLUJxcbGQk5MjBAYGCgMGDBBKSkrE4+7fvy80a9ZMGDx4sM439/jx40JISIhw5swZrd83bdokmJiYCJ6enuI72aJFCyEvL6/O8lZUVAgJCQlC7969haCgIKF169ZC9+7dhUOHDonjSGxsrBAUFCSew9fXV3B0dBTkcrmQmJgotqVWq4V58+YJERERgkKheJ7b97ciNzdXePXVVwVbW1vBz89PvH8fffSRcPv2bUGpVAozZswQnJyctOYlFRUVwuTJkwV7e3vh6tWrWm0WFRUJwcHBwrJly+otj1KpFH766Seha9euQnBwsNCmTRthwoQJQnp6erXjcE1UVFQIW7duFbp27SoEBAQIQUFBwtChQ4WMjAxBEAThwYMHwsCBA4WGDRuK/cHPz0+YMGGCTlspKSlCWFiYcODAgXpfz5NkZGQIQ4cOFbZt2/a72vlvo2fPnlr6uN7crUfPM1AqlXz00UecPn2aRYsWYWhoyIoVK/j000/ZvHnzX86SWFpayvLlyzl58iRz587FxsaG+Ph4vvjiC3x8fAgKCnohnsMnsbOzY8WKFTVadquqqjh69Cj+/v462zIzM/n888+RSCR88MEH2NnZce/ePfLy8kTPhYa8vDwSExPp3r07fn5+zyWrSqXi0qVLZGdnM2TIkHofHxoaSmVlJdeuXaN9+/bi78eOHaNx48b4+Pg8l1w1oVKpuHDhAjk5ObzxxhsvtO3quHjxIikpKUyePFnLcyOXyzE2NiYlJYWioiIsLCz45ptv8PDwEPc5f/48s2bNol+/fkRFRXHu3Dk2btyIh4cHQ4cOFb04pqamREREMGfOHKZNm6ZjqX8RTJgwgcTERFavXo23tzeGhoYsW7YMOzs7pkyZ8sK9vf369ePNN9+kpKSEffv2sXLlSlxcXBgwYAD//Oc/OXbsGPHx8bi5uWFqasrFixfZvXs3EyZM0OozKpWKU6dOoVarCQwMFN8ptVpNSUkJXl5eDBs2DEtLS65du8bSpUtRqVTMnTtXx3tTGy1btmTmzJliNISVlRX29vbidplMRnBwMGFhYWzevLnGdlq3bo2fnx8xMTEEBQW99AgPPXr+SIyNjXnvvfdo06YNDx8+JC4ujnnz5uHg4ECHDh2Ijo5m7Nix7N+/n4EDByIIAv/5z3/Izc1l+vTpOhFjK1euxNvbu9rIIVdXV2bPno2zszMAEolE9GjXhQcPHrBw4UKcnZ2ZNGkSMpmMDRs2MHfuXDw9PXFxcaFLly64urqK31ZBEPjqq684c+YMwcHBYlsSiYR+/fqxfv16jh49SteuXZ/n9v3t6NKlC2PHjkUikXD27Fk+//xzpFIp77//Pv/617/48ccfWbRoEatXr8bAwIDk5GQSEhKYMWOGzrd/79693Llzh6ioqHrLkZaWxsKFC3Fzc2Pu3Lncvn2b1atX8/333zNx4kQaNGhQp3aSkpKYOXMmgwYNokOHDhgaGlJUVKTTryIiIhg1ahRSqRSJRIKtra1OW02aNKF58+YcOHCAdu3aVRsNqefFoVfQ9eh5Bjdu3CAxMZHx48fTr18/BEEgJyeHDz/8kIyMDJo3b/5ni6jFjRs3OHXqFEOGDGHw4MEIgkCDBg04efIkJ06cICAggJKSEj755BP69OlDly5dAEhNTWXp0qVMnToVb29vsb2srCy+/fZbsrOzCQ4O5o033hAH71u3brFmzRpu3LgBwHvvvSe2B4/DwadOnUp+fj7Jyclcv36d1NRUAN5880369+/P3bt3SU9PZ86cOfTv3x+pVIogCFRWVoqGhF9//ZUvv/yS/Px8bty4wdy5c1mxYgUAy5cvp0mTJhQWFpKYmEhSUhI5OTlYWlrStWtXIiIiRCVk8eLFHDt2jGvXrqFQKBg5ciSGhoZ4eXmxaNEiUe6rV6+yadMmbt26ha2tLQMGDKBdu3YYGRlha2uLu7s7qampKBQKjI2NEQSBY8eO4eHhgYuLC/B44pOQkMD+/fspKirCx8eHESNG0LRpUy0DSWpqKtu2bePKlSuYmprSrl07+vTpg52dHVOnTiU9PZ2UlBQUCgVvvvkmBgYGhISEMGvWLLGNCxcu8P3333Pz5k0aNWpEv3796NSpk5gGUFVVxf79+zl37hxt27bl8OHD3Lx5ExcXF0aPHo2Xl5fY1nfffYednR0BAQFa/UoqleLh4UFZWRm3bt1CJpNx69Yt+vfvT25uLgC7d++msrKSf//739jZ2eHv78+JEyeIj48nKipKK9Szffv2KJVKdu7cyTvvvFPX7l1nbG1tiY6OZtKkSSQmJmJkZMThw4f5/PPPxQnwi8TZ2Znw8HAAGjVqxIkTJzh16hR9+/bFxcWFoUOHsm3bNnr16kVgYCDR0dE0adKEIUOGaBkLKioqOHjwIJ6enlpyymQywsLCCAsLw8zMDICOHTuSlJTEhQsXyMvLo2nTpnWW19bWFn9/fywtLbG2ttbZ3qxZMz744AMyMjLYv39/je1IpVL69+/Ppk2byMzMfCn3Vo+e6rh8+TK3b9/G1tYWPz+/eimzdUUqldK8eXPCw8MRBAEzMzNee+01bty4QYcOHejduzedO3cmJiaGdu3akZeXx3fffcf48eMJCgrSaisnJ4eDBw/y6aefVpuiZW5ujq+vLx4eHpibm9fb2HXnzh2ys7OZOHEi3bp1QyKR4OrqSvv27Tl+/DguLi44OTlpGUSzsrJ49OgRffr0EccVDd7e3ri7u7Nx48Y/XUHPycnh4sWLCIKAn5/fC0tRehpHR0fatGmDubk5oaGhJCQkcOHCBR49eoSbmxvTpk1j1qxZvP7664SEhLB582aaNm3K22+/rdNWbGwsbdq0qde4rOH48eNkZ2ezcuVKAgICCA4O5vr16yQmJjJs2DDc3Nye2UZVVRWxsbEEBATw73//G0NDQ2QyWbXGaScnJ/z9/WnQoEGNhl4TExPat2/P5s2buXPnzgt3RujRRm/q1qPnGVy5coXS0lLxgyeVSvH398fY2JjTp09r7fvgwQO6du36zJztl0lGRgZ5eXm0a9cOeGwJb9KkCU5OTly4cIGqqioUCgWJiYncuXNHPO7hw4fs3buX/Px8rfamTp3KvXv3MDExYfXq1axcuZLKykoALC0t6dKlCx07duTo0aPcvn1b61hjY2P69OlDv379cHBwwNvbm6ioKKKiokSlUC6XizlSVVVVosxGRkZiPqyzszNRUVF06tQJa2trOnToILajmZTduHGDjRs3UlBQgJ+fH2q1mujoaGJjY8X84NDQUPr374+3tzfOzs706dOHqKgoLaNCcnIyw4YNExXu3NxcJk2axIkTJ8R8/rCwMG7cuCHmDCoUCq5cuUJQUBBGRkYAfP7554wbN47S0lKcnZ3Zu3cv48aNE2XRnOudd95h27ZtODs7Y2VlxYEDBzh//jwAXbt2pV+/fnh5eeHs7Myrr75KVFQUYWFhYhvnz59nypQp/Pzzz/j4+JCZmcnEiRM5cOCAmGeoVqtJT08nJiaGefPmoVarxf789DPbt28f/v7+Oh9piUQi5tjduHGDXbt20atXL1G5U6vVXLp0CS8vL+zs7ACwtrbG09OTy5cvi89Wg729PR4eHiQkJPCyCA8P55VXXmHVqlUsXLiQbt26/SH5lJr7rjFIGBoaEhERgZmZGXv37mX79u0cPHiQadOm6eSuVlRUcOnSJTw9PcX+D4/vv5mZmdYkWiKRYGxsjKGhoda+deGXX36hc+fOBAcHM3jwYM6cOaO1XS6X17nNV155hQcPHpCSklIvGfToeR6ysrJ444036NmzJ2+99RYDBgwgKiqK5OTkanOrXyRyuRyVSiUqz0ZGRsyaNYvU1FT27NlDbGwscrmcmTNn6tSoOXHiBOXl5bRu3brati9dusTAgQMJDAwkMjKSc+fO1Uu28vJyDAwMsLS0FJXXxo0bU1FRwfXr16s95vz586Snp9O3b18dg4ChoSFt27bl4MGDWt+tPxKFQsHKlSvp3Lkzb7zxBsOHDyciIoK1a9eK+eIvC6lUSlVVFVKpFJlMhkQiYdiwYfj7+7Nu3ToOHz5MUlISkyZNwtLSUuvY3NxcLl26ROfOnettSBAEgfT0dGxsbHB0dAQeK8fNmjUjOzu7zsXV7t+/T2pqKp06dWLChAn4+fnRvn17YmNjdZY427BhA23btqVly5aMHz+ehw8f6rQnk8nw8PDg4cOH3L17t17XpKf+6D3oevQ8g9zcXFQqFY0aNWLmzJlkZGQwduxYjIyMdAYplUpFZmYmmZmZ9TqHIAioVKpnTi5kMpnWR/Tp4yQSCYWFhZSVlWmFq5qammJmZsb9+/dRq9X1kq1ly5bExMQgCAKLFy9m7dq1vPvuu2LRqIiICHx8fFi+fLnOsaampkRFRVFcXMzOnTvx8/PjH//4h9Y+Xl5edOjQgWnTprFr1y769OlDnz59cHJyQi6XI5FIcHNzw83NjaNHj7J//366deumpVQD+Pj4sGXLFjHsSqFQsGTJEn766SciIyNxcXGhY8eOhISEcP36dbKzs4mKihKVSXisHC1evBhLS0t+/vlnJBIJpaWlTJkyhQ0bNhAaGoqxsTFt2rRh9+7dZGVl4erqyq+//oqBgQFt2rQBICUlhUWLFjFjxgymTp0KPPZyDx06lL179zJgwABKS0uJi4ujoKCA+Ph4XF1dAcSCcAC9e/emvLyclJQUcnJyGDx4sJa3U6VS8eOPP5Kdnc1PP/2Em5sb9+7dY8KECezYsYM2bdpoXV9WVhazZs3izTffrNaKXlxczO3bt2u0ztvZ2eHu7k5ycjI//vgjq1ev5qeffhLlLi4uxsnJiezsbHr16sXbb7+NjY0NDx8+1OnbGo/89u3bEQQBiUSCWq3WSWuoDk2/0FDdeyCTyTAzM2PEiBEMGzYMlUrFunXrMDAwQBAE1Gr1M98FjVzP2gcejxMpKSnk5+fzzTffkJGRwfz580VZvby86N+/P6tXr6agoICIiAgiIyN12tMUjnNwcHjmfbh//z6HDx9m7NixWu97bUgkElxcXBg1ahSBgYFkZGSwevVqcnJyWL16Nf7+/vWeUDZp0gSVSqVl8FOpVLXe3yefVW086xnUpZ267vN7ZanrPs+irvemLu38Ufe3ru9JbftJJBKdcUkQBC3jXm5uLiNGjODw4cNaY0pOTg4XLlzg1KlTzyzGVZ/7q1aruXPnDlevXiUzM5P58+fj4eGhla7l5eVFv379+OSTT6isrOTTTz+t1pt/6dIlpFKpONY/ibW1NSNGjCA4OJicnBzWrVtHhw4dSE5OrrOnsmnTppSXl5OZmSmOo6dPn6a4uLhahUuhUPDbb7/RuHFjncJnGpo1a0ZxcTF3797F09OzTnOVut7fZ43jVVVVfPnll8yfP1+riNmDBw8YP348arWaMWPG/O7+C4hjVUFBAampqajVarZv305qaiqDBw8WFXBjY2Pmz5/PwIEDOXfuHEFBQYSFhem0n5GRQXl5+XN5mRUKBUVFRdjY2FBZWYmfn58451EoFHU2luTl5Ykpj76+vsydO5eDBw8yefJk7Ozs6NGjBzKZjMDAQIKCgnBwcODo0aOsX7+erKws4uLitAz1mpQL4f8XGtW891VVVc/sD09uVyqVdfrO/6+jV9D16HkGmsFHJpOhUCjE6q0SiURnoDQzM+Odd96huLi4XucoKSnh22+/5fLly7XuN3PmTPHjrrGyxsfHk5GRgSAIuLm5UVFRgVqt1proSKVSpFJpnYwATzNs2DDg8eDctm1b1q1bx+XLl+ncuXO92qmJhg0bMm/ePAICAtixYwerVq1i8eLFREVF1Ss/uUGDBhQUFHDz5k3KysqoqKigvLycwsJCHWtxTdy4cYObN2+KocMaDAwMOHv2LFVVVRgbG9O4cWNMTU25c+cOYWFh7N69G0dHRzGv8JdffqG8vBxvb2+OHDkCPJ4AGBgYkJSUxIABA8jKyuLSpUtERUXpGFPqysOHD0lPTycsLExU3O3s7Gjfvj1btmyhoKBAS0H39/enZcuWNeZfayZxNYWKSiQSAgIC+P7776msrKRDhw6igq5RyORyOWVlZUilUpRKpRghUR2WlpbiSgMymYyLFy+ydetWnQrjT2Jra8v06dO1PBZpaWl8//333Lt3D0EQ8Pf3Z9SoURgaGlJRUYGJiQkSiUSM/KioqGDPnj0cOnSoxvOoVCoKCwurzcV7UhZNKsDmzZvZu3cvZWVlGBsbs3DhQq2Jm1QqJTIykh07dpCRkcGyZcuqbTM/P7/G1Q6e5N69e4wYMYKgoCBGjRpV675PIpFIGDNmjPh/tVpN+/btGT58OEeOHMHX17feq1NIJBJMTEy0JtG7du3i4MGDNR5TWVlJZWXlc62k8CSlpaUYGhrWuqqDZgyvbZ9Hjx5hbm5e60RerVbXKmtd+syTNQVqorCwEFNT03pHRTzNw4cPq01f0KBWq6mqqqr1PCqVivLycp3w56f3eVafKSsrE/tJTbRu3VqrL1dWVnL06FF+/PFHcQzPzMzk9OnT1X7HcnNzmTJlCgEBAdy/f7/G89SlzzRs2JDAwEAUCgUfffQRpqamlJSU4OTkxIIFC7TytU1MTIiKimLnzp14eHjU+G0sKChAKpVWmz8cGRmpZbDr1asX7du358svv2TNmjU1yvkktra2dOvWja+//pqKigrkcjkbN27E3t6+WoXozp07HD16lO7du9OwYcNq27SyshJXnIDHz2TFihWkp6fXKEdd+oy5uTkff/yx1kooaWlp7Nixg9u3b4uGmRMnTuhUGIfHffeTTz6hQYMGnDp1qsbzVFZWolQqMTExqfXd7d+/PwB79uzh1KlT4ooZ06dPZ9y4cVr7+vr60rNnT/bs2cPQoUOrvXeaFWme9qxrEP7/qhyafiyVSsX+qDFUyGQyysvLkcvlKJVK8brrOoerqqoS5x3x8fEYGBjQuXNn8vLy2LJlC6+88grW1tbMmTNHPGbUqFE0a9aMNWvW8PPPP9O7d2+tNg0MDMS5sIZNmzbx22+/1SqHJg1OIpFQVlZGWloar732Wp2u438VvYKuR88z0CxtVVlZyYcffkhpaSlFRUVUVVVhZWWlta+ZmRkTJ0587nPVZ6JaUFDAokWLyMzMxN3dXSzuYWxsjIGBgVb4l1KpRKlU1prXVtOE8ckQXAsLCwwMDMTB9kXRsGFDxo0bx+jRo0lLSyMhIYGvv/4aHx8fRo0aVSeF4fr166xZs4br16+LlvnMzExkMlmdowaKioooLy/n2LFjpKWlaW0LCAgQ5XB0dMTd3Z0rV67w6NEjDhw4wMCBA8XJ54MHD8TiO0/i7u4uGljKy8t59OgRjRo1eu4l4yoqKigtLdVaykcul2NhYUFZWZn4UddgZWVVa56mJjxfo8hWh6+vL2FhYVhZWWk9FyMjIwwMDCgpKcHNzY2dO3dibW3N6tWrRQW5OvmfXPpPIpGIaSQ18fS2kpISRo8ejZGRER4eHuJ7oNkWExODra0tlZWVxMTEaBVnqu08EokEGxubZ8qiOddrr73GyJEjuXv3Lt9++y0pKSmUlZVpKSRNmzbF2dmZ3Nxc3N3dq23T2NgYtVqt8+yeJDMzkzlz5qBUKlmwYEGdvO21XYO7uzve3t7cvXuXsrKy58rlraqq0unHtd07TQrLs8a8Bg0a1BrKamlpqeOheRqNXLUp3w0bNqzRkKQ51tjYuNZ3oy59xsjICKlUWqvR0NLSUqtv1dROVVVVrZ6oRo0a1bpdE2lS23lkMhnGxsa1tmNiYvJMr55GKX2WB/1JkpOTmTZtGv7+/pibm1NRUUFaWlqtIb4HDhzAz8+v1mdQlz6jOd7Y2JipU6fStm1brl27Jn5jOnbsKCqXEomERo0a4e3tjbe3d43vj6ZeiVKpFMfamggODsbT05NLly7Vut+TWFlZMX36dDZu3Mj+/fsxMjJi7NixfP311zrKskql4urVqzx48IDg4OAaDSea5/p0uk1t97cufebpZ52fn8+8efN48OAB7u7uSCQScnNzdVKwniQnJ4cbN268kHFGQ0REBO+++y4KhYI1a9Zw4cIF8vPztaIyjI2NCQkJ4fLlyzRt2rTatg0NDat14mgoKyvj+++/58GDB8DjSAVNMTm5XI6RkRHl5eXY2Niwa9cuzM3N+fnnn5HL5XU2oBobGyOXywkNDRXHwMaNG+Pk5MT169dr7P8jRozgs88+4+bNmzrbnjTEP0lt99fAwAA/Pz+xjxUWFpKXl1ena/hfRq+g69HzDJo2bYpcLuf69etizm1qaqroIX0RmJub8+6779brmNTUVO7du0d0dLSWp27//v2Ym5tz69Yt0cqvCZsNDAwUJ2QymUzrA1pYWFjteZ78vaysjKqqqlq9Mr8HAwMDmjdvjoWFBUePHiU9PR2FQvHMiqUqlYrdu3dz+vRpPvjgA/z9/TEwMGDz5s1s3bq1zufXeK2GDRvG0KFDtbbJZDJxUmVjYyMWQDt37hy3bt2iR48e4r4WFhbIZDKWLl2qMzHSeEYNDQ0xNTWlsLCQqqqqWquK1zSpNTAwwNjYmNLSUtEIoVKpKCsrw8jISOdDLpfLaz2PjY0N5ubm1a7Hq8HW1pbJkyfreN2MjIywt7fn4sWLyGQyXFxcUKlU5OTk4ODgUO01ZGVlicYleJxO0bJlyxrPXR2XL18mOTmZixcvihM7DQkJCZw8eZJ58+ZRWVlJdHQ0ffv25ZVXXhFrGPxerl69Cjw22gQFBYnyz58/n1deeYWePXtqTV6eNblt2LAhcrm82pBUeOw5X7JkCVlZWaxcufK5VzN4Ek3I/7OUwpp49OgRSqVSK1pj4MCBDBw48HfLpud/lwMHDuDj48P69esxNjamuLiYyZMnc+3atRqPUSgUREdHP7fR80kOHjwopuIEBwfTsmVLCgsLiYuLIzQ0VCeXXGNgrOkdcnV1Ra1WVZhXTgAAIABJREFUk5ubW6fCYZrIoroilUrx8/Nj/vz5FBYWYmRkhFKp5JNPPhGLl2pQKBTs3bsXT0/PWmvmZGZmIpfLxVxoIyMjMW3rRZKSkkJubi7z5s0jJCQEgB07dvDzzz/Xely7du10vLzPg0ZRtrOzo2XLlpibm4u1b7Zt28b48eO1nsWTRuXqcHJywsDAoMZcbU1KUFZWFoDWPMHAwAA7Oztyc3NRKpViv8nPz6+1iNvTNGzYEFNTUy1FXGOYqm2cV6lUNX6nFAoFarVaK9po5MiRjBw5sk4ywePiwprr1lMz+iJxevQ8g1atWmFlZcUPP/wghh5pQqo0HxINJSUlrFixggULFrx0uR4+fIixsTH29vZag62Pjw8ODg7s3r0b+L9Q+Fu3btGmTRvRAmtkZKSVk/7jjz9We54n27lw4QKCINS7CJ5EIsHAwICysjIdq/rDhw+5ffu21rIvCoWC+/fvY2xsrPVR1HjDn7ZKq9Vq8vLysLe3JzQ0FBcXFwwNDUlNTdXxislkMgwNDSkpKdGRxd3dnSZNmrBv3z4aNmyIo6Mjjo6OODg46Cw51rx5c3Jycti9ezcWFhaEhoaK2zUW6/3794ttODo6Ym1tLT4rTdG8/fv3axXmq6io0Aof03juFAqF1u/w2GPi7OzMmTNnRK9SQUEBycnJuLm56UR4PAsDAwNat25da7EviUSCk5OTTlifJgXizp07YpG727dvc/XqVcLCwnQMAwqFgtTUVDp27FgvGZ8mIyMDc3NzHeX8wYMHfPzxx4SHh9O9e3d69+5Ny5YtmT59erUhky8KmUxGeHg4bm5ufPvtt7V6wqvDxMSEpk2bVus5KigoYNWqVVy5coVPPvlEp9L+k9y+fZtPP/2Uw4cPa3l9y8rKKCwsFN97tVrNlStXSE9Px83NrV5LtWk4f/48DRo0oFmzZvU+Vo+emsjOzsbd3V30VJuamuLk5FRrSH6LFi1e+BKKGmQyGa+88gpSqZRDhw7VOXVKQ2hoKCqVqtrx9WlF7tdff+XmzZs6cwyAU6dOsXjxYp0itZqwcGNjYxwcHLC0tOSzzz5DLpeLRWM1PHz4kMOHD9OmTZtaI3DOnTuHj48PNjY29bnUelNQUECDBg20IvZsbW1rlc3IyOilFuR1c3MjIiKCn376qVpvcm04OzvTqFEjkpOTq91uZmbGpEmTWLRoEYsWLeLNN98Ut0kkEnx9fVEoFJw9exZ4fH/OnDlT7bM4deoUCxYs0Im2sLW1xcvLi6NHj1JWVgY87md3796lefPmSKVSKioqtLzZarWaNWvWYGFhoZM/r1arefDgAQYGBnWueaLn+dF70PXoeQZ2dnaMGzeOjz76CDMzMywsLIiLi+ONN97Q8SSXlJSwZs0aMjMzmT179kuVS61WV2utb9q0Kf369WP+/PmMGTMGd3d3tm/fTrNmzQgODkYqlWJiYkJQUBAxMTHiAH3s2LFqz7Nz506kUilWVlbExcURGRlJw4YNUavVZGVlcefOHe7du0dFRQU3btzg2LFjmJmZ4eHhIVqF5XI5vr6+7Ny5k/Xr19OsWTOaNWuGi4sLaWlpTJ8+HTs7O8LDw6msrGTHjh08evSIsLAwrVBAS0tLDA0NRbnNzMwIDQ3F1NQUT09Pvv/+exYvXoyfnx+JiYkkJibSpEkTresxMDCgSZMmfPvtt8TExNC6dWssLS1p3bo1FhYWvPvuu4wcOZJu3boxaNAg1Go1v/zyC+7u7ixYsECUx8fHByMjI2JjY+nevbuWlz8kJIThw4cze/ZsLl26RFBQENnZ2fz4448sXryYrl27YmVlxeDBg5k0aRJDhw7ltddeo7KykqtXrzJ48GDRI29gYICPjw/ffPMNGzZsECdUAQEBGBgY0KNHDxISEnj77bcZOnQoJ0+e5MCBAyxYsECnQnhdGDRoEKtWrSIzM1Pn3j2LIUOGsG7dOl577TXGjBnDb7/9RlpaGnPnztXxaGlCB19//fV6y/gkVVVV1Ybpzp07l4KCAqZPny4+m/fff5+2bduyevVqZsyY8bvOWxsNGzakR48eREdHc/XqVQIDA+t8rJGREe3atSM1NZX8/Hwxn1mpVJKQkMDatWuJiIjg119/FeskODk50a1bNy0P9p07d1i6dCljx46lTZs2olKTnp7O3Llzkcvl+Pn5kZ2dzY4dO2jdujVdu3YVDWLFxcV89dVX5ObmkpmZSVJSEnK5HAcHB51Cj3v27MHZ2fmFePP16NHwdG67VColIiKCbdu2iZErTyKVSpk7d+5LWX4L/q/AYvfu3dm1axcDBgyoVxRdixYtxGKnPXv21No2fPhwzM3NCQgIID8/n127dmFjY8OECRN02jl16hTLli3D3NxcS4FXKBTExMRw/PhxPDw8OHnyJL/88gtz587VUWR//PFHpFIp7du3r9FLX1hYSHJyMv/85z9/V52IulDdfMbf35+OHTuSnp5ebZra0KFDRc/+y0AulzNo0CDi4+PFVV3qeh+MjIyIiIhg+/bt1UbISaXSWiMRu3TpQkBAAOPGjWPChAmkp6ezb9++ar/rp0+fZvHixbi5uWmlcMnlckaNGkVCQgJ9+/alb9++HDlyhCtXrjB79mxkMhlXr15l0KBBdOrUCXt7e86ePcvhw4f5xz/+Qfv27bXOU1FRwenTp/H09KwxRUvPi0PvQdej5xlIJBKmT5/OokWLOH78OLt372bkyJFMnjy52pxLa2vrWosEvWykUikTJ05k4cKFnD17li+++IKSkhLeeecdnJ2dkUgkNGjQgAkTJhASEsLWrVtRKpWsXLkSe3t7cSJvZGSEg4MDq1evJjU1le+//56IiAg++OADjIyMqKysJD4+nsGDBzNhwgQEQeDrr79m8ODBzJo1S8vibGRkxOjRowkJCWHp0qWMGDGCPXv2AODp6cnIkSOprKxk7dq1rF+/HhcXF9auXUuPHj20PtjNmjVj5syZZGdnM378eIYPH052dra4/MmUKVNITExk/vz5ODg4MGfOHBwdHbU+jhKJhP79+/Pmm28SExPD8OHD+eijj8RtERER7N69G3t7e1asWMGGDRuwtramf//+Wu24ubkREBCAoaEhQ4YM0ZJTLpezbNkyPv/8c65evcqSJUtITEwkMjJSDIGWSCR07dqVr7/+GldXV7744gtiY2NxdHTUmkzJZDK6devGW2+9RVxcHCNHjhQLjEkkEjp27MiKFSswNjZm3rx5XLt2jUWLFjF06FBx4qV55ra2ts8MmYyKikIikXDkyBGt0LiGDRuK68k/iYWFBTY2NkgkEuzs7Ni9ezetWrVi7dq15Ofns3r1akJCQrTuj1qt5tChQ7i7u4trh79Izp07R2JiIjNnzsTT01P8vVWrVrzzzjvs3LnzhS0TI5fLsbOz01n+rHfv3vj6+rJ+/Xqt/S0tLbUU6afRTOyys7O5evWq+AxUKhUlJSUYGhqK67kvXbqUpUuX8t133+nk9MnlcmxsbDA1NdW695ook+zsbGJiYkhKSuKtt95i7dq1WpOukpISli1bxrfffit6cpYuXcrmzZu1zlNSUkJCQgKDBw8WPZ169LwMJBIJ4eHhLFy4EA8PD0xNTcU0H3t7e5YsWcKrr776ws5nZGREo0aNtIzEpqamdO7cGalUSkpKihiFJZPJsLGxwcLCokYDgUwmY8yYMfz88886KSwDBgyguLiYLVu2cOTIEfr27UtycjLOzs467ZiYmGBtba3zvsnlcpydncnOziY2NpaysjL+85//VLvk2969e2nVqlWNS74JgsChQ4dQKpX1KkL5IrG1tWXWrFn0799fNM4bGhpiYWFBVFQU8+bN+92FFDVIpVKd56dZQaZHjx6cPn1aDIOHxzUV7Ozsak2lGDVqFHl5efz666/1lsfKyopVq1YRGRnJmjVrOHPmDPPmzWPQoEE6z9LY2BhbW9tq6xq0b9+eHTt2IJPJ+PLLLyksLGTdunWEh4cjkUho2LChuFpAbGws+fn5LFiwgNWrV+vc2+LiYo4fP067du2ey/ivp/4IT/5NmjRJ0KPnv4nu3bsLgLBw4cI/W5QXSkJCghAVFSWkp6fXuI9arRbS0tKEvn37Cv/617+EnJycP1BCPX9HKisrhQULFgijRo0S8vPzX8o5MjIyhMjISGHz5s2/u61vv/1WcHJyegFS/XXIyckRxo0bJyxevFgoKyv7s8WpEbVaLXzxxRdCq1athIKCgj9bHD3/Zbz99ttCdHR0tdtu374tLFu2THjvvfeEjz/+WDh16pRQWVn5B0tYf3Jzc4Vu3boJsbGxgkql+rPFqZGioiJh+PDhwpw5c/6Q823fvl2IiooSbt++rbOtuLhY2LJlizBlyhRhypQpwtatW/824827774rjBgx4i89jteVbdu2CV26dKl1zlkXMjIyhKFDhwrbtm17QZL9d9CzZ08tfVwf4q5Hz38xGgvwhx9+yJUrV15abp6e/x7kcjnDhg17rhzLuqJQKOjbty8REREvpf2/O3Z2drz55pvcunVLXCLor4qxsTELFix4aYUj9eipDmdnZyZPnvxni1FvrK2txYgzoZ5Lnv6RlJWV0bZt2xcakfC8mJmZMXjwYAYPHvxni1Jvpk2bRnx8POXl5X/pcbwuqNVq3nvvPdzc3P5sUf4n0M/W9ej5L0cqlRIYGEhgYOBLy83T89+DRCLB1dWV0aNHv7Rz+Pj46BSg0fN/SKVSQkNDtQoP/hWRSCT861//+rPF0KPnb4NcLv9LKL3PwsHBod4ry+jRxdXV9W9pSKqOv6OB5O+MXkHXo+dvipOTE+Hh4c9cggxqX3tWj56/M97e3vVa4kWPHj1/D9q2bYulpeWfLYaePwB3d3d69epV4xryev57sLCwoE+fPnh5ef3Zovyl0ReJ06Pnb0p2djYnTpygtLT0zxZFj54/jdTUVGJiYv5sMfTo0fOC+e2332pd8lHPfw83b95k3759FBcX/9mi6HnJFBcXs2fPHq5fv/5ni/KXRq+g69HzN+Zl5rCVlJSQmpqqs+Z4dVRWVnLjxg0KCwtfmjx6/hgEQaCsrIw7d+7orLv+oigpKeH27dta63P/HqpbgufvjCAIPHz4kKysrHqvo/5XQ6lUkpWVxcOHD//SObd/JgqFgrt371JSUvJni/K7EASBwsJCMjMzX0i/1feX/y3+G593WVkZN2/efGHfupeBWq3m/v375Obm/iHf0r96/YW/CvoQdz166kBOTg4ZGRnk5uZSVVVF69atcXFx+bPFqhG1Ws3169e5fv06lZWV2Nvb4+/vj5WVVZ3D3U+ePMnQoUNJSkrSWUP1abKzs+nZsyfR0dG89dZbOttVKhWZmZni0m1Po1AouHHjBhkZGSgUCiwsLHBxccHNzU1rKZnS0lJycnKwt7fXWtaqPqjVavE5Ojg41Ltw3rVr17h16xZt27YVC2NpFKqjR4/SsmXLF9o3NPIqlUqcnJyeuUzaizhfQkICO3bsYNGiReLSW/v370ehUBAYGCheX2ZmJkePHqVx48a0bdsWQ0NDSkpKSE5OJi8vDzMzM1q0aIGjo6PW+rFXr14lOjqaDz74QGet1b8bjx494uTJkxQUFABgaGhIw4YNad68OQ0bNhSXrFOpVISHh4tL4QiCQFpaGmlpaQQHB2stW1NaWsqKFSsoLi5m9uzZYj9TKpVkZmZy+/Zt8vLyUKvV9OvXT2d5natXr3Lv3j0KCgqwsbGhbdu2dUqFeRK1Ws29e/e4dOkSpaWlNGrUiJCQEJ338fLly9y7dw+1Wo2DgwO+vr5YWlqK40xJSQlLly7F2tqaKVOm1FuOunDr1i2Sk5MJCwujcePG4u8XLlwgNTX1hYXOqtVqLl68yLVr14DHtQIsLS1xd3fH1dUVAwMDbt68yfnz5wkPD9ca6xQKBXv37qVZs2b4+/trtXnixAlWrFjBzJkzadu2bb3lun//PpcuXaKoqAgjIyO8vLxo1qxZvVKbnu4zoaGhmJqaVrtvQUEBBw8exNnZmdatW4tLTanVao4ePco333zDhx9+iJ+fnz69Ss9zo1KpuHz5MpmZmXTt2lUceyoqKkhOTqaqqqrWddzrg0Kh4LfffiM7OxsAAwMDLC0t8fX1xdHREUEQOHHiBAUFBURGRmp9z1JTUzl37hxdu3bVWUJz8+bNbN++nU2bNonbKioquH79Onfv3kWhUNCgQQN8fHzqPW+4desWJ0+e1PpNIpHQr18/8V4JgsDNmzdJTU2lvLwcc3NzvL29adKkiXjflEolMTExpKens3DhQmxsbOp38/6GVHfv4PGY7unpSVBQ0J8glTZ6BV2PnjoQFxdHXFwcZWVl5OXlsXz58r+0gn7ixAkWLlxIQUEBDRo0oLy8nAEDBjBq1CisrKxe+PmsrKyYOHEigYGB1W6vqKhgzZo1uLu7889//lNn2549e1i7di2VlZWYmJhQWVmJq6sr06ZN0zIOpKens2rVKsaOHUurVq2eS1alUsmuXbvIz8/nnXfeqff9SElJYdasWaxZs4ZXXnlF/P348ePMmDGDL7/88oX2DaVSSXx8PPn5+UycOPGl5+iVlZURGxtLt27dtK5j1qxZ3Lp1izlz5jBx4kSkUikxMTHMnTuXyMhIvvnmGwRBYPny5WzduhVHR0dKSkpo3rw5c+bMoXHjxuJkvUWLFnh5ebFhw4a/vYKelZXF7NmzefToEe7u7iiVSsrLywkJCWHGjBk4OTlx8uRJvvvuO9asWSMWflOr1XzyySfk5eWxcuVKsT2N4n7q1CnGjRunlYP74MEDVq1axa+//kp2djb5+fmi4etJpk2bxr1798jNzaVZs2bExMTUWzHOzc0lOjqaa9euYWFhQX5+PoMGDWLatGlIpVLKysr4+uuv+eGHH2jUqBFVVVU8evSIXr16MXr0aHGSZ2VlRZcuXVi+fDkDBw7Ez8/veW91jRQVFTFjxgz69+/PZ599hkwmIy8vj+joaIqKiujWrdsLOY9KpSI2NpaNGzcSGBiIoaEhpaWlWFlZMWnSJDp16kRhYSGTJk1i/PjxTJ06VZwE79q1i2nTprF8+XItBb2iooKdO3fi4uKi9XtduXPnDnPnzuXKlSuYmZkhk8lo3749H3zwQb2Mj5o+c//+fby9vYmJialRQV+3bh3R0dEMGTKENWvWiAq6TCYjMDCQBg0acPjwYTw9PXXW6tajpz5cvHiRhQsX8vnnn9OzZ08ALl++zPvvv0+PHj1o167dCzlPcXExS5Ys4cKFC3h5eSGVSrl//z4hISG89957+Pn5cfz4cZYuXcru3bsJCQkBoLy8nIULF3Ls2DEdWXJzc1m2bBkzZszQUtzPnTvHrFmzqKqqwtjYmMLCQlxcXJg9e3a9FMOkpCTGjx+Pn5+f+K7KZDJ69OghvncnTpxg8eLFlJaWYmFhQWFhIfb29syZMwcfHx8kEglGRkZ0796dffv2cebMGbp37/57b+dfnvT0dP7zn/9o/VZYWMiVK1eYOnWqXkHXo+fvQmBgIF5eXjx48IAFCxb82eLUSlFREWvWrOHBgwesXLmSBg0aEB8fz9dff01YWBhhYWEv3KthaWnJ+PHjtazKT6JSqbhy5Uq157158ybr1q3D29ubESNGYGlpSWFhoeiBfZJHjx5x/vz53xVKr1aruXXrFtnZ2c8VhqkxDFy9elVLQdd4kr29vZ9btupQq9XcvHmTnJwcqqqqXmjb1XH8+HHu3r1L165dtTwTcrkca2trUlNTycvLw9rampiYGAICAsR9kpKSWLFiBdOnTycyMpILFy6wePFidu/ezZgxY0SFwdjYmJ49e/Lee++Rnp6Oh4fHS7+ul03fvn0ZO3YsCoWCAwcOsGrVKlq1asXw4cN57bXX2LdvH/Hx8fj5+WFubs6RI0dISkrio48+0jKEVFVVkZSUhJGREQEBAVrvlKmpKb169aJHjx5s3769xtz7oUOHYm9vz44dO547z+/777/n9OnTfPjhh/j6+vLdd9+xYMECOnfuTJs2bbh8+TIbNmygb9++DB8+HLVazebNm9mwYQPdu3cXFXSJREJISAgGBgbs37//pSjoLVq0YPLkySxYsIABAwbQvn17du7cSUpKCnFxcS/cI+Th4cGiRYuwsrIiPT2dzz77jP/85z80b96cVq1a8eabbxIfH0/v3r3x9/enoKCAOXPm0LlzZ53J7/3790lKSmLOnDnPFeXw8ccfc+7cORYvXkzjxo1RKpXI5fIax+Ka0PSZ7du3k5aWVuN+58+fFw0U1eHg4EBgYCCHDx8mKipKK6JBj576IJPJ6NOnD/v27WP+/Pl06tSJyspK4uPjMTc3Z+jQoS88oqxz585MmTIFQ0NDrl+/zrvvvou1tTXz58/nrbfeYuvWrcyfP58tW7ZgaGjIL7/8ws8//8ynn35K06ZNtdqKj4+nqKhIp2q/SqXi9ddfp2XLljRo0IA7d+4wceJEZsyYwaFDh+olr5ubG9HR0WKkGyAa8auqqli7di1paWls2rQJKysrzp49y7x580hISMDLy0u8f76+vri6urJ58+b/CQU9JCSE1atXa/32wQcf8OjRIyIjI/8kqbTR56Dr0VMHOnbsSGRkJC1atBC9BX9Vrl69yqVLl/jHP/5BSEgIzZs3JzIyEgsLC5KSklAqleTm5tK7d2+2bdsmHnfu3DnCwsI4e/asVnvp6en079+fli1bMnnyZHJycrTO1b9/f9zc3PDw8GD79u1ax96/f5/WrVvj7+9PYmIia9aswdXVFVdXV9atWyfuc//+fSIiImjdujVeXl6EhITQs2dPcXK3c+dOXF1dGTx4MOfPn2fYsGFiO5rJZF5eHqtWraJnz574+PjQrl07li9fLoYeA4wdOxYfHx/WrFnD9u3bCQ4OxtXVlYEDB2rJffr0aQYNGoSvry9du3Zl69atYj62lZUVzZs3JzU1VSzQJwgCx44dw8vLS/xIC4LAV199RadOnfD392fEiBFcv35dJ/fq7NmzvP322/j6+hIaGsq8efPIysoCIDIyEh8fH9avX098fDwtW7asdgm0pKQkoqKi8PLyomvXrvzwww9atQOUSiXffPMNI0eO5LvvvmPgwIF4eXnRr18/zp8/r9VWXFwcTk5ONG/eXOt3iUSCu7s7VVVVZGRkkJycTFFRkZYHfO/evcjlct555x28vb3p06cP/v7+JCQk6BgXwsPDkUql/PDDD7ws1Go16enpxMbGsnXrVu7fv//Sct9sbGzw9PTE39+fiIgImjRpwvnz51GpVDg5OfHWW29x4MABLly4gEqlYsaMGfj6+hIVFaWlTCkUCg4dOkSzZs10lBtLS0tRyXNycqpRltdff50uXbrQpEmT576e7777Dn9/f1599VV8fHyYMGEC5eXlxMfHA4+9+UVFRXTo0AFPT08xdFutVusYvho1aoSvry8JCQnPLU9tSKVSRo8ejY+PDytWrOD8+fP88MMPDB8+/LkjbWrDxMQENzc3vLy86Ny5M507dyYlJYXCwkIkEgljxoxBqVSyc+dOlEol69ev5+7du8yePVvH6Lh3716kUimtW7eutxw3btxg9+7dREdH06VLF9zc3GjRogX+/v71VtA1faY2hVqpVBIdHc0//vEPXF1dq91HLpfj6+vLzZs3uXfvXr1k0KPnaaysrJgyZQqpqamsX7+eq1evsnfvXl5//XXc3d1firPB3d2d5s2b07NnT/z9/UlLS6OwsJCGDRsyb948jhw5wp49eygqKiIuLo6AgAAGDBig01ZcXBydOnXC1tZW6/eQkBDeeust2rRpg5+fHz169CA8PJwjR45QVlZWL3mNjY2xtbXF1tYWDw8PvLy8REO4pv6Hm5sbrVq1Ev+1s7Pj0aNHWt9CIyMjQkNDOXDgQL1l+DtQVlbGnj17WLJkCVVVVVhYWODl5SX+5ebmsn//fsaMGUNISAinTp1i6dKlf2ohO72CrkdPHZDL5XX6EOTk5ODp6akTcvpHcvfuXQoKCsQQHYlEQqNGjbC3tyclJYWqqipUKhXZ2dlaFeArKirIzMzUKQw2btw4mjRpwquvvkpCQgLz588Xlb+mTZsyd+5cPvvsMyorK3WKHFlZWbFy5UrWr19PYGAgffr0YdOmTWzatInevXsDjye7giBw7do1Hj16hFKpRBAEZDKZaN0NDw9n06ZN/Pvf/8bDw4NZs2aJ7WgUlfT0dPbs2YO3tzfTpk2jffv2LFmyhLVr11JeXg7AhAkT2LBhA3369KF9+/asWrWKTZs2ER0dDTxWqg8fPkzfvn0pKSnh3XffxcPDg6lTp3LgwAHUajUmJiaEh4eTlpYmTkBLSkq4ceMGwcHByGQy1Go177//PlOmTKFVq1aMHj2ajIwMhg0bpqXU//LLL4wYMYLLly8zZswY+vfvT2pqKhcvXgRg3rx5bNiwgd69e9OuXTvWrl3Lpk2bxHVVNYaB8ePHk5eXx+TJk2nSpAlTp05l+/btYsEXQRB49OgRhw4dYunSpYSEhPDll18SGhpKfn6++Lw019+iRQud8FiJRELTpk1p0KABN27cYMeOHQwZMkQMpVOr1aSmpuLr64uhoSFlZWXI5XLc3NxIS0tDpVLp9A1vb2/27dv3zD5dG4aGhmKfeZLy8nKmTp2Kr68vw4cPZ8iQIXh6erJixYqXUnhNEATUajUqlYri4mLKysqwsLBAIpEgl8vp2LEjLi4uJCQksG7dOi5evMi///1vnTDiyspKUlNT8fDw0PEOSSQSZDLZM8ei+tZVeJqqqipSUlLEterLysqwtrbG29ubc+fOAeDp6YmjoyOffPIJx48fJykpiR9++IEOHTrg7Oys1Z5UKsXX15eUlJSXtuqEiYkJS5YsITk5mQkTJqBUKnnjjTd+972oDs2zVqvVlJeXU1hYiJmZmWjWfO31AAAgAElEQVS8dXR0ZNSoUezdu5fdu3ezceNGpk+frmP0AkhMTMTe3v65jCnnz5+nvLwcmUyGr68vtra2hIWFcfz48Xobop51nwRBYNu2bdy7d4+pU6fW2gddXFywsLDgzJkz9ZJBz/8umu/m0/1WIpEQHBzM6NGjmTt3LosWLcLf359evXq91HdbpVJRWVlJfn4+xsbGGBkZIZFI6NmzJ126dOGrr75i165dnDlzhunTp2NoaKjVTlZWFunp6bRr107nXTE0NNRy9EgkEkpLS7GxscHExKRe8p47d47OnTvj6OhIQEAAP//8s/jdNzExoUWLFhw5coSYmBjOnTtHbGws+fn59OvXT+f7ojGwnjhxol4y/BURBAGlUklhYSFfffUVHTp0YNiwYaLz40mKi4uZMWMGPj4+TJw4EblcjlwuZ/v27QQGBtK/f38OHTpEaWkpKpXqDytwpw9x16PnBSKVSrGxsal39WuVSsXDhw9FRbIm7O3ttT4ECoWCjIwMUeEwMTEhPz+fiooKsbCU5ncTExMKCgrqPbgMGDCAFStWIAgC9vb2LFu2jJkzZ9KkSRPMzMxo1aoV1tbW1eYaaqyyxcXF2Nra0rRpUzp06KC1j7e3N4MGDWLVqlUkJCQQHh5O586dadGiBQ4ODshkMho1akSjRo2QSCSYm5sTEBCg006LFi3Yvn27KIdCocDa2pojR44wbNgw3Nzc8PX1xc3NjcTERGQyGaGhoVq5YSUlJXz55Ze0adOGHTt2IJFIKC8vx9DQkNjYWLp3746xsTGBgYFs2bKFrKwsPD092bdvH2ZmZrRp0waAM2fOsHHjRr744gtxje6ePXsSFRXFzp07eeONNygqKmLLli3Y2toSGxsrTtAVCoX4jIKCgigvL2f//v3I5XLCwsK0nqtSqRS3bdq0CWdnZwYNGsT06dP56aefeOWVV7QKVZWWljJ16lSGDBmCTCajV69eWvewqKiI3NzcGpUFTfTA8ePHOXToEHFxcWzZskVsu7y8HAcHB7KysujWrRujR4/G3Nxcx1qvwdXVlbi4OARBEO91YWFhraH8crmcRo0aiZOL5s2bo1AoOHr0qOjVk0qlzJgxg7i4OK1jS0pKmDhxIg8fPmT8+PHP9BQolcpaI2bkcrn4rqekpBAfH09hYSEHDhxApVIRGRkpTiJdXFwYPHgwS5YsITs7m1GjRon56E9SUFBAWVmZTrGhPxLNOGFmZsaaNWvYsGED27Ztw8HBgby8PODxezt58mRmzZrF8OHDxQiLCRMm6HiMALFQYGpqKkFBQVRVVVFYWPjMMc/W1lbHiFFcXMyjR49Qq9XIZDJsbW0xMjLCx8eHzp07ExcXx9KlS8VoloqKCnJzc2s9T1VVVa0Tfk2uJkB+fj4//fQTpqamnDt3jkOHDvHGG2/g6OgIPJ6Ad+3alYSEBGbMmIGlpSUzZ86stt3r168TGhr6XJ7A3NxcJBIJH330ERMnTsTBwYGNGzcyZswYjhw5Uu1zeF7u3r3L5s2bmTZtmo4y8jQ2NjZYWFiI0U2CIFBaWsrDhw9rPc7U1LRWmevaZzTjSU2oVCqkUmmt+2jGq9r2eVafqYss8Oxxpi5UVVXVyXj3LOoiy7OuSaPk1hZ+LpPJcHBwECM9nJycKCkpISUlRfzNyMgIa2trDAwMmDFjBuvXr+fMmTOsXLlS7CeFhYW1Ls1WF1ng/1YCSU9PZ/fu3aIBvbS0lF69emFhYSHuGx0dzeDBg/nwww9FL/vT9+POnTtUVlY+M31LU1jx7NmzvP/++/V6fi4uLnz44Yf4+PiQn5/PN998Q2RkJAcPHhTz4WfMmMH169d5//33MTMzw9DQkDFjxlSbiufk5IShoSFXrlyha9eugPZYWxPP6jOCIGjNa7Kzs1/aihVqtZoHDx5w48YNfvzxRw4dOoRcLqdnz558/fXX+Pr6ar2zFRUVrF69mvv377Nz505xbAsODiYxMZHExER++OEHpk6diqPj/2PvvKOiuPr//97C9gWW3jvSBVREEUWCWNBgr1GjiRHjY2xYo2loYmKiiTFqNBZUosaGokksYMOIvYFKERApSu9s3/n+wW/n57iwFCHq8+zrHM5hd2bu3Nm5c+d+uiWGDx+OoKAguLq6Npujo6PQCeg6dHQgAoEAS5YsabOVqL6+Hlu3btVwL3+Zb7/9Fq6uruTnp0+fIiYmhpwo3NzcoK+vD4IgKC6ONBqt3S/uyMhIsg0/Pz/Q6XQ8fPjwldxnX0SdYK5r1664cOECHjx4gBMnTqBbt25YsWIFacVrCTabjZycHNy7dw+VlZWQSqV48OABqqqqWq0wycnJQX5+PlxdXSnxSYWFhcjJyYFSqQSNRoO1tTX09fXx5MkTBAcH4+TJk7C3tydfeleuXIFYLCaTegEgrW3Xr1/H5MmT8fz5c6Snp2PIkCEwMTEhz9WWpEpVVVV48uQJunfvTiYTE4lE6NGjB+Li4lBVVUUR0N3c3ODh4dHsYqWmpgYAmo2FpdFo8PX1xd69e8HlctGtWzdSQFe/fNULXz8/P1Kga+7lLhAIUFtbSy6g7t+/j507d5JCYFOYmZnhm2++IRUV3t7emDBhAhYvXgwrKyvQaDTo6+trhFu8yLZt20Cn0zXc+19EbQnXlkTQzMwMQUFBABrDIsrKylBRUYGamhosW7YMvr6+5HNHo9EQHh6OAwcOoKCgACtXrmyyzerqajAYjNeaXEvt7UCj0WBqagofHx+wWCzQ6XRyW1lZGTIyMjBp0iSEhYVBpVIhLi4O33//PdavXw8XFxfKnMPlckGn01FdXQ0AqKysxI4dO3Djxg2tfYmOjiZ/YwDIy8vD5s2bkZ2dDYIgoK+vj6VLl8Ld3R1isZhMjKlWVOrp6eHJkyf49NNPtZ5HLBaDw+E0O08yGAyEhoYCaPSU2rt3L4DGbMChoaGYOHEixX3d0dERQ4YMwZUrV7B8+fJmn6mamppmF3oqlQpSqZSisOLz+eTcrlAoIJfLMXz4cMyZMwdAY/zpjBkzcOHCBYwePVrrNbcWsViMQ4cOwdjYuFXxqWoLoVpwUqlU+Oeff7Bt2zatx/Xp0wcLFy5sdntrxwyTydSq5JNIJKSVrDnUx2vbp6Ux0xpaM8+oPfi0ef7U1NSAy+VqFZTodHqLJa7q6uq0VkhRW5e1eRWqVCrIZDKtc5iBgQE2bdpEWozVIV5r1qwhlZPu7u6YNWsWbG1tkZ2dDRqNBh6Ph8rKSiiVSjAYDBw7dgwnTpxo9jwymYxMxqYt7OP9998HADx48ACxsbEQi8V49OgRFixYgPHjx1P2dXFxwZAhQxAfH4/IyEiK0lxNXV0dVCqV1t+SIAhkZGRg3bp16Nu3L2bNmtXsvk3Rr18/9OvXj/wcHByMwMBAbN++HX369AFBELhz5w4sLS3x/vvvw97eHikpKThw4ADMzc0xfvx4rXM0ACQmJuLw4cNa11AtjRmFQoGGhgZSgSQWi/HkyZM2XWtrqampwZYtW7B9+3b4+/tjwYIF6N+/f5OhOwRB4ObNmzh69Chmz54NHx8fynYul4thw4ZhyJAhePjwIf78809s3boVmzZtws8//0zJQdQZ6AR0HTo6EB6PhzFjxrT5OD09Pfj7+1MEtaZ4MaMzAJiYmGDkyJFkiSZjY2M8fvyYsjgCGl9SMpmMdLltiuaEqBdfPnw+H0wms8PrnRsYGGDEiBEYNmwYnj9/jgsXLuD777/HmTNn4Ozs3Crrws2bN7Fu3ToolUpYW1uDxWKhvLy8TS5JdXV1kEqlkMlkyMvLI793dnZGt27dKC6sLi4uSE1NRWVlJZKSkjBz5kzSwlZVVQU6nY6ysjKKsDl69Ggy+6tUKkV9fT1EIlG7XfXkcjkkEglMTEzIxQeTyQSfz9dY2AOAvr6+1kRUakFBm4XK3d0dw4cPh6GhIWXBw+FwwGKxUF1dDSsrKzJB4U8//QQ+n9/kuBOLxeDxeOQ2MzMz9O3bV6uCSygUUkJI6HQ6Vq1ahXPnzpEKhkuXLmnV+IvFYkilUgwcOLDZfdQLWW2LOqFQSCYgi4yMxMcff4zS0lLs3LkTycnJGDx4MGlVVV+f2p25uRhyPp9PLnBfF+p5QiqVIjIyEgMHDoShoSEqKytJQeLy5cs4cOAADhw4QCZ+U6lUmDdvHu7duwdnZ2fKPZdKpSAIghx/ak+Upha3L2Jubk75/PPPP+Pq1auYOHEi9PT0wOFwyD7t27cP2dnZmDBhAs6ePYvBgwcjICAAhoaGWu810DiOtI0ZGo0GV1dXZGdnw8XFBWvXroVAIEBiYiKOHDmCjIwMWFtbk+NFT0+PVOT5+vo22y6Px2t28VtfX48//vgDycnJABqVBOqSdUDj+KPT6ejduzd5jJOTE/h8PjIyMrReb1vIyMjAhQsXMGbMGKhUKlRVVZFhJbW1teDxeJQ5TC6XQ6FQkMIXjUaDjY1Ni/egJWtja8cMm82m5OB4GRqN1uI7oTUW9NaMGQaDoVVZ0Jp5Rk9PDzQaTeucoFKpWlTE6+npQalUau1zS9fUmt+lNe1wOByKopjP5+Pjjz+Gr68v+c5Ul1Otrq7GF198AWdnZwQHB+Pw4cPo3bs3GT/c0jyuRluf1fNM//79sWjRIqhUKuzatQuXL1/GuHHjKBZnFosFDw8PpKSkkJ59L6MWdpvz0iIIAk+fPsUPP/wAoVCIFStWvLJS1t3dHc7OzsjKygLQ6GHz888/o1u3bqSSwcPDA1evXsWhQ4cwZswYyriTSqVQqVSUNYKjoyPeeecdrWO4NWOGz+eT1umysjIcOHDgla5VW19EIhGMjY1BEARZmcLU1FTD86ekpAR79+6Fvb09Jk6c2GybEokEhYWFqKioIMuodrb1HNAJ6Dp0vBFwuVwyJrstGBkZYejQoZQMnnQ6nXQvVLtcV1ZWoqKigqwZqo6LfXHSbc5qWVpaSv5fW1sLuVxOqdnckTCZTNjY2CAsLAxHjx7F06dPIZFIWhTQFQoFTp8+jfLycqxduxaOjo6g0+nYtWsXfv/991afX19fHxwOB6GhoRr13Gk0GjnBGxgYwMvLC4mJiUhJScHz588piwS1+93cuXM1LCPqa+FyuRAKhSgtLSUzLzdHcwsLNpsNHo+H6upq0rKpLnfVlDXlxbj+phCJRDAyMiJrwTaF2kL3cn/VAsk///wDOp0OU1NTKBQKFBYWwsrKqskFaF5eHtzc3Mhtjo6OcHR0bPbczWFubk55wVZVVWm1oDOZTPj6+mLs2LFtPtfLPHr0CEDjs+js7AxHR0fU1dVh+fLl+OeffzBq1Kg2ebOo3bW1eRF0NjweD5aWlsjNzQWfzycVPpmZmeRvlpubi7q6Osr4Vi/CSkpKoFKpKNf9/PlzKJVKuLi4AGgcR4MHD25Tv2pra3H69GnExMRg5MiRlN9RbYmaPn06PvjgA0RHR2PLli3o1q0bzM3NERUV9So/CYBGwfPPP/8Eh8OBvb09TExMIBKJcOvWLfzxxx/w9fWlhCao77W2++3i4oJnz5416TasdgPu0qUL+fnF587Ozg4MBoOiUFMLzh3pgVFQUICbN28iNzcXmzdvBkEQpEUzKioK69atowgwlZWVqK2tJZ9lOp0OLy+vV87g354xo+PtwdLSskmvjy1btuDq1as4duwYBAIB5s+fj7/++gt2dnYICgqieNi0F/U6x8DAAA4ODhAKhVi6dCkiIiLwxx9/YMWKFU2+O5t7tm1sbEjvnaaora3F999/j/LycnzxxReUNdyrUFtbSyqNi4qK8Pz5c8p6TSAQgM/nIy0tTUNJ9ezZM8jlcsqz7Ofn12zFhvby5MkTUunY0QgEAkydOhWhoaG4fPkyTpw4gT179qBr164YPXo0wsPDwefzoVQqcenSJdy9exeff/65hiJY3c/jx48jISEB5eXl6NatG5YtW4auXbtq5FnpDHRJ4nTo6ECqq6uxbNmyDlkMthdPT09YW1tTXI8zMjKQk5ODwMBA6Onpgclkgs1mo6CggNR8NqfRVH9PEASuX78OAG2u16sWbuvq6jSShZWWliIzM5NUFqitMo8fP4aBgQHFWspkMqFUKjUsvOoYR/XL1cjICGKxGNeuXdPQ7DIYDLDZbFRXV2tohV1dXeHg4IC4uDiw2Wzo6+tDX18fAoEAYrGYfKExGAx4eHigpKQEJ06cgLGxMWkZB4CQkBBwOBxs376dbENfX58Ss2xlZQVvb2/Ex8ejuLiYPFYikVC07mq3voaGBo3rFolEcHJyQkpKCunVUFpaSmaUb8nS9DIMBgO9e/dGampqs/vQaDQYGBhoWOJpNBqCg4NRVFSEy5cvA2iMr33w4AFCQkI0BPqGhgZkZGSQbsMdSUvVFng8XpMJuzoCOp2OXr16wcvLC7/99lubLeEcDgcODg7Izc3tlP69yB9//IGZM2eS90sNjUbDwIEDcf/+fWRnZwNozDZeXV1NCkhCoRB1dXVkmABBEMjLy0NhYSHs7Ow0FDIZGRmwt7dv85h8kaqqKjQ0NKBLly6UhbFSqUR0dDQ4HA7mzZsHW1tbTJw4EUlJSbh06VK7z9cS6gScgwYNwsWLF5GVldXmHB99+/bF8+fPm4yR53K5GDx4MJYsWYIlS5YgOjqa4koaEBAAoVCIgwcPkue9ceMGKioqNISWhw8fYv78+diwYUObr9Pf3x+//PILVq5ciQULFmDu3Lno0qUL3N3dMXXqVA2FbUFBASoqKtqVmV6Hjhd5+PAhdu3ahalTp6J3797w8PAgk8129hxpamqKMWPG4OzZs3j48GGbjrWzs4OVlRWuXbvW5PZVq1bh2rVrWL58OXx9fZtVnJeVleGDDz7A2rVrNbap52Y1x44dQ25uLpmfR19fHywWC2fOnCH3efLkCZ4+fQpHR0cN5UJ6ejrkcjmlMsvbhtqC3rVrV8ycORMHDx7Exo0bIZVKMXPmTMycORMKhYIsQxwWFob+/ftr/P7nz59HZGQkvv32W/Ts2RMHDx7Epk2bMGLECDg7O7eYh6Mj0FnQdehoBcnJyTh+/DhZEiwuLg43b97EkCFDyGQaQKPr7OHDh5Gfn0+WEfu3sbCwwOTJk/HZZ59h5MiRsLW1xdmzZxEcHEzGkPN4PISGhiIuLg7Pnz9HfX09nj592mR7N2/exLRp08Dn83H27FlMnToV+vr6UCqVyMjIQGpqKkpLS1FfX4/r16+Dy+XCyMgI3bt3JzW5LBYLgYGB2L17N2JiYuDk5IQePXrAy8sLT58+xcKFC8Fms+Hv7w+ZTIazZ89CKBQiNDSUMhGamJjAxMQEW7ZsQV5eHvh8PoYPHw4DAwP4+/vj2LFjWLp0Kbp06YKbN2/izp07Gsm2WCwWunTpQiaS6tq1K0xNTTFkyBBwOBwsXrwYM2bMQO/evTFkyBBSMeHr64tvvvmGVBi4u7tDX18fBw4cwPjx4ykCqI+PD6Kjo7Fu3To8fPgQPj4+KCkpwcWLF8nYJYFAgEmTJuHOnTsYOXIkhg4dCoVCgfz8fLz//vukRZ7FYsHf3x979+7Fd999Bz8/Pzg4OCA0NJSsE5uUlIQJEyZg6NChuHv3LlJTU7F27dp2JRqbOHEiVq9ejcePH5PWztYyevRo/P7775gyZQrGjBmDtLQ0VFdXY+LEiRoC+rVr11BfX4/33nuvzX1siQEDBqB///44deqUhhKGzWZj9OjRbVYytQWBQICIiAjMnz8fKSkpbVJCqD047ty5g+fPn2sk+fvzzz9x/fp1pKSkQKFQ4Msvv4SFhQVGjhxJWig3b96Mx48f4/r163j69Cm+/vprCIVCLFq0iNLe1atXsXv3bvTu3VtjUfbJJ59g5MiRmDVrFnx8fJCQkICwsDAyJ0VYWBh69uyJGTNmYNKkSVCpVDh9+jSCg4M16rdXVlYiLS0NQ4YMeaV4XbU78IttqFQq7Nu3D1euXEFsbCypABg2bBh+//13fPzxx7hx4wYlyVNHQqPR0LNnTzg7OyMuLg7dunVrk/V6xIgRiI2Nxe3btzWSNqo9nZpDJBJh2bJl+OqrrzB+/HhYWlri7Nmz6N+/P7p3707Zt6ioCPv27UNAQADmzZun0damTZuQnZ2Na9euIT8/H6tXrybHjLW1NcWyKZVKkZCQAD09PQwePJjy26pUKqSnp8PKykpXA13HK9HQ0IA9e/ZAKpUiOjoadDodLBYLgwcPxsmTJ8n1RGcJS+r36969e3Hx4kV4eHi0OhyNTqdj9OjR2Lx5M+rr6ykK7YMHD+Knn35CcHAwDh06hEOHDgFofN6XL19OrpuARov4rl270L9/fyxZsoRyDnXcvLu7OyoqKpCcnAw/Pz8yH4WTkxOGDRuGTZs24d1334Wfnx9SUlLw+PFjLF++nHItSqUSV69eRXBwsEYo5dsKk8mEUChESEgI+vXrh4cPHyItLQ10Oh3x8fFIS0uDhYUFWcVHjb+/Pzw9PbFq1SqEhYVpja/vTBgAvnzxi169eulciHT8V7F3717k5ORgwIAB7dYM3r17F6dOnYJYLIaNjQ0IgkBpaSlZ+1eNXC5HVlYWrKystMa0dASZmZm4d+8ewsPDNaxSXbt2hZOTE3Jzc5Geno6GhgbMmDEDPXr0IN0kXV1doVAoUFBQAG9vb8ybNw/FxcUIDw8n62QWFRVh1apVyMnJQXFxMYYPH46oqCgIhUIoFApcvHgRu3fvJq+5qqoK9+7dQ0VFBby9vUlXbzqdDmdnZ0ilUty/fx/379+HjY0NPD09IRQKYWNjA7FYjNzcXFRWVqJPnz5YtGgRAgMDKYtxfX19ODg44MmTJ7h16xZSU1MxcOBAsnaplZUV0tPT8eTJE/Tr1490L375pWNjYwMDAwPcu3cPt2/fRk1NDQYNGkRuCw0NRX19PTIyMlBXV4cePXpg7NixZBIyoFEIKysrA0EQiIqK0nDN7tOnD9zc3FBQUIDc3Fyw2WyMHDmSzAQPANbW1ggMDIRcLkdaWhqkUin69u2L0NBQ8oVOo9Fgbm4OQ0NDpKam4u7du1AoFOjfvz+ARrdAX19fUggyNTXFwoULMWjQIPIFrB6vNBoNvXv3hlAobHZc2djYID4+HkKhEP7+/uT1PnjwAJ6enmT5PjX5+fkQCAQIDg6GUChEeHg4JBIJsrKyYGtri+XLl8PPz4+ioZbL5dixYwcYDAbmz5+vbZi3CwaDgbCwMFJxpFKpwOPx4OTkhClTpuCLL77osEWdRCJBQUEBfH19KXOBhYUFiouLUVdXR5l3cnNzSQG+KdSL0L/++gtdunShWDokEgkuXbqEq1evgsPhwNnZGZWVlZBIJOjatSuZuPHgwYN49OgR2Gw2zMzMUFNTg9LSUgwaNIjikv706VMQBIEBAwZoxP+qkw0WFBSgqKgI4eHh+OGHH8hxKRKJ0LdvX3C5XOTk5KCyshIDBw7EwoULYW9vT/ZZXQrw9OnTWLBgASUmv61UV1cjNjYWkyZNIq22YrEYx48fJ0vkqM/LYDBgb2+Phw8fwt7evl2hE01RWFgILpeL0NBQ8jk2MDCAXC7H48ePMWjQIFKJV1FRgYqKCgwcOJCy6H4RLpeLu3fvorKyEsHBwW3OR9GjRw/Y2NggLy8PFRUVCA8Px4oVKzTyjVRXV+P58+fw8fFpUmF06NAhPHr0CBwOhzJmBg8erBGmQxAEcnNzYWVlhV69elG8VUpKSvD777/D398f77zzzis9ZwkJCdDX1+8ULxsdbz55eXlISUnBhAkTyBKmQKOinkajIS0tDeHh4R1S1lahUJCWZX9/fzLun81mQ6VSQaFQwMvLiywLW1ZWBrlcjr59+zb7bNvZ2WHHjh1wcXGBp6cn+X1WVhaqqqqgp6eH0tJS8q+srAzDhg2jCIQymQwPHjxA9+7dMWDAAEr7XC4XYrEY5eXlYDKZGDVqFH788Ucyl5H6fe/q6ori4mLk5eXBwcEBn376qcZck5mZiT179mDGjBmUvnYGVVVVSExMhJeXV6efS43a28nb2xt0Oh2PHj1CVVUVZDIZ5R6UlpbCyMgIw4YNg7e3979iKVcTFxen4RVBvPg3f/58QoeO/ybCw8MJAMSaNWted1c6lISEBGL06NFEdnZ2s/uoVCqioKCA+Oijj4gPP/yQKCws/Bd7qONtRC6XE1u2bCEmT57caeMlLS2NiIiIIE6ePNkp7atpaGggEhMTic2bNxPbtm0jrly5QiiVyk49Z0dQXl5OLF68mPjiiy+Impqa192dV6KmpoZYuXIlsWjRIqKqquqV2srLyyMcHByItLS0Durd60ehUBAJCQnEyJEjiXv37r3u7rwSSqWSSExMJEaMGEFcv36dUKlUr9TeBx98QHz++ecd1DsdOv59YmJiiNGjR7/y3NeZyGQy4pdffiEmTZpEFBcXd/r5cnNzifHjxxOHDx/u9HO9TQwaNIgij+tc3HXo+C+GRqPBysoKn376KQoKCrRaTnXoABotj6NHj4abm1unlfoSiUSIjo4mkxh2FlwuF2FhYZQwlLcBkUiEmTNnorS0tN0Z/t8UmEwmIiIiYGpqqpt/moDBYKBv377Q19dvsYrH24CTkxOio6Ph5eX1yjW5deh425k1axZu3rzZYh321wmNRkNQUBCCg4Ob9QbQ8e/zdr/5dejQ0SI0Gg329vYUt1MdOppDXfu6M91Kraysmi0zpqPxHri4uLQ5B8CbCJfLpZQB06GJoaEhQkJCXnc3Xhk6nd7uSgw6dPw3os5v8ybDZDLh7+//uruh4yV0AroOHW8pXl5emDZtGhnnrQ2dYK5Dh463HT6fj+nTp2vEROv472T27Nn/Sr1hHTp0/HuIRCJMnTqVLB+po2l0ZdZ06HhLefDgAWJjY1FeXv66u6JDhw4dnU59fT127dpFlhTU8d/N5s2bmy3/qUOHjreTyspK7NmzBzmmg+8AACAASURBVPfu3XvdXXmj0QnoOnToaJLnz5/j8OHDqK6ubnHfuro6JCQkICcn51/omY7OhPh/Gd/Pnz+PysrKTjlHUVERzp07h7q6uk5p/22HIAhkZWUhJSUFYrH4dXenWQiCwLlz53QLLR06WolSqcSdO3dw+/ZtqFSq192dV0IsFiMxMRGFhYWvuys6dPzXoXNx16GjBSQSCW7fvo1bt26hoqICAoEAAQEB6NmzZ6cl0XpVlEolrly5gsuXL0MikcDFxQVhYWGwtLRstbt7WloaoqKikJyc3GJdzLKyMsyfPx+ff/45nJycNLYrFAqkpaVBIBA0GVdbX1+PK1eu4ObNm6ivr4epqSn8/PzQrVs3SmKpqqoqZGZmwsXFpd3JTJRKJXJzcyGVSuHq6trmMhrJycm4c+cOxowZQ8ZREwSBwsJC7N27FxEREfD19W1X35rrb05ODqRSKdzc3CgljToDpVKJw4cP48qVK1i7di35/c8//4y6ujpERETAz88PAPDw4UPs2bMHnp6eGDt2LLhcLioqKnDs2DHk5eXB2NgYAwYMgJubGyVJTlVVFdatW4fZs2dj6NChnXo9nU1JSQkOHjyIgoICAACPx4O9vT1CQkJgZ2cHOp2O2NhYKBQKTJw4kSxTRhAErl69iqtXr2LEiBGUuN3Kykr89ttv4PF4GvXapVIprl+/jqtXr6K6uhoWFhYIDQ0la6C3htLSUty6dQvp6ekoLi6Gj48PJk2aRNknISEBV65coXxnZGSkUYv34sWLuHLlCo4ePapLAqej06moqMC+fftgYWGBMWPGkN9nZ2fj8OHDCAkJQa9evTrkXFlZWTh48CBqa2sBNJbT69KlC0JCQmBiYoKKigps3LgR/v7+iIyMpBy7efNmKJVKfPTRR5R1Qk1NDWJiYjB48GByHm0LOTk5OHnyJMrLy2FnZ4eBAwfCxsamTWFslZWVSEhIQG5uLlgsFrp3746+ffuS4QTZ2dk4ePAgRTmvLg35YplNiUSCvXv3wtfXF3PmzPlXS1Lp0PHfjs6CrkNHC6SmpmLhwoVkndiTJ09i7ty5+P3336FQKF5395rk5MmTmD9/PpKSkpCZmYmffvoJ69evR1lZWaecz8zMDFu3bsU777zT5HapVIrNmzfj2LFjGtsaGhqwe/duLF68GFeuXEFhYSFOnTqFn3/+GY8fP6bsm52djbVr1yIzM7PdfZXL5Th27Bh2797dLguuWCzGhg0bNKyGV65cwe+//46Kiop2960p5HI5jh49itjYWDQ0NHRo201RX1+PAwcOICQkBObm5uT3sbGx+O677/DXX39BqVQCAHbt2oX169fjyJEjkEgkaGhowJIlS7B27Vo8ffoUCQkJWLx4MXJyckAQBNmWq6sr/Pz88Ntvv3X69XQ25eXliI2NRVJSEkpLS5GWloYNGzZg3rx55HXT6XSsX7+eIvAqlUqsWrUKKSkplDhbtfX87t276Nu3r0ZN3IMHD2LhwoU4c+YMcnJycO7cOSQnJ7epz9evX0dMTAz279+PTZs24fjx4xr7JCYmYs+ePcjPz0dRURGKiopQUlJC2YdGo2HWrFl48OABTp061aY+6NDRHjgcDrKzs/Hpp5+Sllu5XI59+/YhLi6uQzPhP3nyBFu3bsXdu3dRWlqKmzdv4tNPP8U333yD58+fg8Ph4MGDB/jyyy/x/Plz8ri7d+9ixYoVKC0t1cjeffLkSZSUlGDYsGGg09u2BM/Ly8Ps2bPJ53Lnzp1Ys2aNxnOpjYaGBixcuBCrV69GTk4Obt++jRUrViA+Pp606Ofl5SE2Nha3b98mn/3nz59rvH+EQiEiIiJw/vx5nfecDh0djM6CrkNHC+jr62PNmjXw9PQEi8VCTU0NVqxYgTVr1mDChAlvXBmk8vJy7NixAwYGBti/fz+YTCbi4+Px9ddfIyIiAqGhoR2eNI7L5WLAgAHNblepVHj27FmTCe0yMzMRFxeHsWPH4sMPPwSXy4VUKkV5ebmGlVwsFiM/P/+V3H4JgkB5eTmKi4tJQbMteHp6gs1mIz09nZKd9fLly7CxsYGbm1u7+9YUBEGgrKwMxcXF/4pL5JkzZ1BVVYXQ0FDKAlJPTw/W1tbIzs5GcXExTExMsHfvXgQGBpL7nDp1CvHx8di2bRsGDBiA1NRULF68GEeOHMGiRYvIZ0VPTw8DBw7E3r17kZqaCh8fn06/rs4mIiIC0dHRUCqVOHPmDFasWIG///4bH3/8MQYNGoSDBw8iPj4ePXr0gEgkQkJCAh48eIBNmzbBzMyMbEcul+PcuXMQiUTw9vamPKvp6enYuXMnRowYgenTp4PH40GpVLbZq6J79+7YvXs3hEIh+vfv3+x+Hh4e+Omnn0jLWFMChYWFBcLCwrB//36MHDnyjZsPdfx3wePxsGDBAhw9ehSrV6/Gli1bcPPmTZw4cQJz5szp8AzyLBYLUVFRCAsLg0wmwx9//IE1a9agX79+GDFiBL755hv07t0be/bswZIlS6BSqbBu3Trw+XzMnz9f49ncvHkz+vTpA0tLyzb3JTY2Frdu3UJycjIsLS3x999/48svv8S7776LQYMGtUrgP3fuHOLj47F27VqMGzeOVBT+8MMPGDduHNmGgYEB5s2bh+DgYACNyriXPQYZDAY8PT3R0NCA1NRUuLm56RLS6tDRQegs6Dp0tICbmxtCQ0Nhbm4OkUgEe3t7BAQEoLy8nHR9U6NSqVBTU/Nakxg9ePAA2dnZmDJlCkxNTSESidCrVy/Y2tri0qVLkMlkePbsGfz8/LB7927yuKtXr8LW1lbDrfX27dsICgqChYUFJk6ciOzsbNIampqaiv79+0MgEIDBYFDaA4Bnz57BycmJXEysW7cOAoEAAoEAP/74I4BGd7u6ujp069YN5ubmMDAwgJmZGTw8PEgL7oEDByAQCDBw4EDcvHkTERERZDsZGRnkuWJiYuDn5wcjIyO4uLhg5cqVKCoqIvs7adIkmJqaYt26ddi3bx8cHBwgEAgoln+FQoHTp08jODgYJiYm8PLywpYtW1BbWwuCICAQCNC1a1dkZGSgpqYGQON9T0lJgbu7O+n23tDQgNWrV8Pd3R1mZmYYNGgQrl+/ThGyFQoFkpKSMGTIEBgbG8PJyQnz589Hbm4uAKBPnz4wNTXFhg0bcODAAdja2kIgEGDcuHGUNhISEhAUFARDQ0N4eXnhl19+QV1dHXndMpkMP//8MwYPHoyNGzeiX79+MDIyQp8+fXD16lXKPdu/fz8cHBzg7OxM+V5dro9OpyM7OxsXL14Ei8WiCOiJiYkwMDDA6NGjYWBggMDAQPj4+ODvv/+GXC6ntBcQEAA+n4/ff/8dnQFBEKivr8eNGzewfv16bNq0CRkZGZBKpZ1yPjabDX19fYhEIvj5+cHOzg6ZmZlQqVQwNTXFRx99hEuXLuHGjRtoaGjA4sWL0adPH0RERFAWtRKJBOfPn0eXLl0oHgwqlQrp6emg0+kYNGgQGAwGxGIxOBwOxcreGiwsLODq6goLCwut9XmVSiUqKipQWVkJGo1Guue/CI1GQ2RkJDIyMpCent6mfujQ0RIvet6osbOzwxdffIEDBw7gzJkzOH78OCwtLTF06NAOrzdNo9HA4/Ggr68PY2Nj9OrVCyqVCsXFxQAAFxcXzJo1C0eOHEFmZibOnTuHixcvYsOGDRoK5szMTNy7dw8hISFttp7X1dUhOTkZ77zzDtzd3WFgYIA+ffrAyckJZ86cabWyOTU1FRKJBGPHjoWhoSGMjY0RGhqK4uJiPHjwgLJvQ0MDioqKoFAowGazNZQNNBoNFhYWsLe3x/Xr1zXWQzp06Gg/OlW3Dh1tRCaTobi4GBYWFhoxlyUlJQgODkZ+fn6nCQIt8ezZM1RXV8Pd3Z38zsjICMbGxnj8+HGbrcarV6/GBx98AKFQiNjYWHz55ZfYtm0buFwuXFxcsHXrVjx+/BhRUVEax5qYmOD48eOoqanB8uXL4eLigk8++QQASEFWJBKBz+fjzJkzsLCwgIWFBYyNjSnxbAMHDkRycjLu3r2LdevWYd68eejRowcAwN7eHkDjb19aWor33nsPrq6uyMvLw+7du6FSqbB8+XIIhUJ8/fXXmDt3LrZt24bS0lIsXLgQhoaGpOChUqlw5MgRLF26FJGRkZg3bx7S09OxefNm8Hg8TJ48GTweD3369EFCQgIKCwuhr6+P4uJiFBYWIiAgAEDjwuaTTz5BcnIyoqKiYGVlhT///BNRUVH4888/YWVlBaVSiZMnT+Kzzz6Dl5cXNm7cCLlcjqysLBQWFsLR0RE7duxAVVUVtmzZgrKyMixZsgT6+vpkTgCCIJCYmIgVK1age/fuiI6Oxq1bt7Bx40bo6elh+vTplN/x3r17oNFomD59Otzc3JCZmUlZKKpzF3z44YdNjgUbGxsYGRkhPT0dN27cwLRp0yCRSAA0Kgry8vLg7u4OmUyG1NRUWFhYwNbWFomJiRrWfx6PBw8PD5w7d661Q7FNZGdn4/PPP8ehQ4fIUBQul4vZs2dj0aJFsLCw6NDzKRQKSCQS8h6WlZWRMeh0Oh0BAQHo1q0bjhw5guTkZPKZeHmhLpFIkJubiwkTJlC+l0qlyMzMBI1GI0MsGhoa4OTkhM8++wxBQUEdKpywWCzk5ORg+PDhqKurg5WVFb766isMHDhQ4zwBAQGoqalBRkaGRsy8Dh3thcvlNust9f777+PIkSOYO3cuTExMsGjRIvKd0tHIZDJIJBJIJBI8evQIDAaDInxHRUUhMTERO3fuRF5eHvz9/TF69GiNdi5fvgwmk9muZ0T9Xu/fvz+qqqqQnZ0NKysrmJqaIiMjo9XeVRwOBzQajRKep1AoQBAE0tLS4OfnBzqdDoVCgZUrV0KpVKK+vh4TJ05EdHQ0rK2tKe0ZGhrCwcEBV69eRW1tLfT19dt8bTp06NBEJ6Dr0NEGVCoVbt++jX/++QeTJ0/WSIrCYDDg6OgILpfbpnblcjmePHnSYsZ0Dw8PihWruroaycnJZKy2gYEBiouLIZVKKYnd2Gw2OBwOqqqqmrRIaGPs2LFYsmQJCIIAi8XC6tWrUVRUBGdnZ3C5XLi5uYHNZjeZIEZPTw8+Pj6ora2FgYEBzM3N4e/vT9nHxcUF06dPx/bt25GcnAw3NzcEBAQgJCQEPj4+YDKZMDIygpGREerr68Hn8+Hi4qLRjpubG3744QeyHxKJBAqFAmfOnEFJSQmEQiEcHR1hYWEBc3NzKJVKeHt7w9TUlGyjoqICsbGxCAkJwfr16wE0Ls6qqqoQHx+PcePGgcPhwNvbG3v27EFhYSE8PDxw6tQpCIVC9OzZEwBw7do1HDt2DNu3b8e7774LAAgMDMSIESNw4sQJREVFoaKiAgkJCXBycsJPP/1ECowymYy8R+7u7hCLxTAzM4NKpULXrl0hEonI/qqtrYaGhvj6669hbW2Nd955B9XV1Th79iyGDh0KGxsbcn8ajYaoqChERkaCTqcjKCiI8htWVVWhsrKy2YWuvr4+vL29cfbsWfzzzz/4888/sXPnTgCNSgmJRAJLS0sUFhZi1KhRmDlzJgQCAcWa/yK2trZISkoCQRCg0WiorKxEfn4+ZDJZk+cHGseyu7s7xZqjUqmQnZ2NmpoaEAQBBoOB5cuX4/Tp05RjxWIx1q1bh4aGBkRHR2vNUk8QBMRisdY6zGw2G/X19QAakwfSaDTU1dUhNTUV9vb2GDJkCCnMWlpaYsyYMYiJiUFOTg4WLlzYpGt/RUUFZDKZRjiIQqFAZWUlbt26hfHjx2Pjxo2QyWT47rvvsH79ejg6OlLu9asyYMAABAUFwdTUFIWFhdi2bRumT5+Oc+fOwdPTk7KvSCQCk8mkxOEWFBRQPr+MUqkk3fO1ucU6OTlpTQjZmjGjFl60WS0lEgnYbLbWvqhUKq1ttGbMqPfTdh6JRAI9PT2tChf186StHbFYrPVdRBAEVCqV1vOoVCrI5XKw2exm91EqlS0qh9QeNNrCMYyMjChJRn18fHDw4EFcvHiRfO9ZWlrC0tISDAYDc+fOxZAhQ+Dt7Y2ePXuS9yYtLY1UHDaFTCYDg8HQ2mc2mw25XA6ZTIbDhw/j7t27qKysxI0bNxAZGUkqY4HGHCyTJ0/G999/Dzabjc2bNzfZZnZ2Nuh0eruUg3V1dZDJZDAyMsKFCxcQHR2NNWvWtPm97u/vDy6Xi71792LSpEmQSCS4ePEiampqyJKt9vb2WLJkCSwtLaFSqXDp0iXs2LEDQqEQy5cvp7i66+npQSQSoby8nDRKSCQSZGZman0mO2rMtPQstXaeaenZbs2Y6Yh5hiAIMm9Jc7xt84xKpUJ1dTXZVnFxcZvyJvyv8kYK6B9++CHFVWbcuHGUbJ2t5dSpU+TiEWh8aJqqqbl+/XoNN8+28t1331Fin/bt29dkQqzmEAgEsLS0RJ8+fTBgwIB2Z8M8ceIE9u7dS37u0qULVq9e3a62dFAhCAL5+fnYuHEjHB0dMWXKFI14S319fXz11Vdttp7X19dj69atLY7Dbdu2URbHz58/x9atW8kXpoeHh9bFbHssbOrYchqNBg8PDzAYDKSnp2u4QLcXgUCA9957D76+vrh//z4ePnyI/fv349SpU4iJiSGF3pZgMpm4desWkpKS8OzZM0gkEmRlZUEikWhdKLxIXl4enj17htraWnz88cfk96mpqaiuroZSqQSNRoOVlRVEIhFyc3OhUChw8uRJuLq6wsHBAQBw69YtSCQSHD16FH/99RcAkG6R6uRypaWlyM7OxogRIyhCd1ue/ZqaGhQWFsLHx4d0c9bX14ePjw9u3LhBuuCrcXZ2hrOzc7Mvf7Wwqa06QdeuXbF9+3ZYWFigS5cuTe4jEAgwZcoU9OjRAw8fPmy2LQ6Hg4aGBlJISE1NxYYNG0j30aawtLTEr7/+ShFg9+7di7i4ONLaZmxsjPPnzzfbxtGjR8FisXDz5s1m91GpVGhoaNDqPm5paYnBgwcD+P/3oqioCLm5uVi8eDFcXV3JhQ2NRkNISAgcHBxQXFyM2bNnN9lmXV0d6HR6k+NApVLB2NgYEydORL9+/UAQBOrq6vDpp58iIyOjQwV09XWpsbKyQv/+/ZGQkKAhoAONi+gX573jx49j//79zbavUCigVCrBYrG0Lv5iYmKaTT4JAPfv38eGDRu0LvjUXkPa5j+FQqE1fp5Go4HBYGhNDNqaMcNms0Gn07Xm0WhoaACbzdbaXxaLRQofzSGTybTOJwRBQKlUar3u1gjxTCYTSqVSq5ConoO19ScsLAxfffUV+XnYsGFISUnBsmXLyPNPmzYNU6dOBYvFQlJSEoRCISoqKlBUVEQqFr/++mvk5+c3ex6FQkF6tjSHtbU1Ro0aReYs4XA4yMrKQlVVFUaMGEF6bgGNYz8kJARxcXFwdnZG165dm2yzvr4eNBqtWWWHTCajrH35fH6Tc7GTkxMmTZoEV1dXJCUlNXsNTdGzZ09MmzYNP//8M5KTk6FSqcDj8cDlcsnn0NHRkbKeDQoKwuPHj5GSkoKioiKNSi16enrk8ww0VnX58ssvtT6THTVmjIyMtCZmbe08o81bQ91OS2PmTZtnaDSaVkXVvzXPqFQqyriXSCRk1RMdzfNGCugJCQmUbNMlJSXtEtC3bduG+Ph48nNzg/Dq1as4dOhQ2zv6AsuWLaNMaKmpqe1u08bGBuvWraPEmbaWX375BWfOnCE/6+npITo6miIA6GgfYrEYq1atQkNDA2JiYmBtba0x4bPZbA2rZGvg8/mYMWNGi+Pczs6O8tnW1hZz5swh3c54PB6uXLkCNptNscZLpVJIJBIYGBg0+5JqbgJ+0WLP4XDAYDBIQa6j4PP5CAwMREBAAGpra3Hnzh0sWbIE58+fh5+fX6uE1sTERKxatQrOzs7o1q0bmUDr4cOHrbYuqF2U/fz8KIusgIAACAQC8gVjaWkJd3d33L17F2VlZTh//jxWrlxJavrr6+vBZDLRt29fSvuBgYFkEjm5XA6JRAI+n99u12SFQgGZTAYul0suHBgMBmn9edntUSAQaNV0q90Ttd1fNzc3REVFwdDQkLJY4fF44HA4qKiogImJCZYtWwYWi4Xr169DIBA0Oe7q6+shFArJdry9vbFy5UqtCi42m00JLSkpKcGKFSvwySefoF+/fqDRaIiLi9N6z+VyOezs7DTcyF+mJQsEm80mF0Dh4eFYsGABampqsG3bNhw/fhzvvPMOqbQBGj1cDA0NYWJi0qwizcDAAEqlUmNhxWAwoK+vDwsLCxgZGZH9srOzg1Qq1VDGdDQ9e/YEjUbDkydPmtwulUopY2vYsGHo3r37K5/X1dVV63YfHx+sXLmy1Uq45qDT6VrdhGk0Gmg0WouuxC2NGQaDoeFi3NY21O2ohWdtfW6rx1RTbbR03QwGo10JN1/mZa8RKysrfPPNNygsLCTbt7a2BpPJxIULF7Bnzx7MnTsX6enpOHLkCLp06QJ9fX0sXbpUq2Ci/m21/TYcDgdFRUVgsViYNm0aQkNDUV5ejmXLliEhIQEBAQEwNDQk2xMIBDA1NYWlpWWzAriBgQFp/Wwqn0NKSgoWLlxIfv7qq68wbNgwAI1zN4vFQkVFBby9veHg4AAmkwmxWAxDQ8NWJ2fj8XhYsWIFhg0bhqysLBgbG4PL5eLatWsa7utqmEwmunfvjv379zeZX0cqlVIssSYmJi0+kx01ZthsdoeEEzKZTK3PZGvGTGv4X51nWCwWOT6ePXuGDRs2aN1fxxsqoL/M5cuXUVpaSnFFbQmxWEwRVN8mCgoKMH78eDx79gzz5s1r9XHl5eUaViO5XI6EhAS8//77Hd3N/zmWLFmC27dvY8eOHfDy8mpzkhdt6OnpUWLGWwuPx4O7uztFo/3s2TMYGBggPT0dvXv3BtDoNlteXo7u3buDyWSSFroXE3c1545aWFhIxntXVlZCJpM1+yJ/Veh0OgwMDODu7g5HR0cUFxdDIpG0KKDL5XJcunQJRkZG+Pbbb0mXcKlUqlEOTRsikQg8Hg9ubm744IMPKNtoNBp5z4VCITw9PXHs2DFcuHAB1dXVCA8PJ/e1sLCASqVCZGSkRtkfdRt8Ph8ikQhFRUWQyWQtatWbgsPhQCgUoqysjHwRy+VyVFZWgs/na/xuL15DU6jDELRZn9hsNsaNG6fRJyaTCXt7e5w6dYpcsMrlcuTn58PW1rbJ8+bk5MDLy4tsSx3K0BZu3ryJmpoaLFiwgHRjTE5O1nqdDAYD9vb2HVIv+dGjRwAan0VjY2MYGRkhMjISZ8+excWLF2Fra0tRwKgXYM1hZGQEHo+nYX1isViws7ODWCymLHwlEgkZftKZlJaWgiAISuiMmuLiYhAEQQmNsLe3p1gZO4v2jBkdbwdqb6WXQ27USRbd3NywcuVKHDp0CN9++y1GjRqFHj16tKu+eFOUlpaCRqNBKBTC2NgYIpEIM2fOxMKFCxEREUGp4qHur7bn283NDUqlEgUFBU1W+3B2dkZ0dDT5+UVPFUtLSxgYGCA1NRV0Oh36+vrIz89HWVkZ3Nzc2rQeUSeG69evH+h0OuLi4lBfX9+stxpBECgtLQWbzdZQPqgrrpibm5MKOg6HQ6mXrkPHixgYGDT5HtFB5a0Q0NXJlKZPn97qY5KSktpl5fv4448xatSoNh+nTcs/YsQI/Oc//2l2e2lpKZ4+fYorV67g5MmTpKYqOjoaoaGhzbpLvczx48c1MiUDje6cOgG9/UgkEsTExJB1Vh0dHUlrlVAopCy+KysrsXTpUpSVleHo0aOvpb9eXl5wdnZGXFwchg0bBiaTiWvXrqGwsBC9e/eGnp4emEwmBAIB0tPTUV5eDpVKhT179jTZ3u7du9GnTx/Q6XQkJSWBz+fDy8uLdI9UKBSQSqUgCIK0CtNoNOjp6ZGLBjqdDoFAgNLSUlRWVpIZYfX09FBYWIicnBw4OTmBz+eTdaBTU1PRo0cPilWOxWJBpVKhpKSEdBdUuwCqNdNisRhisRh5eXkaMchAoyDJ5/NRXFxMCrJqq7OLiwt8fHywdetWvPvuuxCJRKTFo6amBi4uLqRm2sPDA7GxsYiPj4ednR0lnjgsLAxmZmb46quvEBMTAzabDYVCgfLycjKcxcrKCgEBAYiPj8eQIUPg7u4OgiBQW1sLPp9PCh1qpcWDBw9QXFxMuqSx2WyIRCJ4enpi27ZtyMrKgru7O/Lz85GUlARfX98my9ppg0ajITQ0FPfv32/WFY9GozWrTAgLC8OBAwdw+PBhssxaamoqIiMjNeIIq6qqkJWVhWnTprWpjy9TXl4OoVBIEVB79uwJPp/frGXFyMio1fNqW6HRaPD390dgYCB+++03jBw5sk2Jk1gsFtzc3JCdnU2J02QymXBzc4NEIsH169fh6OhIJjW0s7OjWOqBxjjc1atXIyIiAmPHjqU8RwqFAmKxGEqlkowxrqqqgp6eHrhcLpRKJVJSUuDm5gY9PT0y1p3NZmu4vgONSnT1WNShozNRKBT45Zdf8OTJEyQlJYHNZiM8PBwJCQn48ccfsWPHjjbngGktdDodnp6eZOb0oKCgNgkawcHBoNFouHPnTpMCuo2NDSZNmtTksQKBAMHBwdi0aRMePXoES0tL/PPPP8jJycGcOXMo65Da2lr88MMPuHv3Lo4fP67RVlFREWnxLigowL59+xAUFARLS0syHw6dTic9BPLz87Fv3z4MHDhQQ+lWUVGBnJwc+Pj4aCTN1aFDR/t54wV0FosFmUyG+Pj4NgnoCQkJAEDGjGhz83iRLl26aK3n3B5sbW1b3eb58+cxdOhQcvG0bt06jdJVzXH48GHy//fee48sX3TmzBnU1tbqJs92kpycTMa87tu3D/v27SO3rV69mrIwlkqlOHfu1ZP4LQAAIABJREFUnFYLZGdjbGyMjz76CF999RXee+89iEQi3L9/H++++y58fHzIcknvvvsudu7cifz8fHJh3hR1dXX4z3/+AxqNhszMTMyePRt8Ph9KpRLXrl3DhQsXUFVVherqapw+fRolJSWwtLTEkCFDyFqvLBYLYWFh2LJlC5YtWwYLCwsMHDgQffr0QWVlJdavX4+amhrY2dlBJpPh4cOH8PT0RHh4OEWws7CwgLu7O7Zv347bt2+Dy+Vizpw5MDExQXBwMM6fP49ly5bB2toaxcXFqKqq0tD46+npwc/PDwkJCfj666/J5FozZswAi8XCwoULsXz5cowdOxa+vr6g0WjIy8tD3759sXTpUnIh5ObmBmNjY5w8eRKzZs2iWE1cXFzwxRdfYP369Zg2bRpsbW1RV1eHnJwcrFu3DpaWluDxeJgwYQJycnIwd+5cUsCXy+X48MMP0a9fP7K/vXr1Iuv+Ojk5wcPDAxMnTgSdTsfQoUNx8+ZNzJ07F35+fsjLy0N9fT3GjBnTLsvipEmTsHjxYjx8+LDNQuyQIUMwevRorFy5EidOnEBBQQGMjY0xZswYDTf+y5cvQ6VSYfz48W3uY0sEBQVh4sSJ2L17N+rq6ijb1M9HS67TrwKHw8HQoUNx8uRJ/P333226Rg6HgwEDBuDcuXMoKCigLIi9vLwwfvx4/Pbbb7hy5QrkcjkePHiA2bNnayz4y8vL8ffff8PJyUnDlTQrKwu7du1CUVERnj17hoaGBsyZMwfdu3fH1KlTweVyMX36dNjZ2UEkEqG4uBjl5eWYP38+QkJCKG2pVCrEx8fDz89PIzZVh46OhCAI3LlzB/v378esWbPI+cnc3BwTJkzAwoULcfr0aYwYMaLT+mBhYYGhQ4fi119/xfjx4xEYGNhq93I7OzvyPTVmzBitXlNNMX36dFy/fh1TpkyBt7c3srKyEBYWhu7du1Ms6HK5HNeuXcPZs2ebbGf16tXIz88Hh8PB06dPweVysWrVKrJ0Y3x8PFnWkyAI8n384YcfUuKeCYJAUVERCgoKMG7cuCbd9nXo0NE+GAC+fPGLXr16Nakh/zf5/vvv0dDQAKAxru/x48fIz8/H/PnzW+XGp1KpEBUVhbq6OgQFBaG8vBwymQx0Oh2ff/65xv6HDh0iExkNHjy4Q9wek5KScPnyZQCNcacvu0I1h6OjI6qqqsha1CUlJRSXp+aoqqrC7NmzySRWJ06cwJEjR1BTUwOFQgFfX9//2fI3e/fuRU5ODgYMGIDg4OA2H9/Q0ABDQ0O4ubmRrjnqv169elGsY+rsmz169EBoaGhHXoYG6pqq4eHhGjkGXFxc4O3tDQaDgYaGBuTn5yMiIgIBAQGk5tzZ2RlmZmbgcDjo2bMnpkyZAqFQiD59+sDAwAAqlQpCoRDz5s0jXZZHjhyJUaNGkfHdT548QXp6OhgMBnr06AFjY2PI5XLSTVz929DpdDg4OJDb5XI5nJ2dYW9vD4FAgC5dusDY2BhMJhMikQjh4eH44IMP4OnpSVn8CAQCuLq6gslkQiqVQqFQIDAwEHw+H7a2tnB1dSXdfcPCwhAZGQlra2t069aNsniwtLSEg4MDZDIZpFIpBAIBmZXXzMwMwcHBZJyvkZERQkJCEBERAWNjY7I/PB4PbDYbDg4OmDhxokZm3q5du8LX15f0FnBwcMCIESMQGBhIzmNmZmbo0aMHTExMoFQqYW5ujtDQUAQEBJCeATQaDaampnB0dCSzChsZGcHX1xdAY7yfr68vGbvs5eWFGTNmIDAwkCIUEwQBS0tL+Pr6arUwmZubIzExEQAomZHlcjn8/f01BFuFQgEHBwd07doVPB4PwcHBMDY2Bp1Oh7+/P6KiouDq6kpZQEokEvz666+wsLDQCCVoK/fv30diYiJlnmQwGOjduze4XC5kMhmUSiVEIhF69eqFOXPmYMaMGVozA7cF9Xjr3r07RVlnbm4OPp8PHo9HmXsVCgVcXFyadSel0+lgs9k4c+YM7OzsKInmuFwuPD09YWtrC5VKBXNzc0yZMgUjRozQUEQRBAE+n4/g4GA4OTlRhIG6ujoUFhZCT08PAQEB6Nq1KwwMDODg4AB3d3fweDzY2NjA1NSUtIxPmTIFH330kYZQkZ6ejm+++QZffvklXFxcXvXn1Ep1dTViY2MxadIkmJmZdeq5dLyZ5OXlQSgUIioqiiIs2tjYgM/ng06nd5h3DEEQEAqFCAwMJL2RGAwGDA0NweFw4ObmBjMzMzIGl8lkwsvLCy4uLs0K34aGhjh48CD69eunEf7UEoaGhujVqxf4fD7YbDZCQ0Px/vvvw9LSkvKeVMcWe3p6IiwsTKMdY2NjMqdFUFAQZs+eDR8fHzAYDNDpdBgZGcHU1BQGBgYwMzPDoEGDMGvWLPKdo0ahUODvv//Gs2fPMHnyZF2uIx2toqqqComJifDy8tJ5Xb1AXFwcsrOzKd8RL/7Nnz+feN2YmJiQ/dmyZQv5/+HDh1t1fEpKCnnM2rVrCYFAQAAgGAxGk/uPHTuW3P/HH3/skGtYtmwZ2eYnn3zSpmMTExMp96ShoaHFY2JjY8n9e/fuTRAEQcyZM4f8buzYse26jv8GwsPDCQDEmjVrXndXOpSEhARi9OjRRHZ2drP7qFQqory8nPjss8+IadOmEU+fPv0Xe6jjbUShUBD79+8nxo4dq3VsvQrXr18nBg8eTCQnJ79yW3v27CGsrKya3CaVSonU1FTi7NmzRFJSEpGZmUkolcpXPmdnU1tbS8TExBDR0dFEeXn56+5Os6hUKmLWrFnEhAkTCLFY3Onny8vLIxwcHIi0tLROP5cOHZ1BdXU1MXnyZGLt2rWEQqF43d15JUpLS4lRo0YR27ZtI+Ry+evujo63hNzcXGL8+PGtlun+Vxg0aBBF9nvjXdwjIyPxn//8ByqVCseOHcPo0aNbPObFmJvhw4cjJiamM7vY4bycEKW+vr7FmKoX3dvHjh0LoPHaf/nlFwDAX3/91WKtQh3/fdBoNIhEIixcuBC1tbUwNzd/3V3S8YZDp9MRGRmJoKCgTrNSenh44NdffyVDIDoLFosFb2/vt857iM/nY86cOWhoaHjjQ5OWLVsGLpertTSfDh06GhEIBPjhhx9arHX9NmBoaIh169aR3m86dOjoON742cHMzIwsW/Xnn382mQTtZdTx5x4eHs3W6X2TeTFDL5vNbjGOtLq6mow1otFoZKmukJAQ0uWovr6+yYRZOt5eWsoG/eJ+hoaGsLW17fRMzzrefmg0Gng8Huzs7DpN6BIIBLC3t++w8fi2L3RfRq1Ys7a27jBX/M6ARqPB3t7+X3U3b29JQh063gTodDrMzc1hYWHR6tj1NxUmkwkHB4c3Xomo482itWvX/3XeilXN8OHDATRmyL548aLWfbOyssh4cvVxbxvp6enk/126dGlx8Xny5EkyW3GvXr1ga2sLoDG5VEREBLnfkSNHOqG3Ol4XHh4emDp1qq7EkI7/adzc3HRVKv5HEIlEWLp0qUa+Bx3/x96dh8d0tn8A/85kMlllk5AEEZFIiCWJVASppdTeoiitqlYXihZdUFSrXkrtvLW0KEUtDaHWIsqLvJpYk8gmISKRfU9mJrOc3x+55vwyzUJSXqP9fq7LHzJnznnmzJmZcz/P/dwPEdGzoVGjRhg8ePAzOYD6v/RMBOhVK3KGhYXVua1+9ByoTI9/1giCgB9++EH8/6MsQVRTerte1XN35MgRg9F5erbdunUL27dvR35+/tNuCtFTk5CQgG3btj3tZtD/QEFBARYvXozMzMyn3RQiImqA4uJiHDlyBImJiU+7KUbtmZg0oq9IHRMTg0OHDmHdunW1pkfo5587OzsjKCio3sdKTEwUKxg/Kicnp2rVLRuiqKgIn3/+uXj8Tp064d13363zOSUlJThx4gQAw/R2vf79+8Pc3BxKpRKFhYU4c+bMI1eUp3+2pKQk/PTTT5gyZcpD567n5+dj06ZN6Nu3r1gNnZ5NgiAgNTUVp0+fxsCBA9GsWbPHfoz4+HicP3++wUvB/d3pdDpcvnwZqampGDRoUL3WUTc2xcXFOHr0KDw8PBAYGMgU9RpkZmbi+PHjCA4Oho+Pz9NuToPpdDpcu3YNcXFxGDp0aL3WCCciov/3TAToQOVIcExMDO7fv4+oqKgag4CcnBxxebKhQ4c2aF7ihg0bsGHDhno956WXXjIoTPdn4eHheP/992t9vKysDBkZGfjjjz9QVlYGoHKJpiNHjjx0bs/Ro0ehVCoBGKa36zVq1Ah9+vTBsWPHAFSmuTNAr5+SkhLs2bMHkZGRyM3Nha2tLfr27YuXXnrJaOdeabVaHDp0CAcPHkRZWRn8/Pzw+uuvw8PD45Hn/qSmpuLf//43xowZ89AAvbi4GN9//z1cXFxq/Gyq1WpcuHABdnZ28Pf3r/Z4UVERDh8+jN9++w1FRUVo3rw5evfujb59+xos3ZKdnY0rV67A39+/wWmuGo0G0dHRUCgUCAgIqPc869DQUISHh2PmzJlo3bo1gMqg9vbt21i4cCEmTpyIXr16NahtNdFqtbhx4wYUCgUCAwOrLaf1uGk0Gvz8889ISUkxKMo5ZcoUFBYW4p133hGXEIyIiMBXX32F4OBgzJw5E40aNUJmZibWrVuHuLg4uLi44I033kBgYKBBESELCwv8+uuvsLa2xmuvvfZEXseiRYuQkJCAdevWwc7ODkDldfjee+/BxcUFCxcufCyFje7du4dvv/0WSUlJ4nKEvr6+GDVqFNq2bQupVIoFCxagoqICs2fPFoMWQRBw5MgRHD16FFOnTjUoZJeTk4MdO3agdevWBnPQy8rKcOnSJfz++++IjY2FVqvFrl27ag3g7969i7Vr1yIzMxM7duyo1+vVarWIjIzE9u3bkZ2djY4dO+Kjjz4SzyVQ+XncuXMnoqKioNFoEBAQgDFjxqBly5bi94xcLkdqairOnTsHT09PcbmqZ5FWq8XWrVvF6WKmpqZo2bIl+vfvjxdeeAGWlpY4efIkfvjhB8yePRudO3cWn1tQUIBJkyZh6NChGDdunME+f//9dxw9ehQhISHi33U6HZKSknDkyBHcuHEDubm5mD17Np5//nmDNl29ehWnTp1CdHQ0lEolpk+fXu/lRD/++GPExsbW+FhoaChkMhkuXryIY8eO4e7du5BKpfDz88OYMWPg4eEhbiuRSKBSqbB//364ubkhJCSEc02JiBrgmUhxBx4tzf3o0aPQarUAjGv+eWxsLDZv3lzrv127duHs2bNicD5y5EhERkaiefPmD913XentelXP3aFDh6DRaP7iK/pnefDgAbZu3YqSkhK4urqisLAQs2fPxrJlyx6paOHT8OOPP2Lq1KkoKipCs2bNsG/fPnzxxRfIyMh4Isdr3rw5zp07V+sqCyqVChs2bKixI6u0tBSrVq3C7NmzodFo0K5dO6Snp2Pz5s1ISEgw2DY5ORnLli37S6lRarUahw4dwvbt21FaWlrv57u4uODo0aOIjo42+PulS5dw8+bNx17US61W48CBA/jxxx+hUCge675rUlpail9++QV9+vQxCMYiIiJw6NAhnD17Vvye3bp1K86ePYurV69Co9GgtLQU48aNw65du+Dp6YmUlBRMmjQJt27dgiAI4r5atGiB4OBgbNq06Ym9jgEDBuDw4cPYsWOH+Ld9+/Zh165dCAkJeWwjuWVlZYiIiEBFRQUCAwPRuHFj7N+/H6+//rr4uoODg7F3716cOXNGfJ5Wq8WiRYugUqkM1k8XBAGJiYlISEhAcHCwQQdSVlYWNm7ciNDQUMTFxeHUqVO1TlvSaDQ4duwYfvzxR5w7dw46na5erys5ORlvvfUWbt++DXd3d+zYsQMjR44U3/uCggJMnz4d69evh6enJzw9PbFnzx588sknSEtLE/djZmaG559/Hjdv3sTt27fr1QZjo9PpkJCQgLi4OHEN34SEBLz77rvYtm0bVCoVunXrhps3b2Lz5s0Gv7XffvstoqKiqq3RrVAosG/fPvj7+6NVq1bi3zUaDU6fPo0VK1YgOjoaZ8+erTG1//vvv8eqVasQFxeHS5cuISsrq96vy9PTEx07djT4FxcXh/T0dFhYWKC0tBQnTpxAbGwsmjRpAgcHB2zfvh1Tp04Va/4AlQF627Zt0aJFCxw/frxB369ERPQMjaAHBASgRYsWSEtLQ1hYGP71r39V20Z/829tbY0XXnihQcfx8/ODl5dXvZ4TGBjYoGPV5sCBA5g7dy6++eabOm8iy8rKcPz4cQA1p7fr6bMJdDodcnNzcf78efTp0+extvnvzMvLC5cuXRJHArRaLRYuXIgffvgBs2bNMroqy5mZmdi1axe6dOmCsLAwCIKAw4cP46OPPsL169fFpa2KiooMlkdSq9UoKSlBo0aNDF6TVqtFYWEhtFot5HI5LC0txetSH5RpNBpYWFhUOxf655aUlKCoqAgFBQXIzc0FAFhaWsLS0hJxcXE4fPgw5s+fj7fffhtyuRw6nQ4FBQViFoxSqURpaSny8/NRVFSE/Px8cT92dnaQyWTQ6XRQKpVQqVTQarWQSqUwNzeHubm5uJ/i4mKxHYWFhcjLywNQWY22ajCqVqtRVlYGjUYDExMTWFhYwMzMDBKJBB4eHrCxsUF8fDwEQYBEIoEgCPjPf/6Dli1bwtvbG0BloKVQKKBUKiEIAmQyGaysrGBiYmIwqqRWq1FeXg61Wg2pVAq5XA4LCwuYmJigoKAAZWVlKCwsRFFREXJzc6HRaCCXyw1GTSsqKlBeXl5je/VtUSqVqKiogJmZGZRKJTQajdimqu9baGgoBEFAz549DdppamoKT09P3Lt3D2lpaXBycsK+ffvE0XSgssMwKioKR48eRffu3REXF4fJkydjz549aNu2rXgcqVSKfv364bvvvkNERASCg4Mf6dquj8DAQLzzzjvYtWsXBg0aBGtra6xatQqvvfbaE8ki6tu3Lz7//HMAwJkzZ/DBBx/g6NGj8PHxQVBQEIKCghAWFobu3bujSZMm2Lp1K7Kzs7F8+XJYW1uL+1GpVDhx4gRcXV3Rrl07g/egWbNm2LJlC6ytrfGvf/0LS5YsqbEtgiAgPj4eERERaNu2bYPmbK9duxb29vbYtGkTPDw8EBISghEjRuDQoUMYMWIEIiMjERkZiWXLlmHkyJEQBAHt2rXDrFmzkJGRATc3NwCVv02dOnVCs2bNsGfPngZNPXtUgiCgoqICOp0OMpkMMpnsiYzgtmzZErNnz4aTkxOysrLw2WefidlpHh4eWLBgARYtWoRz586hT58+SElJwYoVKzBr1qxqAXpKSgri4uIwY8YMg997mUyG8ePHY8KECYiOjq618/OLL77AunXrEBkZiYkTJzbo9UyePNng/4mJiQgLC8OkSZMglUrh4OCApUuXGnyfREVFYcyYMbh8+TLatm0rPmZvb4/OnTvjxx9/RE5OjtFmmRERGbNnJkCXSCTiut63bt1CYmKiQQVAhUIhLjWmn3fdEG+++SamT5/+WNqsN2DAALz99tu1Pq7VapGVlYUTJ07gxIkT0Ol0WL58OaRSKZYuXVrr844dO4by8nIAlR0Y1tbWKCgoqLadmZkZ/P39ceXKFQCVHQAM0B+d/sZDo9FArVaLAakgCAajgkBloHTt2jUolUr07Nnzibfrz8cHKjM2MjIy8M4774jb+fj4oHXr1rh48SL69u2L/Px8DBw4EDNmzBArYF+5cgWjRo3C3r17xaUNgcrMlFOnTiEzMxMeHh6YO3cuunTpAqlUipSUFCxcuBBXr15FcnIyNm3aZFDYMC8vD2PGjEFubi5SU1Nx/fp1cSWG6dOnY8KECSgrK4NarUbTpk3FFFypVGqQCnvmzBnMnTtXnA7yySefiEHNwYMH0apVK6SlpWH9+vW4dOkSioqKYGZmhueeew5TpkyBr68vpFIpvvrqK5w+fRqZmZlQq9WIjY2FTCZDx44dxZHWwsJC7N27Fzt37kRhYSHMzc0xcOBATJ48Gc7OzrC0tERgYCCSkpJQUFAABwcH6HQ6REZGYuDAgXB0dAQA3LlzBytWrMAff/wBpVKJpk2bYtKkSRg+fLh4I15YWIiwsDDs3LkTDx48gKWlJZ577jlMnToV7dq1w+TJkxEXF4cHDx5Ao9EgLi4OJiYm6NmzJ9asWQOgstNh9+7d2LFjBwoLC2FpaYkBAwZg8uTJcHV1hUQigVqtxvfff4/Q0FD06tULUVFRePDgAZo2bYp58+ahe/fu4rnev38/PD094erqWu16c3Nzg5mZGZKTk3H16lW4ubmhQ4cOSExMhCAIuHDhAlxcXMT9eXl5oX379vj999+h0WgMOgI6dOgAR0dH7N69+y8F6LV9DgBg5syZuHTpErZv3y5+juv6Tn1cXFxc4OLiggcPHkCn08HW1hZvvfUW5syZgwsXLiAoKAgLFy7EK6+8YnDugcoA/eLFi3jhhRcMpncAld/ljzLFQaVS4dixY3B0dETjxo3x66+/1qv9giDgt99+Q+/evcUU5oEDB8LW1hYnT57EiBEjxI6mkpISlJSUQBAEFBcXw8XFBZaWlgb7s7KyQocOHXDgwAFotdoGZy/ol+ep6f3Oy8vDtWvXcO7cORQXF6Nt27bo1q0bfH19n+i8dxsbG3h6euL69evidLMBAwZgz549OHDgANq3b49vvvkGbm5u+PDDD6s9/8CBA3BwcICvr6/B36VS6SMFt/oO18dFEAScPHkSGo0Gr776KgAYdE6r1Wqo1Wrk5+dDJpOJGRVVeXl5obCwEHfv3jVIgSciokfzzAToQGWq9vr16wFUprl/9tln4mOnT58WU8SNKb0dqPyxqi39vKqPPvoIa9euxUcffQQAWL16NT7++ONa15itmt5+5cqVRy62dPDgQaxdu/Zvt3bwk3b58mWcOHECGRkZiIyMxCuvvFLtZjk/Px+vv/460tLSxKXvnhRzc3Oo1epqUxays7NRXFwMT09P8W/29vZwcHBASkpKjTdUdQkNDcXMmTNhYWGB77//HosXL8bu3bvFtayXLFmC5ORkjB8/vtpzHRwc8MMPP6C4uBgzZ85EmzZt8PHHHwOAGMg2adIETZs2xZ49eyAIAtq0aQMPDw+Dm/yQkBDs378fV65cwZIlS/Dpp5+KI3H6ImYqlQqurq6YNm0amjdvjoyMDPzwww/44Ycf8OWXX8Le3h6ffPIJJkyYgPXr1yM7Oxtz5syBvb292KGnn9O7du1afPDBB+jUqRPu3LmD77//Ho0bN8aUKVNgYWGB4OBg7N69G+np6XBwcMCdO3eQm5uLLl26AKhM/505cyYKCgrw6aefonHjxjh16hQWLlyIDh06wNvbW0y1X7lyJYYMGYI+ffpAo9Hg3r17YtrysmXLUFxcjDVr1iAnJwfz58+HjY0NrKysAPz/zfT69evxyiuvoE+fPoiJicGWLVtgZ2cntlfv1q1baNmyJaZMmQI3Nzfcv3/f4HtDrVbjypUrmDp1ao3XgqurK5o0aYLY2FhcunQJb731ljg6q1arkZ6eDi8vL5SVleHQoUPw9fWFq6srjhw5Ui3F2tzcHD4+Pg9dOvNh7O3tUV5ejvLy8mqBYZMmTTBx4kSsXbsWKpUKs2fPfmJrdqtUKhQXF0OhUCAyMhIPHjzAq6++ChMTE0ilUgQEBCA4OBi//PILTp48Cblcjo8++qja97BCoUBaWhpatmzZ4LbExsbi7NmzmDdvHk6ePFnv55eXl+PBgwdwd3dHdHQ04uPj8eKLL6JNmzbi9JL27dujV69eWLNmDeLj46HT6XD79m28+eabBin7el5eXnjw4AGys7MbHFRaW1tDJpMhJyfH4O9paWn49ttvsXXrVvE+QCKRwN/fH3PmzMErr7zyWEfSNRoNSkpKYGpqiqSkJERFRYmZNUBl0D5hwgQsX74ca9asQXh4OJYtWyZ+51UVEREBFxeXap0xT0t+fj7Onz+P559/vlqbkpOTcfDgQeTk5OCPP/6Au7s7/Pz8qp1bV1dXODg44OrVqxwMICJqgGcqQNf/YBQUFFQL0PXLq8lkMgwePPhpNfEv+/DDD7FlyxbcvHkTFRUVOH36dI1FlBQKhVj4rb4yMjIQERFRbeSG6qZQKJCdnY179+7B3t4eY8aMqVZ0ydTUFH5+ftVGHx9GpVLhxo0byM7OrnO7Hj16iKnYrVu3hkQiwbZt29CtWzdIJBLY2dkhKysLarXaYPRFLpdDLpejsLCw3nNRx44di7Fjx4op259//jlSU1Ph6+sLMzMztGjRAlqttsYCVDKZDB4eHigpKYGVlRXs7e2rTSHx8PDARx99hM2bN2Pu3LlwdHRE27ZtMWLECPTp00dM57axsUFWVhbMzc3RrFmzavtp1aoVpk6dKrZDpVIhMzMTv/76K/Ly8mBvbw8XFxfY2dnBwcEBSqUSrVq1gpOTk7iPrKwsHDhwQBwxl0gk6NKlC5KSknDixAm8++67sLCwgI+PD8rKypCeno4OHTrg+PHjsLW1FQvkXbhwAefOnUNYWJiYjeDj44OTJ0/iyJEj8Pb2Rk5ODk6ePAl/f3/MnDlTvHnXZ2cAgJubGxQKBezs7KBUKuHh4WFw06wvGta8eXN88MEHaNq0KQICAsSiXKNGjTII9Bo1aoTXXnsNL774IqRSqUFhMqDy5rykpKTWooBWVlZo37499uzZg6ioKCxfvhxr164FADGF3tHRERkZGZg+fTomT54MOzs7lJWV1TjqWTV4l0qlyMzMRGxsbJ1z7S0tLdGtWzexU0Vf6G/58uXw8/ODVCpFkyZNEBAQAFNTUwQGBkIQBMjlcvE7T6PRIDExESkpKbUeR6fToaSkpM5K1FWnexw8eBDx8fFQqVTIy8tDnz59MGDAADEAb9y4MUbRuYxFAAAgAElEQVSOHIlZs2bh1q1bWLt2bY2ji7m5udBqtQ0O2DQaDZYvXw5/f38EBgY2KEAvLi6GIAgwMzPDkSNH8N133+HkyZOwt7cX5zg3bdoUL7/8spixo9PpkJOTI3ZI/JmTkxOkUinu3r0LFxcXKBQKxMbGPjT9PiAgQPw+tbGxQWBgIFavXo2CggLI5XLIZDIcOnQIW7duNZiPLwgCrl69ihkzZqBp06YoKiqq8zilpaWwsrKqNZCXSCRiO5KSkjBz5kzI5XLk5eXB3NwcH3zwgdj5I5PJ0L17dxw7dgybN29G3759MXTo0Br3e/fuXfTt29doiqldv34dCQkJWLRoUbX3saKiAnl5eUhPT0dxcTGGDRuGtm3bVtuHra0trKyscO/ePQCV78W9e/eq1e34M/33QG30HdJmZmZ1bqefvlMbhUIBU1PTOrfRarXi1KTaPOyaEQSh1t9GvUf5ntF/d9Z1jZSWlsLMzKzOKXc6nU7MQqlNcXFxnatG6HQ6aLXaOo+j1WqhUqmqdZhW9bD3SD9dBUCdWUPGdM3oB0t4zRjSaDTIyckR7z3z8vJw9+7dWrenSs9UgG5qaorBgwdj586duHz5Mh48eAAXFxfodDoxhS8kJOSZX7anR48euHnzJgAgJiamxm2qFmCxsLBAu3btHrrfpKQkFBcXA6hMq2OAXj89evSAv78/SkpKsGXLFqxZswYBAQEGI5S2trZYsWJFvQvxlZWVYfPmzTh//nyd2+3fv18M0Fu0aIE333wTq1evxoEDByAIAjp16gRPT09IJBKDQFyfji+Xy+t9I9i1a1cAlV/0+qrSiYmJ1VIyG8rc3Bz9+/dHp06dcP/+fVy9ehUHDx7E3LlzsXTpUvTt2/eR93XmzBn8/PPPuHPnDlQqFXJyctC4ceNaC2n92f3795GTk4OwsDBERESIf3/w4IE4N15/o+7k5ITbt2+joqICR44cEUeLgcrPrUqlwowZM8QfP32ld/0IZH5+PlJTUzF27FiDH7f6VNouKSlBZmYm2rRpI16HVlZW8PLyQnh4eLUiTW5ubmjRokWtNyr6rA+5XF7rMTt27IgNGzbAx8fHYAk2/XWl0+ng7OyM5cuXo0OHDjh79mytxzM1NYVKpRJvJqKjo7Fo0SI8ePCg1uM3b94ce/fuFQN0Z2dnrFixAitWrMCuXbvE+fOrV68W58oWFRVBq9Xi2rVr8PLyglKpxKFDh+pcP12n06GioqLO6VLNmjUTs6NcXV3h7++PlJQUJCYmIjAwUJxioD8/QUFB8PT0REFBgZg+/GdKpRISiaTBFeb379+P69ev45tvvmlwxX99p4NUKsXAgQPh7u4OV1dXg/T0xMRE/PDDD5g2bRp69+4NQRCwb98+bNmyBc899xwCAwMNvmv0KfH6NPD8/Hxs2bLFoHBeTdasWSN+rkxMTDBv3jx8+OGH+Pzzz6HT6WBpaWmQdfJn9+/fx7p163D9+vU6j1PXVAmg8nM5YsQIAJUj+fq55Pp6AX5+fgafGycnJ/Ts2RNHjhwRa2vURKVSGU0dk4qKCkRGRsLa2rpa5x0AtGnTBnPmzIFKpUJkZCQ2bdqEDh06VOtg0HfS6N8TrVaLixcv4ssvv6zz+E2bNq2zyJ1WqxXrC9T1O9aoUSOUlJTU+vijBC/638+6grqHXTMSiQSmpqZ1/v48yveMhYUFpFKpmB1SE6VSCVNT0zqnc1hYWNSYdVeVvq5KXY/rdLqHTht52LkxMzOrM8tQEARoNJqHfhc6OzvX2cn3rF0zUqkUMpnsodeMSqUyuPf8M2O6ZnQ6HaytrcXMP/3gCdXtmQrQgco09507d0Kn0+Hw4cN4//33cfnyZfFL3djS2xui6lJp+oD6z/TLvADAq6++WueNpt6sWbOwbNkyAJUB+vLly42m1/5ZoC845uDggF69emHXrl2IiooyWBpHJpM1KDXV3t4e//73vx+afl71hlsmk+Hll1/GoEGDDH4YDh8+DDMzM+Tn54vbKpVKKJVK2Nra1vqe13bsqjeW+h+5x70SgFwuF4PHoKAgvPjii5g4cSIuXryIkJCQRwo0QkNDMWfOHAwYMAAff/wxbG1t8dtvv+Hs2bOP3A61Wg2tVov33nvPYB4+UHnu9T+ILi4uaNeuHa5du4bs7GycO3cOa9asEX/o9MXYVq5cWe0Y+uXhtFrtI/Xs16XqaIb+fdX/wOtHgKqytLSs80fd3t5enEtcGy8vL8yfPx92dnYG15KVlRUsLS2Rk5MDa2trjBs3DhKJBIcPH4aNjU2N111xcTHs7e3F19+7d2/06NHjoTe9VW9mJRIJxowZgxEjRojPMzExgVwuR1ZWFlavXo3x48ejvLwcS5cuxbBhw2BlZYWPP/5YnE7UUBKJBMnJydi6dSt69OiBTz75BCqVCt999x22bduGkJAQg1opFhYWsLS0hLW1da2jS40bN4ZGoxHri9RHaWkp5s2bh/Hjx8PExEQc6dRoNMjIyEDjxo0faV6zg4MDJBIJiouL0alTJ3Ts2BESiQRZWVlip8z58+cRHx+PHj16iBkXQUFB2L59O6KjoxEQEGBw41dWVgadTifWlnBxccHq1asf+p3358C2bdu2Biu2RERE4IMPPqix/oqeTqd7aID+qL744gsxY8XR0RFDhw7Fu+++i1OnTmH8+PHitSyVSmFpaQm5XF7n0nL29vZ1Bgb/S+np6fjPf/6Dnj17wsnJqdpnVp+JJQgCOnfuDEtLS4SHh6Nr164G15U+m0bfmWxiYoLRo0cbrChTk4cFL4/qce3HmPwdX9PjwGumdsb0mqqOwqempmLevHlPuUXG75kL0PUF4JRKJcLCwvD+++8bLN300ksvPcXWPR4PS21UKpUGRX9qq+76Z8OHDxcD9Lt37+Lq1asG67RSzdRqdbW0zZKSElRUVBgEwUBl0JWfnw+dTvfQtcOrkkgkDRrtMjExqdb72bJlS3H+X0hICARBQFZWFjIzMxESEgJTU1NIpVKYmZmhvLxc7P2sbemy+Ph4MU34wYMHqKioaFDhH/2o/p97WzUaDXQ6nRhkSqVSWFtbw8nJSTzP+nNTtYpwVWq1GteuXUOnTp2waNEicdQ8MjKyxl56iURSY2DQtGlT2NraVqtirk87018DlpaWaNeuHXbt2oXjx49Dp9MZrBzh4eEBrVYLV1dXgwBN//qBymwLZ2dnxMfHo7y8XBxF/3MvvP6c6HS6atMTrKys4ODggLS0NLHHXalUIiMjA/b29nUG4zVp1KgRWrVqhTt37tS6jYmJSY3zSqVSKdq0aYN9+/ZBqVTCwsICZWVlSElJgaenZ7XrVL/Oc0BAgHie9ZW360tfub4qjUaDxYsXw9bWFuPHj4dOp8Pp06exZMkSzJ8/Xww2/qqqo8369vfr1w8HDx7E8ePH4eHhUa/XZGtrCzs7uzqzCGpTWloKc3NzbNq0SVzCrqSkBAqFAsHBwZg3bx6mTJkibl9cXIzy8nLY2toanD+ZTIZ27dohLi4OarUacrkcubm5SEhIEKeQFRcXo7S0VLzuBEEQC4hVVFRU+4zeu3dPvEb056sh33l//q50dHR86H6cnJzqTLd9VPplNSUSCUxMTCCTyeDt7Y2BAwfil19+Qa9evQzWgH+UDvCOHTsiLS0NarX6iY6kq1QqFBUVwdTUtMZ7DEEQkJycjNu3b+P99983WFlA39lXdQWKiooKlJSUiEVTq8rOzkZRUZGY/q4fBW1oVggR/X2YmZk90cKdfxfPXJUwa2trMeU1PDwcRUVF4vzzTp06Gawj+ndQ08jab7/9Jva429jYoF+/fo+0ry5duhjMja46Ck+1i4qKQlhYGCIjIxETE4MLFy5gz549MDExqbZkTlFREaZNm4axY8c+pdZWznXu2LEjfv75Z0RGRiIuLg7Hjh1DaWkpgoKCIJPJIJfL4eTkJL6mK1euYO/evTXub8eOHbh27RpiY2Nx+PBhcf63IAgoLy9Hbm6u2ClRWlqK3NxcFBYWGty0mZiYoHHjxrh79y6SkpKQlZUlpl6lpaVh3759uHDhAhISEhAfH4/Tp08jPj4erVq1MggczM3NxSWk0tPTkZWVJabBWVtbo7CwEPHx8bh79y7Cw8Nx7Nixap8hU1NT2NnZIS0tDbdv30ZWVpbY0eLu7o6QkBD89NNPOHXqFJKSkpCYmIiLFy/i4sWLBkG9j48PysvLERoaCh8fH4OifL169YK3tzfmzJmDqKgoJCcnIyYmBkePHhXnXjk7OyMkJASnT5/GsWPHkJSUhISEBPz3v/81WEdaP6c6PT0dcXFxyMzMRGFhIYDKz7+/vz+io6MRHh6OlJQUnD9/HqdOnUKXLl1qLEr1MP3790dMTEyDRnAHDhwIjUaD7777DgkJCTh69ChiY2MxdOjQajfnWVlZuHPnDoYMGVLv4zyKs2fPYvfu3ZgwYQLatGkDHx8fvPHGG1i1atVjG02tTdu2bcXr6M+deA9jZmaG9u3b4/bt29U6l7RaLTIzM5GQkIC8vDwxqEpOTkZpaSkcHBywc+dOHDp0SPz36quvwtnZGQcOHKjWmbt9+3aMHTu2xiyTMWPGICYmBr/++ivi4+Oxbt06WFhYiKOgHh4eMDExwY4dOxAfH4/4+HicOnUK5eXl1SqnazQa3Lp1C/7+/g1eYaU2Hh4e8Pb2rjULxczMDAMGDHisx6zKxsYGvXv3RmpqKiIjI+td4+PFF19ETk5OjZ1ipaWlSEhIQGpqqpgFkZCQYJAeWlBQgISEBNy7dw8qlUrcRr+EpF50dDQmTpxY69J8+pVwWrZsabBsGlA5xefXX3/Ff/7zH8TExOD69es4cOAAYmNj4ePjI6au6t29exdKpRKdOnWq17kgIqJKz2R35rBhw3DkyBFUVFRgzZo1iIuLA/D3SG8HYHBjU9NNctXq7YMHD37kUQipVIqXX34ZGzZsAFAZoC9evPgvtvbvLzs7W5zPKpPJUFZWBktLS8ydO9dgOgJQOaoQFRVlEGD9r9na2mLy5MlYvHgxpk+fDlNTU2RlZeGNN96Ar68vJBIJrKysMHr0aKxbtw4zZ86Ek5MTfH19ERsbW21/zZs3x4IFC6BQKKBSqfDRRx/BysoKGo0G4eHhCA0NRWlpKfLy8rB3715cuXIFrVq1wvjx48VqznK5HEOGDMHKlSvxySefwNbWFmPGjMHgwYOh0Wjw+++/Izk5GZaWlqioqEBRURH69euHAQMGGAR2zZs3R/fu3bFnzx6cP38epqamWLp0KVxdXdGvXz9ERkbiq6++gp2dHczMzGBvb19tLpdMJkPXrl1x+vRpfP3112jcuDG8vLzwxRdfQCaTYfLkySgvL8eCBQvQuHFjyGQyqFQqDBw40CDtvU2bNmjSpAlOnjyJWbNmGdzQtmjRAosXL8aqVavw6aefwsbGRhxh/OabbwBUdjaMGjUKubm5WL9+vbieu6OjI95//31xqkTVglOLFi2Co6MjOnfujBkzZkAqlWLQoEFITEzEihUr0KRJExQXF6Np06YYPXp0nYVbajN27Fi89957uHnzplh/4FH16NED06ZNw08//SSurNG5c2cMHTq0Wo+5/v3Tz+t9nNLT0zF//nx069YNo0ePFv8+YcIE/Pzzz1i8eLFY6f5JMDMzw5AhQ/DLL79g3759tVbFr+25L774IkJDQ3Hv3j2DYoilpaX46aefcOLECdy5cwdqtRqffvqpuHpB9+7d4e/vb7C/X3/9FWZmZujcuXO1jIGUlBRcunSpxnm/Y8eORUxMDFauXIlGjRohLy8Pn3/+OQIDAwFU1nt577338MsvvyAqKkpcgvLdd98Vv2f00tLSEBcX90Q6Lhs1aoSpU6fizp074lKietbW1nj77bcfuRO7ofz9/dGpUyf8+OOPGDhwoMHo88P06tUL69atwx9//GGQbQMAN27cwIIFC1BUVITCwkJs2bIFR48exaBBgzBjxgwAlQMV3333HYqKipCZmYnNmzcjLCwM77zzjsH5LiwsxOXLl2vtQCgsLMTJkycxePBgcQ17vfLychw+fBgJCQkwMzODVqtFaWkpxo4di0GDBhlcVyqVCtHR0fDx8RGn8xARUf08kwG6/mZPq9Ua9AY/jvT2xMREnD59ut7Ps7GxEZdY+quq3jTqq6DqqVQqMWMAePT0dr1hw4aJAXpiYiJiYmJqLAZD/69nz55o1qwZsrOzoVKpYG5ujubNm8PLy6ta0GFnZ4f169c3aPTxceratStWrlyJpKQkxMfHY8uWLZBKpWJ7TU1NMWzYMHh4eCA/Px9NmjSBh4cH+vTpA29vbwCV61Rv27YNAQEBSEhIQGlpKVxdXdG+fXtxP61btxZTXqsWvbK3tzeoMGpiYoL+/fvDxcUFWVlZ0Gq14ohzy5YtMWfOHNy7dw9FRUUQBAGNGzdGmzZtqk0TcHJywsyZM3Hr1i2UlpZCEATxZrhz585YunQpUlJSoNFo0KJFC1hbWyMjIwPNmzc32E+XLl2wbNkysbhU1cKS7u7u+PLLLxETE4OCggJx9N/T09Ogs8De3h5z587FuHHjavzs9+3bF+7u7khJSYFCoYC5uTmcnZ3F86t/7Z9++imGDBmCnJwcmJqaonnz5gY36lKpFH5+flixYoXY3qrLVLVo0QKfffYZYmNjxXXQ27RpY5BqK5PJMGjQIAQEBDx0mbGOHTuiffv2OHXqFAIDA8XXvHjx4hrn0o4bN06sTCuXy/Hhhx8iJCQEeXl5sLKygq+vL5ydnQ0CtrKyMpw8eRKDBg2q94oHj8LCwgKzZ8+Gt7e3wXXo5OSETZs2IS8v77GlEzdr1gxLly41KJgHAIGBgdi4cWO1TpJJkybVOV/axMQEQUFBCAsLw/Xr19G6dWtxdNjc3By9e/eulilmYWFRa/bYq6++iuDg4BrTiydMmICQkBAEBARUe6xJkyZYuHAhbt26hbKyMjg5OaFz587iZ79x48aYOnUq+vTpg5ycHGi1WjRt2hRt27Y1OOeCIODy5cuQy+Xo1atXra/7r+jRowc2btyIvXv34syZMygpKUGbNm0wYsQIDB8+/LGktwOV78348eMxZMgQg/fV0dERn332Ge7fv28QrAYFBWHDhg11TglydHREv379cP78eQwdOtTg3LVq1QqTJk0y2F4ikRgsY9exY0dMnjy52n7//LveoUMHbNmypdYpdDY2Nli0aBF8fHyqdfq7ublh1qxZuH//PkpLSyGVSuHo6Ahvb+9qRXnv37+PGzduYODAgXXOvScioroJVf9Nnz5deNocHR3F9qjV6hq36dGjh0G7W7RoIeh0uhq3tba2FgAIJiYmNT4+atQo4c/nob7/AgMDDfY5e/Zs8bFp06bV6/WHh4eLz23UqJFQUFAgPnbkyBHxMUtLS6GsrKxe+66oqBDs7OzEfXz55Zf1ev6zqF+/fgIAYcmSJU+7Kf9zOp1OKCsrE9avXy+MGzdOuHPnztNuEhk5rVYrHD9+XHjppZeE2NjYJ3KMs2fPCv379xdu3rz5RPb/rFMqlcLKlSuFSZMmCVlZWU+7OX9JVlaW8N577wmrVq0SFArFEz1WcXGxcO/ePeHOnTtCZmamoFKpar0vMBY6nU74448/hJdfflkIDw9/2s35SzQajbBv3z5h1KhRwu3bt43+3BPR/96dO3eEV199Vfjll1+edlOMSv/+/Q3iymdyBB2oHAm+cOGC+P+XXnrpb1OR3M/PT8wQKCkpwaRJk/Dzzz9DIpEYpLcPHDiw3iMD+qXqdu3aBaCymvuCBQsea/vJeEgkElhaWmLy5MmYPHlyg6uF0z+HVCrFgAEDnui83V69ej2x0dS/AzMzMzGF+VnXpEkTsWDdk9aoUaNHqlJvTCQSCZ577jmEhYU97ab8ZSYmJhg1apS49CARETWMUQboPXv2RFFREYDaq6AOHz4cJ06cEP//2muv1bq/3r17Q6FQ1BqcdOjQoc6Uw0fx57ljnp6eYjG7qimtj8Le3h5vvfWWWEwqLy9PrGRdVlYm7vftt99uUFvffPNNgzmHeXl5TEX7m2NgTkRERERPk6mpKZo2bVqtuCQZkqByKF00ffp0rFq16ik1h+jxe/HFF3Hq1CksWbIEs2fPftrNISIiIiL6x6moqEB6ejrs7Oweuqz0P8mAAQNw8uRJ8f9GOYJOREREREREfx9yufxvtyT2k8C8VyIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiIiIjICDBAJyIiIiIiIjICDNCJiIiIiIiIjAADdCIiIiIiIiIjwACdiIiIiIiIyAgwQCciIiIiIiIyAgzQiYiIiIiIiIwAA3QiIiIiIiIiI8AAnYiIiIiIiMgIMEAnIiIiIiIiMgIM0ImIiIiIiIiMAAN0IiIiIiIiIiPAAJ2IiIiI6H+osLAQ9+/ff9rNICIjxACdiIiIiOh/aOfOnXjttdeedjOIyAgxQCeifySFQoGYmBiUlJQ80va3b99GWlraE24V/S/k5uYiOTkZWq32iexfrVbj2rVrj3xt/RMVFBQgOjoaOp3uaTflLxEEASkpKRwJJSKix0b2tBtARE+fRqPB3bt3cfPmTSiVSjRr1gxBQUEwNzd/2k2rkU6nw61btxAfH4+Kigo0a9YMzz33HCwtLR95HykpKRg6dCi2bt2K3r17P3T7KVOmwNvbG2vXrq32mFKpxP379+Hg4AB7e3tIJBKDxwVBENurUChgZWWF5s2bw8/PD6ampuJ2eXl5yMrKgo+PD6TShvefpqSkQCKRoFWrVvV6nkajwY0bN5CdnY3nn38eVlZW4mOJiYm4fv06+vfvD1tb2wa3rSYZGRlQKBRo1arVX3rdj0KhUGDDhg3IyMjA8uXLYWVlBaVSiStXriApKQm9e/eGm5sbJBIJ0tPTceHCBdja2qJXr14wMzODQqHAtWvXcO/ePcjlcnTs2BFeXl4GxygvL8e4ceMwdepUTJo0qdr18Kw5fPgw8vPzAQByuRz29vbo1KkTXF1dxc6I3Nxc9OzZ0+CaiY+Px82bN9G3b184ODiIf9dqtdiwYQPOnDmD48ePQy6Xi48lJycjNTUVWVlZMDMzQ9euXeHq6io+rlarkZaWhuTkZGRnZ0OtVmPMmDH1/q4SBAEZGRm4fv068vPz4eTkBH9/fzRt2lTcRqPR4ObNm0hOToZGo4GjoyMCAgLQuHFjg31t3rwZ0dHR2L9/f72+g4iIiGrCAJ3oH04QBCQlJeGLL75ATk4OGjVqhLS0NLz11luYNm3aEw+YGuKPP/7AvHnzoFQqYWlpiYKCAowePRqffvrpEzvmxIkTDYKMqrKysrBq1SoMGTIE/fv3rxaQnThxAkuXLoVarYadnR0qKiqgUqmwf/9+g4AgIiIC27dvx08//fSXOkc2bNgAmUyGJUuW1Ot5giDg7Nmz2LlzJ/bv3y8GnjqdDmFhYdi2bRu6du362AP0Q4cOITExEUuXLjUI1p6EhIQE/Pe//8XkyZNhYWEBACgpKcGPP/6Ibdu24V//+hc+/fRTaLVahIeH44MPPkBgYCA6d+4MmUyG/fv3Y8uWLbC2tkZJSQmsra2xcuVKtG3bVjyGra0tZs+ejXXr1mHIkCFo0aLFE31NT0N9C2UAACAASURBVNqCBQvw4MEDdOnSBVqtFhkZGfD09MTXX38NDw8PXLt2DRs2bMD69evRo0cPAJXzazdu3IgbN26ga9euBp+dpKQkHDx4EF9//XW193vZsmW4fPkyKioqoNFo8O9//9sgQC8oKMD333+P3377DTk5OUhLS8PgwYPr/XlJS0vDihUrcOXKFTg7OyM9PR09e/bEjBkzxM/k3r17xffa3NwcaWlp6NChA5YvXw4bGxsAgEQiwXvvvYfOnTvjzJkzGDp0aIPOMRERkZ7x3XkT0f+URqPBrl27kJWVhXnz5mHVqlXo378/Vq9ejRs3bjzt5lWj0+kwa9YslJWVYfXq1Vi3bh169eqFlStXIjo6+okdd+TIkejTp0+NjykUCty6dQs5OTkQBMHgsYKCAixevBjm5uZYv3491qxZgxUrVmDSpEnVRtuys7Nx7dq1v5z2Gx8fj4SEhHo/z9TUFD4+PmJGgP61FBUVITExEX5+fmjUqNFfaltN7t27h7i4uGrn7nHTaDSIjIyETCarMUuhdevW+O233yAIAkpLS3Hr1i04ODjAxMQEQOV7uWLFCvj5+WH16tVYuXIlEhMTa+wIGTZsGBQKBU6dOvVEX9P/gkQiga+vL9auXYvVq1dj/vz5OHHiBFavXg25XI7BgwfDzc0NmzZtAlDZ0XP9+nWcO3cOEyZMgIuLi8H+fvvtN1haWiI4OLjasV566SWsXr0aM2bMqLEtFhYWGDx4MFasWIERI0aI7019aLVanDp1CuHh4fj444+xYsUKTJ8+HWFhYThz5gwAoKKiAvPmzYO9vT2+/fZbLFu2DGPHjsXPP/+Mc+fOGeyvVatW6NevH7Zs2fLEpk0QEdE/BwN0on84tVqNo0ePIigoCL1794anpyc+++wz5OXlGWVwER8fj4iICAwfPhydO3eGt7c3Jk6cCJVKhdDQUACV6djDhg3DwYMHxaAvIiICgwYNwvnz58V96XQ6XLhwAf3794e3tzemTZuG0tJS8fHi4mI8//zzcHZ2RsuWLfHFF18YtKWkpAS+vr4ICQnBpUuX8OGHH6JZs2Zo1aoV1qxZAwBITU1FamoqXn/9dfj7+8PT0xMdO3bE6NGjYW1tDa1Wi9DQUDg7O2PGjBm4e/cuPDw84OzsjN69eyMqKko83saNGzFw4EB4e3ujU6dOmDt3rtjeBw8e4L333oOzszNOnTqFY8eOwdnZGc7Ozpg9ezaKi4sBVAZPiYmJeOutt+Dt7Y2AgACxrQDg4+MDV1dXREREiH/LyMhAUlISunfvLqYwK5VKhIaGok+fPvDw8EC/fv1w6dKlau/X9evXMWrUKLRp0wbPPfcclixZgrKyMqhUKixcuBDOzs5Yt24dzp49i5YtW8LZ2RmvvPIKsrKyxH1cunQJL774Ijw8PPDCCy/gxIkT0Gg0Bsf5/vvv0bNnTyQnJ2P06NHw9PREjx498N///lfcpqCgABEREfDx8THIXNDr3r077t69i+TkZBQUFCAlJQUdO3YUHz9//jzKysowYsQIeHl5ITAwEGPGjMHZs2er1Sdo1KgROnTogHPnzkGtVlc71uOSkpKCXbt2YevWrUhMTHxix7GwsIC7uzu8vLzw8ssvo1WrVuJnydXVFa+//jrOnj2LiIgIFBUV4cCBA2jdujV69+4Nmez/k/WKiorwxx9/ICAgoMZR7wEDBqBnz57w9PSssR3W1tbo1q0bevbsiWbNmjVo+kBBQQEuX74MPz8/9OjRA25ubujVqxe8vLxw+fJllJSUiJ1UPj4+8Pb2hru7O5577jkAMPiOACo7MEaPHo3o6OgGdYwRERFVxQCd6B9OpVIhPT0dHh4eUCqVKCgogL29Pdzc3BAfH19t+8GDB6NTp064ePHiU2gtEBMTAwDw9fUVb869vLxgbm6Oa9euAagcIcvPz4dSqRSfp1arkZeXh4qKCvFvGRkZ2L17N/z9/TF27Fjs3r0bH3zwgTgKZmlpiTVr1iA0NBTNmjUTg1w9CwsLbNu2DWvWrIGvry+mTZuG/fv3Y/fu3XjllVcAAA4ODrC0tMTRo0eRl5eH8vJyaLVamJiYQCKRQCqV4vnnn0doaCimTJkCZ2dn7N69G6GhoVi5ciW8vb3F461cuRLu7u6YPn06Ro4ciT179mDatGkQBAEODg74+OOPERoais6dOyMoKAihoaEIDQ3Fu+++K47WZ2ZmYvjw4UhNTcXUqVMxYMAAfPXVV1i4cCEEQYC7uztat26NCxcuQBAECIKA9PR0FBYWwtfXF3K5HFqtFnv37sWMGTPQpk0bzJkzB3Z2dhg1apQY2AuCgPDwcAQHByMrKwtTpkzByJEjER4ejtLSUpiammL8+PEIDQ3F8OHD4e/vjz179iA0NBRfffUV7O3tAVROZ9BnLkyfPh12dnYYP368QccFAJSVlSEjIwPDhg2Dj48PVq5cib59+xoEcPpMgFatWsHa2rrateXg4IDu3bvjp59+wq1bt6DT6dC+fXvx8aioKFhbW6Nly5YoKiqCQqFAUFAQysvLawyOAwMDcf/+/cdeXFAQBOTn5+Prr79GYGAgxo0bh4kTJ8LPzw/Tp09HVlbWY89GEAQBWq0WGo0GRUVFyMvLg5OTEwBAKpVi+PDhCAgIwIcffohbt27h9OnTGDlypDifX+/+/fu4d+8e/Pz8DAJ3vYeNiOs/M39lXn9RURFSU1Ph5eUFmUyG3NxcmJqaok2bNkhLS0NBQQFsbGwQHByMgwcPYv/+/Th79ixWrVoFX19fvPTSS9X22atXL5SUlODmzZsNbhcRERHAOehE/3j5+fmQSqUwMzPD119/jRMnTuD8+fNwcHAQC0NVZW9vD4VCUa+5wmq1Grm5uVCpVLVuI5FI4OTkVC3tu6CgAMXFxRAEASYmJsjMzAQA2NnZiduYmJjAzs4OOTk5j9wmoLLg1ejRozF//nzIZDI4ODhg0aJFiIuLQ/v27SGTyeDv7w8ANc67lslk6NKlC2xsbGBrawsvLy9069bNIMhwc3PDxIkTsXHjRvTr1w/du3dHt27d0KVLF7i7u8PExAROTk5wcnJCQkICzM3N0bVr1xqLTV24cAFNmjQRA2crKyt8/fXXWL9+PaysrODt7Q1vb284ODjA1NQU3bt3r7aPpUuXwsrKClu3bhXnRtvZ2WHdunWYNGkSmjRpIs6nLS8vh5mZGe7cuQNHR0dxLnBpaSnWrVuHN954A/PmzYNcLsdbb72Fvn37YseOHQgKChJHyNu2bYsjR46Ic3YnT54MKysrSKVSuLu7w93dHUeOHEFOTg6Cg4NhZmYmtlUQBKxZswZOTk7Yu3cv7O3tMXr0aIwdOxYrV67Evn37DF5bTk4OlixZgsmTJwNAtUBKoVCgpKQEdnZ2tQZ4w4YNw+eff47c3FwEBwejvLxcfCwrKwtyuRxpaWl4++230bdvXzz//PPQ6XQ1flbc3NxQWFiI3NxceHh4QKvVPjRYNzU1haOjo8F50Gq1KCgoQFlZGQRBgEajwf79+/H1118bjM4rFAps3LgRADB16tQaA2A9QRCgVqsf+jnWZxpkZGRg7969KC8vx5kzZ2BtbY2pU6eK28nlcsyZMwf9+/fHlClT4Ofnh759+1bbX35+PgoKCtCsWbOnVt9CpVKhpKQENjY2OHjwIGbMmIHt27fDzs4OpaWl4vfUxo0b8eabb2LWrFmQy+WwsrLCokWLahz5d3R0hFwuN6jmnpmZadBJ+Gf6z3Fd50Gn00Gj0dT5Puk7Y+rqtKioqIBMJnvosSQSSa370V97VQtb1rSNTqers6NFp9NBp9PVeX3qOzHrOo5Wq4VEInnodnWdF61WK/621PW6H/Y+qdVqyGSyOvehVquhUqnEbTIyMmrdHxH9szFAJ/qH08931lf9DgwMFEeoapoL/fbbb6O8vBzu7u6PfIysrCysX78ecXFxtW5jbm6Ozz77DJ07dxb/lpCQgPXr1yMtLQ2CIIgj+/r2VtWQETU7Ozt06tRJvFEcPHgw5s+fj5iYGIOR079q5syZ8PPzw4ULFxAfH48lS5agRYsWWL58uUFxsYepqKjA/v37kZ2dLS4TV17+f+ydd3iN9/vHX2cmJ+dkyEYikRAJIWpEKLFjVK1qaWlLW5SqUfVtqVWrVR220lKzSlRVFU2iZo0qYpMI2Xvvk7N+f7jy/JyeCCmqred1Xa5LnvH5fJ55nvtz3/f7LiUrK8tMPbs69uzZg62tLeHh4cKyW7duUVpays2bN3F1dSU4OBiAkydP0rJlS86dO0eTJk1wd3cH/j/k3d/fn+XLlwvt6PV6bt26hVar5datWyQkJDBx4kTBOAfM/n8vdDodFy5cIDQ0VPCou7u707hxY/bu3WuxvZWVFUOGDLlre5Ue4OoMjLZt26LVajl27BgjR44066fyebCxseGpp57Cw8MDmUwmGCV/Rq1WCx/lcNuAnjBhQrXH7OXlxbhx4/Dz8wP+P29+06ZNpKamCkbShQsXqgyd12q17N69m/z8fIqLi+8aXm8ymSgvLxeE8u7GvHnzBMXzrVu3kp+fz82bN4WIiDsJCQmhX79+REREMH36dJydnascX0VFxWOtEFFpcEkkEpycnOjatSu2trZIJBJhndFoJDIyknbt2tG7d29sbW3ZuXMnEydOZMuWLbRq1cqiXWtra7MJnVWrVhEdHV3tWCr7vBsGg4Hi4uJqhRmVSqVgyN+NoqIiVCpVtUaxXC4XDNaquJ97xmg0YjAYqn3GDAYDBoOh2kmHe52XyrHI5fJq+1Kr1ZSUlNx1vVarxWQyYWVlddffkMpJgOrOb1lZGVZWVnc14k0mE1qtFoPBIFyDxMTEKp8REREREdFAFxF5wrG3txc+7oYOHcoLL7yAWq2msLBQMIbv5G5CadVha2tLp06daNy48V23USgUggFYyezZsykoKGDQoEHI5XJUKhU5OTmAeR6o0WikuLi42kmDyg/vO5HJZGaeagcHB6Gth4lMJqN79+506dKF7Oxszp49y5QpU9i0aRMLFiy4rzaSkpIYM2YMOp2Oxo0bo1KpBGOgJjnOOTk5ODs7k5+fLyxzdHRk0qRJuLq6Arfz0D09Pfnpp59o2LAhsbGxPP/884JAXG5urvABfWc7lbnDUqmUoqIiDAaDxTWtCZVq95XGeSW2trZVXiMHB4dqjQeZTIZMJqv2fKnVaqZOnUpGRobFRICjoyN6vZ7atWvzwQcfYGNjw5EjR5DJZFUaUKWlpcjlcsEQUSgUQurD3XBwcDA73pycHNatW4dOp6Nv377I5XJiY2OrnKCoJDExETc3N7p27VqtkSOVSu8pSOji4oJEIiEwMJBly5ZRVFTE6tWr2bNnD8OHDzdTWJdIJAQHB3P06FF8fX2rbE+pVKJQKKqNpnnUKJVKbGxsKCkpoUuXLrRs2RI7OzsiIyOxsbFBqVRy48YN5s2bx6effkqPHj2A2yKC33zzDdu2bavSQNdqtWYTD+3bt7/reQCEidB7Ccvdywt8Pwb6vdqobEen0z3wPXMvKr301bWjUCju+V67n2PSaDTVvs/vJ/pAIpGgUCjM0qP+zP2cF5lMhlqtFvrau3dvtZPWIiIiTy6igS4i8oSjVqupVasWycnJQl5uWVkZSUlJ9OnT56H0YW9vT8+ePWu0T35+Pnv37mXHjh1mucS///47RqORmzdvCtump6dTUlIieL3lcjkymczsg0qr1Zp5t+C2YXtnXnlWVhYymeyu5dQeFJlMhpubG927d8fX1/ee3rU7+emnn4iKiuLkyZN4eXkhl8vZsmULP//8s8W21X1s1qlTB29vb6ZOnWqxrtK4sLGx4emnn2b79u28/PLLFBQUEBAQIHiH3N3dsbGxoWfPngwYMMDiGJVKpRBmf+vWrfs+xqrGo1KphLSGSnJzcy2Mdrj9UV/dsVtbW2Nra0tBQUG1H/fDhg1Dp9NZeHmbNGnCnj17SE1NFQTDLl26hEKhqHJyKDExEXt7e6FutpWVFa+88kq1x/xn8vLySE1N5Z133qFz585IpVLOnTvHvHnz7rqPyWQiODiYgQMHPrQa7JUicQBTpkyhTZs2LF++3GKCqbK/u/Vbq1YtHBwcSElJuWco9KNCo9FQu3ZtkpKS0Ol0eHh4kJ2dTXx8PG5ubtjZ2XH8+HGKiorM3gWOjo5IJJIq0xRycnLQarXUrVtXWNa9e/e/5XhE/p0kJSWJBrqIiEiViCJxIiJPOHK5nJCQEM6dOyfkT4aHh2M0GgkNDbXY/rPPPmPatGnExsY+0nFVirz9WWSqRYsWuLq6snfvXsHDsnfvXsrKynjmmWeA2x5WtVrN5cuXhdDCS5cukZmZadHHqVOnhHa2bduGtbU1LVq0qNFYlUolSqWS3NxcC+9TQUEBZ8+eNVuWlJREenq6hXdZpVJRVlZWZd5qQUEBUqmUhg0bUqtWLRQKBQcOHKhyW7VabaaCfieDBg0iOjqa2NhYNBqN8C8/P98s/LV79+7cunWLb7/9FmdnZ/z9/YV17u7u1KtXj6NHj2IymYQ2rK2tKSwsRCKR4OPjg5+fH8uWLTPzsufn51t4DFUqFfn5+VVGOLRp04aIiAjh2iUkJHD+/Pkq8+vvhb29PT4+PiQmJlpM1tyJjY1NlR7xsLAwCgsLheOuqKhg8+bN+Pr6CiHpdxIdHU3t2rWrjES5X+6MIqicIPH09KxShb4ST09PQcDtUVCvXj1effVV1q9fT3x8fI329fDwwMPDg4sXLz7SkmQmk4kzZ87wyiuvEBERYbbO2dmZZs2acezYMaE0YlZWFqdPn6ZJkybUqlULNzc39Hq9WdWHkydPotVqzYQbKzlx4gQ2NjY0adLkkR2TiIiIiMiTgehBFxF5wlEqlYwaNYpRo0YxduxYvL29+f777+nTpw+dO3e22P7XX38lOTmZZ555hoYNGz6ycd0t9FAul7NkyRImT57Mc889h5ubG/v27WPAgAHChIKbmxshISGsWrWKsrIy4HaprkpPZiVSqZQDBw7w5ptvIpfL+eGHHxg1apTgKbx48SKXLl1Cr9cL+b+bNm1CLpfTt29fIe/b3d2dgIAA1q5di06nw8XFhebNm9O8eXNKSkp48803USgUtG7dGoPBwMmTJ8nPzzcT2QIIDAykbt26DB8+nF69euHm5kb79u1xdXWld+/eLF26lOeee462bdty4cIF0tLSqvRAhoaGMnXqVN577z0aNGhA48aNad26NUqlknfeeYejR48yYsQIOnfujLW1NdeuXSMhIcFsIqFt27bY2dmxceNGXn75ZTODUKVSMWPGDCZPnszgwYNp1aoVhYWFREdHExYWxrRp05DJZHz88ccMGjSIzp070717d3Q6HdHR0Xz33Xdm7QUFBbF582amTJlC06ZN8fDwoFOnTtjY2DB58mSioqLo06cPnTp14syZMxQUFDB58uQa3U9w23sbEhJCZGQkmZmZ1K9fv0b7u7m58dprr/H1118TExNDYmIimZmZbN682SL3VKvVcvbsWcaMGVMjQcU/U9VzYGtry4QJE5g/f75Ffq1KpWLgwIEEBgY+NO/5n5FIJIwfP55vvvmGdevWMWvWrPv2hNeqVYuWLVuyd+9etFqtxbnZunUrp06dIjk5maysLFatWsXPP//M6NGjCQgIoKysjP3793P48GHOnDmDwWBg+vTpuLm50bdvXyH03GQykZiYyObNm2nZsiVhYWFCHwqFgh49ehAVFcXIkSPp2LEj+/fvp0mTJvTu3RuJREKrVq3o378/27ZtIz09HWdnZ3755Re8vb0FEcJKTCYT27Ztw8/P76FqV4iIiIiIPJnIgNl3LggJCalxKKqIyD+ZTZs2cfPmTbp160b79u0f93D+cUgkEtzd3QkMDCQ1NZW8vDwGDBjAjBkzqsznrQwD7dChwyMVuMnLy2PFihWMHTvWwrAOCAjAx8eHtLQ0rl69SnFxMfPmzcPLy0s4poCAAKytrYmLi8PT05Nhw4ZhbW1N27ZtcXNzQ6vVUlBQwNChQykoKCAvL4+XXnqJSZMmCZ7ko0eP8uOPP3Lp0iWcnJxQKpVcu3aNuLg4unfvLuSvKxQKfH19MRgMREdHc/PmTUHMzNraWvCuZmRkUFxcTIsWLfjggw946qmnzAw7V1dXPD09SU5O5vLlyxQUFBAYGIizszPu7u60aNGCtLQ0MjIyCAkJ4bnnnkOv19OnTx8hPxygcePGaDQarl+/ztWrV7G3txdKpFlZWdGtWzekUikJCQkUFRXh5+fH6NGjzQxWuVyOVqvF2dmZ5557ziyXViKR4O3tTcuWLcnNzSU+Ph6pVEqXLl0YMGCAmaBbr1690Gq1JCYmAgjluO701nt7e+Pk5MTVq1e5cuUKFRUVtG7dGpVKhbOzM126dCE/P5/k5GR8fX2ZPn06QUFBZucuOzsbk8lEjx497mosVi6PiIjAz88PHx8fIQc4KysLDw8PmjZtaiY6lZGRgUqlokOHDqhUKp566ilUKhXx8fG4uLgwbdo0unbtatHX7t27OXr0KNOmTXuglImMjAwiIiIICwujdu3awO1r06hRIxQKBXl5eej1eqytrfHx8eHFF19k/PjxwrYPg9jYWPz8/OjQoYOwzM7OThC9at26taA6n52djcFgoFu3bmaVFu5ErVbz3Xff8dRTTwnPbCVHjhwhOjoak8kk3I8FBQW0a9eO2rVrU1FRwR9//MHp06dRq9X4+/tTWloqaDPcmWpQWFhIbm4uXbt2tYhwcHNzo2nTphQUFBAXF0dwcDCTJk0SIkUkEgm9e/fG0dGRjIwM8vPz6dChAx9//LFQ/aCS1NRUJk2axAcffEBQUNBfO8kiTxy///47ly9fZsSIEY97KCIiIo+ZzZs3ExcXJ/wtAcxiCidOnMgXX3zxd49LROSRERYWRmRkJB999BHvv//+4x6OyH0SFxdH48aNuXjxYpXhw5XExMQwc+ZM5HI569ateyBvpch/n5KSEubPn09paSkLFiyospzdg1JcXEyXLl0YNGgQU6ZMeSBP9vnz55k8eTKLFi0SSv5VUlpayoULF7h69Sp6vZ5GjRrRsmXL+1b0f1zo9XpmzpzJ5cuX2bFjR7Uq3P90TCYT8+bNIzIykp9//tlsokxEpDqWL1/O9u3bzdIoREREnkx69uzJL7/8IvwthriLiIj8q/Hz82Pu3Lmkp6c/trrKIv8e1Go1o0aNIjU19ZEZhnK5nGnTptG+fftHFmYOt3PlQ0JCCAkJeWR9PArkcjljx47l4sWL/4lntnv37vTr1080zkVEREREHgqigS4iIvKvp0GDBjRo0OCRGkMi/x28vb2rLcn3oFhbW9O/f/9H1v5/gUqxuH87EonkXzdBIiIiIiLyz0Y00EVERP6R2NraMmbMGOzs7O65rWiYi/xXcXd359VXX32oOeUiIiKPn7Zt2z5SHRcREZF/L//+2DIREZH/JEVFRaxatcqsTrmIyJNGeno6GzZsIC0t7XEPRURE5CFy4sQJVq5c+biHISIi8g9ENNBFRESeSPLy8vjuu+9ITU29r+3379/PiRMnHvGoRP4Orl+/TkREBBUVFY+k/dLSUtatWyca1dVw69Yttm7dil6vf9xDuStGo5Ho6GiOHj36jx7nP52SkhJ27dp13+/afzIxMTHs2bMHo9H4uIciIiLyH0YMcRcRecIxmUykp6dz5MgRYmNjyc3N5YUXXvhH51UajUYOHTrEsWPHKCsrw9/fnwEDBtxXOHwlqampTJ06lXXr1lGnTp17bv/FF1/QqFEj2rZta7GuuLiYK1euULduXerUqWMRcm80Gjl8+DC//fYbRUVFODg4EBAQQM+ePbG2tha2S05O5ubNmzz99NP3XVe6Ks6cOYNUKrVQ/b4XFRUVREREcOvWLYYNGyaUSwM4efIk+/bt46233sLV1fUvj60qYmJiKCwspEWLFo9cNKyoqIi1a9cCCGXDiouL2bNnDydPnmTEiBE0a9YMiUTC1atX+fbbb3Fzc2P48OGo1WoKCwvZt28fFy9eRKVS0b17d9q0aWPWh8lk4ptvviElJYXp06c/9BQMg8HAsWPH+P3333n++eeFfPqysjJ2795NUVERAwYMsChP+FdZtGgRKSkpwO0667Vr16ZHjx40atSI8vJy9u/fT2JiIi+//LLZPXPs2DEiIyMZNWoUdevWFZbrdDpWrFhBYmIizz//vLA8Pz+fkydPcu7cOQoKCnB2diY0NJTmzZvXqDrDoUOH2LVrl9kye3t7/ve//wkK99nZ2Zw+fZpLly6RmpqKv78/o0ePtmgrPj6eDRs28NFHHwkl2P7LREVFsWfPHuC2mJ+joyPBwcGEhoaiUCiIiYlh27Zt9O3bl6CgIOHeTklJITw8nICAALp06WImwHjkyBEWL17M119/bdZXcnIyv//+O1evXiUvL4/Q0FD69u0rrDeZTKSmpnL06FFiY2PJy8tjyJAhBAcH3/fx6HQ6oqKizNSRK6ksIRkQEMCFCxf47bffSElJwWg0Ur9+fcLCwqhXr57Z81tQUMDcuXNxd3enVatW9z0OERERkZogetBFRJ5wTCYTJ06cYPr06Wzfvp01a9Zw+fLlxz2satm/fz/jx4/n6NGj3Lp1i4ULFzJ16tRH2uf8+fMZM2ZMlesyMjJYvHgxp06dqtKzsmHDBkaNGsXBgwfJzMwUzndubq7ZdidOnGDmzJkP7NldtWoVa9asqfF+MpmMW7du8eWXX5KZmSksNxqNREVFsWvXLnQ63QONrSp27drF8uXL/xYv5aVLlzh//jw9e/YUaneXlZVx4MABVqxYQXh4OCaTCZ1Ox2+//cZnn33G999/T1lZGXq9ntWrV/PJJ5+QmJjIkSNHeP311zl16pRZH2q1mmnTprF9+3ZiY2Mf+jFIJBJkMhnbtm1j3759DUYV/AAAIABJREFUaLVa4LYxuXDhQrKzsx9q+bitW7fyww8/UFZWRmpqKl999RUvvvgip0+fRi6XU1paypo1azh9+rSwT2ZmJuvXr+fcuXNmNe8BLly4QGRkJO+++67ZusjISKZNm8bhw4dJTk7mxx9/ZPTo0fzyyy81ujfOnTvHsmXLyM3NpbCwkMLCQoqKijCZ/r+q7Pnz55k/fz7h4eGsXbvWwqCH2+f5qaeeQi6Xc+jQoSfCi3769GmWL19OVlYW+fn5REZGMn78eJYtWwaAVCrl1KlTbNy4kYKCAuB22byjR4+ybt06jEaj2SRbQUEBu3btol27dhb14yMiIpg9ezZ79+5l3bp1HD161Gy90Wjkt99+Y8aMGYSHh7N69WquXLlS42OqqKgQ7oPKf4cPH+bHH38Unp3vvvuO77//nri4OG7evMnq1asZNWoUGRkZZm01b96cwMBA5s6dW+NxiIiIiNwvogddROQJRyKREBoaSmRkJElJSYwcOfJxD6lajEYjEydOxMvLi++++w4rKyvWrFnDhx9+yLBhw6r0cD8MWrZsedd1Op2OtLQ0iouLLdZlZmby2WefERwczKpVq5DJZBiNRmJjY3F0dDTbtqioiOTkZDND4q+QkZHxl0qIyWQy/P39MRqNxMfH4+fnh0QiIScnh5iYGFq2bIlGo3mgsVVFXl4e6enpD3zc90Kn03H69Gk0Gg2+vr4W3vomTZpw4MABZs+eTWFhoRAVURnNkJ2dzYoVK3jjjTeYNGkS5eXldOzYkZkzZ1p46Lp3745MJmP//v34+fk91OOQSqW0bNmSvn37smnTJrp3706DBg1YunQpjo6ODB061Cwy42HQuHFjvvjiC0wmE3FxcYSGhvLRRx+xc+dOevfuze7du/n8888JCwvDZDJx5swZjh07xieffIKLi4tZWxEREbi5udG4cWOz5T4+PmzcuJF69eohk8lISkpiypQprFixgg4dOuDg4HDf41UoFHzxxReoVCrg9nvuznPSvHlzvv32W2xtbenYsWOVbUgkEsFTevDgQZ599lmzSID/KgqFghkzZlCvXj3KysoYOXIkc+bMYeTIkfj4+DBw4EA++eQThg4dSosWLcjOzmbTpk106NCBkJAQs+ifK1eucOnSJRYsWGARBdGjRw969uyJSqWiXbt2FuOQSqV07tyZqKgo4uPjef3112t8LHK5nN69e9O9e3ez5X379qVOnTo0adIEgKlTp2I0GoWx//7777z11luEh4fz9ttvm52b5557jgEDBnDt2rUnIqpCRETk70f0oIuIPOFIJBKcnZ3x9vZGo9HcM8Q4Ly+P7OzsR5a/ey/Onz/PzZs36devH05OTmg0GgYNGoRcLueHH34A4OrVq4SGhrJ161bB6Dty5Aht2rQhKipKaEun0/Hzzz/Ttm1b6tSpwwsvvGCWJ1lQUEDbtm1xdHRErVYzYcIEs7EUFhbi5+dHSEgIx44dY+zYsbi4uODh4cHnn38O3A79LCwspEePHtja2qJWq7G1taVFixZYW1tjMBgIDw/H0dGR8ePHc+vWLTw8PHB0dKR9+/ZmXsk5c+bQrl07PDw88PHxYeTIkULocVpaGq+99hqOjo788ssv7NmzB0dHRxwdHXn33XcFsT2j0cjx48fp27cvHh4eNGjQgKlTp1JSUgLcritfr149M29WamoqcXFxPP3009jY2GAymcjPz2fVqlW0bNkSNzc3WrVqZeFhr6io4JdffqFz587UrVsXf39/3n33XYqKitBqtcyaNQtHR0cWL17Mr7/+Su3atXF0dKRfv36C50qn0/HDDz/QqlUr3NzcaNGiBRs3bqS8vNzsWixevJgmTZpw6tQpevbsiaenJ0FBQWbHkZuby8mTJ2nSpImF0QgQEhJCTk4OFy5cIDc3l6SkJJo3by6sj4qKQqlU0r17dzQaDc7OzgwbNowLFy5w48YNs7bkcjktW7bkxIkTFmOtCZXhtX+evFCpVPTv3x+ZTMbOnTv5/fff+fHHHxk5ciSenp4PPaxeJpNhY2ODWq2madOmeHl5Cd5MBwcHhg8fzuXLl/n555/Jyclh+/bthISEEBwcbPZOycnJ4dy5c7Rs2dLCYGvZsiWBgYHY2dmhVqtp1KgRjRs3JiEhocaRGyaTibS0NOLi4igsLLR4rzk5OVGvXj1q1apV7TvPysqKRo0acevWLdLS0h75JFJVmEwmKioqiIuLY+PGjcyZM4etW7eSnZ39yLz61tbW2NjY4OTkRHBwMFqtlvj4eGQyGb1798bf358VK1YIXu74+HgGDhxoluJgMpm4du0aCoUCd3d3i3uyMiXI3t6+ymsgkUhwcXHBy8vrvn6bqkIikaBQKLCxsRH+ZWZmcv78ebp37y5MZNra2mJnZ4dKpcLKygpXV1esrKzMIokq6dixI1KplJ9++qnG4xERERG5H0QPuoiISI0YNmwYycnJrFy5kqeffvpv7//q1atIpVIaNGggLPPw8MDGxqbGofkZGRkcO3aMoUOHYmVlxeeff87YsWPZunUrKpUKjUbD+vXrKS8vZ+zYsRb7q9VqfvjhB2JjY5k/fz79+/end+/eyOVyIU+7du3auLq6smXLFvz8/KhTpw7Ozs6oVCokEglSqZRu3bpx8OBBdu3axddff82OHTuwtrbG2trarFb06dOn6du3Lw0aNKCgoIA1a9Ywbtw4vv/+e5ydnZk1axYTJkxg/PjxyOVyYZLAyclJyL29dOkSI0eOJDg4mM8++4ycnByWLFlCSUkJn3/+OR4eHvj5+XHixAnBGElJSaGsrAw/Pz8UCgU6nY61a9eyceNGBg8eTEBAAKdOnWLixIkolUp69+6NyWRix44djBo1ihdeeIHRo0ej1Wo5fvw4FRUVqNVqRo8ezcCBA1m6dCnXrl1jyZIlKBQKNBqNEF0QFRXFSy+9xKuvvsqUKVM4ceIE06ZNo1atWjz77LNm16O0tJR3332XYcOGMW3aNK5du2ZmMBQWFhIfH0/nzp0Fz+qdaDQaunfvzvr162nfvj0qlQpPT08hhP3ChQuo1WocHR05e/YsTk5ONGvWTDCe7rwn4baX9vvvvycpKYmGDRvW6N6sRCqVIpPJhFDcOwkMDGTw4MF8+eWXhIeHExYWxoABA/5SP/fCYDAIYf4JCQmkp6ebRat07dqVsLAwpkyZwuzZszl37hzz5s3D3d3drJ3k5GRSUlLo16/fPXUWCgoKyMzMpGHDhjWKCJHJZLi6uvLSSy9RWlqKtbU1o0aN4o033vhLof/u7u4YDAbBQP+7yzpqtVo2b97MwoULzSaCmjRpwty5cwUv9MPus6SkhIKCAq5cuYKtra1Q6q927doMGzaMKVOmcPjwYRYvXkxYWJjF70FJSQlxcXG4u7vXSB/kUbN8+XJcXFzo2rWr2XKj0Uh4eDjZ2dlERkZSXl5u4XkHhEmqkydP/l1DFhERecIQDXQREZEa4enpKXgk7peysjLi4uIoKiq66zYymYyGDRuaGVQABw8e5Pr168Btr06lx/jODz6pVIqdnR05OTk1ORRUKhUDBgxg7NixyGQyVCoV77zzDpcuXaJ169bIZDIaNWoEUGVot0wmo0mTJshkMjQaDZ6enjRr1szM8HB3d2fKlCksX76ckSNH4uvrS1BQkCAuplAoqFWrFrVq1eLMmTNYWVnRtGnTKs/vpk2bcHBwwGQyYTQaKS8v54MPPqCoqAh7e3u8vLzw8vLCzs4OhUJBUFCQRRuff/45zs7OzJ8/X5hEkEgkzJ07lylTpuDp6UmrVq3Ys2cPeXl5aDQaYmNjcXd3F8T0ioqKWL9+PS+++CKTJk1CoVDQp08fLl68SHh4OD179qSoqIhly5bRrl07li9fLhzPoEGDUKlUSKVS6tSpQ506dXB1dSUlJYWmTZsKeeFw2wO3evVq6tevz6effopGoyEsLIzr16/z5ZdfWhjoeXl5LFq0iEGDBgEQGhpqtr6srIzi4mLs7OzuamT179+fN954g5ycHEJDQ8nKyhLWZWdno1AoSE5OZsaMGYJRajAYhHzcO/Hw8KCwsJCcnBwaNmyIXq83i4ioChsbG3x8fLC1tQVu3+cODg788ssvGAwGZDIZcrmc5s2bo1Ao6N27N19++SV//PEHy5cvF7zS8fHxZGRk3FVt2mQyUV5efk/DrjIM/caNG8ydOxetVsvly5cJCAhg0qRJwnYKhYLJkyfTpUsXZs6cSefOnQURvjvJz88nPz+f2rVrV+sR1el0HDp0iGvXrjFu3Dhhgul+aNOmDYsXL6ZOnToUFBQQHh7Op59+ir+/P2FhYffdTiW2trZoNBqSk5MxGo1IJBJyc3OJiYmpdr/S0tJq35NSqRQPDw+zsHmj0Uhubi4JCQlClFJaWhrvv/++xfvt8uXLTJs2DZPJRP369auN1CgrK0OpVFY7KVI5EaHX61m6dCkajYaUlBRu3LjBu+++axZ10qtXL3744Qfh3TlixAiLtIqysjIyMjJwcnIye64fJ1lZWWzbto0BAwZYiIMaDAZ2795NZmYmKSkpDBw48K6CdD4+PsTGxgoTNhkZGSQkJGAwGO7ad+X7p/Ldc+nSpYd3YCIiIv8pRANdRESkRowbNw6tVouvr+9975ORkcGyZcu4cOHCXbdRqVTMmzfPIhfxm2++EYwIR0dHi7zVSkwmk4UY1b2ws7PD399f+Gjt2LEjWq2W69ev07p16xq1VR3PP/88AQEBQj7mr7/+yr59+1i2bJmFAnh1pKens2rVKhISEigtLSUxMZGSkhJyc3Oxt7e/rzYOHDiAXC7nvffeE5ZlZGRQXl5OYmIinp6ewuTE0aNHad++PefOnaNJkyaCNzQpKYm4uDj279/P1atXhXbi4uLQ6/WUl5eTkJBAWloaw4cPNzNSamJoabVaYmJiCA4OFiZIatWqRaNGjfj+++8ttrexsanWADMajRgMhmrvk+bNm2Nra0t0dDQzZ84kPDzcYht3d3deeOEF/P39BSOzKoPfysoKvV4vhGeXlpbyzjvvVHvMPj4+TJs2TciNdXV1pW/fvnz11Vfs378fiUSCra0t27dvx8HBgejoaMrLy3F2dhbSOOC28N7OnTvvGhpuMpnQ6/X39EwvX74cuC0EVlRURGZmJpcvX2bMmDEWEyABAQEMHjyY8PBw+vfvX+U9qdPp0Ov11aqyV4ZGr169mg4dOtCjR48aedDbtGlj9lx5eXlx9uxZtm/f/pcMdLlcjlwup7y8HJPJhMlkIjo6munTp1e7n16vr/ZeUyqVvPHGG7z88svA7eNOSUlh5syZXL9+XYhgqdSBqIobN26wevVqVCqVhaDZnZSWlmJlZVWtgf7cc88Jx1haWkpFRQUXL17Ew8ODN954w2xbjUbD66+/znfffceECRMIDAy0aM9oNKLValGr1Q9UleJhsn//fjIyMhg2bJjFOoVCwcKFCykpKeH06dPs3LmTP/74g/bt21tsq1KphHMlkUg4ceIEy5Yto7S0tMp+KydVrayshHsiJSXFIsJEREREBEQDXUREpIZU9SF2L9zd3Xn33XeFPOeqkEqlQrmoO5k9e7awXCaTCWGFd3osjUYjhYWFFiHGd1L5Yf3nPu/07KjVasGz+DCRSqU0a9aMwMBA+vTpw+DBg3n99dfZuHHjfRvoMTExDBgwAG9vb3r06IG9vT3nz5/n1KlTNcpDLS4uJiQkhG7dupktHzFiBD4+PgA0bNiQ+vXr89NPPxEUFMTNmzfp2LGjYGgXFRWhVqsJCQkRDEmAbt26Ubt2beRyOWVlZRiNxhoJe/0ZvV6PXq+3iF6wtrau8hrZ29tX66mr9D5Xp59gZWXFxx9/TFZWlsUklIuLCzqdDltbW0aOHIlCoSAiIgKZTFblcZaUlKBUKgXPoo2NDatWrar2mK2trc3Urq2srOjfvz/BwcGUlpZiMpmEiI34+HjWr19P586dCQgIYPXq1YSFhREUFMTzzz9P586dq82Zlkgk98yprjwHfn5+ggd99erVrF27lhdffJH69eubtdegQQOUSuVdDQ8rKyuUSuVdDRm4HQkxefJk6taty4QJEx64XFyDBg1wdHTk5s2bf2n/iooKKioq0Gg0SCQSJBIJLVq0uOe1vNf5rRShu5Mff/yRtLQ05s2bJ6R5VBVmXYler8fGxoaJEydWO0l3P6H5zs7ObNiwAblczjvvvEOdOnU4e/Ys77//Prt27bIQaatXrx5wO1KkqmiISt2C8vLyf4QCvk6nY9u2bQQFBVVZglIikQjPnre3N99++y3Lly+v0kAvLCwU7geA9u3b4+PjU219dKlUikKhEPbZsmULhw8ffhiHJiIi8h9DNNBFREQeOdbW1n85B9fHx8dMBbvS8IuJiaFXr14AJCYmUlZWRosWLYDbnpBKj9ed+/1ZZb2iosKs1FlKSoqQv/ookEqlaDQaAgMD8fT0tCjBVd0H9M6dO4mPj+fkyZPY2toikUj4+uuv7yqudDfq16+Pvb09r7zyyl23USgUdO7cmaVLlzJy5EiKi4sJCAgQ2vXy8kKhUPDUU08xZMiQKttwdXVFqVT+pbJIlVSKkiUmJpotz8jIqFLk7V5eOhsbG+zs7MjLy6vWYHnmmWcwmUwW5zYoKIidO3eSlJQkfMifO3cOpVJZZUTJzZs3cXBwEMZaGZpeEyQSCWq12uL50ev17Nmzh9jYWObOnUvTpk3ZsmULy5cvZ+XKldStW/ehKo4rFAphEmLSpEmsXr2aefPmCTXl7xxvdTg5OeHk5ERSUpKZanYlpaWlPPPMM1hZWfHJJ5/g7Oz8wDnfBQUFlJeXCznUNSU/P5/CwkK8vLyQyWRIJBIhLeVhUql+36lTJzp37iwct0ajITs7+677OTg40KRJE5ydnR94DFKpVIjScHJyolu3bjz99NPMmjXLojpA5fjudn3UajV169bl3LlzlJWVPfDYHpQzZ85w5coV3n///XtGZFhZWSGRSIT0qj9z9epVWrRoIRy7s7Nzjc+/m5tbjbYXERF5chBV3EVERNDpdGRnZ5Ofn4/BYKC4uJjs7GxB+ftOZs+ezVtvvfVAhteDEBgYSJMmTdi1axcJCQlkZmby7bffIpFIhJxke3t7HBwcOH78OFlZWSQnJ3Ps2DGLuuO5ubkcPHiQlJQUMjMzWbNmDS4uLrRq1Qq4fV5KS0spLS0VcjMr/77TU1KpDhwXF0dBQQElJSWClzY3N5fdu3eTkJBAdnY2WVlZHDt2jLi4OJo2bWo2Hjs7O0EtuaioSOi3sg+4XbatoKCAW7du8eOPP1bpSXZ0dCQ+Pp6cnByKi4vRarWCJ2/48OGcPXtWUNvOzc0lNTWV3377zexDu2vXrmRlZbF69WpBOK4SZ2dnmjdvzq5du4iJiRGU/W/evMm1a9eQSCR4eXnRrl07Vq1axfnz58nJySE7O5uLFy9aeLDt7OzIysoiOzub4uJiYRJGKpXSo0cPDhw4wNmzZ8nJyeHkyZOcO3dOmJypCQ4ODvj7+3Pz5s1q9RAqxfv+TKWo1M8//0xmZibx8fFs2rSJ4OBgIfrgTs6ePUu9evUeemkuk8nEpUuX2Lp1Ky+//DINGjRAKpUyY8YMjh8/zv79+6v15D0otra2TJgwgZ9++onz58/XaF8PDw+8vLyIjo628KpmZ2fz6quvkpaWxuLFi4XQ7pycHIvjuXz5MiNGjOD99983W67X6zl8+DCJiYlkZGSQkpLChg0bSExMNBPQ0+l05Ofnk52djcFgEN6BhYWFZnnElWHnarUaNze3Ry4QVxmdcmc/vXv3vmu/KpUKf3//B4pUqQ6JRMKrr75KeXk5K1asqJGKvUqlokGDBsI768/7arVacnNzycnJEUQIK98Bldve7bfpz8+vXq/npZdeYubMmVWmAxgMBiIjI9Hr9YJGRSXl5eVEREQI4ofp6ens3LmTmJiYKiOcMjMziY2NrVJjQURERORhIHrQRUREuHXrFrNmzSI3N5f09HS2bNnCiRMnCA4OtsiZPX36NMnJybz00kuPZaxSqZTPP/+cqVOn8tprr6HRaDh79iyjR48WapU7OzsTFhbGF198wdtvv42trS3JyckWHg5ra2tBAEmn03HhwgUmTZokiAedOHGCo0ePUlFRIRjNCxcuRKlUMm7cOCGk1NXVlbZt27Jz507y8vKoVasWnTt3plOnTuj1er766ityc3Px9vbGYDBw8+ZNnJ2dLWrOBwUF0axZM95++21atWpF3bp16d+/P/Xq1aNXr15s2bKFkSNH4u/vT05ODlKptMoc12eeeYZDhw4xefJkateuTUhICD169MDa2prXXnuN8+fPM3/+fHx9fYVSQgaDgb179wptPPXUU9SpU4fdu3czevRos5rtVlZWTJ06lQ8//JBx48bh5eVFRUUFGRkZ9OvXj4CAAMFgzMrK4o033hC0A/Ly8li3bp3ZtWjbti0//vgj7777Ll5eXjRo0IDBgwdja2vLmDFj+OOPP3jzzTfx9/cnPj4eFxcXxowZU+N7x97eXrhO6enpNVaWdnJyYvz48WzevJmYmBhycnKoVasWM2fOtNg2Pz+fixcv3pe3rqaUl5fz7bffYmVlRd++fYW8/vbt29O0aVO2bdtGy5YtLUSwHiYjRoxg1apVfPPNNyxcuPC+RcDs7Oxo06YNW7ZsEfKiK9m2bRuRkZE0atSIjz76SFiu0Wj47LPPzIzQ3NxcDh06ZJEWYzAYmDNnDqWlpbi6ugp583369KFv377CdvHx8axdu5Zbt26RnJxMdnY2b731FkFBQbz22mtC6HlJSQkXL16kSZMmf9kD/6CMHz+e33//nXPnzplNHigUCsLCwujTp0+N9TdqQosWLejWrRtfffUVQ4YMqdGEU+PGjVEqldy4ccMsCgduV0X46quvKCgoIC0tjaioKLKysujSpQuvvPIKKpVKiBDJyckhMzOTTZs28dtvvxESEmJW9tJoNBIVFUV+fn6Vk5ZpaWmcOHGCbt26CQKMleh0OhYtWkRRURGurq4YDAYSExPx9fU1E0KsZP/+/dja2tK7d+/7Pg8iIiIiNUE00EVERLCxsSEwMBCTySR4Be7Mx7uTl19+mcLCQiH/8HHQuXNnlixZwunTp/njjz+QyWRmOYUSiYQXX3wRZ2dn4uLiqFu3Lo0aNeLixYtCKLKrqyvz58+nadOmxMXFkZubyyuvvELPnj2FdioNYJPJxPDhw4Xlcrnc7EOz0vD18fEhISHBzHB2dHRk3rx5nD9/nqysLPR6PT169KBdu3YWOfO+vr58+OGHHD9+nKKiIqytrQVPbsOGDVmzZg3Hjh2jrKyMnj174uHhQfv27S1ydJ999llkMhk3btygoqLCTJBLrVazcOFCDh8+THx8PACdOnWiWbNmZm0olUo+/vhj0tLS6NKli9k6qVRK27ZtWbJkCSdPniQ7OxuVSoWPj48wSVI55rVr1/Lrr7+SlpaGlZWVUOf6Ttq1a8f8+fOJjo6mrKxMCC+F2+H0X331FQcOHCAnJ4f27dsTGhpqlvtc2YZKpao2zF0ul9O6dWt27tzJ5cuX8fX1RSaToVar6devH9bW1haGZqdOnahfvz5qtRq5XM6IESOoX78+169fx9ramvbt21cZtr5t2zYcHBwscv0fFg0aNKBr165ClQG4LaD37rvvcubMmYdar3vs2LEWRo2LiwsLFixAr9ebGY1t2rRh8uTJ1YpfhYWFsWHDBg4fPkz//v2F5c2bN2fatGkWERbW1tYWBqiXlxeTJ0+2yLtWKBTMmDGDK1euUFxcjFQqxcfHh9DQUDMtAxsbGxo0aIBGozGLZPH29hael8pa6hcuXODFF1984Fz4v0qDBg1YsmQJ69ev58SJE+Tm5uLi4kKXLl14+eWX7yqc+VcIDQ1l1qxZZpMhEomE9957jwMHDpgZv46OjsydO9dC2PNOGjZsSOvWrdm3bx9hYWFmVQPs7OwICAigpKTE7BrUrVtXeO+p1Wrht6lSlLCq3yaZTMbUqVPvWtJNIpEwcOBAgoKCLN4RNjY2zJkzh6tXr5Kbm4tEIqF27dq0a9fO4neupKSEnTt3MnTo0Cp/H0VEREQeBhLA7Fd84sSJfPHFF49pOCIiD5+wsDAiIyP56KOPLMIhRf65xMXF0bhxYy5evGgWXv1n0tPTmT9/PqmpqWzevPmh1wMW+W+h1Wr5/PPPuXHjBkuWLKmyfN6Dkp+fT6tWrZg2bRojRoz42+tm/9MxGAx88cUX7Nq1iwMHDvxjSnD9GYPBwPr164mKiuLTTz996KkKf8ZoNPLCCy/QsWNH3n77bYt12dnZJCQkUFJSgq2tLb6+vo8stP1hcvr0acaPH8/KlSurFGf7N7F//37mzJnD1q1b8fLyeqC2li9fzvbt2zly5MhDGp2IiMi/lZ49e/LLL78If4sedBERkX817u7uzJ071yJcVkSkKqysrHjrrbfuWaP6QdBoNERERFC7dm3ROK8CmUzGm2++yfPPP//Qw/8fJlKplIEDB9K3b9/H5j2/cyyurq6PTMDyUfLUU08RHh7+2M/hw+Dpp59mx44djy3dQURE5MlANNBFRET+kUgkErNQ5+pwcHD4V3iSRP4Z2NnZ1Tj/vCbI5fIqReNE/h+NRvNIohceJpVq7X8nMpmsSoHCfzNyuRwPD4/HPYyHgq2trUW6x1+lsuyaiIiIyJ8RDXQREZF/JHZ2dowePbra2r4iIiIi/xUkEgmtW7e20FcQ+W8SGBj4SKstiIiI/Hv5b03TioiI/GcoKChg6dKl5OfnP+6hiIiIiDxyTCYTJ0+eJC4u7nEPReRv4MKFC2zfvv1xD0NEROQfiGigi4iIPJGkpaUxa9YsYmJi7mv7FStWsGPHjkc8KpG/g+PHj/Pll19SVlb2SNovLCxk4sSJxMbGPpKvUYizAAAgAElEQVT2/wucO3eO6dOnWyi2/5MwGAxERESwZcuWf/Q4RURERET+W4gGuojIE47BYCAqKopJkybRr18/hgwZwvLlyyktLX3cQ7srBoOBbdu2MWTIEJ599lnmzJlDTk5OjdrIzc1l48aNpKSk3Nf2u3fvvqvabkFBAfv37+fGjRtVlrcyGo1s376doUOH0qtXL1599VVWrlxpcY5jY2P5/vvv0ev1NTqWP3PgwAEOHjxY4/20Wi1r1qxhwoQJZGZmmq37+eefGTRoEElJSQ80tqo4c+YMkZGRZuW6HhV5eXls3LiR7OxsIdc3Pz+fRYsW0alTJ44cOSJcw99//52BAwcyceJE8vPzMZlMZGdns2jRIvr27cvQoUPZt2+fRR/W1tbcunWLZcuWPdRyZ4+LkSNH0qlTJzp37kyfPn0YP348Z86cAaC0tJQVK1bw9ttvW9wzu3btYtCgQdy4ccNseUVFBUuXLiUnJ6fKsni//PILr732Gr169WLEiBEcPHiwRs9EcXExX3/9NWPHjiUsLIyPPvqI3NxcYb3JZGLbtm106tTJ7N+YMWO4efOmsJ1EIkEmk/Htt99y6dKl++5fRERERETkQRANdBGRJxytVstbb73Fb7/9hoeHBzqdjqlTpzJ48OB/rNdo69atghK3p6cnX3/9Na+++uoj73Pu3LlVrktPT2fx4sWcOnWqypzChQsXMmLECPLz82natCnl5eXMmzfPYlLh+PHjzJo1C51O90BjXblyJatXr67xfkqlEpPJxL59+8zGZjAYOHnyJPHx8Y9E1GjXrl0sX778gScm7odz584RGxtLt27dhHrXOp2OmJgYjh8/zs6dOzGZTFRUVHD69Gn27NnD+fPn0el0VFRUsGDBAtasWUP9+vUpKipiyJAhREZGmvWhVCqZPn06e/fu5fz584/8mB41Z86cIS0tjU6dOuHn50dkZCRdu3blwIEDqFQq6tWrR2RkJMePHxf2SUlJYevWrVhbW1uod588eZITJ04wefJkCwN9w4YNDBo0iNjYWPz8/CgrK+PSpUs1ujeSk5MZP348hw4d4saNG1y9etXsXWYymUhKSiIpKYmmTZvSrl072rVrR7NmzcyU/SUSCQEBAdjZ2XHo0KEHfi5FRERERETuB1EkTkTkCUepVLJu3TpCQkKEj+UFCxawaNEiIiIi6NOnz2MeoTlarZYpU6YQGhrKtm3bUCgUtG7dmnHjxhEREUFYWBg6nY68vDw0Gg0qlQqJRIJWq6WgoAA7Ozusra2B2x/q5eXlZGRkoNfrUalUODg4CJ5Vo9FIZmamYBz8WXXaaDSSnp5OWloahYWFZGVlkZycjFwux9bWFjs7O1JTU1m7dq3gNa8kISEBNzc3TCYTZWVl5Obmkp2dTXFxMcnJyahUKuRyObVq1RLKxxUVFVFaWoper0cikWBjY4OdnR1SqRSDwUB+fj5lZWUUFhYil8tJTk4GQK1WY29vj1QqxWQyodfrKSgoQKvVIpVKUavV2NnZIZFI8Pf3R6lUEhMTg7+/PxKJhMzMTGJjY2nTpg1qtVo4d2VlZRQVFaHX65HL5Tg4OFiUuquoqKCgoICKigqkUik2NjbY2toikUgoKCiguLiYvLw8CgoKSElJQalUYmVlhaOjo3A/arVa8vPzhX4qr+GdCv9FRUWUlJTg5OREfn4+FRUVyGQys/On1Wo5ffo0rq6ueHp6WlQIaNmyJUeOHKGiooLCwkKuXbtGo0aNhHGkpqaydetWpk6dyttvv41Op6NDhw7MnDmTzp07I5f//09q69atcXR0ZN++fQQFBT2ycmuVEwcmkwkrK6tHpgrdsGFDZs2aBcA777xD8+bNWbhwIV27dqVr166EhoayaNEievXqhVwu5/jx41y8eJHly5ebVVgwGo1ERUXRsGFD6tSpY9ZHUlISCxYs4M0332ThwoXAbSO5pufO29ubxMREpFIp06dPp7i4+K7HNGXKFOrWrVulJ18ikeDi4kJISAgHDx5k4MCBeHt712gsIiIiIiIiNUU00EVEnnDkcjlPP/202bKOHTvy8ccfVxk2fvr0acrLywkMDPzbSxABnD17luzsbHr16iUYI7169UKlUrFnzx7CwsK4ceMGo0ePZsyYMQwZMgSAU6dOMWXKFObPn0+3bt0AKCsrIzw8nM8++4zMzEzc3NyYP38+wcHBAJSUlDBx4kTi4+O5ceMGL730EkuXLhXGUlpaymuvvUZaWhq3bt0iIyND8BqOGDGC4cOHk5OTg06no3HjxphMJsHY8PLyAm57p48cOcLs2bPJysoiPT2doUOHIpVK8fX15f3336dp06YAvPfee1y9epWioiIkEgne3t7873//o3Xr1uTm5rJ48WIOHDjA9evXkUgkDBo0CICBAwcyduxYNBoNer2ebdu2sXnzZrKyspBIJDRt2pQZM2bg4+ODn58f3t7eHD58mL59+wK3vaHx8fH06dMHlUqFyWQiMTGRr776ioMHD1JWVoZSqWTIkCGMGDFCUN7Pz89n06ZNbN++nZKSElQqFU2aNOGTTz7BxsaGTZs2sWXLFhITEyktLWXIkCFIpVJatGjBnDlzcHZ2pqioiC+//JJt27ah0+mwsrLi2WefZdy4cWb339q1a1mzZg0ffPABO3bsIDMzE6lUyoIFC+jQoQMAOTk5nD59mqCgoCprMrdo0YLjx49z4sQJXFxcSEtLIygoiPT0dAAiIyOxs7Ojffv2SCQSlEolL774Ih9//DExMTE0btzYrL3g4GDOnDlDcXHxQyvNVIlerycpKYkjR45w9uxZdDodLVq0oEOHDvj6+ppNFjxs6tSpg5ubm5AeYmNjw/Dhw3n11VfZsGEDzz77LNu3b6dbt24WkxOZmZlcvHiRVq1aWUwmHDp0CIPBwMiRI4mIiKC8vJw6derQuHFj1Gr1fRvq1tbWWFtbm4W1V0VOTg579uzBzs4Ob29vAgICLO4LhUKBr68vmzdvJj09HS8vL7G2vYiIiIjII0U00EVERCz47bffUKvVBAYGWqybPXs2ycnJrFy50sKw/zu4ceOGYJxW4urqikaj4fr16zVqKzc3l5SUFMaOHYtSqeSTTz7hvffeY9euXdjb22NjY8OiRYuoqKhgxIgRFvvb2Njw5ZdfEhsby4wZMxg0aBD9+vUTPLcAdevWxcfHhw0bNmBvb0/jxo3x9fXF3t4eiUSCVCrl6aefZsuWLezYsYOVK1fyzTffYG1tjVKpxMXFRehPpVIxatQo6tatS3FxMStWrOB///sfUVFR1KpVi/Hjx/Paa68xatQo5HK54LG3s7NDpVIBcPToUT766COef/55OnbsSGFhIYsWLWL69OmsX78eNzc3AgICOH78uJA/nZKSgl6vFwy/iooKVq1axYkTJ3jzzTepX78+V65c4ZNPPsHFxYWhQ4diMplYt24dH374Ie+99x4hISHo9Xqio6ORSCQoFApeeuklevfuzaJFi7hy5QqrV69GqVQKkQxwO/x91qxZzJo1i+DgYM6ePcvKlSvx8PCwuCaFhYV89913jBo1Ci8vLxITE/H09BTWFxUVkZSURO/evS08/ZXnt0ePHqxfv56OHTvi5OSEq6urYKBfuXIFGxsbrKysCA8Pp379+gQEBFBRUUF8fLyFgR4YGMj58+dJTk4mICCgRvdmdRiNRi5dusSHH35IRESEoGWgUCjo1KkT06ZNo0OHDlV6hf8qd0ZdREdHk5aWJkzgwO3JiOeee4758+dTXFxMQkIC48aNszB4U1NTSUtL48UXX7QY340bN9BoNMyfP5/MzEy0Wi1lZWWMHDmSoUOHVnnN/goSiQS1Wo3RaOSnn36iqKiItLQ0hg0bxtixY3FzczPb3tXVFbj9HNw5ySYiIiIiIvIoEA10ERERM86cOcOaNWt4+eWXqzTQGzdujJOTE3Z2dvfdZlFREdHR0dUKucnlclq3bm3xcbx582bhA9nGxkYwlu4MN5dKpWg0mhqXZNNoNPTp04f+/fsL4d/Dhw/n/PnzhIaGIpPJBAOv0sC9E6lUire3N+Xl5ahUKlxdXfHx8TEzPBwdHZk3bx5LlixhwYIFaDQafHx8BGNeqVRia2uLra0tLi4uKBQK6tevb5YLW8mcOXNQq9WYTCYMBgOpqalMnjyZvLw8nJ2dcXNzw83NDRsbG8Hz92eWLVuGh4cH48aNE65hYWEhU6ZMITExkQYNGtCqVSu2b99Oeno6tWrV4tq1a3h6egohyQUFBfzwww+MGTOGQYMGIZPJCA4OJioqip9//pkhQ4aQm5vL5s2b6d27N5MnTxaMq44dO6JQKJBIJDg5OeHk5EStWrWwsbHBx8fHzAgzmUxs2rSJwMBAJkyYgLW1Na1bt+bYsWNs2LDBwkAvLi5m8uTJdOrUCYBmzZqZrS8vL6e0tBSNRnNXI6tfv37079+fnJwcBg8eTEJCgrAuPz8fuVxOamqqICrXt29fjEYjRUVFFm3VqVOHoqIi8vLygNvh/nv37q2y30rs7Oxo3rw5jo6OZuO+du0aSUlJGAwG9Ho9P/zwA7t37zbTPNDpdPz666+o1WoKCwsB7lpn2Wg0UlJSck/Pfvv27TGZTERHRzN8+HB0Oh1ZWVmEhYXxv//9T9hOLpczbtw4tm/fztKlSxk8eDCtW7e2aK+wsJDCwkJcXV0trkFhYSEJCQm0atWKTz/9FLh9vy5ZsoTevXvj7u5e7VhrQo8ePWjRosX/sXff4VFV+f/A39MnvTcSSCEQQgKE3pu0UCIGkKIgCAq6VCEgRTbgEkNn0YiwiwoinUWRoiCgCIIiJHQIhKCQRkJ6mSRT7u8PfnO/DDMJCUXG3ffreXweSe7ce2bmzuS+7znnc+Dm5oaysjLs2bMH//73v9GgQQO8+uqrJm1zcHCAvb09MjMzodfrIZFIkJGRgd9++63aYxQWFoqjSSyRyWRo1KgRGjRoUOU2NTlnjDfSqrtxUFxcLE6bqYper4dUKq1yPwaDQfz8VMVgMECv11c71UKr1YpTiqrbprp9GKcnyeXyarczGAzilCVLKioqxOkh1b1+er2+2hteJSUlsLW1rfJYgiCguLgYBQUF4jbHjh2rcn9E9L+NAZ2IRKmpqZg3bx4iIiIwZ84ciz1Ws2bNgk6nMwkQj3L37l2sXr1arPxsiZ2dHT766COzgL5v3z5xzribmxsiIiIAmAcPg8EgbldTxrBsvGBq3bo1tFotbt68iS5dutRqX9Xp0KEDGjRogKysLJw7dw47duxATEwMnJ2d0atXrxrv58qVK/jkk09w9epVlJSUoKioCCUlJSgsLIS7u3uN9vHzzz+jsrIS3bt3F39WWlqKyspKZGRkIDg4GG3atIFarcaRI0fQp08fJCUlISwsTAxIv//+O1JTU7Fy5Up8+umn4n4yMzPRokULaDQa3LlzB7m5uYiMjDQ5j2rTC6rRaHD79m106dJFfG/t7e1Rv359bN682Wx7BwcHi6HQSBAEGAyGai+0GzVqhICAAKSkpKBbt27YuHGj+DuZTAZBENCwYUPMmzcPQUFB4nQDS/uUy+ViYAHuT4l45513qn3OISEhWLx4sfj5qqiowNatW7F48WJUVFRAIpHAYDAgJyfHYvjW6/U4duwYcnJykJOT88SFHrds2SLeTOnSpQvS0tJw8eJFvPTSS2ajAnx9fTF69GisX78eL774osWbTDqdDnq93mJQlEgkKCsrw8yZMxESEgLgfpA+ePAgUlJSnlpAl0gkCAoKQlBQkPgzR0dHHDhwAImJiYiOjhZrLQD3b8RJpVKxSJzxhsWj3kupVFrlDRLg/mdh2rRp1Qb0mpwzDg4O0Ol01S4bWFFRAYVCUW1Ytbe3R1lZWbVtfhRBECAIQrXHMQbh6lY4sLW1feRKIlqtFlKptNrPs7e3t3hT1xK9Xg9BEKq9cWGsnVFVLYOakslkcHV1FY+VlZUFPz+/J9onEf13YkAnIgD354YaK4h/9tlnVfaQPzjkuqbq16+PHTt2PHI7Sz0YW7ZsQcOGDcV/7969GwDEXkng/kVWfn6+eFFvifHC8eHjPXhxp1AoxBD3NEkkEnh6esLDwwNNmjRBVFQUoqOjsWHDhhoH9AsXLqBjx47o3bs3Zs6cCU9PT5w8eRILFiyoVXu1Wi369u2LyZMnm/xcLpeLr19AQAAaNGiAffv2oUOHDrh9+zaioqLEqucVFRXw8PBATEwMWrVqZbIfJycnqNVqaLVaCIJQ65smDzIYDDAYDOJxH2yrpareTk5O1V5oy+VyKJVKlJeXV7mNTCbD2rVrce/ePbOLZy8vL2i1WkgkEnF49zfffCNeeD+sqKgIKpVK7Cl0cnLCzZs3q37C/9+Dn4OsrCx89dVXmDJlCt544w0oFAqcOHECXbt2rfLx+fn5ePvttzFs2LBqg1JNGNsSGBiIadOmAQAaNmyIGTNmmIV0iUQiFverqpfVxsYGarXaYtgxvn8PjvxwdXWFSqWq9TKKtWVnZwdfX18UFxejvLzcJKBXVFSgoqJCnJYikUjQr1+/Gr2Xj/Ko4fI1PWfor+fjjz/Gzp07n3cziMgKWVVAX79+PQ4dOvRU9jV48GAMGzYMu3fvxrZt257KPrt37463335b/Hd8fDySkpIA3L9w+/DDD2s1N23t2rU4evQoAGDGjBlo27btU2knUW0Y13ZesWIFMjIy8NFHH1U77DUnJwd6vd6kOvajPE4lZiNj75VR06ZNIZVKcf78efTv3x8SiQRXr15FeXm5OCdepVJBqVSisLBQDOYFBQVmQ+A1Go3JvNKrV69CoVCYzFuuzfOztI63Xq9HZWWlWE0egFg1/eH2GIfZW+pZ2r9/P2QyGbZt2wZ7e3sYDAb89ttvFreVyWRVLkvVrFkzlJWVoXnz5iZDTB8cUiqRSNCzZ08sWrQIKSkp0Ol0CA0NFdtfv359ca5427ZtxZscxqH3crkcfn5+sLe3x4kTJ8Rh8MbX4+FhtFX1NNra2sLDwwNXrlwRK7hXVlbijz/+EIvs1YadnR1cXV1x7969aoesNm/e3OLP27Zti23btiE5OVk8R44fPw47OzuTm0hGycnJcHNzg4+PD4DH+xyUlJRAq9WiVatW4ufN3d29ypsUwP0iaQ4ODpDJZE91vrRxX6NGjcJHH32E+fPnY8uWLSY3UB51POONqtTUVLOe9AYNGsDGxgbXrl1DeHi4+N1UXl4uTnMxqqioQG5uLuRyudnvHsV44+fB16eoqAi3b99GUFCQ2dDr3NxclJSUICAgwOQxf8Zc9Cf57iTrxveViKpiVQE9MTHxqd1NbNSoEYD7Q0Kf1j4fDi0nTpwwmRvWtm1bjBw5ssb7O3PmjNi2YcOGMaDTc6HT6ZCQkIBvvvkGkydPhk6nw+XLlyGVSuHh4WHWY75kyRLcvXsXM2fONJvj+2cIDg5Gt27d8PXXX6NTp05wdHQUe/yjoqIA3O918/T0xKFDh9C+fXtUVFTgwIEDKC0tNdlXYWEhDh48iPDwcCiVSqxevRpBQUFo0aIFgPtDv0tLS8V1sTUaDe7evSsO+TUGPOOSamfOnEHnzp1hZ2cnzlvNz8/H5s2bERoaCh8fH3F47PXr1/Haa6+ZtMfd3R06nQ4nTpxAWFgYVCoVnJycoFQq4eXlBYPBgFOnTsHf3x937tzB/v37LQ5h9vHxwdGjR3HlyhU4OTnB3t4eDg4OkEqleOuttxAbG4tPP/0UXbt2hUwmQ25uLm7cuIGxY8eK++jZsydiYmKwZs0a+Pv7Izg4WPydi4sLunXrhl27dqFevXoICAhARUUF0tPTYWtri65du6JOnToYMGAA1q9fjy5duiAsLAx6vR4pKSno3bu3SQ+lm5sbMjMzcfHiRfj4+ECtVsPZ2RkymQyDBg3C/Pnz8dVXXyEsLAyXLl3CuXPnHmvdexcXF4SHh+PGjRsoLCys1TQNAOjYsSNcXV2xc+dOuLu7o6CgADt37kSfPn0sDlU9e/YsgoODzaZt1IZer4dWqzUJwb6+vmjdujVOnTpl8THNmjV7ptXGbW1tMX36dMyaNQsnT54U5/zXRJ06dVC/fn0kJiaKN12M2rdvj4CAAMTFxWHmzJkQBAH79u2Dp6enWT2Fq1ev4v3330edOnWQkJBgdpzLly+jsLAQeXl5KCsrQ3JyMvLy8tC4cWPk5ubi5MmTsLOzg5ubG8rLy7Fnzx7k5uaiXbt2JkPzDQYD7ty5AycnJ3h5eTFUERHRM2dVAf2vLiYmBlFRUdUWhSGyNpWVlfjoo4+gUCiwefNmbN++HcD9XugxY8bglVdeMdn+6tWrSEtLs1gU688glUoRHx+P2NhYzJ49G8D96srz5s0Th2g7OTlh8ODBiI+Px7Rp0+Dj4wOZTGY2T9ve3h5arRZxcXEoKipCWVkZ5s+fL273/fffY+/evaioqEBycjIyMzMxY8YMKJVKLFu2TKxQ7e7ujj59+mDjxo2YOXMmHBwcEB0djejoaEilUly8eBE7d+6EnZ0dtFotSktL0aFDB7Mbei1atED37t0RGxuLevXqwd/fH2+++SYaNmyIyMhIREVFYf78+fD29oZKpUK9evXMhn8DwNChQ3Hq1ClMnz4dTk5O6N27N0aMGAFbW1sMHDgQKSkp+M9//oO9e/dCoVDAYDDAx8fHJKCHhIQgODgYJ06cwLRp00ymPCiVSkyfPh0rV65EfHy8uASWTCbD0KFDAdzvHZo6dSrKy8uxcuVKODs7i+vDd+3a1SSgd+/eHd9//z3mzJkjhugpU6bA2dkZo0aNwvXr17F06VK4urqiuLgYHTp0wKhRo2p97jg4OKBt27bYtGkTsrKyah3QnZ2dMXPmTKxbtw4zZsyARqNB69atMXPmTLNtMzMzcf36dYwZM+aJljyzNELCzs4OMTExmDdvHq5du2byO39/f7zxxhvVzmt+GgYPHoxVq1Zh06ZNaN26tcn7WR07Ozt06NABCQkJKC4uNpkCYVw2cMWKFZgxYwYEQYBMJsOMGTNM1lIH7hc9S0pKMpnq8qBJkyahsrISt27dgsFgwOzZs+Ho6IiDBw+ivLwc3333Hc6cOQO1Wi1OeZg6dapJbQbgfs96UlISIiIizNZtJyIiehasKqBPmTIFgwYNqvL3CQkJ2LNnDwBg+PDhGDduXJXbBgYGAgBeffVVtGvXrsrttm3bJhY56tmzJ959990qt33UH+e7d+8iLi4OS5curXY7ImuiUqmwadMmsyAgk8ksXuTHxsZCo9E81WWjaisiIgKrVq3CrVu3cOLECWzYsMFkeLlEIkHfvn3h7++PnJwcuLi4iOs2G0N8vXr1sHPnTvj6+iInJwelpaXw9vY2qVxv7MXW6/XieurA/dfmwV4243rYzZs3R15eHiQSidjj7OzsjNjYWNy5cwclJSXQ6/VwdHRE/fr1zYbm+vj4YMGCBUhJSUF5eblY2R24//2zatUq3LhxA1qtFp6ennBxccHQoUPNvps6deqEzz77DNnZ2dDpdPD39xeHr6vVakybNg19+/bFvXv3ANwvkPVwD7BCocCGDRtQWFgojkgykkqlCAsLQ1xcHFJTU1FSUgKlUgl3d3eT5e98fX3x/vvv4+rVqygsLIRCoYCvr69ZfYMmTZpg5cqVuH37NrRaLdzc3MTg5unpibi4OLEwnq2tLRo2bGjWKz1w4EA0b9682jBsrDa/Y8cOJCYmomHDhpDL5XB0dMTkyZMhl8vNhjcPGzYMPXv2hKOjI2QyGQYOHIhGjRohKysLCoUCwcHBqFevntmxPvvsM/j6+uKFF16osj2PSy6XIzIyEk5OTti+fTtOnjwJrVaLNm3aYMSIEejUqZPFAm2Pa/Xq1WbTWZycnPDpp5+aVezu378/QkNDxb/BlvTu3Ruffvop9u7da3JTSCKRIDo6Wnx9BUGAj48PGjRoYHYjqnHjxvj000+rrAQeExNj8TsNuD8lbfr06UhPT4dGo4FEIoGXlxcaNGhgMndeEARkZGTg2rVrmDBhAm++ExHRn0Z48L9p06YJ1mrSpEliO+fMmfNU9vnBBx+I+xw1alStHtuvXz/h4ddPqVQKV69erdHjx40bJz5u165dj9N8qoFevXoJAIT4+Pjn3RSqhZSUFEGpVArJycnVbldWVia8//77Qt++fYWSkpI/qXX0V6XT6YSEhARhyJAhQlFR0TM5RnZ2tuDi4iLs3btXMBgMT7Svc+fOCT169BASExPNfqfT6YTCwkIhKytLyMzMFAoKCgSdTvdEx/szGAwG4fPPPxdCQkIEjUbzvJtTJa1WK6xcuVJ47bXXhLy8vGd+PL1eLwwePFj48MMPn/mx6Pn76KOPhM6dOz/vZhCRFejTp49JnrSqHvS/suDgYKSkpKCyshLTpk3Dd99997ybRPQ/wcbGBu+99x4AFt2hR5PJZJg4cSImTpz4zI7h4eGBvLy8Z7Z/I5lMBkdHxypXXLBWEokEY8aMwZgxY553U6oll8sfucQZERHR0/Zk66+QaNGiReIcvIMHD4pD8Yno8SiVSoSEhFicY/0wVjqm/1bGAoE1+RzQX5+vry9cXFyedzPoT+Dg4MC6BkRkEQP6U+Ln54c5c+aI/54+fXq1a+0SUfXUajU6duxY5RxTov8FNjY2Fpf+ov8+EokEoaGhDG3/Izw8PCwuz0hExID+FM2cOVP8sk1NTcWyZcuec4uI/rqKiorw2WefobCw8Hk3hei5KSwsxKlTp/g5+B8gCAIOHz6My5cvP++m0J8gNTUVP/744/NuBhFZIQb0p8i49JJRfHw8fv/99+fXICKq0q1bt/Dyyy8jMTGxRttPnz4d//znP59xq+jPsG/fPrz77rsoLS19JvvPy8tD9+7dce7cuWey//8GP/zwAwYNGoSKiorn3ZQnIggC5s2bZ3EtdrovJycH48aNw82oa0oAACAASURBVNmzZ593U57Yt99+i0mTJkGn0z3vphDRfzEG9KfsxRdfRL9+/QAAGo3G4vq4RNZEq9Xio48+Qrdu3eDn54fQ0FBMnToVubm5z7tpVdLr9fjwww8RHh6OevXq4fXXX0dWVlat9lFWVoYzZ87UuGfy8uXLSE1Ntfi73NxcbN68GRcvXoTBYLDY3oSEBHEt5TZt2mDu3Llma8mfP38ea9euhVarrdVzedjOnTuxe/fuWj9Oo9FgwYIF6NevH9LS0kx+98UXXyAkJAQpKSlP1DZLfvzxR2zfvv1PuejNycnB1q1b4evrK87rvnfvHiZPngxHR0d888034vJchw8fRnBwMPr164d79+5BEARkZmZi0qRJCAgIQEREBL788kuzYzg7OyMwMBCLFy+2eD48Ka1Wi08++QQdO3bE6dOnxZ8XFhZiypQpGD58OP7444+ndrxOnTrB0dERTk5OqFevHiIjI8Wev+LiYsydOxd9+vQxO2fWr1+PkJAQXLhwweTnFRUVWLVqFcLDw83m1m/btg0jRoxAQEAAWrRogaNHj1bZLq1Wi3bt2iE4OBg//fRTrZ6TIAg4cuQIevToAU9PT/Tr1w+//PKLyTYajQbvv/8+wsLCEBgYiMGDB5s9FwBo27Yt5s2bV+vvoJr6448/0KhRI6xatcpk6bhDhw4hLCzsqda8WblypVh40MPDAy1btsTKlSuh0WggCAJ++OEHNGnSBF9//bVJWy5evIiePXtiyZIl0Gg0JvvcvXs30tPTxaUna8NgMOCXX37B4MGD4evriwYNGiAmJqZWUwhLS0uxc+dODBkyBL6+vnBychKXmLTk+PHjaNWqFaKjo1FSUmLyu+bNm+Pnn3/G119/XevnYo1atGghvt8P/3fz5s3n3Tyi/1kM6M/Ag2vG7tq1CwcPHnzOLSKqml6vR2JiIkJCQvC3v/0NUVFR+Prrr9G7d+8/pRJ1bQmCgNWrV2PBggXo0KED3njjDfzyyy8YNGjQM637sG/fPqxYscLi73JycrB+/XokJSWZrb2s1+sxa9YszJ49Gy1btsSMGTPQrl077NmzB0VFRSbbnj17FsuXL3/igP7FF19YDI6PYmNjg4CAAFy/fh15eXnic9Fqtbh8+TLc3d2fScXwgwcP4vPPPzdZy/5ZEAQBv/32G7KystCpUydx/W5BEFBeXg6DwYC9e/fCYDCgvLwcFy5cQHp6OsrLy8Vt5syZg2PHjmH8+PFo3bo13nzzTWzbts3kOFKpFLNmzcLp06dx6tSpp/48FAoFevToAYVCgb1794oh4vz58/j2228RFRVlcW32x1VWVoaAgAAsXboUEydORGlpKXr27ImdO3fCwcEBvXr1QkZGBg4fPgzg/ut58+ZN7NmzBz179jRbE/3o0aNISUnBhAkTzIo7btq0CcnJyQgLC0NJSUmV54TBYMC6devw+++/o7i4uFY3dwRBwIkTJzBz5kw4Ojpi8eLF0Ol0mDp1KpKSksRtxo4di/Xr12PEiBGYPXs2cnJy0KVLF9y6dUvcl0QiQf/+/eHm5oa1a9eaff6fBm9vbwwfPhx79uzBhQsXIAgCNBoNYmNj0bp1a/Ts2fOpHauiokI8z//+978jPDwccXFxGD9+PARBQOPGjdGmTRts3bpVXKu+oqICR44cQV5eHnr16mVSLyErKwuHDh1Cv379YGtrW6u2CIKAX375BW+++Sby8/MxYcIEjBgxArm5uaisrKzxfgoKCnDo0CFkZmbC19cXxcXFFt8nQRBQUFCAffv24fLlyygrKzPbztvbGwMGDMCCBQue+HvaGkybNg2LFi0S/3vvvffg4+MDJycnuLu7P+/mEf3P4jJrz0BwcDCmTp2KpUuXArg/NPbcuXPixSCRNVGpVPjss89MLpQ7d+6MUaNG4fjx4xg4cOBzbJ25oqIixMfHIyoqCmvWrIFcLkdYWBjGjBmDffv2YciQISguLsbFixfh7++POnXqQCKRIDc3F1evXkVISAg8PDwA3L8gu3fvHo4fP46ysjJ4enqiSZMmkMvvfzVqtVr8/PPPKCkpgUQigb+/P8LDw8W2aLVa/PDDD0hNTUVubi7OnTsHZ2dnKBQKBAcHo0GDBkhLS8PXX3+NSZMmYfHixeJjs7Ky4O7uDkEQkJGRgaSkJJw/fx5lZWX49ttvoVKp4ODggKZNm4pVnVNTU5GRkYGSkhLIZDL4+PigUaNGkMvlKC8vx+XLl5GZmYm7d+9CLpdj3759AAB/f380atQICoUCgiCgpKQEycnJyM3NhUwmg7+/Pxo0aAAACAkJgYODAy5fvowmTZqIbb1x4wY6dOggXmTr9XpkZmbi5s2bKCsrg729PRo3bgw3NzeT96ugoADXrl1DQUEBFAoFfH19ERwcDIlEguTkZKSmpiIlJQU5OTk4cOAAFAoF3Nzc0Lx5c6jVagD3RyhcuXIFJSUlsLOzQ8OGDeHp6Qmp9P/uMd+6dQu3b99Gy5YtcenSJRQUFEClUqFp06Zim8rKynD69GnUrVvXYiGutm3b4vTp0ygpKYFGo8H169cRFhYmHiclJQWHDx/GwoULMXbsWOh0Oty+fRvLli3Diy++aBJAGjVqhLp16+LgwYNo3769SVufhsDAQIwaNQpr165FZGQkmjVrhsWLF6NTp07o37//U1/VoF69epgwYQIA4PXXX0dERAQSEhLw8ssvo3379oiMjERCQgKioqLg4OCAH3/8EZmZmZgzZw7s7e3F/Rg/M+Hh4XB1dTU7zsaNG+Hm5oYff/xRPJ4lycnJ2L17N95++22sWbOmVs+lvLwcR44cgY2NDVasWIHAwEB06dIFQ4YMwXfffYfw8HDodDpx/8ZlHIODgzFw4EAcP37c5KaDTCbDmDFjsGfPHkydOvWpV2FXKpUYPnw4fvzxR+zduxf169fH2rVrkZ+fj0mTJokryDwtMplMHMWg0+kwceJEbNiwAcuWLYOXlxcGDx6M2bNn4+TJkxg0aBBu3bqFXbt2YciQIQgNDTXZ1/nz55GZmYn27duL36s1VV5ejk2bNqFJkybisWUyWa3PbS8vL6xcuRK2trZYsWJFtdOaTp8+jdTUVLRt27bKbQYOHIj4+Hj8/PPP6NatW63a8ryVlJQgIyMDrq6ucHd3x2uvvSb+TqfTYefOnZBKpVi2bBns7OyQkpICGxsbeHl51fr9I6LHx0/bM/Lee+/hyy+/REZGBq5cuYKPP/4Y06ZNe97NIjJjvNiprKxEaWkpCgsLceHCBUilUouVo3fs2IGioiJERkbCz8/vmbXLGGgeHiKclJSEgoICvPDCC+IFQ7du3WBjY4NDhw5hyJAhSEtLw+zZs/H2229j+PDhAO4PUZ85cybi4uLEHqeioiJs2bIFBoMBhYWFKC0txdy5cxEdHQ3gfpg4cOAAMjIycOzYMURHR+PDDz8U26LVavHVV18hLS0N2dnZ+OWXX3D37l2oVCoMHDgQDRo0QGlpKfR6PZycnCAIgvh6e3t7i8/v999/x7Zt23Dz5k0UFxdj586dkMvl8PPzQ506dcQL/lmzZqG4uBgKhULsQZo4cSIGDhyIsrIynDx5Er/++isyMjIglUrFnt0ePXqgfv36UCgUqKiowIcffoijR49CpVKhoqICKpUKf//739GuXTs0bNgQgYGB+Omnn8TXLj09HWlpaRg+fDhsbGwgCAKuXLmClStX4s6dO1CpVCgoKEDr1q0xe/Zs8bmlp6djyZIl+O233+Dk5AS5XA4HBwd8/PHHcHBwwLlz53DgwAFcuXIF+fn52LFjB2QyGUJDQxEaGgq1Wo2cnBz8/e9/x5kzZ+Dq6ori4mKEh4dj4cKF8PHxEd+LPXv2YN26dXj11Vdx5coVCIKA4uJivPvuu+jcuTMAID8/H4mJiejQoYPFcNi4cWMkJSXh6NGjqFevHnJychARESHWEvnhhx/g4OCANm3aQCKRQKFQYNCgQZg/fz6uX7+OiIgIk/21bt0aFy5cQEFBgcXj1YRxCcGHe/IUCgUiIyNx6NAhfPbZZ4iIiMCtW7ewYMECODs7P9axasrNzQ2Ojo4oKCgAcH/FhdGjR+O7775DQkICXn/9dezatQuRkZEIDw83CVRZWVm4cuUKOnfubPGC33jTqjolJSXYuHEjOnbsKN5Eqg3jDZ82bdrAzc0NEokErq6uaN68OZKTk5Gfnw9HR0e4ubkhPT0dt27dgq2tLa5cuQJHR0c0btzYbJ/9+/fHunXrcO7cOXTv3r3WbTKSSCRm33kSiQSBgYEYPnw4Nm/ejDp16mDVqlWYNWsWWrZs+djHqgm5XC5+zgoLC+Ht7Y2OHTuiS5cu+OSTTxAZGYldu3ZBJpNh4MCBJn8ztFotrl+/Lr6WtQ3WFRUV+O233xAVFYXvvvsOd+7cgZubGyIjI8UbijV9Dg4ODo/cznhede7cGRcvXsTt27ctbtekSRO4u7vj22+//csE9MzMTPz66684ceIE0tPTMX78eLPzNDU1FZs2bULXrl0RFRWFyspKbN68GdeuXUOnTp3QsWNHNG3a9KnfbCQicwzoz4iDgwMWL14s3p2MjY3FsGHDTC4oiazJ8ePH8cknnyA/Px8pKSl45ZVX0Lp1a7PtNm7ciLS0NISGhj7TgO7q6gqZTIaMjAw0atRI/PmtW7cgkUhQt25dk20dHBxqPWeupKQEcrkcMTExUCqViIuLw6JFi9CpUyd4eHhArVbj3XffhU6nE8Pqg9RqNd5//31cv34ds2bNwogRIzB48GDIZDKxV6tevXpo0qQJ1q9fD41Gg44dOyIiIgKenp5i+GrZsiVWrFghDhtdsmQJ1Go15HK5yZDy3r17IywsDK6uruI83gULFmDAgAFwcnLCa6+9hqFDh2LUqFFQKBTikHwbGxuxN/qbb77Bli1bEBMTg7Zt26KsrAxxcXGYP38+9u7dCxcXF4SFheHAgQMQBAGCIIhziwMDAyGTyVBeXo7Vq1cjLy9PHBKZlpaGSZMmITg4GJMmTRKnInz55ZdYu3YtwsLCoNfrcf36dahUKsjlckRFRaFHjx6Ii4vDpUuXsHTpUiiVSiiVSvGC+ssvv8TGjRuxceNGNG7cGJcvX0ZsbCy+/PJLsxof+fn5SE5ORkxMDNzd3XHv3j2T86S4uBiZmZnw8fGxOKJJpVKhb9++2LhxI3r06IG6devC2dlZDOjXr1+HjY0N9Ho9lixZgqZNm6J+/frQ6XS4c+eOWUBv3LgxTp48ifT09McO6AqFAnK53Gw6BADUqVMHo0ePRkxMDL799lvMnDnzmQW2yspK5OTkQKPR4OjRo8jIyMDYsWPF34eGhmLMmDFYvHgxCgsLUVRUhOjoaLMpEVlZWbh79y4aNmwImUxW63YIgoBff/0VN27cwLx588zmvddEaWkpsrOz0apVK1y8eBFffPEF3nrrLfj6+iIpKQklJSXw9PREbGwsVq1ahXHjxkGtVkOj0SA+Ph7NmjUz2+eD5/eTBHRnZ2eLU4tUKhX69++PI0eOYNGiRWjSpAnGjBnz1EdKAPdf47y8PKhUKqSkpODo0aMICgoSv++dnJwwZswYjBw5EsuXL8e2bdvw9ttvIyQkxGQ/ZWVl+P333+Hl5WUyiqKmioqK8Pvvv+Po0aPw9PSEm5sbdu3ahSNHjmD16tXw9/d/Ks/XaOvWrSgoKEB0dHS1lfRVKhXCwsLE6RDWSq/XIyUlBfv378cPP/yAnJwchIeHY/DgwQgLCzPZtqSkBLt370ZpaSnGjRsHGxsbGAwGDBgwADKZDPv27cP27dvRpEkTREVFoVOnTo/1nhJRzTCgP0MjR47E+vXr8dNPP6GoqAjz5s3DZ5999rybRWSRj48PunTpguvXryM7Oxvdu3e3OFSzTZs2CAoKqlXgyM/Px08//VRtESWFQoGePXuKc2cdHBzQv39/zJ8/H5cuXYJKpYKtrS0yMzMBwGQ4sUQigY2NjVnRtUdxcnJCZGSk2CM6ZcoUvPTSS0hMTESfPn0glUrF4dEPF7MC7vfye3h4IDc3F0qlEo6OjvD09DQJHvb29khISMDKlSuxZcsWrF+/Hp6enhg3bhzefPNNqNVq8T9HR0fIZDJ4eHhYnK/5+uuvQ6FQwGAwQKfToWfPnvjqq6+Qk5MDb29vODk5wcnJCSqVCgqFAl5eXmb7WLt2LRo0aIDBgweLtTJGjx6N8ePHIyUlBeHh4WjdujU2bNiAP/74A56enrh8+TKCgoLEYeH5+fk4fPgw5s6di7Zt20IqlSIgIADt2rXD0aNH8dZbbyE7Oxv79+/Hq6++ikGDBom9pY0bNxaHqTo4OMDBwQF2dnZQKpXw9PQU2wTcDwr/+c9/0K5dO0RHR0Mul6NBgwb46quvsGPHDrOAXl5ejnfffVechvDwPOzKykpoNBrY2dlVGWwGDhyIpUuXIi8vD1OnTsXVq1fF3xUVFUEmkyErKwtbt25FRkYGhg4dCoPBYLEivJeXF0pLS8VwXVFRgQ0bNlg8rpGrqyu6du0KT09P8d9eXl745z//iQsXLkClUkGlUmH48OFQq9Vo1qwZlEolMjMz0atXL/HcO3nyJK5cuVLtHO6ioqJH9rZHRUVBEAScPHkSnTp1gl6vh1QqxdixYzFv3jxxO5lMhjfffBOff/45Nm/ejClTpqBp06Zm+ysuLkZxcfFj9agC9+s97N69G23atEGjRo2Qnp5e633odDqUl5dDrVbj+PHj2LBhA1q1agUbGxuUl5eLc4t79eqFo0ePwsPDA25ubvjmm29w4MABDB061OwGj1qthp2dnUnxsf3791d7A0Emk6FVq1bijR2JRILu3bsjPj4ecrlcPAd69eqFoKAg+Pj4IDAwEHv37sX48ePh5OQEALhz5w5OnDhh8SaOUX5+vvg5q0pYWBi0Wi0qKysxZMgQyOVy6HQ6hIaGikOejSIiIvDyyy9jxYoVaNKkCUaOHGk2IqK8vBy5ublwdnau9rhVKSoqQl5eHpydncURMzdu3ECfPn2we/duvPPOO7XeZ1Xu3LmDhQsXYt26deLrXh0/Pz8kJibCYDBAKpXi6tWrOHXqVJXz0gVBQH5+PnJycsQe6GcZ8O/cuYMPPvgAx44dg5eXF6Kjo9GnTx94eHjAycnJ5G+UIAi4du0atm3bhjfeeEPsJZdKpWjRogVCQ0MxevRoXLhwATt37sSUKVNQt25dTJgwAf3793/qUyyIiAH9mZJIJPjnP/+J1q1bQ6/XY8OGDRg/fjzatWv3vJtGZKZx48bi0M0jR45g2LBhqFOnDtq3b2+yXWxsbK33nZ2djYSEBLMqyQ+yt7eHn5+fGKqkUinWrVuHUaNGiQV5vL29MWTIEAAwKQolCAL0en2tLxRsbGzg6+srBgXjBWpVQxsfl7+/P1avXo1ly5bhzJkzWLNmDWbPno06depg8ODBNdqHIAg4fvw4Fi5ciHPnzok3I4xzymsqMTERhYWFZsHMxcVFDBdt2rSBvb09vvvuO0RHRyMpKQktW7YUA39qair++OMPvPXWW3jrrbdM9tOzZ0+UlZUhLS0NxcXF6Nixo8mFe23mMRp7Onv16iU+TqlUwt/fXyxI9iBnZ+dqK0UbRwRUFwzr1auHVq1aIT09Hd26dTMJ6EqlEoIgoEWLFvj888/h6+uLlJQUcbj7w4xD041DlsvKyhATE1PtczZWDDeGBE9PT0yaNAlz585FbGwsdDodXFxcMGDAAKhUKmzevBm5ubli1fhNmzZBIpFgz549+PTTT6tcxkwikUAulz+y0FVoaCgkEglCQ0Mxd+5c3Lx5E2vWrIGnp6dZESlHR0eMHz8eK1euRP/+/S2+JgaDAYIgPNYwWYPBgMTERNy4cQNvvvmmON3CyPj/jwr+UqkUMpkMer0eb7/9NiIiItCxY0esWrUKcrkcUqkUOp0OAwYMwNChQ7FgwQIAwIABA9CjRw9s2LABb7/9tsV9P3hD5F//+le1VejVajXmzp1rEtD79u2LCxcu4JNPPkFJSQkEQcAXX3yBwMBAnD17VuzNXr58OSZMmAAXFxdcu3YNixcvrnKVCWO7HjViYfz48eLoljlz5kClUmHLli2orKw06x2Xy+UYNWoU4uLiEB0dXeUNW4PBUO37kZOTI36XyeVyuLu7izcnFQoF1Go1WrVqJf5tatOmDerXr/9Ul2wTBAHz589HREQE+vfvb1aAztJ3xsNTEU6dOoX33nuv2pvExr83xu+y7Ozspz4KwOj06dP4/PPP8corr+Af//gHfHx8xBFbD9NqtViyZAmCgoIwdOhQk5ukEokEtra2sLGxgZ+fH/r27Ytvv/0W48ePx9atW9GmTRsGdKJngAH9GWvevDneeOMNrFu3DoIgYNKkSTh9+jTn8JBVe+GFFyCTybB//36zgP44QkJC8P3339f6ca6urti/f7/Jz/bu3Yvly5fj7t274s8qKiqQn5+P5s2bA/i/C/QHL971er1ZpWdjsDfSarWQSCSP1dtTE0qlEh06dECTJk2QlZWFHTt21DignzhxAn369MH48eMRGxsLV1dXHD16FPPnz69V5WiVSiVWpX6QsVgccH9+fNOmTbF371688MILuHv3LkJDQ8ULS4VCAR8fH8yfPx8dO3Y02Y+9vT3s7OzEXvInWefa2IvzcIjUarUWg769vX21YUCpVEKtVqO0tLTaoL5mzRrk5+ebFbzz9/fHr7/+iqKiIvFcO3r0KORyucXRCvfu3YOtra04XN/FxaXWozwkEglatWqFQ4cOmfxcEAScOXMGe/bswcSJE9G8eXOMHz8e+/btw4ABA7BkyRIsWbKkVseqjrEXDrj/OowbNw4dOnQwm4Nr/NtW1WtrPD/y8/MfebPkYRqNBps2bYKTkxMyMjJw9+5dnDt3DpWVlThz5gz8/PzEAoTVUavVcHV1xb179yCXy9G3b18UFhYiJycHLi4usLW1xc8//4zU1FSTaT7NmzeHSqXCqVOnzAK6VqtFaWmpSVB9nOXPXFxcsHjxYpOCksD9Yovbt2+Hu7s74uLiMHz4cMTGxmL58uXo1asXzp8/X+tjWRIfHw+ZTIZevXohICAAnTt3xsiRI7Fo0SIsXbrU5NrF+P9VXc8olUq4uLigqKioyhtBS5cuxa5duwDcvzm2YMECcYqAcerSw7VQ7O3tn+h75WGJiYk4dOgQ5syZg0OHDkGr1SItLQ25ubk4cuQIOnfubPZdkJWVBQ8PD/G5jx071mTKR00kJCRgx44dT+15POiFF15AfHw8du/ejX79+qFjx44YOnQo6tevD3d3d6jVavEG4u7du3Hu3Dl8/PHHZqMH9Ho9CgoKkJGRgSNHjuDrr79GZmYmIiMjMW7cOIvFNonoyTGg/wk++OAD7Nq1C7m5uTh79iw+//xzjBs37nk3iwjA/Z5ojUZjUkTn1q1b0Gg0FofHXr58GRUVFQgODn4mS249SrNmzaBSqfDbb78hOjoaUqkUSUlJKC8vR9euXQFAHDKenZ0t9mBmZ2cjPz/fZF8lJSVITU0VhymeOXMGCoUCQUFBtWqTsUfO0kVjZWWlOKT3QcaCbQ+Sy+XQ6/UWX/cTJ05ALpdjyZIlsLe3h16vx549eyxuq1Aoqlxyrl27drh37x78/PxMwkRpaalJT0jPnj0xc+ZMJCUliT2oRgEBAbCzs0N5eTlCQ0PFnlKDwYCKigrIZDLUq1cPbm5uOHjwIEaMGCHe9KisrIRCoTAJUTKZDJWVlWY3GmxsbFC3bl2cO3dOHJJsfM9qUyTKyN7eHp6ensjOzoZOp6tyZY2HewuNOnTogE8//RSXL19G/fr1IQgCDh8+DBcXF4uPuXr1Ktzd3Z/JRWxhYSF27NgBOzs7DB06VKxEvn79erRo0QK+vr5P/ZhGUVFRaNasGeLj49GqVatazUX19vaGl5cXbty4IX7uakoikcDHxwdnz57FsmXLANy/CVJaWootW7bA2dkZ9evXB/B/86ivXr1qMj0DuB+Cg4ODcenSJRQWFsLOzg7FxcW4dOkS2rdvDxcXF3HZvYyMDPFxxvPmwR5Go+TkZEil0sc6Lx9Fr9fj5MmTOHbsGKZPn45mzZph4cKFmD17Nl588cWnuszawwIDAzFo0CAsWbIE48aNM6vSXh07OztxtEtpaam4esaDJk6ciGHDhgG4f/PwwWkpKpUKQUFBSEtLg0ajgY2NDUpKSpCenm42fcJgMOC3336Dvb09goODLb5H1Wnbti12794t7uvGjRsoLy/HypUrUbduXZPvb+Oyk4MGDarVMf5MLi4ueOedd/Daa6/hxx9/xIEDBzBz5kx4enqiT58+GDRoEPz8/HD9+nXMmTMHI0eOxAsvvGCyD61Wi59++gk7duzApUuX4OzsjL59+6J///5o3LgxO5qIniEG9D+Bq6srFi5ciEmTJgEA5s6dW+NeM6Jn7d69e1i0aBFatmwJd3d3kwv/h/9gA8BHH32ErKwsxMbGir2If6a6devi5Zdfxp49e8RlvTZs2IA6deqgf//+AO5Xgvb19cVXX32F0NBQlJeXY8eOHWY96CUlJdi3bx98fX2hUqmwbNkyREREiEWg8vPzUVBQAIPBAI1Gg8LCQty8eRNSqRR169YVe3GdnZ3h4uKCI0eOICIiAk5OTnBzc4Obmxvy8/OxePFiBAcHo2HDhuLavlevXjXrxTYWkdy+fTvat28POzs7eHl5wcbGBsHBwdDr9di6dSvCwsJw7do1HD582GLPVEBAAHbu3Ikff/wR3t7ecHFxgbu7O2QyGSZPnoyJEyciPj4evXv3hlKpxO3bt3HlyhXEx8eL++jRowdKS0uxZs0aBAYGmiwr5ezsjJdeegnbtm2DnZ0dGjdujLKyMiQnJ8PHxwdDhgyBu7s7Ro4ciYULF2LFihVo164ddDodLly4gDfeeEOcP2t8mC7oGAAAIABJREFU3unp6Thy5AiCgoJgb28PHx8fyOVyjBw5Em+99RZWr16Ntm3b4uzZszh//jzmzp1b63PHxcUFzZo1Q3JyMgoKCiwGhuq0bNkS9evXx8aNG6FQKHD37l1xPrClfZ05cwYRERFmN2eelF6vxy+//IIffvgBkydPhp+fHyQSCSZOnIi//e1v+OabbzBu3LhnNhJErVYjJiYGr7/+Og4fPoyXXnqpxo/19vZGw4YNcfbsWeh0OrOREFeuXEFGRgYuXLiAsrIyJCUlQSqVIiIiAi4uLpg+fTrKysrE7Y8ePYq5c+ciJiYGffv2NQkNSUlJmDJlCubMmYNRo0aJP3d0dESnTp1w9OhRbNy4EV26dMH333+PvLw8dOnSBba2tmjatCl8fX2xadMmsWr9nj17YDAYxJEED/r222/h7u5usYDckyoqKsInn3yCJk2aoEePHpDL5Rg8eDC2b9+OdevWITw8XFw54VkYOnQo1qxZg5UrV2LdunU1DmZKpRINGzYUOyj8/f3NRjcEBAQgICDA4uPVajUGDhyIbdu2YePGjQgJCcHhw4dRXFyMyMhIk231ej2mT5+OsLAw/OMf/zAZ0aLVapGamoq0tDSkpKSI04U8PDzQoEEDhIaGYtWqVeLfB61Wi/fffx9paWlISEgwmzaTnJws1nywdm5ubhg8eDD69euH8+fP49SpU0hOTkZKSgrc3NzwwQcfoLS0FI0aNcKxY8dMHhscHIzTp0/Dzs4OM2bMQPv27eHt7f1MChMSkSkG9D/JW2+9hX//+984f/48srOzH2seL9GzIJfLkZaWhlOnTqGsrAxyuRze3t5ISEhAp06dzLa/c+cO0tLSTC6S/0wSiQQLFy5EXFwcli9fjtLSUuh0Oqxbt06sMmxnZ4fXX38dsbGxmD59Oho2bIigoCDcunXLZF+urq7w8/PDxx9/jOzsbNSpUwdxcXHiyICvvvoKGzduhEajQXJyMq5fv46rV6/CxsYGO3bsEC8CXV1dMWzYMHz44YeYMGECbG1txSGPtra2sLOzw7Zt21BaWorKykrY29tj3Lhx4nx6o9atW+Pll1/G6tWrsXbtWgQHB2Pu3Llo2rQpevXqhcmTJ+Pjjz+GUqlEUFAQOnbsaHFN39dffx2JiYmYNm0aZDIZXn75ZUyaNAn29vbo0qWLWAX9yJEjkMlkcHFxQZs2bUz24e/vj2bNmuHSpUtma3wrFApMmjQJarUaGzduRFlZGdRqNerVq4fRo0eL79PYsWOhVCqxfft27NixA2q1Gk2bNjXrKe/bty9OnjyJefPmQSaToXXr1li0aBHc3d0xaNAg3L17Fzt27MDmzZuhUqkwevTox+q9srOzQ9u2bbFmzRpkZGTUOqA7OjoiNjYWK1aswOzZsyGRSPDqq69i8uTJZtumpqbi1q1bmDVr1mNVK69OWVkZEhIS0KhRI/Tp00cM4uHh4ejbty+2b9+OLl26mFVqfpp69+6NkJAQbN68Gd27dze54VIdtVqNLl26YOHChcjPzzdb2WTTpk3YtWsXNBoNsrOzsXr1atja2mL9+vXo2rWr2WiEq1evQiaToU6dOiY3QozL7F27ds2sKrpUKkWPHj2Qnp6OrVu3Ytu2bXBwcMCUKVPEJfm8vb3xr3/9C5988gkWLVok1rhYunSp2Y1LvV6PTZs2oVevXjUqMFZbGzZswM2bN/HOO++I3zkqlQrTp0/H+PHjsX//fowZM+apn2dGfn5+ePXVV7F+/XokJiaiVatWNX6scUmys2fPolmzZrWqQaFQKPDKK68gNzcX69evR2VlJZRKJf7xj3+YTa0QBAE3btyAk5OT2Y1YjUaDHTt24IsvvkB+fj4MBgNiYmLg7e2NOXPmICoqyuQmQUVFBRwdHWFra4vAwECzgp179+6Fv7+/OGLrr8DGxgbt2rVDq1atkJOTA1tbW+Tm5uLEiRMoKSkR6yw8KCEhAWPGjIGtrS0cHR0ZzIn+RBIAJldK06ZNw6pVq55Tc6o3efJkJCQkAADmzJmDDz744In3GR8fL/bEjBo1Cl988UWNH9u/f38cOHAAwP3hpw/PxXzYTz/9hG7dukEQBMjlcrRs2RK//vorAGDXrl3sVX9Gevfuje+//x7x8fFmPZYEcQ3wiooKsUKzSqWCo6OjxYupe/fuQa/Xw9nZudbDCJ8WY2G0kpISHDp0CLGxsWIgN9LpdCgsLER5eTmUSiVsbGxQVlYGR0dHqNVqaLVacY5weXk5dDodbGxs4OzsLPYQFRUVobi42CxQSiQSeHl5mbw+lZWV4utorFDu6OgIQRBQVlYm3kgQBAEKhQIODg7iPMAHn1dpaSmKi4uh1+shl8vh4uIivs7GiuAGgwFqtRoqlQqFhYVmbTEYDMjPz0d5eTkEQYCdnR2cnJwglUohCAJ0Oh2KiorEIfYKhUK8kfCgnJwcVFZWwsnJyWwYsyAI0Gg0KC4uhk6nE88be3t7k55b4+tSWVkJqVQqzsl+sBfOWFG8rKwMBoMBKpVKXGYPuF8NurCwUOxxNc5LffC1Ky4uRmlpKby8vKq9kExPT8fUqVPRu3dvjB07VpxWUFRUBIlEAkdHR5O2GV8nV1dXSKVS8fOi0WgglUrh6OhosUjStGnTcPPmTezateupf06MUzbUajWcnJxMai6UlpaipKTE5Lx5Unfv3oVMJjMrCnfv3j0IgmDyXpWUlIhTOqrqwS8qKsLgwYPRp08fs6J5eXl5Fm/+GefNPkyj0SA/Px+urq4mvxcEQawi7uTkZLYOtiAIqKioQFFRkRj8jCsgGBnfa+Nwd+M2Dz+vI0eOICoqChcuXKi2SOHjKigoEM/BB6dl6HQ65OTkwM7ODg4ODk8lQBm/8x7+TiktLUVBQQHc3NzE11mn0yErK8vi62uk1+uxevVqHDt2DFu2bKl1QTHj6CXjd6JCobBYFV4QBGRmZorz3h+8WWH8fnm4mKZUKoWzs7NZABcEAQUFBdDpdHBzczP5PsjLy0Pfvn0xbtw4jB8/vlbP5WHGOeg//fTTE+3ncRnPn6pWenBzczOb/09Ez0ZkZCQOHjwo/ps96H+iLl26YNiwYdi2bRt0Op0YzomeJ6lUanE5tao8fJH+PDy4RNfo0aOh0Whw8OBBk3nUcrncbGjxgyHTWOgMQJW9f46OjjWeZ69UKi32yEokEtjZ2dXowlQikcDe3r7KOb2W9mNp2weXh7N0DIVCUaNh19X1MBur+1paDu5BVb0uD7fX2dm5yiW/jDUFqmM8Hx7F19cXL730Evbv34/hw4eLS9tV9Rl4+P2XyWSPXGIwOzsb27Ztw+7du5/JTSypVGpxSPOjzp/HZakAHmD5u6Amx3d0dMSkSZMwb948TJw40SQEuLq61moJRxsbG4shwrj0onFUjaXfP+q8qsl3oyAI2LhxI2bMmPFMwjmAKj8XcrncbATCk6rqO8/Sd49cLq/y9TWSyWQYPnw49u7di8TERHGEQk1JpdIafX9KJJIqaz086vvF0r6qet8PHjwIDw+PWheEs0bP4vwhoqeDAf1Ptnz5cuzbt69WyyIRUfUmTJiACRMmcAge1cjIkSMxcuTIZ7Z/T09PZGVlPbP9/zcYOHAgBg4c+Lyb8cQkEkmtRt79L6pTpw5++OGH592Mp2LEiBEYMWLE824GEf2XYwnGP5mvry/mzJnzvJtB9F+lqvVdiYiIrJG/vz/atWv3vJtBRFaIAf05iImJQcOGDZ93M4iIiIjoOejatSumT5/+vJtBRFboLzXEPSQkRFzv07jW6ZMKDAwU91nbircRERGorKwEUPUcMUuUSiU+/PBDLF++XPzZs6j8SkRERETWpzY1Tojof8tfKqBPmjRJXEv8aRk+fDiGDx/+WI+Ni4t77OP26dMHffr0eezHExERERER0X8XDnEnIiIiIiIisgIM6ERERERERERWgAGdiIiIiIiIyAowoBMRERERERFZAQZ0IiIiIiIiIivAgE5ERERERERkBRjQiYiIiIiIiKwAAzoRERERERGRFWBAJyIiIiIiIrICDOhEREREREREVoABnYiIiIiIiMgKMKATERERERERWQEGdCIiIiIiIiIrwIBOREREREREZAUY0ImIiIiIiIisAAM6ERERERERkRVgQCciIiIiIiKyAgzoRERERERERFaAAZ2IiIiIiIjICjCgExEREREREVkBBnQiIiIiIiIiK8CATkRERERERGQFGNCJiIiIiIiIrAADOhEREREREZEVYEAnIiIiIiIisgIM6ERERERERERWgAGdiIiIiIiIyAowoBMRERERERFZAQZ0IiIiIiIiIivAgE5ERERERERkBRjQiYiIiIiIiKwAAzoRERERERGRFWBAJyIiIiIiIrICDOhEREREREREVoABnYiIiIiIiMgKMKATERERERERWQEGdCIiIiIiIiIrwIBOREREREREZAUY0ImIiIiIiIisAAM6ERERERERkRVgQCciIiIiIiKyAgzoRERERERERFaAAZ2IiIiIiIjICjCgExEREREREVkBBnQiIiIiIiIiK8CATkRERERERGQFGNCJiIiIiIiIrAADOhEREREREZEVYEAnIiIiIiIisgIM6ERERERERERWgAGdiIiIiIiIyAowoBMRERERERFZAQZ0IiIiIiIiIivAgE5ERERERERkBRjQiYiIiIiIiKwAAzoRERERERGRFWBAJyIiIiIiIrICDOhEREREREREVoABnYiIiIiIiMgKMKATERERERERWQEGdCIiIiIiIiIrwIBOREREREREZAUY0ImIiIiIiIisAAM6ERERERERkRVgQCciIiIiIiKyAgzoRERERERERFaAAZ2IiIiIiIjICjCgExEREREREVkBBnQiIiIiIiIiK8CATkRERERERGQFGNCJiIiIiIiIrAADOhEREREREZEVYEAnIiIiIiIisgIM6ERERERERERWgAGdiIiIiIiIyAowoBMRERERERFZAQZ0IiIiIiIiIivAgE5ERERERERkBRjQiYiIiIiIiKwAAzoRERERERGRFWBAJyIiIiIiIrICDOhEREREREREVoABnYiIiIiIiMgKMKATERERERERWQEGdCIiIiIiIiIrwIBOREREREREZAUY0ImIiIiIiIisAAM6ERERERERkRVgQCciIiIiIiKyAgzoRERERERERFaAAZ2IiIiIiIjICjCgExEREREREVkBBnQiIiIiIiIiK8CATkRERERERGQFGNCJiIiIiIiIrAADOhEREREREZEVYEAnIiIiIiIisgIM6ERERERERERWgAGdiIiIiIiIyAowoBMRERERERFZAQZ0IiIiIiIiIivAgE5ERERERERkBRjQiYiIiIiIiKwAAzoREREREf0/9u47vIoyffz/+5T0XkiBFCAJgYQaegmyoqAUkSa4ICIKKIoKsjYUKQsuSFsRRUREBVG69KUEFJASJEAgtFRICCEJ6eXktO8f/M78OCSEsILEz96v6+K6YM6cZ56ZMzM891OFELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQQghRC0iALoQQQgghhBBC1AISoAshhBBCCCGEELWABOhCCCGEEEIIIUQtIAG6EEIIIYQQ4n9GaWkpp0+fJjs7+2FnRYhKJEAXQgghhBBC/M/IzMxk+vTpHDly5GFnRYhKJEAXQtQaOTk5rFq1irNnz2I2m6vdt6ysjC1btrBv3z4MBsOflEPxoBgMBpYtW8bFixcfSPoFBQVs3LiRhISEu95b/6tycnL44YcfyMjIeNhZ+UPMZjNHjhxh27Zt6PX6h50dIYQQ4p5oH3YGhBBVM5vNHD58mPXr15OXl0fz5s0ZOHAggYGBDztrVTKZTJw4cYJNmzZx5coVAgICGDBgAFFRUahUqhqlcf36dZYuXcqYMWNo0qRJtd8rLS1lzZo1+Pn50aFDB7Tayq+z33//ncLCQv72t79V+qyiooKjR4+ybds2srKycHNzo2XLljzxxBP4+flZ7btr1y4aNGhAWFhYjc7jdmazmaysLBISEmjVqhUeHh739P3Y2Fg+/fRT3nrrLVq2bKlsNxgMjB07lkcffZRhw4b9V3m7k7S0NM6dO0fXrl1xdHS8r2lXZceOHSxatIhHH31U2fbpp59y9OhR+vTpw7PPPgvAxYsX+eSTTwCYPXs2np6eFBQUsH79eg4dOoSDgwM9e/akR48e2NnZKWmZzWaOHj1KbGws77zzDm5ubg/8nB6UoqIifvrpJ2JiYgCwtbUlKCiIHj16KM/Cd999R0xMDJ988gl16tRRvnvmzBnmzZvH888/T7du3azSXbduHXv37rX6DUwmEwkJCcTExHD+/HkKCgqYM2cO9erVs/ruwYMHOXbsGOfPn8fZ2Znnn3+eFi1a3PO5ZWZmsmzZMlJTUwkICODZZ5+lUaNGqNU32xOKi4vZs2cPv/76K/n5+QQHB9OvXz9atGhh9b4oKChgyZIlBAQE/Ff5EEIIIR4WaUEXopY6ePAgb7zxBvHx8bi5ufHtt98ye/ZssrKyHnbWqhQbG8tbb73FL7/8gru7O3v37mXSpEkcP378gRzPzc2N6dOn88Ybb1gFYrdauXIlc+bMqbTdZDIRExPD6NGjOXbsGI6OjmRlZTF//nwOHDhQaf9p06axd+/eP5TfM2fOMHv2bK5cuXLP3/Xx8WH16tXs3r3bant8fDxr1qyhoqLiD+WtKkeOHGHKlCnk5eXd97RvZzAYmDZtGr169aJ+/frK9kOHDrF+/Xq+/vprpSV0165drFu3jvXr11NWVoZOp2PhwoXMmjULR0dHCgoKeOedd9iwYQMmk0lJy9XVlS5duhAbG0tycvIDP6cHSafTERsby8mTJ3F3d8fFxYXdu3czZswY1q9fj9lspnnz5qxZs4bly5cr3zObzfzzn//k0KFDNGrUyCpNvV7PV199Rffu3fH19VW2G41G1qxZw8KFC9m/fz8bNmygsLCwUp5mz57NokWLOHnyJFu2bOHq1av3fF5FRUUMHjyYNWvW4OjoSExMDK+88gq5ubkAlJeX8+233/Lee+9RWFhIUFAQMTExvP766/z2229WaTVt2hQnJydiYmKkFV0IIcRfigToQtRCFRUVrFy5EpPJxObNm5k3bx7Tp09n+/btnDhxotZ10S0tLWX79u0UFxezbNky/v3vf7N+/XqysrJYv369EkCaTCaroMlsNmMymao8H8u+t39u+Y5arSY4OJi6detatZxZPjeZTBQUFJCXl1cpLb1ez6effkrr1q3ZsGEDixcvZvXq1fz222907NixUjq5ubmUlpZWyo/ZbLbar6r8WraVl5dz48YNKioqKl2H2493ezrBwcE0bdqUAwcOWKW9Z88ebG1t6dq16x3zY9lW02NZ/l1WVkZubi4Gg6Ha3+FO533771vdfr/++itnz55lxIgRSkupRfPmzSkuLubUqVPo9Xp27dpFly5dlM8tvTYmTJjAwoULWbRoEV27dmXt2rWkp6cr+6nVaiIjI7Gzs+PIkSMPNGizXPNb/zwIrVu3ZurUqSxatIiNGzfi5eXFzz//TGZmJi1btuSVV15hxYoVJCcnYzabiYmJYceOHXzwwQfUrVvXKq3Nmzdz48YNnnzySavnSaPR8Prrr3Pu3DmmTp2Kp6dnlXlZsmQJycnJzJs3778+n2+//ZbffvuNZcuWsWjRIj755BOuX7/O6tWrgZut65s3b6Zv377Mnz+fqVOnsmLFCtLS0qwq1lQqFT4+PnTs2JH9+/f/V5UFQgghxMMiAboQtVBKSgqXLl3i6aefxsbGBrVaTVhYGPXr1+fUqVPodDplX6PRyJUrVzh9+vRDG4udk5PDiRMniI6OVlrfXF1defTRR0lISFAKyI0aNeKtt95Svnf+/Hl8fX3ZuHGjVXqnT5/m6aefJiwsjEceeYQNGzYo52w0Gnnttddo2LAhbm5uvPPOO5SXlyvfLSoq4rXXXiMsLIx169Zx8uRJwsLCCAsL4/3336e4uBiz2cz169cJDAzE2dlZ+a6zszMBAQEAHD16lK5duxIWFkZycjKzZs1S0vnll1+UY3355Zd0796dxo0b07hxYwYNGsRvv/2G0WgEYO7cuTRq1IjRo0cTHx+vnNetXdV1Oh179+5l0KBBhIeHExERwbhx47hw4YISyA8YMICkpCRlfLDJZGLPnj2Eh4cTEhICQH5+PgsXLqRDhw6EhobSqVMnvvjiCwoLC5UgUa/X89tvvzFixAgiIiJo0qQJAwcOVAKcmTNn0qRJE95++20uX76sXINBgwYpLZl6vZ5ffvmFAQMGEBYWRpMmTRgzZowSCFr8/vvvBAYGMm/ePIYPH06zZs1o2bJlpd97586d1K1blyZNmlS6tzQaDV26dOHAgQOcPn0avV5P+/btlc8vXrxIaWkp0dHRaDQaXF1d6d69OxcuXKjUWyEgIICQkBD27t1r9QzdL2azmdzcXA4dOsSMGTOYPHkyGzduJCMjQ7kfHhRHR0datGjBjRs3KCkpAeD999/HxsaGFStWkJeXxxdffEFUVFSVwyFWrVpFSEgIwcHBVtvVajXe3t537KViUa9evRoPZamK2Wxm586dNGrUSPl9W7duTUhICJs3b7ba11LhpdPpKCgowN3dHXd3d6t9bGxsCA0NJTMzk6tXr9a6Sk0hhBDiTmQMuhC1UE5ODjdu3KBRo0YkJydz7tw5QkND8fPzIzU1FZ1Oh729PQAlJSV8+OGHfP/992RmZuLj4/On57e0tJSMjAyio6OV8co2NjYEBwfz+++/k5+ff0/p/fTTT7zxxhu8/PLLbNq0iQULFhAcHEzr1q3RaDS8//77PPfcc3z88ceVvuvk5MT777/P+PHj+eCDD0hMTOTHH38EbnaLd3R0xGg0EhkZycGDB9m4cSMREREEBwdbBevNmjXjm2++wWAw0Lt3b5555hmef/55AGUeAL1ej8FgoG/fvjRp0gSDwcDKlSv54IMPWL58OQ0aNGDkyJH06dOHAwcO8NlnnzF16lQiIiKUlmKz2cyxY8eYNm0azZo1Y/To0RQVFfH999+zYMECZsyYgY+PD/369WP58uXExcUREBBAdnY2p0+f5vXXXwduTpr3+eefs2HDBkaOHEl4eDhxcXF8++23eHl5MXDgQDQaDefPn+e9997D29ubKVOm4OHhwcWLF5WhE6NHj2bQoEFs2rSJL774gm+++QZ/f3/s7e1xd3fHbDaTmprKjBkz8PDwYM6cOZSVlTFv3jylNffWYOnGjRvs2rWL/v3788Ybb5CZmWn1udFo5NSpU0RFRVV5L6hUKqKjo1m/fj06nU7pumz5bnZ2Nm5ubtjZ2bFt2zY8PDzw8vLCYDBQUFBglZblnvzll18eSAt6YmIi8+bNY/ny5Ur6NjY2PPbYY0yZMoUOHTrc1+Pp9XpKSkooKCjg0qVLnD17lvr16+Pq6gqAu7s7r7zyCj/88AM6nY5Lly6xaNEiNBqNVToGg4FDhw4xfPjw+5q/e1FRUUFKSopSyXDkyBHludy0aRMA3t7edO/endWrV2M2m6lXrx7Hjx+nffv29OjRo1KaPj4+qFQqJUD/IxUIQgghxJ9FAnQhaqGysjLKy8txdXVl9erVfPXVVyxYsAAHBweKioqsWuMsXb1btWpV5URp1Tl//vxdZ2wOCwsjICBACSiNRiPp6emkpqZiMBhQq9Wo1WpKSkpwcHBQ8qBWq3FycqKsrOyex0g/9thjvPbaa2i1Wvz9/Xnttdc4deoULVq0wMbGhoCAABwcHKqc6Euj0Sit4O7u7jg4OFRqmVWpVIwbN4558+YxY8YMPD09CQ8P59FHH+Wpp57CwcEBJycnZVI4W1tbfH19K6Xj7u7OSy+9hJ2dHSqVCoPBQEBAAH//+985d+4cDRo0wMfHhzp16pCamoq9vT0NGjSwSqekpITdu3fj5ubGpEmTCAwMxGw2Y2Njw/z580lKSsLHx4fGjRvj7e3NyZMn6du3L8eOHaOsrIw+ffoAkJSUxI4dOxgxYgRjx45FpVLRpk0bUlNTiYmJ4YknnsDZ2Zk9e/ZQVlbGu+++S9u2bVGpVPTs2VNpUfbz88PPz49jx45hY2NDWFiY1cSEJpOJs2fPcv36dd577z26d++OSqVCpVIxc+ZMTp8+rXS5B9BqtXTt2pXRo0dXeX8WFxdz48YNIiMjq7wXVCoVTZo0oaCggA0bNjBhwgSlwsdgMFBSUoKjoyNlZWWMHTuWiIgIPvzwQ8xmc5X3nZeXl9J133L9z507VymYv12nTp1wcHBQ/m02m7lw4YKEP4ieAAAgAElEQVQS/KnValatWsWqVausgn+9Xs+OHTvIz8/n22+/5fLly3c8hqVl2M7OrlIQbaFWq3FxcQFudu//6KOPsLW1JT09HUdHR5599lm8vb2VfXv37s1//vMfli5dyvPPP0+bNm0qpZmfn09eXl6lbu9/ptLSUvR6PZ6eniQkJDB69Gg++ugjXFxclN/bxcWFnj17cuzYMRISErh27RqXLl3iscceUyptbuXs7IyzszNXr15V3pmpqamkpKRUmxeDwVDtu9RgMGAwGJRK0qoYjUZMJhM2NjZ33Een06FWq6vdR6/XV/u55Z6xt7evNDzEwjLM4k6fw83x/Wq1Gltb2zvuU5N0ioqKlPvzTmkYjUbl/43/Nh2j0YhKpao2DYPBQEVFRbWTXJpMJuX9daf8lpWVVftMWo5V3T2j1+sxGo1yz1Thz7pnKioqKCwsVN79WVlZSq8wIWobCdCFqIUsBQaz2cyTTz6Js7Mz4eHh7Nixo1JBwsHBgRdffJEBAwYoLWc1tXbtWtauXVvtPpMmTWLo0KHY2tpatfZauq1bjm/J7+3jlDUaTbX/qVYlKioKtVqNSqWiTp061K1bl7S0NCoqKqoteNSUWq2mdevWzJ07l0uXLpGQkMCuXbt49913KSwsZPTo0TVKR6VSkZSUxNq1azl79izFxcWUlZVRWlpKUVFRjdIoLCwkMTGRU6dOMXr0aOX88vLyuHbtmjIhl1arpX379pw7d46ioiKOHDlCUFAQjRs3BuDKlStkZmaycuVKduzYAdy8/omJiYSHh1NRUYHRaCQuLo4GDRrQqFEj5V5Sq9VWwWd1TCYTSUlJeHt7W3Vrbt++PcXFxVbjvuFmkNSyZcs7Fl4tY/KrK7h6e3sTEBBAamoq4eHhysSDtz4nDg4OvPvuu8oM/HcqdGu1WmVcPdwspC1atIi4uLhqz3v79u1KxQ/Ahg0bmDt3LsXFxahUKlxdXUlJSbEabnGrw4cPs2LFCrZs2XLHY1gqFWxtbe8YMNja2jJ48GAA7O3t8fb2Vn7nXr160b59eyWQUKlU+Pv78/jjjxMbG0vfvn2rvM6WPN+tG/uDZDlfk8lE/fr1mTx5Mh06dCAlJUV5f+Tl5bFp0yaaNGnCs88+i7u7OydPnmTy5Mk0bNiQUaNGWQVRGo0GrVaLTqfDbDZjMBjYuXMnS5YsqTYvzs7OFBcX3/HzmgQdlrkWqgvqasLe3v6O95QlL3e7Z9RqNW5ubtVO+FhRUYFara42yNRqtWi12mrzYzQa73rOlmCruh4Nd+vxoNVqlcCtuuMYDIZq72s3NzeKi4vvmI7l+lqGmt2J3DNVq033jEajwdHRUTlWeXk5paWl1R5XiIdFAnQhaiFHR0ccHBy4ceMGPXv2pFmzZuTm5lJcXEydOnUqFUKDgoIICgq65+OMHz+eUaNGVbuPm5ubEjQWFhaybt06GjRowMKFC3FxcUGlUpGTk4OLiwslJSUYDAY0Gg0mk4mioiIcHBzuWEC60wRxt+5vKWTr9fr7Oo5Uq9USFBREYGAg0dHRDB8+nFGjRrFu3TqGDh1abU28RWJiIq+++iqOjo489dRT+Pv7c+PGDWbNmlXjvJpMJnQ6HR07dmTQoEFWAZSNjY0yVl2tVtO9e3fmzZvHpUuX+P3333n00UeV38ZgMKBSqfj73/+ujEm3qFOnjlJ5U1ZWhq2tbbWtHtUxm83odDql4GVhqcC5fR4ErVZbaXzwrZycnNBqtdUOg3B3d2fMmDE8+eSThIaGKgG6VqvFxcVFCZLHjBmDWq1m//79QNUBZ1lZGfb29kreAwMDmTt37l17edw6s3leXh6fffYZvXr14oUXXkClUrFr1y6mTJlSbRpms1mpPKlun+oKmSqVCp1Ox7/+9S8iIyN588038fLy4sknn1RWUXjqqaeU/W1sbJSZ3l1cXKoMECw9Uaqanf3P4uzsjJ2dHdevX6du3bq89NJLyn3h5eUF3KyE2rp1K2+++aayDKOtrS0NGzbk999/Z/DgwVb3WkVFBTqdTnlPabVahg8fTr9+/arNi1qtrjSJ48NiqYCqTk2679+vc6pJfu6Hux2npvm427WpyXX5M6/v/SD3zJ0/vzXIT01NZdasWQ88X0L8NyRAF6IW8vPzo06dOsTHxzN06FDs7Oy4ceMGGRkZdOzY0SqIswRMBoMBJyenexpnWdXkStUpLi4mMzOTp556Smm5teShfv36pKamUlxcjJ2dnTLmNSAgQOly6+rqSklJiVI4uH79epUtF1euXFFaHIqLi8nLy8PX1/eeW8/VarWSzu0zvVtq7S2FfBsbGyIjI4mJiaGwsNAqQK+qoGI2m0lJSaGgoIBZs2bRqVMnAE6dOlVlrbzl+LcXIBwcHPDz86O0tJRu3bpRp04dq94Ilu+pVCrCw8NRqVTs3LmTa9euMWnSJCUdDw8PHB0dCQkJoW/fvlbHs6RjMBioX78+p0+fJisri/r161sd69bgzfL3289brVbj7+9PQUEBBQUFStrp6elotdpKa7xX130UblZGBQQEcOnSpTvuo1aradGiRaX1rNVqNX5+fhQWFlJYWIiNjQ0mk4nMzEzs7OwqzThuNpu5du0afn5+SoBuY2NjtU54TSQmJpKbm8trr72mnK+/v/9deyH4+PhUWj/8v5GTkwPcrKCwt7fHycmJNm3a0Lx5czZt2kSnTp2UZ64mXFxcqF+//p+y/Jxer6eiogKtVmtVgaLVamnSpAmHDx/GZDJha2tLaWkpycnJNGvWDLhZuZKdnV3pGbJUct1eOZSfn09BQQHBwcFotVqlp8O99jQSQvzfU1xcfF965AnxIMgs7kLUQgEBAURFRbFjxw7i4+O5cuUK+/bto7CwkKioKKuCbWlpKZ9++in9+/e/6zjaP8poNFJRUVGpZdLLy4uOHTty7Ngxjhw5wpUrVzh+/DhHjhyhdevWSgDUtGlT4uLiOH/+PElJSWzZsoWysrJKx9myZQtnz54lPT2dAwcOkJ2dTdOmTbG1tUWv15Ofn09hYaHSQmYJFm+f+KtevXrk5ORw6dIlcnNzlcoBo9HIunXrOHbsGCkpKaSlpXHy5Em2bdtGYGBgpcDO3d2d5ORkMjMzuXHjhnIcW1tbTCYTV65c4erVq1y8eJFPP/20ylZKd3d3SkpKSEpKIicnR+k66O7uTqdOnTh+/Di7du3i8uXLZGRkcO7cOWJjY626GHp4eBAYGMjWrVvRarU0b95c+axJkya0bt2axYsXc+rUKTIyMkhLSyM2Npbz588rYySfeOIJrly5wrp160hOTiY9PZ2EhATOnz9vld+6detSVlbG2bNnycnJobCwUFnernnz5pSWlrJnzx7S0tJISkriiy++oEGDBnccS16dzp07c/LkSWX28XsRGRmJv78/P/30E6mpqcTHx/Pzzz/TunXrSr1KiouLSU5OpmXLlv91DwK4GSje3uU1LCyMhg0b3rEywjK7/IPi5uZG//79OX78OCdOnLjnlq/evXtz8uTJSs+j2WymqKiItLQ0cnJyMBqNZGZmcvnyZateD7m5uVy+fJmsrCz0ej3Z2dmkpaVVSm/v3r0899xz/PDDD5XyMHDgQLKzs/nhhx9IS0vj559/5sqVKwwZMkQ5R19fX/bs2UN8fDwZGRnExsZy6tQpwsLCrOakMJlMZGRk4OjoiJ+fn0wQJ4QQ4i9DWtCFqIVsbGwYNmwYSUlJjB8/Hl9fXzIzM5Wlqm5lNBpJSEggJibmnidju1/s7e3p3bs38fHxfPzxx9SpU4dz587RokUL+vfvr7RWjhkzhtdff51x48ZRt25dq/Fgt/L09GTKlCnK5Fd9+vShRYsWqFQqkpOT+fzzzykvL+fUqVM4OTkxY8YMnJ2d+fvf/27VytqvXz+2bdvGxIkTCQwMpHPnzgwcOBCtVktsbCyLFy9Wus+mp6fj4+PDK6+8UqkltH///vz000+88847ODs78+qrrxIZGUloaCitWrViyZIlbNmyBYPBgKOjo9Vs8HCzFTkwMJCIiAi+/PJL9uzZg4uLC/PmzUOj0fD444+TnJzMkiVL2LBhA/b29hQVFREaGsqbb76pVBh4eHjQvHlzNm7cyKBBg6zy6eXlxcsvv8y8efN444038Pf3V9aCf+655wgJCVEmjhs1ahSbN2/m119/xdnZGb1eT//+/YmIiFDSa9OmDREREXzyySc0atSI0NBQXn75ZVxcXAgNDWXkyJFs3LiRI0eOUFFRQU5ODhMmTKB+/fr3fP/06tWLmTNnEhMTQ9++fe/pu40bN+aFF17gyy+/JDExkfLycoxGI6+88opVt3S42fJ95coVXn755T8UoFfVjbJ+/fo899xzJCUlkZiYaPWZl5cX48aNq/Ts3k8ajYaWLVtSr149tm7dSocOHe6ppfi5557j559/5sSJE3Tu3FnZbjabOXjwIIsXLyYzM5P8/HymT5+Op6cnAwcOVJZs++GHH9i1axe5ublkZ2ezePFi1qxZw5QpU2jXrp2S3tWrVzl48KDVvWbRt29fRo0axcKFC9m4cSPZ2dlER0fTq1cv4OZwhJdffpmvvvqKd999FxcXF1JSUoiOjqZfv35WrWElJSWcPHmSiIiI+9JrQQghhPizSIAuRC0VGRnJrFmzOH78OKWlpQQEBNC6detKXYjt7e0ZOXIknTt3rtG46QelUaNGfPTRR5w4cYKsrCzOnz+Pg4ODVZ46derEwoULSU1NxcPDg8aNGxMdHU2rVq2Am92EJ02aRHBwMOnp6Vy7do06derQtm1bpRXeyclJaaVt3bq1kraNjU2lgKRly5bMnz+f5ORkdDodgYGBypj2119/nXPnzpGdnY1er8fV1ZXIyEirrvsWL774IuHh4WRnZ2M0GpVzqlu3LlOmTCEuLo7CwkJ8fHyIiori0KFDVuucw81hCzNmzCAuLo6SkhKr8ds+Pj6MHz+e6OhoUlNTMZvNeHl5ER4ejr+/v7Kfvb09AwYMoE6dOjRv3rxSRUK7du2YPXs2J0+eJC8vDzs7O/z9/WnatKkSvLi5uTFmzBjat29PSkoKJpMJf39/q2tp2W/BggWcPn2a0tJS6tSpo+TZzc2NF198kVatWnH58mU0Gg2NGjVSJvezCA4O5l//+lelMfG3a9SoEU8//TQrVqygZ8+eSvA8evToKlvVo6OjWbBgAe7u7tja2jJkyBBCQ0NJTEzExsaGpk2bEhkZadVqajAYiIuLw9XVlZYtW/7hiZhup9FoGDBgAG5ubvz4448cP36ciooKIiIiePrppxk0aNB9O5azszPDhw/HYDBYPV9BQUFMnjyZvLw8q/urffv2TJ8+vdrKk5YtW9KmTRu2bdtG+/btrb5fv359q3HtlvMNDw9X/t2iRYsqx/zfXknSuXNn5s6dW+Wa946OjsyaNYsDBw6Qk5ODh4cH7du3V1rGnZyceOaZZ4iIiCA5OZnS0lK8vLxo2bKl1frtlqEMp0+fZtiwYZV6xAghhBC1nfnWP2+++aZZiP9LHn/8cTNg/vjjjx92Vv7y0tLSzAMHDjRv2LCh2v2MRqN5x44d5h49epj37t37J+VO/JWlpKSYmzZtao6JiXkg6WdkZJhHjhxp/vzzz806ne4PpbV//35zVFSUOT8/v9JnRqPRnJmZaT5z5oz51KlT5rS0NHN5ebnZZDL9oWP+Gfbt22fu2bOn+dSpUw87K3+I0Wg0f/nll+ahQ4eaMzMzH3Z2hBC1UGJionngwIHmzZs3P+ysCGHu2bOnVTwuLehCiPtOrVbz+OOPEx0d/VCXbhJ/HcHBwRw9evQPdT2vjp+fH59//nml2efvN8vEdZbl3v5KunbtSvv27R/Yb/BnUalUjBw5khEjRsj7RwghxF+OBOhCiBqzrJddkwBHo9Hg5OT0J+RK/F+gUqlwdHR8YOnfy1rvd6PVanF1df0/N/HY/bxGD5NlZQYhhLgTtVqNs7OzvCtErSSzuAshaszOzo4mTZooE6sJ8b/Iy8uLLl26PNCWeCGEEA+Ok5MT7dq1+0v2dhL/90mALoSosbKyMmUSOCH+V2VlZbF9+/ZKy/oJIYT4aygqKiImJobLly8/7KwIUYkE6EKIWiM9PZ2PPvqIgwcP3nUd56KiIhYtWsTKlSsf2vJy4v6pqKhg4sSJHDt27IGkf/36debPn8/BgwerXCZNwJUrV5g2bRoXL1582Fm5I7PZzJo1a1iyZAkGg+FhZ+cvbe7cuWzcuPFhZ6NaZ8+e5eOPP1ZWtxBCiP8FEqALUUtduHCB2bNn07t3b1q0aMHMmTMfdpaqZTQa2bt3L4MHD6Zly5YMHjyYffv23VOhqrCwkP3795OWlnbXfSsqKjh27BinTp3CaDRWuU9MTAzr1q2r8rPy8nJ+/vln+vfvT+vWrenRowf//Oc/qzz2Dz/8wMmTJ2t8Hrczm82kpaWxdu1asrOz7/n7e/bsoXnz5vz6669W2/V6Pe3atWPOnDn/dd7u5Pz583z//fcUFRXd97SrsmrVKvbt20fDhg2VbRMnTiQyMpL58+cr206ePEmHDh3o2LGj0pMjNzeX6dOn065dO/72t7/x9ddfU1ZWZpW+k5MTJSUl/PTTT9y4ceOBnMNXX31F586dyczMVLYZDAbeffddevbsiU6nuy/HycvLY+rUqURERBAREUFUVBRDhw5ly5YtSmXVxx9/TFRUFFevXrX67pEjR2jTpg0bNmyolO7333/PxYsXrbp8lpeX88033zB48GA6duxInz59+P777+9agXYrs9lMbGyskl/Ln86dO3P06FFlv6KiIj799FOeffZZWrVqxdtvv13l8+Lt7c2yZcv+J1q+zGYzBw4cUK5Z8+bN6dGjB7Nnz1bu40OHDtG1a9dKwXZRURE9e/Zk7NixldKNj4/nq6++IigoqNLx0tPTeeedd+jcuTOdO3fmjTfeqPQ8VcdkMnH48GEmTpxI165diYyMJCUlxWqfS5cu0aNHj0r3xM8//2z1Pvfx8eHMmTOVtgshxP9lEqALUUvt3buXzz77DJ1Ox9WrV7l27drDztIdmc1m9u/fz6uvvkpubi7PPPMMmZmZjBs3jv379z+Qlg9PT0+WL1/OrFmzsLe3r3KfVatWMXfu3ErbTSYTP//8M88//zzl5eX069ePBg0asGLFCn755ZdK+0+fPp19+/b9ofyePXuWOXPmcOXKlXv+bsuWLUlISKiUh2PHjpGQkGC1BvT9cvToUaZOnUp+fv59T/t2er2e6dOnM3ToULy9vZXtGRkZpKSksHbtWnQ6HWazmZ07d3Lx4kUuXLiAwWCgrKyMKVOmsHjxYvr27UvTpk2ZPHkyy5cvtwoinZyc6NixI/Hx8SQmJj6Qe7J3794UFhby1ltvYTabledi48aNPPfcc/dtRnGj0UhmZiaOjo4MGTKE/v37k56ezvPPP6+c94gRI7hw4QILFixQztVkMvH++++j0+no2bOnVZo6nY5vvvmGXr164erqqmxPSkpi/PjxFBUVER0djU6nY9SoUUycOPGermFpaSl5eXl07dqVYcOGMWzYMAYNGmRVGZCRkcHEiROJj4+npKSEjIyMSq3kKpWKbt264ePjw/z58/8nWlWLi4vJzs7mkUceYdiwYdStW5ePPvqIF198kby8PDp27IibmxsTJ06kvLwcuPlO/u677zh06BCjR4+2Ss9sNjN9+nSaN29O69atrT4rLS1l0KBBrFmzhhYtWtChQweOHz9OcXFxjfNrMBhYu3YtP/30EwUFBaSkpFTq5VReXk5iYiJt2rRR7odhw4bRsGFDq8kX69SpwyOPPMLq1avvWwWXEELUdjLDjRC11LBhwxg1ahR2dnY0bdr0YWenWsXFxfznP//Bx8eHr776ipCQEF544QWeeuopNm/eTPv27XF0dOTs2bO4ubkREBAA3CykXbx4kaCgINzd3ZX0DAYDSUlJlJSU4OjoSN26dXF2dgZuFi5TUlKUwNHX1xd/f3+lUGcwGLh8+TL5+fnk5uZSUlLCiRMngJuTewUEBGAwGPj6668ZMGAA//73v3FxcQFujrEvLCwEbrY+paamotfr0el0pKenK+mEhITg5uaG0WikoKCAnJwcpYXJzc0Nf39/JRjLyMjg2rVrJCYmUlpayvnz54GbM8i2bNlSOefy8nIyMzMpKChArVbj5eWFr68vWq0Wb29vOnbsyOHDh9Hr9djY2ACwe/dunJ2d6dy5s3Jt8vPzuXbtGuXl5djb2+Pv74+bm5tVoVen05GVlUV+fj5msxlnZ2f8/f1xdHTkypUr5OTkkJaWhk6nIz4+nuzsbBwdHQkJCVGOXVZWxrVr1ygsLESlUuHl5YWfnx8ajUY5TklJCcnJyfj7+1NUVERhYSFqtZrAwECr33vHjh1kZ2fzzDPPVLq3mjVrhoODA0ePHiUqKoqDBw/y+OOPs3v3buBmJcXBgweZPXs2I0aMoKSkBDs7O7Zv384TTzxBSEiIklbjxo3x8PDgwIEDtGrV6r7P3lu3bl3+8Y9/8NJLL/Hiiy/SsmVL1qxZQ/Pmzendu/d9PRZAkyZNeOWVV/Dx8WHs2LE899xzxMTE0KdPHwICApgyZQrLly9XWqTXr1/P6dOn+eabbyqtsLBq1SpUKhV/+9vfKp3T4cOHadasGXAzyH/mmWdYvXo1b7zxBg0aNKhxfn19fRk+fDjt27dHq9VWmgW/QYMGZGVlodFo+PDDD+/Y00GtVtO3b18+/PBD/vnPf1rdS382s9lMQUEBOp0Oe3t7nJ2drZ6B+8Xd3Z1BgwbRvXt3AKKioli4cCGHDh2iT58+TJ06le7du/P555/z5ptvcvnyZX744QeGDx9OmzZtrNJKS0tj27ZtfP/995WO8/nnn1NWVsbPP/9MZGQkarX6nlcrsLGxYcqUKfzrX/9i48aNTJgw4Y77Dh48mJ49e6LRaO543bp06cLChQuJiYmhb9++95QXIYT4K5IAXYhays3NrUb7VVRUEBsbS3JyMoMHD75ja/KDlJuby+nTp2nfvj116tQBwMXFhejoaM6fP09mZiYhISH069ePvn37smDBAgBSUlLo3r07X375JQMGDFDSi4mJYf369eTk5KBSqRg2bBjDhw/H1dUVk8nEypUr2b9/P+fPn2fYsGFMnz5dWR6qvLyclStXcujQIc6ePUtxcTHvvfcegNLdU6PRkJ+fT2RkpFWQ5uDgoKSTnJzMJ598QnZ2NtevX2fbtm2cOXMGgBkzZtCuXTsKCwtZvnw5O3fupKKiArPZjIODAy+99BJPP/00tra27Ny5kzVr1pCdnU16ejqLFi3C1dUVBwcHNm3aBNzs2r9x40Z++uknioqKMJvN1KtXj/Hjx9OxY0c0Gg0DBw7kyy+/JC0tjdDQUGVIQfPmzZUKj5SUFBYvXkxsbCwmkwmNRkN0dDTjxo1TKjFKS0vZunUrK1euJDs7GxsbG7y9vRk1ahR9+vRh69atbNmyhStXrnDjxg1mz56Nvb094eHhTJ8+HXd3d0pLS9m8eTPLly9XKjR8fX15++236dSpk1KgP3fuHL179+aFF14gPT2dnJwcKioqePnll62C8d27d1O/fv0qgz21Wk2XLl04cOAAKpUKrVZLixYt2L17N2azmcTERPR6PW3atEGtVuPk5ETnzp3Zvn07V69etQrQ/fz8CA0N5ddff2Xs2LH/dYCuUqnu2HI7ZMgQ1q1bx8cff8wzzzzDuXPn+Oijj2r8PP+37OzsaNCgAZcvX1ZaUceOHcu2bdtYuXIlbm5ufPPNNzz++ONVVhb89NNPNGrUiLp161pt9/DwwMPDQ/m3Wq2mbdu2/PLLLxQUFNxTHvPz89myZQsnTpzA39+ftm3bUr9+fatzsLOzq1GvjS5dulBcXMz+/ft5+umn7ykf90tubi6HDh1i3759ZGVlUbduXbp06ULXrl3x8PB4oMvwRUREUF5errRst27dmjFjxvDdd9/Ro0cPdu7ciU6nY+LEiZW+u2fPHsxmM9HR0VbbzWYzq1atolOnTly/fp1jx47h5OREmzZtCAsLq3HeVCpVjStN9u/fT3JyMh4eHrRo0YLGjRtX6mkSGhpK3bp1WbdunQToQoj/CRKgC/EXV15ezldffcX3339Pz549H0qAXlpaSmZmJo899pgS4NrY2FCvXj0OHTqkBHE1dezYMWbOnElAQABbt27l22+/pXnz5nTu3Bm1Ws24ceN4+umnmTp1aqXvOjo6Mm7cOF544QX+8Y9/cPHiRZYtWwbc7Obs4OCA0WikY8eO7N69Gz8/P9q1a0fz5s2tlo8LDw9nzpw5GI1G/va3v/HMM88oXUUt3bBVKhUhISG8+uqrBAYGYjKZWLt2LQsXLqRp06ZEREQwcOBAHn/8cfbt28f8+fP58MMPadasmVJ4N5lMHDx4kCVLltC/f38effRRSktL+f7771myZAnBwcEEBgbSp08fFixYwMmTJwkNDSU9PZ2LFy/ywQcfADdb/L/44gvi4uKYNGkSAQEBJCQksGzZMurXr8+IESOwsbEhPj6eTz75hPbt2zNx4kScnZ1JT09X1iAfOnQoffr0Yd26dSxcuJA5c+ZQt25dbG1tcXFxUXowLFy4kLZt2zJ06FAqKir4+OOPmTt3Ll988YVVt+WCggISEhIYPXo0jRo14saNG1att3q9nrNnz9KiRYsq7wWVSkWXLl1YsWIFJSUlNG3aVMmr0WgkJycHNzc3tFot8+fPx9/fH39/f4xGY6X7TqvVEhgY+IdnYHd1dVV6T9weeNvZ2TF79mz69evHokWL6Nu3L23btkWtvv8jynQ6nRLMxsXFERsbS/v27fH09FTyOW7cOBYuXEhOTg5ZWVnMnDmzUl4slXxjxoyp0TEPHTpEUFCQVXB9N3Z2dnh4eJCUlMSZM2c4deoUXbp0YeMCAu8AACAASURBVNq0aYSHh9f8pP8/YWFh2NvbExsb+1AC9KysLBYvXszSpUutVrVYvXo1I0eO5J133rEaKvBHmUwmioqKyM3NJScnhx9//JE6depYVWq9+eabHDhwgBkzZpCdnc2QIUOqHP4SFxeHn5+fUplqUVZWxoULF/Dz82PhwoU4OzuTmJiIj48Pn332mdX8EH+UWq0mNDSUlJQUUlNTSUpKws3NjWnTphEdHW3Vmm5ra0tYWBgxMTH37fhCCFGbSYAuxF+cRqMhIiKCRx999J5bBI8dO8alS5eq3ScqKopGjRopBaaCggLWrVtHQkICcDMQDw8Pp6ysDHt7e2U/tVqNg4MD5eXl9zzL+pNPPknfvn3RarU4ODjwyy+/EB8fT7t27bC1tcXb2xuVSlWpm67luJYA2snJCVtbWwIDA632UalUvPbaa2g0Gr777juWL1+Or68vffv2Zdy4cTg5OWFvb6+0Jmq1Wjw8PCql4+rqSp8+fZTuunq9HkdHR7Zu3UpiYiIRERG4u7vj5uZGnTp1sLW1xc/PzyqdoqIi9u3bR2BgIEOGDMHf3x+z2UxRUZEye3FgYCBBQUEEBAQQFxfHoEGDOHr0KOXl5fTp0weAixcv8ssvvzBu3Dh69uypVB7ExsZy8OBBBg4ciIuLC7t27cLBwYGXX36ZyMhIVCoVrVu3VgJWS4upp6cnWq2WunXrWuXXaDQSHx+PTqdjyJAhSot5aWkpEyZMID4+3ipAt7e3p3v37vTq1avKLqzFxcUUFhZWGgt7628VGhpKSUkJmzZtYtasWcp8DEajUenKX1payqxZs4iIiGDmzJmYzeYq7zsPDw8KCgqUsc0FBQUcPXr0rpP39evXTxlmERoaSkBAAO+99x5PPPEEarUaDw8P2rVrh7e3N02aNCE4OJiEhARatmypBGopKSn89ttvdzyG2WymuLgYR0fHO3b31Wg0+Pv7AzdbH0eMGIFGo6GkpIQWLVrw0ksvKa2XKpWKRx55hK1bt7J+/XreeecdmjRpUinNvLw8iouLa7Qe8OrVqzl8+DBLly69p67lERERrFixAk9PTwwGA3FxcYwaNYqgoCBmz559z63N9vb2eHl5Wc3pkJSUxIkTJ+74vqnJ9YWbcz5ERkZabbt8+TLHjx+nrKwMjUbDyZMn+frrr8nJybHa7+rVq3z22WdERkbedXy8Ja3q3ttubm5oNBquXr3Khx9+qPRgcXZ25h//+AfNmzdX9vXz82Ps2LG8/vrrdOrUiT59+lSZdkZGhtWwIIuioiLKy8u5fPkyCxcuJDIyksTERAYMGMCXX37J7Nmzqz2fexEcHMyCBQtwdnZGrVaTkJDArFmz+Pzzz2nVqlWlii9fX1+uXLmCyWRCrVbX6Lm1zFFhGcJUFUt6d2I2mykpKcHBwaHae8ZgMKDV3rlIrdfrlf8f7sRoNGI0Gqu9H2pyz1RUVFT7ueU5cHJyqvbc73ZtSktL0Wg01c6tYZmLo7p08vLyrHrpVJWGwWBAo9H8oXR0Oh25ubnK++HGjRtWE3oKUZtIgC7EX5yjoyOvvfYaY8aMuecWmzVr1lQ5DvFWU6dOJSQkRCmclJeXExsbS2JiIvD/F5Q1Gg0mk0kplJrNZkwmEzY2NtUWXKrSpEkTZeyjh4eHUjjT6/X3ZdywJXj95z//yT/+8Q/i4+P58ccfmTlzJuXl5Xz44Yc1SsdsNnPixAk+++wzjh49SmFhIUajETs7uxrPelxcXExaWhpbt25l//79SgGkoqICGxsbpQurRqOhc+fOXLhwgfz8fA4fPkx4eLjSQpaZmcn169eZMGEC7777rpK/kpISOnfujF6vx2QycfbsWerVq0dwcLBSQFepVDW+riaTibS0NDw9PfHx8VHSiIyMpLy8vNJkho6OjjRu3PiOhVuDwYDZbFbGtlfFy8uL0NBQMjIyCAkJ4fr160q+1Wo1JpMJNzc3fvjhB7y9vSkpKVE+u51KpcJoNCr36fXr11m0aNFdl3fr0qWLEqA7OTkxY8YMJkyYwNtvv43JZCIyMpJPPvkEb29vDh8+TGxsrDLe/fHHH8fDw4Njx45V2eXYwlIQrWp8toWtrS0jR44EblYUDB06FKPRyFdffYWTkxNhYWHKeatUKnx9fenevTu//fYbjz32WJWFaUvlzN2e0927dzNnzhzef/99pWKoJlQqFa6urla9JIKCgujWrRvHjx8nJyenUmtuTWi1WqtJ5I4cOcK0adPu2PW+JtcX4P3337cK0E+dOsW4ceM4d+4cNjY22NjYYDAYKgXnFoWFhaxcuZLff/+92vxbfqfqZsQPDw/nvffew9XVlSeffJKQkBC2bNlCamoqrVq1Unoswc3r3KlTJxo0aECXLl0ICQmp8jz1en2Vv7VGo0GlUhEeHk737t2VyqBWrVqxc+fO+xqgOzs7W13junXrcvz4cZYsWUJpaWmlAF2tVivvCrj53P773//m+PHjdzyGyWTCaDRW+27x9vYmPz//jkv21fSecXd3r3ZohuW71VXa1CSYrck94+zsXO2kfjU5J41Gg6en510rQFQqVbUVF5bnpbS09I77WN7h1eXXbDajUqmq/Q1sbGyq7Rlla2uLl5eX8g4sLy+XpRpFrSUBuhB/cSqVCkdHx2pr5u9k7ty5Vc5yXh1fX18mTpxI//79lW2WbuQFBQXo9Xo0Gg1Go5H8/HylNdqS11sLKLcGSndzv8dzqtVq5br5+/vTo0cP9Ho9e/fuZfz48Vatg1Ud22w2k5CQwNixYwkNDWXOnDnUq1eP69ev8+abb9b4vCyFjyFDhvDCCy9Y/Y5arVbpwqpWq+nWrRsHDhzg7NmznDp1ih49elgV5mxsbPj0008rtZK6urri4eFhVQD8I9fTUli61Z3GZWu1WiWwrYqLiwu2trZ3DHYs+X/11VcZPHgwoaGhHD58GLh5vm5ubhQWFmIwGOjRowdms5ndu3ejUqmsghcLy8SDlgAlLCyMLVu21Oi8bz3XqKioKmf8Ly4u5oUXXuCRRx7hxRdfZMqUKcTGxvLYY48xZMgQhgwZck/HqkpOTg6TJ08mJCSEoUOH4uPjo8zwvXnzZp599lnlvlCr1dja2mJra3vHArmnpydqtfqOk7KZTCbi4uKYOXMmffr04ZVXXqk26KkJjUZDQEAAJ0+evKclvG7N040bN6xm/bfMBH4/mc1mNmzYQL169di+fTtubm5cvnyZN954Q5lDoioZGRlWXd//yPF37tyJq6srPXv2pHv37owZM4Zu3brxr3/9i6VLlyr3uWWOBhsbG2xtbe8YOHl7eyvrit96P7i7u2NnZ6dUuMLN+6dOnTp37Wn1R2k0Gry8vNDpdFUup1ZQUICnp6eSr7CwMLZt2/ZA8yT+b0tKSuKdd9552NkQokqyzJoQf3FGo5GMjAzOnj370GqD3dzcCA0N5eLFi0rrVXl5OWfOnKF+/fr4+PgAN7sX37hxQwnkUlJSqszz+fPnldb4/Px8srOzCQgIuOegwMbGBqPRWKl23jLz8q3bzWaz0v3WMsmWhVqtrrJm/urVq6hUKiZOnMjTTz9N27ZtcXJyqrK1wNLD4PbCp4uLC0FBQRQXF9OwYUNat25NmzZtaN26NU2bNlWCW5VKRcOGDbGzs2Pr1q3cuHGDJ598UknH19dXmVk+KiqKNm3a0KZNG6KiomjQoAFarRa1Wk1ERAQZGRmkpaVZ9Xa4/fxsbGyq3K5WqwkODiY3N5fr168raSQkJGBvb6/81jVlb29PSEiIMmSiKpZz79ChQ6UWw3r16ilzIFjym5SUhIuLi1XwBjeDuoyMDAIDA++5V0dN6PV6FixYQHZ2NlOnTqVTp0506NCBr7/+mtzc3Pt+vFuFhITQrVs3tmzZUmnt87txdHSkSZMmXLhwodJnZrOZc+fO8cknn9C4cWMmTJhQ7TwX58+fV1Y/uDWN8vJyqwqckpISTp8+jZub2381C3t6ejrFxcVWXbwfhJKSEi5fvky3bt2UITX29vZ3zXO9evUeWJ5UKhVvv/02cXFx7Nu3756XmouMjCQtLa3Se0qr1RIVFUV6errymU6nU4bZ3C49PZ3z58/f8xwjcPP/h1vfv6WlpaSkpODp6VnpPW80GklMTCQqKuqejyOEEH9F0oIuRC2Vn5+vrB9bVlZGVlYWR48exdvbm+DgYCXAKC8vZ+nSpWzbto1du3YpE0T9mTw8PIiOjmbx4sVs2LCBtm3bEhcXR3x8PK+//rqSpw4dOrB3717+85//YG9vz6ZNm6psPduxYwddu3alXr16bNu2jbKyMpo1a4aNjQ3l5eXk5OSQl5dHaWkpRUVFZGRk4ODggKenp1UAFxISwvbt2/n1118JCgrC1dUVT09PjEYjX3/9Nd7e3oSEhKDVaklJSWHnzp1069at0jg2X19fTp06xZkzZ3B2dsbX1xd7e3ucnJwwGo3Exsbi5OREdnY2ixcvrjL48/T0pKSkROn6bGtrS1BQEC4uLnTr1o2pU6eyfPlyevTogb29PVevXqW4uJjo6GhlzLGHhwf169dn69atODs7W02u1ahRI7p27crSpUtxdnYmJCQEnU5HUlISgYGBdOjQARsbG3r27MmWLVtYunQpgwYNwsnJiczMTFxcXOjatauSXoMGDSgpKVHWsXd0dMTHxwe1Wk2zZs2wtbVl7dq1aDQa9Ho9CxcupEmTJspyXPfikUceYfv27eTm5lpN1FcTLVq0ICQkhGXLlmFnZ0deXh7r16+nU6dOlSYxy8vLIzk5mbZt2963NclvdfToUb777jsmTZpEq1atABg0aBATJkxg69atvPDCC/f9mBYuLi707t2byZMnExsbi7+//z0t99WvXz82btxYaeK7nJwcpk2bRkpKChMmTODy5ctcvnwZrVZLSEhIpUD1tddeIywsjKlTp+Lr6wvcrLjYtGkTRqORevXqYTAYlJ4g06ZNsxqac+zYMYqKisjKyqKgoIC4uDgyMjIqLRV25MgRbGxseOSRR/6by1Vjer2eiooKq/eKu7s7rVu3Vq7X7ezs7Kx6GD0I7dq1IyAggB07dtCxY8dqx97e7pFHHsFgMHD8+PFK12/06NFMnTqVFStW0KZNG06fPk1CQgIzZ86slM7SpUs5dOgQkydP5tFHH1W2m81mrl+/TmpqqrLKwunTpyksLMTf35+AgABiYmLIysoiKCgIrVbLyZMn2blzJ3369KnU4yYzM5O0tLQaTWIohBD/F0iALkQtFR8fz8cff8z169fJzMxUlqPp1asXkyZNUgq1RqORtLQ04uLiHloLuq2tLb169SI1NZXvvvuOb7/9lszMTHr37k2/fv2UQOHll1/mzJkzTJ48maCgoCqX1IGbE9MtW7aM/Px8TCYTw4cPp3nz5qhUKs6dO8cHH3ygzP5tb29PWloazs7OvPnmm8qa4AADBw5k165dyhjOJ554gjFjxmBnZ4dOp+Obb77BYDBgMBjQ6XR07tyZ8ePHV8rTyJEjWbx4Ma+//jq2trbMmDGDtm3b0qhRI3r16sWaNWvYvHkzrq6utGzZslJLpEqlIjg4mO7du/Pdd9+xadMmnJ2d2bBhA2q1mq5du/Lqq6+yZs0adu/ejVarxc7Ojg4dOtClSxclHXd3d1q0aMHq1asZMWKEVUumm5sbr7zyCgALFy5Eo9Gg1WpxcnJi1KhRSj6aNWvGW2+9xapVq3j33Xexs7PD3d29UvDYokULevTowRdffMGPP/5IREQEU6dOxd3dnYYNGzJ+/HhWrFjBpEmTMJlMeHh4MGHCBKUy4V48+eSTfPjhh+zcufOeuyjXr1+f8ePH8+9//5tJkyZhNptp2LAhI0eOrBS0JCYmkpmZyd///vf7vgZ6dnY2y5YtIzg4mHHjxinbO3bsSLdu3Zg3bx7/j73zjo6q2hr4b1p6L4SQEEhCTQIh9I60EEKTJggi6kNBREURkfJU8EkVFBEIoCgCgiCE0EtASoCIUkLvJIH03iYzk5m53x+suV+GFBKBB/jub62sBXfOPWffe8899+yz99m7Z8+eYkq8x41cLic4OJj69euzbds2unTpUq3FuldeeYW1a9fyxx9/EBoaKh6/efMmkZGRuLm5sWjRIvG4vb09X3zxhVn/hPvjlkwmMwvUZkqHFxkZiUwmE8epyZMn8/LLL5udP2HCBEpKSkhKSsJgMDB16lTs7e2JiYkRyxiNRvbs2UOnTp0ea2Tx8ijPOm1hYUG/fv2Ii4tj/fr1ZouM1tbWjBw5kv79+z9RuRwdHRk4cCDLli3j4sWLdOzYscrbVoKDgwkJCSEyMrKMgj5w4ECuXr3KmjVrWL9+PVqtljFjxjBixIgy9cTHx3PhwoUye6+NRiPHjh1j7ty5ZGdnk5eXx8yZM3F0dOTVV19l7NixpKen88MPP6DRaDAYDGK2hjfffLPM1pTY2FhkMlm14h5ISEhIPM/IALOvz8SJE8UcxRIS/wRCQ0M5cOAAc+bMEYNnPQ/k5uYSHx9fJiKxq6urmQXdpKBnZmYSEhLyyHtDKyMxMZEPP/yQkSNHlrEQmdzRk5KSyMvLY8KECdSpU4dvv/0WHx8fsUx8fDw5OTlYW1vj7u5OYmIidevWxcXFheLiYuLj43FyciI/P5+CggJsbW3x9vYWI/Hm5eWV64qrUCjw9fU1U0oEQSAhIYGsrCwMBgNubm74+PiIedAzMjIoLCzEaDRiaWmJh4cH7u7uZSa6arWa+Ph4ioqKEASBBg0a4OTkhNFoJDc3l+TkZLRaLba2tnh5eREfH0+tWrXMrMFGo5HMzEySk5PR6XQoFAqzyOXFxcWkpKSQk5ODIAjY2tri5uZmtu9SEAQyMzOJj4+nZs2aeHl5me1BFwSBnJwcUlJSxGi/Dg4OeHh4YGtrK16XKZibabuBvb09Xl5eZaLip6amkpqaik6nw9bWlgYNGoj9q7i4WHzWMpkMNzc3vLy8zKy2RUVF3LhxA39//0ojKQuCwNSpU/nzzz/ZvXu3uEBy8+ZNdDodAQEBZuXT09O5e/euaMk3KXSZmZkoFAo8PDzw8PAwk0Wn07Fq1SqOHz/OvHnzynXZfRQ0Gg3x8fFYWFiUURpTUlJISkoiICDgb8WKeJCSkhLu3buH0WjEx8dHfCZ6vZ579+5RXFyMv7+/uAhh6nd+fn4VxgMwGo2MGzcOS0tLFi1aJNaZn5/P1atXy5RXKBTlWtDPnDmDjY0Nvr6+4nM09du0tDS0Wi2CIGBnZ0ft2rXL9LnygvXJ5XIzC/qFCxcYNWoU3377rZnXx5MgOzubd999lx49ejBq1Chx3BUEgbS0NHbv3s369eu5d+8evr6+DBkyhD59+uDh4fFYUuuZtuMkJCRQt25d0bvBNN4mJCRQp04dnJyckMlkaDQabt26hYuLCzVr1qxQad++fTtTpkxh37594vhsqjc/P1/sR1ZWVnh7e5fr0n/r1i3y8vLE8bt0HRkZGcTHx5uVl8vleHp64uXlRW5uLqmpqajVagwGA9bW1nh6euLs7Gx234qKipg8eTI2NjbMnj37sS+sSfzvYtqDPnr0aPr16/e0xZH4HycsLIx9+/aZHRNK/02cOFGQkPgn0bNnTwEQ5syZ87RFee5JSEgQBg8eLGzdurXSckajUbh8+bIQFhYm7N69+78kncTzTGFhoRAQECBERkY+kfrj4+OFoUOHCmvXrhWMRuMTaeN5Jy4uTujatatw8uTJpy1KhRiNRuGzzz4TXn/9dUGj0Tzx9rKysoQRI0YIq1evFkpKSsr8bjAYBK1WK2g0GkGr1QoGg+G56F8Gg0EYMGCAMHfu3KctSqUcOXJECA8PF06fPv1c3FeJ54ebN28KgwcPFrZv3/60RZGQEHr16mWmj0su7hISEo8dmUxGo0aN2LVr12OxIkn887G1teXSpUtPrP46deqwadOmJ1b/P4GmTZty6NChpy1GpchkMj7//POnLYaIKUr+84ZcLq80Cv2zQufOnZ+4l4SEhITEs4akoEtISFQZlUolBlt7GA/LWSohISHxrGNKB2dyIZeQkPhnYArUWpX5jITEfxvJtCUhIVFlFAoFLi4ulaZZkpCQkPinIJfLcXR0LBO4TEJC4vnGNJ95Ehk9JCQeFUlBl5CQqDIajYZz586Rnp7+tEWRkJCQeOKYskWkpKRUO9+4hITEs0txcTHnzp0jIyPjaYsiIVEGSUGXkJB4Zrh58yYjR45kx44dGI3GSsvm5uYyefJk5s+fj0aj+S9JKPGk0Gq1hIeHc+DAgSdSf1JSEu+99x47duyQFC0JCeCdd95hxYoVT1uMRyYpKYmwsDCuXLnytEV5Zvnll18YPHhwmawwzxuCINC3b19+/PHHpy2KhMQTRVLQJSSeQdRqNZs3byY0NBR3d3dq167NW2+9xfXr159Z5aKkpITffvuNli1bYmdnR8uWLdm6dSsGg6HKdeh0Ou7du0d+fv5DyxqNRrKyssS0ZOURGRlZ7gRUEAQKCwv54YcfaNasGQ4ODtSrV4+333673BRuixcv5vjx41W+jvLau3btGsuXLyc5Obna52/btg2lUsmuXbvMjms0GhwcHJg8efLflq0izp49y8KFC8nLy3vsdT+IIAh8++23ZGRk0KlTJ/H4sGHDkMvlfPzxx+IzjomJwdnZGRcXF5KSkhAEgaSkJMaOHYuLiws+Pj7Mnj2b/Px8s37h5uZGnTp12Lp1K2lpaU/8miT+2cTGxtKiRQvmzZsn9jNBEFi3bh116tTh4MGDj6UdQRDYs2cPMpkMpVKJtbU19erV47333hP7f3R0NLVq1WLVqlVmfT4rKwtfX99yc7KfPHmS3bt30717d7PjqampvPvuu2IKwxkzZqDVaiuULyoqCqVSyaRJk1Cr1dW6try8PMaOHYuHhwd169Zlzpw54nguCAJarZYdO3bQrVs3XF1dqV+/PjNnziQ3N9fsOmvWrEmNGjX46aefHrqw+6xTUFBAw4YNUSgUqFQqPD096dmzJ8ePH8doNJKRkUH//v3p27ev2bUajUbee+89atSoQWZmplmdhYWFTJ06lfDw8DIBDRcsWECPHj1wcnKiffv2ZRY5MjIyWLx4MV26dMHS0pL69euXyXv/MKKjowkICEClUol/SqUSmUzGjBkzUKvVaDQaxo4dS2BgIC4uLjRs2JD//Oc/ZfqUTCZj1KhRLF68WPLkk/hHIynoEhLPIPfu3WP79u24ubkxY8YM3nrrLWJjYxk/fny5OYmfNkajkd27d/Ppp58SEBDAt99+S6NGjZg+fTq7du16IpMmZ2dnVq5cyRdffFHhnvidO3eWu9JuNBpZu3Yts2bNom3btnz11Ve89tpr3L17t9xI4suXLy83P3N1uHXrFqtXryY1NbXa53bp0gVra2uOHj1qdvzo0aMIgvBEohyfP3+eZcuWVWmx5FHJzc1l8eLF/Otf/yrzLJ2dnTl27JiocO/bt88sl3dOTg7Tp08nNjaWuXPnMm7cONasWcPy5cvNFAtLS0tat25NQkICV69efWYXuiSeD1q1asXgwYNZuXIld+/eRRAEEhISiIyMJDw8nFatWj3W9jw8PJg8eTLLly9nxIgRbN++nTFjxpCcnEy3bt3o3bs3M2fOFMcXvV5PREQEGo2GuXPnmtWl1+v5/PPP6datG/Xq1TP7LS0tjVOnTlGvXj1q165dqUy5ubnMnj0be3v7al9PcXEx48ePZ+fOnUybNo3XX3+dn376iTVr1qDT6RAEgePHjzNx4kT8/PxYtmwZb731FsuXL2fq1KmUlJSIdcnlcoYOHUpsbCwXL16stizPGkqlkvDwcFavXs2UKVPQarUMGDCAvXv34u7uzquvvsrp06fFnMmCIHDixAkOHz7M1KlTcXNzM6tv3bp1lJSUMHz48DJtRUZGYm1tTfPmzcuVJSMjg9OnT1OjRg2aNWv2t66ncePGzJo1i4iICCIiIli+fDnvv/8+tWvXpkWLFlhZWWEwGMjIyGDIkCHMnDmTAQMGsHTpUl5//fUyVv9BgwYhl8vZsmWLNI5L/GORorhLSDyDeHp6MnfuXNzd3bGwsMBgMBAYGMi7777LlStXaNSo0TMVUTgvL4/o6Gh8fHz44osvqFOnDn379mXYsGHs3buXLl264OjoyObNm/Hx8aFNmzbA/Qne7t27ad++PXXr1hXrKy4u5sCBA6SlpeHm5kbz5s2pWbMmcF+5/v3330lISACgSZMmhISEoFTeH860Wi0xMTEkJCRw/fp1MjIyWL16NQANGjSgdevWCILApk2b6N27N4sWLcLGxkY8t6ioCICUlBSOHj1KUVEReXl5/PHHH2I9PXv2pHbt2uj1elHhy87ORiaTUbt2bZo3by5OWv/66y/Onz/P+fPnyczMJCoqinPnzqFSqRg1apR4zbm5uZw7d467d++iUCho0KABQUFBWFlZ4ezsTKdOnTh16hQajUZUYg8cOICTk5N4PwVB4M6dO5w/f568vDycnJxo1qwZtWvXNkt3V1BQwIULF4iPj8doNOLp6UmzZs1wdXUlNjaWq1evEhMTQ0FBAb/++isuLi64u7vTo0cPMViWSd579+4hl8upX78+zZo1Q6VSie1kZmZy8OBBQkJCSE5O5u7du6hUKtq3b4+Pj49Ybs+ePRQUFJRr6atXrx4uLi6cPHmSVq1acfr0aXr06EFUVJR4f//66y8+++wzBg8eTHFxMTqdjv379zNgwAAaNWok1tWgQQPc3d05fPgw7dq1k4IDSfxtFAoFo0aNYv/+/UybNo3ly5ezb98+MjIymDJlyt9SWivD3t6eHj16iBbvunXrMmvWLP766y8GDBjAxx9/zL59+/juu++YOXMmV65cYdu2bbz11lsEBASY1XX16lWOHj1KZGRkmXYaNWrEwYMHycjI4J133qlQHoPBwMKFM+X4FgAAIABJREFUC3FxcalQuauMP//8k6NHjzJ79mxGjx6NWq2muLiYjRs3MnLkSJycnDh9+jQeHh5MmDBBVA7PnTvHtWvXyMvLw93dHfj/tJ4AZ86cISgo6Iml98zKyiI1NVW0bj/u5wz3FxwCAwPF78Pw4cMJCAggKiqK8PBwwsPD2bJlC9OmTaNVq1aoVCq2bNmCu7s7I0eONKtLrVYTFRXFgAEDsLW1LdPW9u3bcXR0ZPny5WzcuLHM7/7+/kRERGBlZcUHH3zA7t27q309Xl5eDBkyRPy/Vqtl5cqV1K9fn4YNGyKXy7GxsWHLli1m8xq5XM7PP//MvXv38PPzE48rlUo6d+7M0aNHGTFiBI6OjtWWSULiWUdS0CUknkHs7e3NPvwKhQJXV1dxpbk0Go2GrVu38ueffzJr1qwnMmF4GDk5OVy+fJk2bdrg6uoK3M9r3aZNG86cOUNaWhqOjo5MnTqVfv36iQplSkoK77//PitWrDBT0Ddv3oy1tTUKhYKkpCRCQ0N59913cXd3F5XQ2NhYjh07Rv/+/QkKChIVdIPBwO3bt4mLiyMrK4uioiLOnDkD3LeitmjRAplMhkajKTOJs7S0FJW2goICLl68SE5ODhqNhnv37on1lF5gWLNmDadOncLR0RGDwUBSUhJDhw7l7bffxtramqSkJM6cOUNCQgJqtZqrV6+SlZWFlZWVOAHLyMhg5cqVREdH4+7ujk6nQ61WM27cOPr164dKpWLw4MHMmzePmzdvEhQUhF6v59ChQ7Ru3ZoaNWoAcPr0aRYsWEBOTg7Ozs7k5OTg7e3N1KlTqVevHjKZjLy8PFavXs22bduwt7fH1taWkpIShgwZwogRI7h37x5nz54lPj4erVbLxYsXsbOzo27durzwwgsA5Ofn8+OPP7JlyxZcXFwoKSkhLy+PDz/8kMGDB4uTrPj4eN555x1efPFFtFotNjY25OTkYDQaGTFihHjfDx06RIMGDahVq1aZviWXy+nUqRMxMTHI5XLs7e1p2LAh8P8LEgCBgYHiRK9Fixb8+uuvpKamminobm5u+Pv7c/LkSbRaraSgSzwUuVyOXC4v1wuodu3afPDBB7zyyiu0atWKXbt20a9fP4KCgp74AqqnpyclJSWil0jDhg2ZPHkyERERhIWFER0djY2NDW+88UaZcw8dOoRcLqdt27ZlfjONgQ8LnPXHH3/w66+/smzZMhYuXFht+c+dO4dWq+XFF18EwMbGhiZNmrBhwwYyMjJwcXHBzc2N7OxsLl26RK1atcjIyCAxMZHg4OAy3zlHR0d8fHy4fPkyarXazMvmcVBUVMT+/fuJiooiPj4elUpFQEAAw4YNE5XkJ4WbmxsWFhYUFxcD9+/Vxx9/TPfu3fn5558JCQkhNjaWCRMm4OLiYnburVu3uH37Nm+++WaFdZf2RniQJzFG5uTkcPDgQVq0aCEu1MpkMgRBQK1WU1hYSEpKChcvXsTa2rpcD7n27duzcOFCbt++TUhIyGOXUULiaSMp6BISzwE6nY5Lly7h7OxsZnk0/bZ//37Wrl3L1KlTn4qCXlxcTHp6Om5ubuLHVKlUUrNmTbKzsykoKKhWfenp6Xz//fe4urqyd+9eVqxYQefOnenevTtyuZzhw4fTtWvXcuu1srLi5ZdfZsiQIeTl5XH16lW++OIL4H7eU9MiR69evfj+++/R6/V069aNLl264OnpKdbj6+vLpEmTEASB/fv307t3b8aPHw8gTv6srKzo06cPAwcOxNXVFaPRyM6dO1m9ejVdunShRYsW9OzZk06dOhEdHU1SUhJvv/02wcHBYjtGo5FDhw6xbds2PvroI9q2bYtWq2XdunX8/PPPNG3alHr16hEeHs6sWbM4d+4cQUFB3Lp1i8TERCZMmABAdnY2ERER6HQ6FixYgIuLCzdv3mT+/Pns2rWLcePGYWlpyZkzZ/j+++955ZVXGDx4MJaWluTk5IiLFeHh4XTv3p0NGzZw69YtPvroI7y8vFAoFNja2iIIArdu3eLHH39k2LBhDB8+HIPBwMyZM1mxYgUtW7Y0W2zJz88nPz+fqVOnUqtWLdRqtdk+SJ1Ox/Xr1wkKCiq3L8hkMjp27Mi3335LTk4OTZo0ET0e9Ho92dnZODo6IpfLGTduHL6+vrRt2xaj0Vimf5hyWm/ZsgW9Xl+1zijxP421tTV2dnakpqaWq6T36tWLwYMHM2fOHFq0aMHQoUPF/vk4MRgMZGdnk5ycTHJyMkuXLqVWrVpmC1Cvvvoq27dv59///jfFxcW89dZb5S56XbhwAS8vr79teSwoKGDBggWMHj2awMDAv1VHSkoKdnZ2ODo6MnPmTOzt7fH390elUpGUlETjxo3p3Lkz+/fv5z//+Q9Lly5FrVbTvn17PvroozJKm42NDXXq1OH69evk5eU9VgVdo9Hwyy+/MGfOHBISEsR+cPToUY4fP87ChQvp1KnTY7PaC4JAUVERqamp5Ofns2nTJrRarbgwDBAcHMyECRNYunQpQUFB+Pv788ILL4gL1SZu3bpFYWGh2TfnaRMfH8+NGzd45ZVXzKz6Wq2W9evX8+OPP1JYWEh+fj4zZszAw8OjTB3+/v7k5eWRnJwsKegS/0gkBV1C4jng9u3bREREMGzYMIKDg82sM0qlkpYtW6JWq6u92h0dHc358+crLdOlSxeaNWuGQqEA7iuCy5cvZ8+ePcB9pbdjx45oNBosLS3FSYpcLsfS0hKdTldtZah///4EBwejUCh44YUX2LJlCxcvXqRTp05YWlpiZ2eHVqstE/DG1K5pcmZhYYFCocDZ2dmsjEKhYMKECTg4OLBq1So2btyIhYUFL7/8Ml9++SUODg6oVCqcnJzEOm1sbMrUY2trS6tWrZDJZMhkMrRaLaGhoSxdupSEhARatGiBjY2NOMlXKBQ4ODiY1ZObm0tMTAyBgYF06NBB3D/YsWNHDh48yN27d6lXrx5ubm7Uq1ePc+fO8corrxAbG4tOp6Nv377AfbdVk6u3ycLs7OxMkyZNiI2N5dVXX0WhULB37168vLwYNmwYvr6+yGQyfHx8xL18NjY22NjYYGtrK+aALi2vwWAgLi4OKysrQkND8fPzQyaTMX78eEaNGsXFixfNFHR7e3t69epFs2bNyrUq5ufnU1RUVO4kDBC3DWi1Wnbu3MnKlSuJj48XZTFZwgsKCli/fj2NGzemffv2CIJQbr9zdHSkoKBAtBplZ2dz4MABkpKSym0f7i8E6PX6CmMdwH0Lm0KhqLRM6e0J5WE0GsnPz8fOzq7MRLs0BoNBfB/Lo6CgAIVCUamiaDQaEQSh0noyMjJEN+LyEASBkpISFApFpfWkp6eLXh7lodfrkclkldah0+koKioq8w6Wxmg0VqokCYIgKm+V3d+OHTvSunVr4P4Y0rp1a77++muKi4txcXFBpVLRtm1bWrVqhZWVFR06dGD9+vV4e3uLCrFGo2HZsmUVtgFV6zOurq7UqFGDhIQExowZg1KpxGAw0LJlS+bPn2+mIDs5OfHBBx/w0ksv0atXL7p161budaampuLh4fG3rfy//fYbmZmZTJw4sdqLryZM3wuAtWvX0rBhQ2rVqoVSqaSgoACZTIa7uztt27bF1taWkJAQLl++TFRUFB07djQbYwBUKhXOzs7k5uaKWT1ycnIeGu3b29ubPn36mCmKubm5HDp0iISEBARBICcnh23btoneOiZ0Oh1nzpzhm2++4caNG5XG69Bqteh0uocuoL/00kvo9Xq+//57NmzYgNFoxMnJiU8//dTMG8IUPHPTpk1cuHCBBQsWmC0wm8jOzkan01X6Hv+3iYyMxNPTU/x2mjDNZQwGA6dOneLGjRu0bt26zLggk8mwsrJCLpeb3fM1a9aQlZVVYbvFxcWkpqaKXif5+fnit0RC4llDUtAlJJ5hBEEgMzOTf/3rXzRr1oxx48aVazmYMGGCaEmtDr///jsbNmyotIyDgwNNmjQRP5J6vZ6cnBzxw2pSwlUqFSUlJWYRjfV6PZaWltV2//Px8RGVXnt7e1xcXEhNTaWkpOSxuNzJZDLc3Nz48MMPxX39GzduZNmyZahUKr766qsqWUN0Oh0HDx5k2bJlnD9/nqKiIoxGI7a2tlVOZ6NWq0lJSWHXrl1s377dbMLi7OwsbmkwuXqfPXuWjIwMYmNjCQkJESdeWVlZ5Obm8vrrr5eZ0LzwwguiQnbnzh3c3d3NJuime10VjEYjKSkpODg44OTkJJ7n4+MjWrRLY2VlRZ06dR7J5dfV1ZXmzZtTVFREnTp1xPgDpkjHJSUluLq6EhMTg5OTEwkJCRUqfA9aQXNycvjtt984ffr035YP7k8uBUGoNGuBvb39QxWahymZCoUCNze3SiPRG43Ghz5TCwsLVCqVGHOhPEz3tjIEQXjos7Wysqo0FaKlpSVGo7HStkyRvSu7N25ubuTl5VVaz8MWN0zymhR0mUzGsGHDSElJYcOGDRQVFWFtbY2FhQWtWrUiJSWFadOm0bx5c06dOsXRo0fp3r07Go2G7777rtJ2qtJnGjRowPvvv0/NmjWZMGECAQEB7NixgxMnTmBnZ2d2P2QyGQEBATRu3Ji2bduK4+jj5M6dO/z666+89dZbWFpaihG9BUEQx5iqtFm6b+3fv18cmwwGA9bW1hgMBiIjI9m7dy+LFy+mQYMGwP3+v2zZMjp06ECdOnXM6izv3X7YM2jTpg1du3YVFfTMzEymTJnCjh07xIXewsLCCl3+BUHgwIED5OTkkJiYWGE7crkcmUz20KwmYWFhKBQK+vXrx+jRo7ly5QoLFixALpeXWZC2sbGhf//+nD59mpCQkCe27/5xotPpiIyMZNCgQWWen1KpJCQkhJCQEMaNG8fcuXMZMmQIR44cKXfx4cEAcevXr+fmzZsVtm1lZYW7u7s4h1Kr1c992jmJfy6Sgi4h8QwTHx/PuHHjcHNzY/bs2eL+7sfFl19+yZdfflmtc2rUqMEHH3zAwIEDxWM3b97Ezc2NnJwcca+xXq8nIyMDR0dH0ZKnUCjMJiharbbcKKylP5oGg0FU9Ks7AanqRLFp06Y0bdpUjFibk5Njdq/Lq0cQBC5dusS0adPo0KEDH330ETVq1CA5OZmxY8dWWUa5XI5KpeLll1/m7bffNrPkKBQKvLy8xHIdO3Zk3759nDlzhsuXL9O7d2+xrFKpxMLCguXLl5dxZ7S1tcXJyQmj0YiFhQUlJSWP5OKtUqkwGAxmz9L0zB602CkUCjGwXHk4ODhga2tbaXR7W1tbxowZw6BBg6hbt64YzV6pVOLs7ExeXh5arZbg4GDxucjl8nKDIuXn52Nvby8uGvn7+7N58+aqX7zE/xw2NjZMmzaNadOmmR1Xq9V88cUX2NnZsXLlShYtWsTmzZsJDg7G3d2d27dvP3LbgiCwd+9ebGxsaN26Nd27d6d///4MHTqUefPmsWLFijLfhYctztSsWZNr165VWZkuTUxMDGlpaWRnZ7N582by8vJISUlBoVCwb98+wsPDK33fTdSoUYP8/HzUarUYAOz06dPodDq8vLzQ6XTs3buXGjVqiAFC4b5CHR0dTWJiopmCV1JSQm5uLk5OTqIC5ufnV+1nEBcXR0pKCtu2bRO3yqxZs4YxY8ZUeI5arWb58uU0bty4Wm2VR0FBAXK5HD8/P/r06UOfPn1wdXVlxowZtG7dmnbt2pmVNyn+FT1HFxcXLCwsSEtLw8HB4ZHle1S2b99OUVERoaGhDy0bHh7OvHnzOHr0KMOGDROPC4JAcXExgiCYXdP+/furJcutW7eYMmVKtc6RkPhv8ewvt0lI/I9y48YNpk2bhoWFBYsWLcLb27vccnq9nri4OHbv3l1pvtoniZOTEw0bNhSDqsF9d7KzZ8/i5+cnui+bLH8mS8eVK1fKXcE+c+aMaI3JzMwkNTWVOnXqVNsSb2FhgU6nK2O1MBqNJCcnmx0vbQF60BKjVCrLtQBmZGQgk8kYOXIkL7zwAgEBAeTn55db1sLCAr1eX8a65+DggL+/PykpKbi5udG4cWPRCla3bl3RY0Amk1GnTh1sbW3ZuXMnubm5ZpMcLy8v3NzcSE5OplGjRgQEBBAQEEDDhg3x8PAQg12FhIRw584drl+/bubt8KDMJqvmg8cVCgV+fn5kZmaKeZgBTp06ha2tbbl7XivDwsKChg0bcuHChQrLyGQyvLy8aNKkiZkHick9X6/Xc/v2bTF38qVLl0TX4NIYDAbu3btHnTp1KnVxlpB4GKb843v37mXOnDkEBQUxbNgw4uLiOHr06BONcSCTyUTPn4MHD1Y7jWXTpk1JSkqqdj5ruK9YN2jQgN9//51ff/2VqKgoUlJSuHbtGvv27RMDmcF9y3NsbCwxMTFl7keTJk1QqVRER0cD9xdrr1y5grOzs/i9MBgM5OTkmMl5584dcTGyNGq1mvj4eOrWrftIUb0zMzNxcXHB29tbHDNLW13Lw93d/YnEHTDx8ssvU7t2bX788cdKPV7Ko169etjZ2REXF/eEpLuPwWDg5s2b7Nq1q0I3c71ez5IlS6hfv77ooWIiPz/frO8IgsBff/0FlL9AfuvWLRwdHav9vZGQeF6QZigSEs8gqampfPPNN/zxxx+88847XLp0SczPHRQURN26dUVrskajYd26dWzdupVTp049lcjUTk5OdO3aldmzZ4vuhydOnOD27dtmaVC6devGunXr+OGHH7CxsSEyMrJcZfbgwYMsX76c+vXrs23bNuRyOU2bNkWpVFJUVMTdu3fJzc0lLy8PCwsLrl+/jrW1dZm0N0FBQURGRrJ582YaNWqEm5sbnp6eGAwGvvnmGywsLGjWrBkWFhbExcVx4MABhg0bJu49N+Ht7c3x48c5cuQIzs7O+Pr6Ymdnh5OTEyUlJezatYvi4mISExP56aefyt0b7+rqKkYCViqVWFlZERgYiI2NDT169ODgwYN88cUXDBgwABsbG27cuIFarWbo0KGipcjZ2Rl/f3927dqFt7e3mQWpXr16hIWFsWbNGgwGA82aNUOtVhMXF0eTJk3o06cPFhYW9OzZk6ioKObPn8+QIUNwcnLi1q1b1KxZk0GDBon1mRYbtmzZQmhoKA4ODtStWxeFQkFQUBBubm6sWLGCgoICiouL+eqrr2jWrBlNmzatdv/p1q0bmzZt4t69exUuRFVESEgIAQEBfP3115SUlJCVlcWvv/5KWFhYmX2qGRkZ3Lp1i/bt20sR3CUeifj4eFavXk27du0YOHAgCoWCNm3aEBISwurVq+nUqVOl++4flaCgIAICAtizZw9dunSpMIZDeXTr1g2j0ciJEyfo06eP2W8Gg4Hdu3eTmppKeno6N27cYOfOnTg5OdG9e3c6dOhAYGCguDCXkZHBpEmTaNCgAZ988omZcpyamsrixYspKipiw4YNZotirVu3pkWLFnz22WcUFxeTl5fHjh07GDBggBgD5IUXXmDu3Ll89913dO3alaSkJNatW0fLli1Fl3cTeXl5JCYm0rNnz0dSlk0LCabvq0wmo0GDBrRq1Ypjx46Ve07//v3LfDMeJ1ZWVowdO5YFCxbw559/itk0qoK/vz9+fn7s37/fLNWZiRMnTpCWliYurv/+++/cuHFDTI1aXFxMXFwc6enp3L59m6KiIvbs2YOHhwchISFiTAi9Xs/evXv5+uuv+eWXX8r19ouLiyM2Npa5c+eWCeJ3/PhxIiMjad68OY6OjiQkJPDTTz/h7+9fbraBmJgYfH19zdKvSUj8k5AUdAmJZ5Dk5GROnz5NcnIyixYtMvtt1qxZjBo1SlQCjUYjGRkZxMfHP3R/25NCqVQSHh5OdnY2P//8M+vWraO4uJhx48bRt29fcbJjWmyYP38+/v7+hIaGcvDgwTL1DRw4kL1797JkyRI8PT157733xNRF586d44033sBgMJCRkYFCoeDYsWPY29szZ84cM6vy8OHDOXz4MJ9++ikAQ4YMYerUqVhbW9OgQQM2bdpEZGQkxcXF2NvbM3r0aN55550ylvqJEycyc+ZM3nzzTQRBYNWqVbzwwgs0btyYN998k/Xr1xMZGYmvry+vv/46X331ldn5MpkMX19fRo4cya+//sratWuxtbXl7NmzYrojUxT0KVOmIJPJqFWrFn379jVz0zblNf/xxx/p27evmSupjY0N48ePx87Ojk2bNvH9999jY2NDvXr16NixIwqFQswX/MUXX7BixQo+//xzcQI6ceJEM5kbNWrEv/71L9asWcPq1asJDg4mIiICV1dX6taty/Tp01m8eDGTJ09GLpfTpk0bpk2bVmkQr4oICwvD3t6e7du3i5Hyq4qnpyfTpk1j/vz5TJ48GQsLC0JDQ3nzzTfLTAKvX79Oeno648ePL3cRRUKiKuh0Onbs2MHNmzf5/vvvxb7k4uLCkCFDmDhxIps2bfpbcUGqiqOjIwMHDmTmzJmcP3+eHj16VNldvWHDhnTu3JnffvutjIKu0+kYP3686DJ+7do1jh07hq+vL927d8fOzs7svVKpVFhZWWFnZ4eHh4fZ/v6SkhIxEvmDW5mcnZ2ZP38+M2bM4NNPP0WpVNKrVy9ef/110Vo9ZMgQCgsLiYqKYtu2bSgUCjp37sxHH31kphALgsDly5eRy+U0b978se7Flslk+Pn58dFHH5GZmcmVK1fE3+RyOT179mTChAlPPHtK9+7dWbp0Kbt376ZVq1blbt8pD2trawYMGMDnn3/OwoULy8j5zTffcPz4cYqKiiguLmbmzJkolUr279+Po6MjeXl5LF26lEOHDpGXl4dGo+HDDz+kXr16fPPNN7Ro0QK4/wxyc3O5c+dOhfEmTPFuXnrppTK/ubm5kZSUxPHjx1Gr1VhbW9OhQwfee++9Mou2er2eY8eOMXbs2GfCbV9C4kkgA8xGzYkTJ/L1118/JXEkJB4/oaGhHDhwgDlz5vDJJ588bXGqhNFoxGAwlLs/W6FQiPvOADHIkNFoRKVSPdH8u4mJiXz44YeMHDnSbA+6SQ6TLBqNhl69emFhYcGqVauoX79+GVllMhlyuRyDwYBSqUQul4uB5Ux5h017JE3XbLo3FbmPmuopLZOpPbg/oTJNIE2/me6xSZ7S99bEg8+jtLyl6zHJajAYzNoytWeqx0RpJfFBWcuTp3QdpvpLy/qgPKZrfnCfYnltlb7HJkrvM5fJZCiVygrrKE8e07N68Lk8iCAILFy4kA0bNhATEyMuPOj1egRBKLNgYpLL1N8flOXBdwTuu9AuWbKEixcvMm/evGpZHCUkSlP6PTT1TVNfe/D9fBxtmcbF0u/Rg8dN73fpMbS8sczEyZMnGT58ONHR0eL4bKq3oiB75S1qmdozjSEPjkemsbr02FH698reW9N9Nn0LoPxxxmAw8Oqrr1K7dm1mz579SAr6+vXr2bNnD3PnzjVTDI1GIwkJCaxatYp9+/ZhZ2fH0KFDGT58OK6uro/tu1v6fpb2OCjvPpce68u7vyYKCwsJDAxk+vTpvPXWW2a/lQ7sWpoHv8mVlTHJZ+r7FY33er2+wnnKg30Byn/WcP8ZLViwgAMHDjxSdHrTHvTRo0fTr1+/v12PhMTjICwsjH379on/lyzoEhLPIKbJVVV48EP+tDBNEE1BzzZs2MCXX35JcnKyOAEsT9bSk1iZTCZOeCua3JYXzbYymSq6NyZZq0JFz6P0NT9YvryylaWjqspzrEodVbmuqvaZR5W3qs/KtKf28OHDxMTE0LNnT6BswLmK5KqKLJmZmdy9e5chQ4Y8UddjiX8+lb2H1Rm7q9qWTCYr8x5VdrwqsTratWtH//79OXTokJmCXl6dD5OvovYeJsvD3tuHjXcmUlNTycnJYcaMGU8skrlcLsfX15fZs2cze/bsJ9IGVHzPyjte1XHczs6OuXPnsnXrVl577TWz5/uwvlLV/lSVZ/WwZ12VaxEEgY0bNzJx4sRnKnWchMTj5unP6iUkJP6R+Pj4EBER8VykfpF4+lhaWrJz584nVr+XlxeLFy9+YvVLSDxvLFmy5GmL8Fjw8vJi9+7dT1uMZ5qXX36Zl19++WmL8cjIZDJ27NjxtMWQkHjiPJMK+rfffmsWzbFr165lIj5WhfPnz7Nnzx7x/zKZjI8//rhMuaioKK5evfrQ+iwsLHBxcREDhlTXannp0iW2bNlCbGwsycnJFBQUYGtri7u7O61btyYsLIwuXbpUq04Jif8mNjY2dOjQoUqBvKqTW1tCQkJCQuJpU7NmTQIDA6Ugkv8DWFtb06xZM8mjSuKZ5JlU0L/44gsyMzPF/7/44otERkZWu57FixezevVq8f8KhaJcBX39+vXVzoPr4uLCBx98wMcff/xQd7C0tDTGjh3L9u3by93HA3Do0CHmzp1L8+bN+eGHH2jWrFm15JGQ+G+g1+tJS0urdqoXCQkJCQmJZ53i4mJycnKeWsBVif8eBoOB7OxsM4OghMSzwnPhe7p//37UanW1zjEajU/UXTI7O5t///vfhIaGVqqs3Lp1i5CQEKKiosoo5+Wl5Thz5gzt2rVj165dj11mCYlHRafTcfPmTTHXuYSEhISExD+FvLw8kpOTn2gee4lnA51OR2JiIgUFBU9bFAmJMjwXCrparWb//v3VOufkyZOkp6dXu63u3bszZcqUcv8++OADevXqZRYw48iRIxWmBdLpdPTp04eUlBTgvov8pEmTOHfuHHq9XlylvXDhArNmzRLTE2k0GoYPH87169erLb/EPwNTJF2NRoNarUatVqPVas0inD5rmKK9mmTWaDQVRn+tiMuXL9OlSxfWr1//0GvNyspi1KhRTJ48ucIVcL1eX+FEyyRvcXExarWa4uJidDpdue2WlJQ8kkXFFOG2uvfDhF6vR61Wl5FBEATUajU6ne5vy1YRRqOxwghYy+K7AAAgAElEQVS/TwJTpOHt27eLx7RabZnrMxgM4jthelaCIKDT6cTnWJ7cCQkJDBs2jLVr1z7T75GEhMSzhWl80Wg0ZmOH0WhEo9Gg0+ke2zgpCIL4TTL9aTQacewXBAGNRoNWqy1zrmkMfFAWQRD49ttvadeuXbnnVUUmnU4nylVanqpiNBrN6qjsmyUIgjj2P/j9FgSB5s2bM3/+/P/at+lJUvp79uDf33lWEv8cnnkF3bSHddu2bdU6r/Qkrzr7YPv27cvcuXPL/Vu0aBF79+7lypUrBAcHi+esXbuWixcvlqlr5cqVXLt2DQAHBweOHDnCV199RXBwsBjpUi6XExQUxL///W/Onz9PgwYNgPuT1RkzZlTrmiX+ORQUFLB48WJCQ0MJDg6mZcuWvPzyyxw4cKDCHKNPm9zcXJYtW0bnzp1p0qQJnTp1IiIigvz8/CfSnlKpxM/PDx8fnwoD0a1bt4758+eXOS4IAikpKcyePZtOnTrRtGlT2rVrx+uvv865c+fKlJ85cyaHDh16JHkvXrzI3LlzSUxMrPa5hw8fxsHBga1bt5odz83NpWbNmnz55ZePJFt5xMbG8umnn/5XvCUEQWDWrFnUqlWLsLAw8firr76Kg4MDEydOFCfG0dHReHl54e3tTUpKCkajkbNnzzJq1CiaN29O69at+fjjj0lISDCbwNWqVYsuXbqwZ88ekpKSnvg1SUhI/DMoKChg5syZ9OzZk2vXrokp7s6fP094eDhffvlltb08K6KwsJCQkBA8PT1p3LgxLVu2pEePHmzYsIGCggJyc3N58803CQsLM2tTrVbz9ttv06JFC/Ly8szqTE5OZt68eXz00UfV3ltvMiK98847NG/enKZNmzJgwAAOHjxYrXqOHTvGG2+8QatWrXBzc2Pq1KkVls3Ozmbw4MHY2dmVmfvLZDLmzJnDunXruHXrVrVkeBY5fPgwDRs2NPvz8/PDwcGBt99++2mLJ/EUeeYV9FatWgGwc+fOarkcRUVFARAQEICtre1jlcnf35/du3fj4OAA3J9cbtiwoUy5jRs3iv/+9NNPadu2baX1ent7s2nTJlHZ2LZt2xNTbiSebQRBwM3NjeHDhzN37lxmzJiBtbU1n3/+ORcuXHja4pVBr9eze/duVq5cSWhoKEuWLKF3794sXbqUHTt2PJH9fA4ODnz66aeMHz++wjgQx44dM1usM2EwGFi9ejWbN2/mpZde4uuvv2bSpEnUqlWLrKysMuV/++23chfhqsO9e/eIiooqt/6H0aZNG5ydnTl69KjZ8cOHDyOTyejcufMjyVYeN27cYNOmTf+VeAP37t1jzZo1vPHGG2WepYeHB2fPniU9PR2j0ci+ffuoWbOm+HtycjKzZ88mLy+PBQsWMGnSJE6cOMGqVasoLCwUy6lUKlq2bEl6ejoXLlyQrOgSEhJVwsHBgSFDhgCwefNm0XNp+/btyOVyhg0bho2NzWNrT6FQEBYWxsqVK5k1axaNGjXivffeY8eOHTg7O/Paa69x+/Ztcd4pCAKHDx/mjz/+YNq0aWW2T65duxY7OzvCw8OrLUt8fDyfffYZaWlpTJ48mfnz5zN06FAcHR2rVU9BQQHu7u688cYbuLm5VViupKSEzZs3k5OTU6FxrXv37jg4OBAZGfncj+NNmjQhIiLC7K9v377Y2dk9ke+6xPPDMxkkrjQvvvgip06dIisri2PHjtG1a9eHnnPt2jXRcj1gwIAnkkqkVq1ajBgxgoiICOC+S31pBEHg1KlT4v+HDRtWpXqDg4Pp1KkTR44coaSkhOPHj9O7d+/HJ7jEc4GDgwOjR48WP1CCIODp6cmYMWO4d+8eLVu2fKYipOfm5oorwW+//TZeXl60bt2aM2fO8Pvvv9O7d29cXV2ZNWsWQUFBDBo0CLgfQHHx4sUMGzbMzCuloKCAFStWcPv2bWrXrk2fPn3w9/cH7ivXP/30E3FxccD9j3V4eLi49UStVrNhwwbi4uKIjY0lOzub9957D4C2bdsycOBAZDIZe/fupVu3brz//vuiVcG0rQDuK6jr1q0jJyeH9PR0IiMjuXPnDgBjx44lMDAQnU7H+fPnOX78OElJSchkMoKCgggPD8fV1RW4780THR1NfHw8iYmJLFiwAHd3d6ysrMys+6mpqezbt4+LFy+iUqlo164dXbt2xc7ODnt7e7p168aZM2coLCzEzs4OuB+fw9XVlZYtWwL3+8nZs2c5cOAA6enpeHh40KtXL4KCgszy02ZmZnLo0CHi4uLQ6/XUr1+fsLAwvL292bJlCzExMVy8eJHMzEw+++wz7OzsqFOnDm+99Rb29vaivHv37uXy5cuoVCratGlDr169zCw0iYmJ/PDDD/Tu3Ztr165x6dIlrKysGDp0KE2aNBHL7dmzB71eT69evcr0LW9vb7y9vTlx4gRt27bl8uXLdOvWTZycnjt3jsuXL/PVV1/Ru3dvtFotmZmZbNu2jeHDh5u1U69ePTw9Pfn999/p1q0bVlZWD+/cEhIS//MEBQUxdOhQVqxYwZAhQyguLmbPnj288cYb1KtX77F+j005103jYffu3dmxYwfR0dGMGDGCjh070r9/f2bPnk1oaChWVlZs3bqVRo0a0adPH7O68vPz2bdvH/3798fa2rpachiNRmJiYsjNzWXBggU0bdq0ynnRH6RHjx6EhYWhUCj44YcfKix37do1YmJi6N69O2fOnCm3jEKhoHPnzpw8eZLs7OxKFf5nDbVazblz5zAYDLRu3ZoaNWqYPbNbt25x6tQp+vbty6BBg7h8+TIJCQm0bt1anFNI/G/wzFvQBwwYIP67qm7uJus5QP/+/R+7TCaaN28u/js1NdXst9zcXEpKSsT/lxcQriJMXgNw37Ik8b+HKUWZRqMhNTWVixcvsmPHDoxGo6icmSgqKmLu3Ll069btibsjm+R6cNU6NzeXa9euERQUJMZSsLGxoXnz5ty5c0eMB/Hzzz9z7Ngx8bzs7GxWrVpVxlVt+fLlYnBIk5u66V2QyWR4eHjg4eHBiRMniImJMfOukcvleHh44Ofnh729PZaWlvj5+eHn54e7u7uZO3xhYaHZPi+VSiUqoFZWVvj4+ODn54dKpcLFxUWsx2QtycnJ4ZdffmH//v1otVoKCwuZP38+s2fPFi3PpvNq1qyJpaUlXl5e+Pn5UbduXbHde/fuMXPmTCIiItBqtaSlpTFr1izWr18vyjd48GDS0tLElJAlJSUcOXKETp06idaM6Oho3n33XWJiYjAajRw9epQpU6Zw4cIF0d07MzOTefPmMWfOHBITE9FoNOzZs0cMqunq6oqvry81atRApVKJ98DLy0tU8rOysvj6669ZsmQJWVlZ3Llzh0mTJrFq1Sozt/L09HS+/fZb5s2bx6FDh3BwcCAzM5OzZ8+aPe8jR44QGBiIi4tLmT4nl8vp1KkTMTEx/Pnnn9SoUYM6deoA9xckEhMTUalU+Pr6IpPJsLS0JDAwkKysrDJxSJycnPD39+fPP/+U9vdJSEiUwfR9eHB/s0qlYsSIEXh5eTFt2jSWLFmCj48PL7744kMz+TwqdnZ2GI1G8btraWnJpEmTKCwsZNmyZZw6dYpz587x2muvlbFsX79+nbt379K9e/dqt6tWq7ly5Qp169Zl165dhIaGEh4ezjfffFNtTzArKyuUSmWlCxlFRUXs2LGDWrVq0aJFi0rLtmvXjoSEBG7fvl0tOZ4WOp2OrVu38q9//YuxY8dy8uTJMp6FOp2Or7/+moKCAmbNmoWDgwOJiYnMnj2bQYMGMX/+fNFIIPHP55m3oDdo0ICAgAAuX77Mtm3b+Oabbx66UmlyafX09Pxb+dOrSulB+cEgVQ/uib169apo5XoY48ePF1dO69ev/4hSSjzP7N27lzFjxqDT6bCzs+P999+nTZs2Zu+AwWDg6tWrotfFk8TCwgIrKyuys7PNjms0GjIzM3FxcREtqEqlEnd3d3Jzc6vtJm1ra8v333+PjY0NBw8e5OOPP+bs2bN4eXkhk8kICwujVatWXL58ucy5lpaWhIWFIQgCcXFxCILAO++8A9x/L+VyOUajkaFDhzJ9+nTu3LnDgAEDePHFF0XFD8DLy4vRo0cjCAIRERF07NhRrMekqDo6OjJp0iTs7e2xsLBAEASio6P55JNPGDhwIB07dqRdu3a0adOGPXv2cObMGV566SVCQkLEdgwGA3v37iU2NpaIiAiaNm2KXq9n3bp1bN68mY4dOxIYGEhYWBgfffQR586do2XLlly6dIm0tDT69esH3FeGV6xYQf369Vm8eDGWlpbcvXuXTz75hO3bt9OgQQOsrKz4448/2Lx5M7NmzWLw4MEoFAq0Wq34jDp16kSHDh2ws7MjNjaW0aNH4+3tjUwmQ6FQIAgCN27c4LfffmP69OkMHz4cQRCYPn0669evp0ePHjRq1Ei8voKCAuzt7Vm4cCEODg4YDAaz8VGj0XD79m2aNm1abl+Qy+V06NCBw4cPk56eTnBwsGj5LikpITs7W9xu1KVLFwIDAxk+fDhGo7FMv5PL5Xh6enL37l0pSrOEhEQZ7O3t0Wg05X6zXF1dmTFjBj169MDT05N169Y9EeutIAjk5+eTmJhIdnY2S5cuRa/X061bN7FMnTp1mDlzJjNmzODQoUO0bNmSdu3amXlKAdy5c4eioiICAwOrLYdarSYtLY3o6Gh8fHx45ZVXuH37NnPnzqW4uJgPP/zwseWLFwSBmzdvcuLECSZOnPhQK72Pjw8FBQViEOZnlfT0dH755Re+++478vLy6N27N9999x0tWrQo49Gwa9cutm/fzjfffIOvry9w33uifv36bNy4kYiICBYtWkS/fv145513aNKkSZnnLfHP4ZlX0OG+m/vly5dJTEzk7NmzZpbrB0lPTxfdzfv161dh8KjHwc2bN8V/P2j5cXR0xN3dnYyMDACmTZvGrl27quQa5OvrK76cEv/btG3blvXr13Pr1i0OHTqEo6MjMpkMQRBEJd3CwoIePXrg4OBQbRe2yMhIYmNjKy3Tt29f2rVrh1KpxNnZmfbt2/Pdd99x5swZHBwcsLCwoFmzZpSUlJitkMtkMpRKJXq9vtp70Pv374+joyNKpZJGjRpRt25drl69Ss+ePcWVeKVSWe77bWoX7itk5bnkKRQKxowZg5ubGxEREcyePZvp06cTHh7OokWL8Pb2FpX50uc8WI+lpSVubm4UFhZSVFSEVqvF1dUVg8EgetUoFArkcrl4b5RKpVk9OTk5nDp1isaNG6NSqcQJh4uLCwUFBaSmphIYGIiNjQ1NmzYlLi4Oo9EoPrfQ0FAArly5wtWrV5kyZYpo3TAppHFxcRQXF6NSqdi/fz9BQUF0795djM9hZWUlWl4UCoX4B5SRV6/Xc+HCBWrUqEHz5s1Fb4LRo0ezbds2rly5YqagOzs706tXrwonsgUFBeh0ukrd9zw8PJDJZBw5coQxY8aIGS5MkfFVKhVFRUXcvn1bvM+CIJTb7+zs7CguLhYV9PT0dLZs2UJ8fHyF7Zv6cGWTUbVajVwur9RtXqfTVWptMxqN5OfnY29v/0gTr4KCAhQKRaX7Yk2Brir7RmZmZlaqgJiyTZTuL+WRkZGBu7t7hb8bDAZkMlmlsuh0OoqKikQPnb+DIAjk5eVhZ2cnjhEVyVPZ9eh0OnHRtCKexz6jVCor/Yb8E/uMn58fI0aMED2nAgICMBqNTJo0iYCAAORyOX5+fowePRorKytcXFxQKBTiArTpe7d69Wpxa2V5aLVaSkpKKu0zcN9Ao9fr+fHHH9m4cSMlJSU4ODgwf/58Ro0aJZaTyWSMGTOGlStXkpWVxYsvvljuGJqfn49er6/wHjw4Tpq+mTKZDIPBgE6nQ6vVsmTJEkJCQigqKkKpVBIdHc2gQYNo2LBhpddTVbRaLT///DP16tWjffv2/PnnnxWWLf0dLR0ob9GiRaSlpVV4nkajISMjQ4wgX1hYWMb79XGRnZ3NihUrWLp0KTY2Nrzxxhu8+uqreHt7lykrCIIYh6Vr16707t1b7FcqlQp/f3+mT5/OJ598QlRUFKtWraJ79+60adOG5cuXmxkWJP45PDcK+uzZs4H7bu6VKeg7d+4U3YBKu8c/bkpKSsyCwJVn/enbty8//vgjAAcOHKB169bMmzePHj16PNGFA4l/DjVr1qRmzZoIgkBISAiTJ0/G3d2dF198UZzcWFlZ8corr/DKK69Uu/7U1NRKJxUA7du3F939LCwsGDRoEMXFxcTGxpKSkoKlpSWNGzfGyspKTAVnslJrtVqsra2r7QJYeuJjbW2Nvb09WVlZj9XqaWtry8iRIxk2bBh37txh//79zJ8/n//85z8sWbKkSotpBQUFbNy4kaioKHJzc8VrLi89TEVoNBqys7M5efIkN2/eNBsbnJycRCVLLpfTpUsXDh8+THJyMn/88Qdt27YVrcf5+fkUFRWxYMECli5datZGmzZtkMvlCIJAcnIyjo6O1dp2UxpBEMjMzMTW1tYsAKebmxsGg6FMTllLS0s8PT0rrM+kUFfm/eHi4sILL7yAnZ0dPj4+ooKuUCiwtLREq9Xi7OzMoUOHsLe359q1axXulTRZ8E39y5QL92HvQelFsfIweRdUFrTIxsbmodGejUZjpZNMuVyOk5NTGS+WB+swTbIrwjTBrShFoanMw1xZH3Zf4P64UZm8KpVKTHtYWTuCIFSaPtXJyYnCwsJK6zGNT5Xh4OBQaYDWirb6PCivqWxFSH2mYv5bfca0iGzC19eXjz/+mHXr1nHz5k0EQUCpVGIwGMjNzeXzzz8nODgYOzs7li5dypw5c7Czs+PevXuVjiFV6TOAuNA9ZMgQxo0bx507d5g3bx63b99Go9GYLaDI5XJ69uzJX3/9JWYAehCFQlHp+Go0Glm/fr34/8DAQJo1a4ZSqRTH1+DgYNzc3JDJZNja2hIcHExUVNRj3VJ3+vRpjh49ysKFC5HJZKISbVoMU6lUZn3GtLBQ+l2+fft2pdtCLSwscHZ2FucjeXl5lfaxR6GwsJAbN27g6OjIa6+9RteuXbG0tCx3/NFoNGzdupW0tDT+/e9/V7hgV1JSQkDA/7V370FRnWccx38LVO4roCsVkFgUrYHGWIkaQZxUiZdENKImmkRb02ptplOjppLp1DG1DUmMVaOxSTPVhnQwxmpMHG+RpFqp1aZEqmgao+YCseKNS0B0gX37B+XUFTSoGA7m+5nZGfacs2ffs8DZ85z3eZ/3Vk2ZMkV1dXU6evSoSktLCdBvUm0iQE9KSlJMTIyKi4u1YcMG/epXv7rstg3jz0NDQ69pzE1z1NXV6dFHH/XqQb/33nsbbfeLX/zCqwpyQUGBhg0bpi5duigjI0MjR45Uampqi6UI4eblcDjUsWNHBQcHq7CwUCNGjGiRqrEzZsy46qk8IiMjNWvWLK9lx44dU6dOnXTq1CmdP39eISEhqq2t1YkTJxQeHm71TnzjG9/wuhi6eC7ri12cXlhTUyO3263g4OCrvrHVnMI9fn5+io+PV3x8vD744AP961//UllZmVfvTVP7Mcbo0KFDWrFihTIyMpSenq6wsDAVFRV59XQ05/0DAgI0fPhwPfbYY9ZnJdVfgDX0RjkcDg0YMMDKejh8+LAmTZpkbevv7y9/f3/NmzfPq46FVH8TpyG9PDQ0VOXl5Tp//vw1zXDhcDgUGBiompoar4u+qqoqawz4xXx8fK54jgsJCVH79u2vOPVZYGCgJk6cqHvvvVfR0dHWcj8/P3Xo0ME6noSEBBlj9N5778nHx6fJ3qrS0lIrO0OqL0KXlZXV7OMHcPNqOM9eOutOXV2dVq9erf379+sPf/iDKioqNH/+fO3cuVMjRozQvHnzWuT9v/jiCzkcDkVHRys5OVnJyckKDw/Xj370I6WkpDQqAtcQ+F/uu87lcsnf31/Hjx9vshfd4/E0qu/U0OEUFBSkDh06WAVQL37Plpadna2zZ89q8+bN2rZtm4qKilRTU6N169bJ7XbroYcess7ZxhhVVlbK4XB43Whevnz5Vb3n0aNHNXfu3BY9jgadO3fW7Nmz9c477ygvL09bt25VXFyckpOT1a9fP3Xr1k3+/v4yxujgwYPasGGD7r//fvXq1cvr8224+fb+++9rz549VuG8pKQkzZkzp8UyGGA/bSJAdzgcSk9P14oVK3TgwAEdPXrUquh8sXPnzik3N1eSGlUTbq7i4mLl5+c3ua6srEyFhYVatWqVVUFaknr16qUxY8Y02r5bt27asGGDJkyY4HWnsaioSEuWLNGSJUsUHBysoUOHauTIkRo5cmST6S/4+qmoqJDH45HT6bR6o48fP66PP/64UQaG2+3Wrl27dPjwYX3/+9+/6jT3lhAeHq6EhATt27dPZ86cUUhIiKqqqrR3714lJCQoMjJSUn1wX1RUZKWQ7tu3r8liXbt379aPf/xj+fj4qKSkRMXFxcrIyLjq/+nAwEArnfnilFaPx6Njx47plltusXpZG3pamkq9bEihvlR5ebkcDoeGDBliVaHPzc217v5fLCAgwKtKfIP27dvr29/+trZt22YVZWtI0a6urrZ+1w6HQ1FRUXI6ndq0aZMqKysbjUn85je/qX379um+++6zjqHhBkfDGPL+/fvrhRdeUGFhoVJTU61enerqaq+APSgo6LLjuHv06KGSkhJ98skn1gXFX/7yFzmdTsXGxn75L+aSzzYhIcE6dzel4QbVpamzDofDKrZ38OBB9erVS9XV1frnP/+pqKgor+nYpPq046KiIqvwHwA0x6FDh5STk6MxY8Zo4MCBKi8vV+/evbVmzRr16dNHUVFRN+y909LSlJiYqD/96U9KTk6+quynHj16KDQ0VPn5+U2OQ/fz89PSpUut506n0zo3BgYGWtMKnzp1SjExMaqurtYHH3wgl8vlVZCutrZWBQUF+sc//qHRo0d73UhtjuTkZAUHB1vfnQ3XBQ096Jf697//rYiICNteMzd8r/Xq1Utjx45VYWGh8vLylJ2drVdeeUU/+MEPNGHCBDkcDr388svq0KGD7rvvvkYdL3v37tWyZct07Ngx9ejRQxMnTtTtt9+ubt26tcq1Hr46bSJAl+rT3FesWCGpPs199uzZjbbZvn27lQp2rentixYt0qJFi5q9fUhIiHJyci47lmro0KEqLCxUVlaWcnJyGqXTVFVV6c0337R6/vv166fp06dr8uTJVxwjh5tbYWGhFi9eLJfLpZ49e+r06dPauHGj/P391b9/f69A9cKFC1q/fr1ee+01jRs3rlVO2u3bt9fQoUOVm5urefPm6a677lJubq5OnjypOXPmWD2Zo0aN0rPPPqsnn3xSISEhlw1md+7cqSeeeEK33Xab/vznP8vpdOr222+Xj4+PKioqdPjwYZWXl1uplO+//74CAwP1rW99y6uXICkpSatXr9ayZcvUt29fRUVFqWvXrvJ4PHryySfldruVkpKigIAA7dq1S++++65mzpzZqBJuXFyctm3bpoSEBLlcLiUkJCgsLEwul0tut1srV65UUVGRDh8+rNdff73JFDWXy6XKykq9/vrrVu91//79FRAQoBEjRujtt9/WjBkzdP/998vpdKqgoEDV1dX66U9/ahWLjIiIUI8ePfTaa6/pO9/5jlcAGhcXp7Fjx1oVdgcNGqTKykrl5eUpNTVVDz/8sPz9/TVkyBCtX79eTzzxhMaPHy+Xy6UDBw6oW7dumjZtmrW/Pn36qLS0VL///e81atQodejQQb169ZKfn59uvfVWde/eXU8//bQ+++wzVVZW6vnnn9fdd9/tNV1ec6WlpWnlypU6cuSIunfvflWvTUpKUt++fbVgwQKVlpbq1KlTysnJ0SOPPNKolsd//vMfHTlyRIMHDyZzCUCzVFVVaf369aqurtbkyZOtIQPjxo1TZmam8vLyNHbs2Bt2zdauXTs9+uijmj17tvLy8prM2Lycrl27qmfPntqyZYsmT57caL3D4bjsTVVfX1+lpKRo9erVmjNnjqZMmaJPP/1U2dnZevjhh71Sq2tra7Vjxw5lZWWpd+/ejQL0Tz75RH/729907tw5lZaW6sCBA3r55ZfVs2dPDRgwQOPGjfO6bt+9e7c2btyo8ePHW8VMGxhjtGvXLnXv3l1xcXHN/ixag4+PjzVVaEpKio4fP67du3fL19dXHo9HO3fu1Jtvvqlhw4Zp69atXp0v0dHR1jXf7NmzFRsba9VAwNeDufgxc+ZM09o6duxotaempsYYY4zb7TZhYWFGkklJSWnydVOnTjWSjJ+fnzlz5oy1PCQkxEgyvr6+Tb5u/Pjx5tLPoTmPHj16mPz8/GYfV01NjdmxY4eZO3euue2226647/79+5vPP//8Kj41XE5aWpqRZLKyslq7Kc326aefml/+8pcmMTHRBAUFmcjISPPAAw+Y/Px8U1dX57VteXm5mTJlivHx8TElJSWt1GJjamtrzbp168x3v/td4+fnZ0JCQszSpUuNx+OxtnG73Wbq1KnG5XKZ1NRUk52dbSIiIsy6deuMMcYcPHjQpKammmeffdYMGzbMBAcHm8GDB5u//vWv1n7efvtt43A4jMPhsP5fHA6HcTqd1n4a1NXVmenTp5uIiAjj4+NjHnnkEVNWVmZqa2vNhg0bzD333GM6depkgoKCTGJionnxxRdNbW1to2MrKCgwKSkpJiAgwDgcDrNp0yZjjDHnz583a9asMb179zZOp9MMHTrU7NixwyQmJprVq1d77aOqqsr87ne/M7fccovx9fU1TqfTWufxeMyhQ4fM5MmTTXh4uHE6nWbQoEFm5cqVpqyszOt4Vq5cafz8/MzcuXPNuXPnGh3v2rVrTVJSkgkKCjLR0dFm0qRJZu/evdZxeTwe89FHH5np04fcjusAAAiUSURBVKebTp06mbCwMDNq1KhG5zKPx2MWL15sYmJijK+vrxkwYID19+XxeExhYaGZMGGCcTqdpmPHjmbWrFmmrKzM6/f93nvvmS5dupi8vLwr/ekYt9ttunbtap566imv5RMmTDADBw5stP1LL71kwsPDTXFxsfF4POb48eNm+vTpJjQ01ERFRZmnnnrKfPHFF15tMab+b2fQoEFmz549jdYBwKU8Ho/5+9//buLj480LL7xg3G63ta68vNz85Cc/McnJyebEiRMt8n4VFRUmMTHRzJ0712t5SUmJufPOO82MGTNMRUWFMab+fD937lwzZMgQc+zYscvuMycnxwQFBZnS0tKrbo/H4zH5+fkmPT3d+k5ZsGCBKS0t9TqHVldXmwULFhiHw2F27NjRaD9vvPGG6dy5c6Pv7alTp5ry8vJG2+/cudMEBgaatWvXNlp34cIFEx8fb7Kzs6/rPH7kyBGTkZFh3nrrrWvex9XyeDxej6ysLK/P4+JHWlqaKS8vt7bFzW3YsGFecaDjfz9YZs6cqcWLF7f4XYCr4XK5dPr0aUn/L5ghSQ8++KBycnLk4+Oj48ePW2mzUv34oKioKJ08eVLf+9739M4771jrQkNDVVlZKV9f3yYLikyYMEFr166VVJ8OdKUUzXbt2ikmJkZpaWkaPXr0daVJFhUVacuWLdq8ebO2bt3aKNU3ISFBe/fuvaZxovi/u+++W9u3b1dWVpYyMzNbuzlfCw1jxk6ePKnly5crMTGxtZsEm/vjH/+oJUuWaPv27Ves3nytqqqqtGjRIp06dUrz58+/YtV4ALhZnD9/XsnJyRo/frx+/vOft+kixcYYLV26VBs2bNAbb7xxXbM6NIxBnzJlijVdKdBahg8frm3btlnP21QO9ZgxY5STkyOPx6ONGzfqhz/8obVuz549VqXO66nePmPGDM2cOfO629ocXbp00bRp0zRt2jSdPXtWr776qubPn6+ysjJJ9WMqf/3rX1PACG1Ou3bt9Pzzz2vVqlU3fG523BwmTZqkwsJCffzxxzckQD937pxVPPTSaTEB4GYVEBCgp59+Wjt27GhU+bwt+vzzz/X4449fV3AO2F2b+i8dPny4NW7w0qqTDWO4pfo5lNuaiIgI/exnP9P+/fu9qjK++OKLLTq1FPBViYyMVGZmpvr06dPaTUEb0K5dOz333HPq16/fDdm/y+XSY489puTk5BtShRgA7CotLU2/+c1v2nxxTIfDoYULFzaqZg/cbNpUgH7x1Gm5uble8+2+9dZbkqTevXtbVX1b06pVq/TMM8/omWeeueJ8qpfq0qWLXn31Vet5WVmZDhw4cCOaCNxQXzanLgAAQGsICwvT2LFjrSKsgJ20qQBdkjWd2YULF7R161ZJ9dMtfPjhh5KuL729JWVnZyszM1OZmZkqLi6+qtfecccdXtWZS0pKWrp5AAAAwNdSeHi4MjIyCNBhS20uQE9PT7fGzzSkuTf0nkv2CdAvnhPzWnrAL54C6NK5fwEAAABcGx8fH/n7+zNtGWypzQXokZGRuvPOOyVJmzZtktvttsafx8bG2ma868CBA62fX3nllat67ZkzZ/TZZ59Zzy+dyxcAAAAAcPNpcwG69P9e8vLycq1Zs0Z79uyRVN+7bpcxryNGjLDuym3ZssWrl//LPPfcczKmfva7vn37Mh0QAAAAAHwNtMkAvWEcuiQ9/vjj8ng8kuyT3i5JcXFxysjIsJ4/8MADysnJsQLvpng8Hi1fvlwLFy60ls2aNeuGthMAAAAAYA9tah70BvHx8UpISNDBgwetAmphYWEaPHhwK7fM229/+1u9++67On36tKqrq/Xggw9q4cKFGj16tPr06WP1jJ85c0b5+flat26dDh06ZL3+nnvu0cSJE1ur+QAAAACAr1CbDNCl+l70gwcPWs9Hjhxpu/kdo6OjtXnzZqWnp+vEiROSpIKCAhUUFHzpa++66y6tXr3aNin7AAAAAIAby5Yp7mFhYQoPD1d4ePhltxkzZoy1TXh4uMaOHXvN+wsODrbWBwQEXHf7L3bHHXdo//79mjZtWrP2HRsbq2XLlmn79u0KDQ1t0bYAAAAAAOzLlj3oH3300Zduk5SUpLNnzzZrf0VFRVdcv2rVqmbt51q5XC699NJLysrK0rZt25Sfn68TJ06opKREvr6+ioiIUEJCgpKTk5WammpNIwcAAAAA+PqwZYB+s4qIiNDEiRMZVw4AAAAAaISuWgAAAAAAbIAAHQAAAAAAGyBABwAAAADABgjQAQAAAACwAQJ0AAAAAABsgAAdAAAAAAAbIEAHAAAAAMAGCNABAAAAALABAnQAAAAAAGyAAB0AAAAAABsgQAcAAAAAwAYI0AEAAAAAsAECdAAAAAAAbIAAHQAAAAAAGyBABwAAAADABgjQAQAAAACwAQJ0AAAAAABsgAAdAAAAAAAbIEAHAAAAAMAGCNABAAAAALABAnQAAAAAAGyAAB0AAAAAABsgQAcAAAAAwAYI0AEAAAAAsAECdAAAAAAAbIAAHQAAAAAAGyBABwAAAADABgjQAQAAAACwAQJ0AAAAAABsgAAdAAAAAAAbIEAHAAAAAMAGCNABAAAAALABAnQAAAAAAGyAAB0AAAAAABsgQAcAAAAAwAYI0AEAAAAAsAECdAAAAAAAbIAAHQAAAAAAGyBABwAAAADABgjQAQAAAACwAYckc/GCyMhIxcbGtlJzgJb34YcfqqKiQjExMercuXNrNwcAAAAAJEmHDx9WeXm59bxRgA4AAAAAAL56pLgDAAAAAGADfpJK//dzsKR2ki5IOtdqLQJaXoikb0iqlnS+ldsCAAAAAE1yGFOf4e5wOF6V9JCkHEmLWrNRQAt7QdIASU8YY55u7cYAAAAAQFP8mlg26X8PAAAAAADwFWEMOgAAAAAANvBf2pOlQEY/OUEAAAAASUVORK5CYII=" + } + }, + "cell_type": "markdown", + "id": "3961ee83", + "metadata": {}, + "source": [ + "For the quantum computing case, the following scheme is generated for each experiment and it has 3 different ansatz based on 3 tensor networks (TN). With only 16 variables we designed the amplitud embedding an one layer for each TN.\n", + "\n", + "![quantum_circuits.png](attachment:quantum_circuits.png)" + ] + }, + { + "attachments": { + "quantum_results.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "889b0669", + "metadata": {}, + "source": [ + "For the case of tensor networks are MERA, TTN and MPS, whose basic circuit for 4 qubits is presented below, each of the circuits were made since having 16 variables of data analysis can be done the amplitude embedding.\n", + "\n", + "The case with MERA with 1 layer is better than the the classical with 2000, obtain similar result with the 20000 samples in classical train set\n", + "\n", + "![quantum_results.png](attachment:quantum_results.png)" + ] + }, + { + "cell_type": "markdown", + "id": "dd4ac3fd", + "metadata": {}, + "source": [ + "https://arxiv.org/pdf/2204.03455.pdf" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "863458f7", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.metrics import ConfusionMatrixDisplay\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "ea8eef17", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "confusion_matrix = np.array([[4684, 346],[829, 300]])\n", + "plt.figure()\n", + "plt.imshow(confusion_matrix, cmap=\"Blues\")\n", + "for i in range(2):\n", + " for j in range(2):\n", + " plt.text(j, i, format(confusion_matrix[i, j]),\n", + " ha=\"center\", va=\"center\",\n", + " color=\"white\" if confusion_matrix[i, j] > 2500 else \"black\", fontsize=18)\n", + "plt.xticks([0,1], [0,1], fontsize=14)\n", + "plt.yticks([0,1], [0,1], fontsize=14)\n", + "plt.xlabel(\"Predicted Label\", fontsize=14)\n", + "plt.ylabel(\"True Label\", fontsize=14)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "17a02846", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "confusion_matrix = np.array([[3690, 1070],[182, 947]])\n", + "plt.figure()\n", + "plt.imshow(confusion_matrix, cmap=\"Blues\")\n", + "for i in range(2):\n", + " for j in range(2):\n", + " plt.text(j, i, format(confusion_matrix[i, j]),\n", + " ha=\"center\", va=\"center\",\n", + " color=\"white\" if confusion_matrix[i, j] > 2500 else \"black\", fontsize=18)\n", + "plt.xticks([0,1], [0,1], fontsize=14)\n", + "plt.yticks([0,1], [0,1], fontsize=14)\n", + "plt.xlabel(\"Predicted Label\", fontsize=14)\n", + "plt.ylabel(\"True Label\", fontsize=14)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "bb7366c1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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/wG7CzOXce1tD7r21ASXDC6OqbN8Tw4hJCxk6ei479h5KyNtv6BQ2bttHjzua8OxDNxOSP5jdBw4z/JsFDPlkBsdOXHif+fMpC+nYsi497mhCiWKFOHsuji07onlr1FzeGfMDMUcuvIWx7+BR5i3ZwE2RVenSLpKwkALsjT7CxNkreWPkbDZuSzqGlbdNn/hlsneOR777KgDXXNc0UVDcuPa3hH3xZkz6MuFz69vvSgiKl5ePoEBICJO//Iyjh2MoWqw41za+ka7/eYaKVybuT6xYuQrVa9Vl8fzZxBw8QNzZs5S6vBztu3Tnvn8/Raky5Ty95myVC1qB/pDc8HR9UMHSGlI98F+RCiQzx9ujQblNsxolVqT3QHVawspW08o9Pkg/I7D+1Zsv6VyZyd59NsZ4xp+R5ZzOgqIxxhsBcvtsQdEY4wnBBlqMMcZHYDynaEHRGOOZAIiJFhSNMR4RG2gxxpgE1qdojDFJBEBMtKBojPGOtRSNMcZHAMREC4rGGI+ItRSNMSaB4N8EsjmdBUVjjGcCoKGYelAUkeL+FqKqMd5UxxiTmwX67XM0kN68YuLmyedZjYwxuVMemBCieZbVwhiT6wX8w9uq+lNWVsQYk/t5FRRFJAIYg7OwnQLDVfVdERkA/As44Gbtr6oz3GP6AQ/hLJD3uKrOctPbAu/i3NF+pqqvpXVuvwdaRKQM0BW4CnhRVaNFpCmwW1W3pn20MSYv8HD0+RzwjKquFJEiwAoRmePuG6qqb/pmFpGaOGs9X42z7tNcEanm7v4QZ4G8ncAyEYlS1XWpndivoCgi9YEfgK3uSd/A6XNsDVQD7vXrMo0xgcvDPkVV3QPscT8fE5H1QPk0DukAjHfXgd4qIpuABu6+TfHrQIvIeDdvqkHR3yVO3wTeVdV6wGmf9FlAUz/LMMYEMHHnU/RnA0qKyHKfrWeq5YpUAuoBS9yk3iKyRkRGikj8otnlgR0+h+1001JLT5W/QbE+MDqF9D0kX9zeGJNHZWDd52hVjfTZhqdcnhQGJgFPqupRYBhOF15dnPjzltfX4G+fYiwQnkJ6DWC/d9UxxuRmQR6OPotIfpyA+KWqTgZQ1X0++z8FvnO/7gIifA6v4KaRRnqK/G0pTgVeFpEQ97u6TdrX3UobY/I4cSeZ9WdLvywRYASwXlXf9kkv65PtDpy14wGigC4iEiIilYGqwFJgGVBVRCqLSAGcwZiotM7tb0uxDzADZxi8ILAA57Z5Ic7C9sYYg4evPjfFedrldxFZ7ab1B+4Rkbo4j+lsA/4NoKprRWQCzgDKOaCXqsYBiEhvnPGPfMBIVV2b1on9Coruvfz1ItICuBanhblSVef6f43GmEDn1XOKqroA53nwpGakccwQYEgK6TPSOi6pDE0Ioao/Aj9m5BhjTN4RAC+0+N2niIh0FJGfRSTa3X4RkTsys3LGmNxDcB/L8eN/OZlfQVFEngG+BjYAz7rbn8A4EemTedUzxuQmQeLflpNlZKClt6p+6pM2UkSWAgNxHu42xuRlkrcmmS0MzEshfZ67zxiTxwnePqeYXfztU/wWuDOF9H+SzjM/xpi8IwNvtORYac28/bTP101AXxFpDix20xq529tJjzXG5E0BPZ8i8FiS74dwZsSpliStO06/ojEmD8sNrUB/pDXJbOWsrIgxJvfLFwBR0VbzM8Z4JtBvnxNxZ7G9E6gIFPDdp6oPelwvY0wu44w+Z3ctLp2/M2/fijMbziqcuRWX4cxpFgL8kmm1M8bkHhcmkM3V/H0kZyDwiqo2xpl5uytQCZgLzM+Umhljcp1AeCTH36BYHec1P4CzQEFVPYUTLJ/MhHoZY3KhDCxHkGP526d4DAh1P+8BquBM7hhMyjNyG2PyGAHyBUCnor9BcQlwPc4EjtOBt0TkGpyZbxendaAxJu/I/SHR/6D4NBfecR4AFMF5xW+ju88Yk8eJBMa7z/7OvL3F5/NJ4BEAd82WqzKnasaY3CYAYuIlP7xdA1iJs/aBMSaPy+mDKP6wN1qMMZ4JgJhoQdEY4w0RCYjRZ7/XaDHGmPR49ZyiiESIyDwRWScia0XkCTe9uIjMEZG/3J/hbrqIyHsisklE1ojItT5ldXPz/yUi3dI7d5otRd+CU1E93avzQL1/VGThkg+y4lTGI5v2Hs/uKphs4GEr6xzwjKquFJEiwAoRmYMzVeEPqvqaiPQF+gLPAe2Aqu7WEBgGNBSR4sDLQCTOWtErRCRKVQ+lduL0bp+XuwWlFdrVjws0xgQ4wdN1n/fgvCiCqh4TkfVAeaAD0MzNNhrnNePn3PQxqqrAryJSTETKunnnqGoMTv3mAG2Br1I7d3pB0eZUNMb4LQNdiiVFZLnP9+GqOjyljCJSCaiH8xJJGTdgAuwFyrifywM7fA7b6aallp6qNIOiqv6d1n5jjIknkqHX/KJVNTL9MqUwzgxdT6rqUd+WqKqqiHh+p2oDLcYYz3i57rOI5McJiF+q6mQ3eZ97W4z7c7+bvguI8Dm8gpuWWnrq1+Bf9YwxJn1eTR0mTpNwBLBeVX0Xx4sC4keQuwFTfdIfcEehGwFH3NvsWUAbEQl3R6rbuGmpsucUjTGe8Hjd56Y487b+LiKr3bT+wGvABBF5CPgbuMvdNwO4BWfl0ZNADwBVjRGRQTgTYwMMjB90SY0FRWOMZ7y69VTVBaT+1EvLFPIr0CuVskYCI/09d4auQURKikhDdyIIY4xJJM/MvC0iRURkAk6n5iLcIW0R+VhEBmRe9YwxuUX8a37+bDmZvy3F13EC4bVArE/6dzgTzRpjjKejz9nF3z7F9sAdqro6yXNB64Erva+WMSa38XigJdv4GxTDgYMppBcB4ryrjjEmNwuAmOj37fMynNZivPjW4r9x+hiNMXmdn7fOgXL73B+YJSJXu8c87X5uANyYWZUzxuQuEgBLV/nVUlTVRUAToACwGec5od1AY1VdmXnVM8bkFgIEB/m35WR+P7ytqr9z4fUaY4xJJs+s0eJO1Jiq9F6bMcYEPmf0Obtrcen8bSlGk/ZksraanzF5XS54W8Uf/gbF5km+58eZ9PER4AVPa2SMybXyzHOKqvpTCslzRWQL8DAwztNaGWNyHQHy5fBBFH9c6iw5q7FHcowxAAhBAfBIzkUHRXea8CdJvP6BMSaPchauyu5aXDp/R5+PkXigRYCCwAngvkyolzEmt8kFb6v4w9+WYu8k388DB4Alaa2faozJW/LEQIuIBAOFgG9VdXfmV8kYkxsFyu1zumNFqnoOeAPnMRxjjElVXppk9legfmZWxBiTuwlOQPFny8n87VP8FHhTRCoCK3AGWBLYpBDGGOeNlpzdCvRHmkFbREaKyGU4D2dXAt4GfgKW+2zLUi3AGJOniJ9buuU4sWe/iPzhkzZARHaJyGp3u8VnXz8R2SQiG0TkZp/0tm7aJhHp6881pNdS7Ab0BSr7U5gxJu/yeDmCUcAHwJgk6UNV9c1E5xWpCXQBrgbK4bxtV83d/SHQGtgJLBORKFVdl9aJ0wuKAqCqf/txEcaYPM6rkKiqP4tIJT+zdwDGq+ppYKuIbMKZABtgk6puARCR8W7eNIOiP32eac2OY4wxLiEoyL8NKCkiy322nn6epLeIrHFvr8PdtPIkfrNup5uWWnqa/Blo2Zte56mq2tRhxuRx8aPPfopW1cgMnmIYMAinoTYIeAt4MINlpMufoNgTOOz1iY0xgSczR59VdZ/PeT7FWXceYBcQ4ZO1gptGGump8icoTlPV/X7kM8bkcZn5QI6IlFXVPe7XO4D4kekoYJyIvI0z0FIVWOpWp6qIVMYJhl2Ae9M7T3pB0foTjTH+8fA5RRH5CmiG0/e4E3gZaCYidXHi0jacJZZR1bUiMgFnAOUc0EtV49xyegOzcFYHGKmqa9M7t1+jz8YYkx4B8nkUFFX1nhSSR6SRfwgwJIX0GcCMjJw7zaCoqjn9jRxjTA4SCK2oS5152xhjEgTAW34WFI0x3nAeycn9UdGCojHGM9ZSNMaYBIJYS9EYYxxejj5nJwuKxhhviN0+G2NMIhYUjTHGRyD0KdrD2Zfor40bGTjgJW5s2oiIsqUoFV6EhvXr8vqrQzhxItGqDbwz9C3atGxG5YiyFC0UQuWIstzcqjlTv52SrNzBAwcQll9S3YqE2TpiF+vkieN8+v4b3NGqIQ1rlOWGOldwf8eWfDthLKoX3mxVVSZ8MYLObZsSWaUUTa6uwH/uv4PfVi5NVua631fz5qD+3NXueprUiqBJrQi63HoT40d/ytmzZ7Py8rKNM8msf1tOZi3FSzR61Eg+GfYht97Wni733Ef+/Pn56ad5DHjpBSZ9M4GfFv5KWFgYAMuXLeWKKypxc7tbKFmiJDGHYpg88Ru6dO7ESwMG0u/5FxPK7dCxE1ddVSXZ+X7/fQ1D33qDW267PcuuMZCcP3+eR7p2YvWKJbS/817u7fFvTsXG8v3Uibz4zCNs2bSBp/sPAmBw/6eYMHYE1zW+gaeeH8Sp2JNM/HIUPTq345Ox33Jd4xsSyv182Dv8umAeLW6+jX/e052483H8PHcmQ154mnmzp/Px2CkBsX5JegJh3Wfx/cuYU9WvH6kLlyzP7mqkaMXy5VSpWpWiRYsmSh/w0gu8/uoQ3n7nfR7p1TvV48+dO0eTBvXZunULe6MPky9f2lNT9n7k34z4bDiTp35Hu1tu9eQaMsOmvcezuwopWr1iCV07tuL+h3rx3IDXEtLPnjnD7c3rc/TwIRat3cmfa9fQuW1TmjZrzbAxkxIC2tEjh2nfvD6FCxchav5KgoKcm61VyxZTs3Y9QkJDE52v7+MPM33K13zw+QRuatUu6y70ItSOKLLiIuY4TFC9Vl39ZNKPfuVtXqPEJZ0rM9nt8yWqHxmZLCAC3Nn5bgDWrf0j2T5fwcHBlCtfnhMnTqR7m3XixAm+mTCe8hUq0Obmthdf6TzsxLFjAJS+/PJE6fkLFCA8vARhYQUBWLroZwA63HlvohbeZUWL0bzNrfy9dTOrli1OSK93XeNkARGg7e2dAPhrQ5oz4AcEu32+CCJyI9AHZw3pckAPVR2VlXXIKrt27QSgdJkyyfbFxMQQFxfHwehoJk/6htmzZnJTs+aEpvAfla/JE7/h6NGjPNr78XRblCZlterWp0jRYnw+7B3KVbiCOvUiiY09SdTEcaz7fRUvvvoOAGfOnAYg1O368BUa6gTONauWUb9h0zTPt2/PbgBKlCzt4VXkVPbw9sUojDMx5BiSr9IVMOLi4nh1yCCCg4O5u0vyOS3r1KzGwYMHAael2LHTP3n3/Y/SLXfU5yMQEbp193wG9jyjaLFw3h8xngHP9qbPIw8kpBcqXIS3PxlLy7ZOX22Vav8AnBZj8zYXuilUlRVLFgCwd3fakzifPHGczz95lyKXFaVFm5zb1eEZe04x43znNhORUVl57qzU5+knWfLrYgYO/h/VqldPtn/8N5M5deoUu3ftYvKkbzgVG8vxY8coVapUqmVu3LCBRQsX0LxFSypVthVnL0XBQoWpUr0mzVrfQt36DTly5BDjR39K38ce4t0R42lyYwuub96Gq6rVYPyYTylV5nJatW1P7KlYxgx/P+FW+FTsyVTPERcXR9/HH2bX9m28/v5IioYXz6rLy1YBEBNzbp+iiPSMX+nrQPSB7K6O3155+UU+/ugDHnq4J/99rl+Kea6/4UZatW7DA9178O20GRQuUoQWNzXl0KFDqZY76nNnfs3uDz6cKfXOKzauX0vXjq1ofEMLnnlhCC3btadTl26MnjybEqXL8MpzjxEXF0dwcDDDxkymXmQjhv7vJW69sS53tmnMn2vX8GTfVwCndZmS8+fP81KfR5g3ezqPP/sSt3TsnJWXmG3iX/PzZ8vJcmxQVNXhqhqpqpGlSqbegspJBg8cwGv/G8wD3Xrw/kcf+33c/V27sXfvXqZOmZzi/nPnzjFu7BhKlChBh453eFTbvOmLzz7g9OlTtLmtY6L0sLCC3NjiZnbv3M7uHc4y52XLRzBywgxm/7qOz7/5nilzlzJp9mJCQpy+38pVqiUtnvPnz/Pyf3sRNfErHnmqH/967L+Zfk05ivi55WD2nKJHBg8cwJBBr3B/124MG/5Zhp5Ji42NBSDmUEyK+6d/N419+/bR67EnCAkJ8aK6edb+vc66R3Fx55Ptizt3DoBzcecSpZctH0HZ8hcWhftl3iyCgoJoelOrRPniA+K3E8bS8/FnefTp/l5XP8cLhIGWHNtSzE3+N3ggQwa9wr33deWTz0YmPLvm68SJExw/nvzZvbi4OD4Z9iEADRo2SrH80fG3zj0e8rDWedOVVWsAMPWbsYnSjx45zLzZ07msaDgVK12V6vHzZk/n5x9mcVunLpSrUDEhXVUZ8Gxvvp0wln/17sNj/30x1TICmYh/W05mLcVL9PFHHzLolZeJqFiRFi1b8fVX4xLtL12mDC1btWbTX3/RpuVN3NHpTqpWr07x8OLs3r2LCV9/xcYNG7i/azeuv/6GZOXv3r2b2bNmEnldA2rVrp1VlxWwuj78KNMmjeOdV1/mrz/XUS+yEUcOxzDpq9Ec2L+X5we/nfC400t9HkVVqXF1HUJCQ1m1bDHTp0yg1jX16fvK/yUq963BzzPl6y+oXrM2latWZ9rk8Yn2R1xRmbr1G2bZdWaXHB7v/JLVzykWBuLfXQsCKrpLFsao6vasrItXVixfBsCO7dt5+MFuyfbfcONNtGzVmvIVKnDPfV1ZtOAXoqZO4dixYxQtWpRr6tajb/8X6XJPysvRjh0ziri4OHrYAIsnylWoyFfT5vPxu6/x64KfmBk1kZDQMKrXrE2fF4fQql2HhLy16kYycdznzP0+irNnzhBR6Up6PfM8XR/unez5xbVrVgGwYd3v9H/iX8nO2/7Oe/NEUAyEqJilr/mJSDNgXgq7Rqtq99SOy8mv+ZmU5dTX/EzqLvU1v5p16ukXUT/5lTeyctE0zyUiI4HbgP2qWstNKw58DVTCWff5LlU9JE4H/rvALcBJoLuqrnSP6Qa84BY7WFVHp1e3LO1TVNX5qiopbN2zsh7GmMzh4eDzKCDpu6x9gR9UtSrwg/sdoB1Q1d16AsMgIYi+DDQEGgAvi0h4eie2gRZjjHc8ioqq+jOQ9HGMDkB8S2800NEnfYw6fgWKiUhZ4GZgjqrGqOohYA7JA20yNtBijPFIht59Likivn1iw1V1eDrHlFHVPe7nvUD8xALlgR0++Xa6aamlp8mCojHGMxl43Cb6UvovVVVFJFMGROz22RjjCSHTn1Pc594W4/7c76bvAiJ88lVw01JLT5MFRWOMZ8TP/12kKCD+ubduwFSf9AfE0Qg44t5mzwLaiEi4O8DSxk1Lk90+G2M849XbKiLyFdAMp+9xJ84o8mvABBF5CPgbuMvNPgPncZxNOI/k9ABQ1RgRGQQsc/MNVNWU36X1YUHRGOMZr57dVtV7UtnVMoW8CvRKpZyRwMiMnNuCojHGG7lgBhx/WFA0xngmEGbJsaBojPFE/MJVuZ0FRWOMdywoGmPMBXb7bIwxPnL6BLL+sKBojPFMAMREC4rGGA8FQFS0oGiM8YQIBAXA/bMFRWOMZ3J/SLSgaIzxUgBERQuKxhiPXNIMODmGBUVjjGcCoEvRgqIxxhvxk8zmdhYUjTGesdtnY4zxYS1FY4zxEQAx0YKiMcYjl7YoVY5hQdEY46HcHxUtKBpjPGGTzBpjTBKBcPts6z4bYzzj5brPIrJNRH4XkdUistxNKy4ic0TkL/dnuJsuIvKeiGwSkTUicu3FXoMFRWOMd8TPzX/NVbWuqka63/sCP6hqVeAH9ztAO6Cqu/UEhl3sJVhQNMZ4xvuYmEwHYLT7eTTQ0Sd9jDp+BYqJSNmLOYEFRWOMJ0T834CSIrLcZ+uZQpEKzBaRFT77y6jqHvfzXqCM+7k8sMPn2J1uWobZQIsxxjPi/0hLtM8tcWquV9VdIlIamCMif/ruVFUVEb2YeqbFWorGGM94efusqrvcn/uBKUADYF/8bbH7c7+bfRcQ4XN4BTctwywoGmM8k4Hb53TKkUIiUiT+M9AG+AOIArq52boBU93PUcAD7ih0I+CIz212htjtszHGI55OMlsGmOLejgcD41R1pogsAyaIyEPA38Bdbv4ZwC3AJuAk0ONiT2xB0RjjCS/nU1TVLcA1KaQfBFqmkK5ALy/ObUHRGOOZQHijxYKiMcYzNsmsMcbEs6nDjDHmAg/eVskRLCgaY7wTAFHRgqIxxjPWp2iMMT5sklljjPFlQdEYYy6w22djjHF5+UZLdhLn7ZicTUQO4LznGGhKAtHZXQmTIYH8b3aFqpa62INFZCbO78cf0ara9mLPlZlyRVAMVCKy3I855UwOYv9mgc+mDjPGGB8WFI0xxocFxew1PLsrYDLM/s0CnPUpGmOMD2spGmOMDwuKxhjjw4KiMcb4sKCYTUTkURHZKiKn3MW+b8juOpmUiciNIhIlIrtEREWke3bXyWQeC4rZQETuBt4F/gfUAxYB34tIxWytmElNYZzlNZ8AYrO5LiaT2ehzNhCRJcAaVf2XT9pfwERV7Zd9NTPpEZHjQG9VHZXddTGZw1qKWUxECgD1gdlJds0GmmR9jYwxviwoZr2SQD5gX5L0fcDlWV8dY4wvC4rGGOPDgmLWiwbigDJJ0ssAe7O+OsYYXxYUs5iqngFWAK2T7GqNMwptjMlGNvN29ngb+EJElgILgf8A5YCPs7VWJkUiUhio4n4NAiqKSF0gRlW3Z1vFTKawR3KyiYg8CjwLlMV5Bu4pVf05e2tlUiIizYB5Kewarards7QyJtNZUDTGGB/Wp2iMMT4sKBpjjA8LisYY48OCojHG+LCgaIwxPiwoGmOMDwuKeYyI3Cki6vO9uzsdVnbU5TsRGZXJ51ARufMSy8i235HJehYUcwARGeX+x6siclZEtojImyJSKAtO/zVwpb+ZRWSbiPTJxPr4nquZ+zspmRXnMwbsNb+cZC7QFcgP3AB8BhQCHkmaUUSCgTj14Ml7VY3FZpM2JoG1FHOO06q6V1V3qOo44EugI4CIDBCRP9zbuM3AaaCQiBQVkeEisl9EjonITyIS6VuoiDwgIn+LyEkR+Y4ks/OkdGsoIreIyBIRiRWRgyIyTURCRWQ+cAXwRnzL1ueYJu75T7prmQwTkct89hd0W8THRWSfiPS/1F+YiFwnIrNFJFpEjorIAhFpnELWy0Vkulu3v0Xk/iTllBeR8SJyyN2mi0jVS62fyZ0sKOZcsTitxniVgXuBzsA1OIFxOlAeuA1nrZefgR9FpCyAiDQERgHDgbrANGBgWicVkbZAFDAHZ4bw5sBPOP9f6QTsdMso626ISG2cmcOj3Lp1cs830qfoN3FmAvon0NKt741+/zZSVgT4Aqdl3QBYDcwQkRJJ8r3i1q0uzu9iTPwfDxEpiPNe8yngJqAxsAeY6+4zeY2q2pbNG07g+s7newOceRe/dr8PAM4CZXzytACOA2FJyloNPOt+HgfMSbL/M+efPeF7d+C4z/eFwPg06roN6JMkbQwwIklaXUCB0jgLP50G7vPZXxg4DIxK41zN3DJK+vl7FJyAdr9PmgKfJsk3Fxjrfn4Q+At3HgA3LR9wELgrpd+RbYG9WZ9iztHWvY0NxmkhTgUe89m/U1V9lzCoDxQEDoiIbzmhwFXu53/gtA59LQYeSqMe9XCCdEbUB6q4qxTGi6/UVcBJoIB7bgBU9biI/J7B8yQiIqWBQTit2TI4wSwMSLoq4uIUvt/qU/fKwLEkv8eCXPg9mjzEgmLO8TPQE6dFuFtVzybZfyLJ9yCcdV1SWi/6qPfVS1MQTgt0aAr7dgHVMum8o3GC4VM4LdjTwA84AdhfQTit6y4p7Iu5tOqZ3MiCYs5xUlU3ZSD/SpyAcF5Vt6SSZz3QKEla0u9JrcLp8/s0lf1ncFpkSetydWr1dweHzrrn3uKmFQJqAZv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We use the power of quantum machine learning for product [backorder](https://www.investopedia.com/terms/b/backorder.asp) prediction and quantum optimization for finding the best route to pick those products with high demand to store them in strategic warehouses. With the first technique, our clients can be prepared for increasing the production of their products when they are in high demand. Once we have established a set of products needed during a period of time, we use our second solution, the vehicle routing problem (VRP) solution to find the optimal route for picking these products. This reduces considerably costs associated with logistics, transportation, backorders, and overstocking for our clients. In summary, these solutions will improve business in terms of client satisfaction, backorder and shipping transportation costs. + + + +### But, why this is important? + +Mainly, backorders indicate that the demand for a specific product was not well understood at a certain point in time and needs to be reevaluated. This has a high impact on the customers' loyalty and the company revenue. The solution to this problem must be increasing the production of the products with a high probability of backorder before that happen avoiding overstocking them which may result in high inventory costs. Using quantum neural networks (QNN), we can improve the predictability, the training size, and the number of variables for the backorder predictions. + +On the other hand, the VRP finds optimal solutions for picking products in terms of costs and time. The benefit of finding an optimal solution can represent a saving of up to 30% of the costs associated with transportation [1]. However, current techniques deal with up to 400 variables in a reasonable time. Soon with a growing e-market, the capabilities of such models will be overcome. In the near future, we will need systems able to solve thousands of variables in small periods of time. + +### Is this something that we cannot do with classical computation? + +The short answer is "depends", we can rely on the power of classical computation and heuristic methods to solve such a problem at **small scale**. At this moment, classical algorithms have the capacity of working with hundreds of variables to solve the VRP in a couple of minutes with a good quality compared with the best-known solutions (BKS) [2]. This means in small scenarios, this is a viable solution. However, as the e-market is expanding worldwide the requirement will be that of solving thousands of variables with good quality and in a reasonable time. The increment in variables number has a tendency to increase exponentially the time required to solve these problems on classical computers. This is an aspect that quantum computers can overcome, encoding large problems in a reasonable time and solving them much faster with quantum algorithms such as the quantum approximate optimization algorithm (QAOA). + +We foresee a future where quantum computers will reduce largely the costs associated with storage and transportation at a big scale thanks to the combination of forecasting backorders and route optimization. + +## Proof of Concept + +To show the applicability of our concept, we have used real data of some products in the [dataset backorder](https://github.com/akhiilkasare/Back-Order-Prediction-iNeuron). The dataset contains 23 variables including: + +| | | | | | | +| --- | --- | --- | - | - | - | +| **sku** Product ID | **national_inv** Current inventory level for the part |**lead_time** Transit time for product | **in_transit_qty** Amount of product in transit from source|**forecast_3_month** Forecast sales for the next 3 months | **forecast_6_month** Forecast sales for the next 6 months| +|**forecast_9_month** Forecast sales for the next 9 months|**sales_1_month** Sales quantity for the prior 1 month time period|**sales_3_month** Sales quantity for the prior 3 month time period |**sales_6_month** Sales quantity for the prior 6 month time period |**sales_9_month** Sales quantity for the prior 9 month time period |**min_bank** Minimum recommend amount to stock +|**potential_issue** Source issue for part identified |**pieces_past_due** Parts overdue from source |**perf_6_month_avg** Source performance for prior 6 month period |**perf_12_month_avg** Source performance for prior 12 month period |**local_bo_qty** Amount of stock orders overdue|**deck_risk** Part risk flag +|**oe_constraint** Part risk flag | **ppap_risk** Part risk flag | **stop_auto_buy** Part risk flag | **rev_stop** Part risk flag| **went_on_backorder** – Product actually went on backorder. This is the target value. + +**This dataset has some variables with missing data of 7% and with an unbalance where one class is 81% and the other 19%.** + +Preprocessing and data analysis is applied to identify the best data, eliminate irrelevant data, impute variables and use a set of the main class for the proposed solution. + + +The dataset contains 1687861 products of some companies with a portion of 11293 that went backorder. We take 2000 cases equally distributed between True and False backorders from the dataset to do the training of our QNN. Once, we can predict if a product is backorder we select a small dataset of backorder products to make an optimization using the VRP with QAOA and VQE to select the optimal route. The comparison of the VRP results are contrasted with those of [docplex](https://pypi.org/project/docplex/) a classical optimizer. + +# Outline + +1. Backorder prediction using a QNN + +This part was made with pandas, numpy, tensorflow, keras, pennylane, sklearn dependencies. + +Data analysis [Data analysis.ipynb](https://github.com/alejomonbar/Quantum-Supply-Chain-Manager/blob/main/Data%20analysis.ipynb) + Classical [Classical_fair.ipynb](https://github.com/alejomonbar/Quantum-Supply-Chain-Manager/blob/main/Classical_fair.ipynb) + MERA model [MERA.ipynb](https://github.com/alejomonbar/Quantum-Supply-Chain-Manager/blob/main/quantum_model_MERA_1_layers.ipynb) + [MERA,TTN, MPS models](https://github.com/alejomonbar/Quantum-Supply-Chain-Manager/tree/main/quantum%20models) +[MERA,TTN, MPS solutions](https://github.com/alejomonbar/Quantum-Supply-Chain-Manager/tree/main/quantum%20pred%20test%20results) + + 1.1 Setting the problem + + 1.2 The Ansatz encoding + + 1.3 Different ansatz solutions + +2. Vehicle routing problem solution. **File**: [Sec2_VRP.ipynb](https://github.com/alejomonbar/Quantum-Supply-Chain-Manager/blob/main/Sec2_VRP.ipynb) **Data**:[sol7.npy and sol15_qasm.npy](https://github.com/alejomonbar/Quantum-Supply-Chain-Manager/tree/main/Data) + + 2.1 Setting the problem + + 2.2 The QUBO representation of the vehicle routing problem + + 2.2.1 Classical solution of the QUBO model + + 2.2.2 Quantum Solution of the QUBO model + +3. Conclusion and Future Work + +4. References + +# 1. Backorder Prediction + +This is about an order that cannot be fulfilled at a given time because there is not enough inventory or the item is out of stock, but you can guarantee delivery of the product in the future. Unlike the out-of-stock situation, in the backorder situation customers can purchase the items and place the order as they will be guaranteed a delivery in the future, i.e., it is an order with a delayed delivery date. + +## 1.1 Setting the problem + +- From the dataset of backorders, we analyze different size data model with a special case with 2000 sampes for training and 6159 for validation. This will simulate a case were a lack of results is presented. + +- Once the dataset is selected, 3 ansatz architectures for the QNN are analized multiscale entanglement renormalization ansatz (MERA) [3], tree tensor networks TTN [4], and matrix product state (MPS) [5]. + +- Next, the results of the **QNN was implemented in Pennylane** are compared against a **classical neural network using Tensorflow and Keras**. + +- + +## 1.2 The ansatz encoding + +For the quantum computing case, the following scheme is generated for each experiment and it has 3 different ansatz based on 3 tensor networks (TN) MERA, TTN, and MPS. With only 16 variables was designed the **amplitud embedding** an one layer for each TN. The figure below shows the different ansatz choosed for the prediction of backorder. + + + +## 1.3 Different ansatz solutions + +Using pthe templates designed in pennylane for the three different ansatzes presented in Sec 1.2, different architectures were tested. For the case of the MERA architecture 5 different architectures were trained, 1 Layer, 2 Layers, 4 Layers, 1 Layer with a standard scaler, and 1 layer with depolarizing noise of 0.2. For the case of MPS and TTN the architectures tested were 1 layer, 2 layers, and 4 layers. The results were compared against a classical neural network with 640 parameters. From all the architectures tested the best result was obtained with MERA and 1 layer.It should be noted that for the unbalanced dataset the metrics to be considered are recall, pressure, F1 score, ROC AUC, instead of accuracy, since there is a larger class with variables than the other, so when looking at the confusion matrix it can be noted that it manages to classify mostly class 1, which has about 18% of the test set. + +The metrics the **MERA's architecture with only 10 parameters** outperforms the best result with a **classical neural network with 684 parameters** in almost all the different metrics presented in the table below. Most important, MERA 1 layer is able to reduce false positives which can result in overstocking. Another good point is that even with some noise the 1 layer model is able to give good results in terms of prediction as is shown in the confusion matrices shown below. + + + + + +# 2. Vehicle routing problem Solution + +Once we have the solution of the backorders predictions, we select some of them to do an optimization of the best route giving a set of *K* trucks using the Vehicle routing problem (VRP) + + +## 2.1 Setting the problem + +- We take a subset of 10 companies that were predicted to have backorder of some products. +- From the warehouse, where we collect all the products, and each company there is always a connection. +- 3 trucks are chosen to collect the products. +- Connections between companies are selected if the Euclidian distance is less than a threshold + + + +## 2.2 The QUBO representation of the vehicle routing problem + +To encode a problem as the Vehicle Routing Problem on a quantum computer it is needed to represent it as a quadratic unconstrained binary optimization ([QUBO](https://en.wikipedia.org/wiki/Quadratic_unconstrained_binary_optimization)) problem. In the QUBO representation, the cost function has linear and cuadratic terms and the constrains of the objective function are added as penalization to the cost function. The following function. In the Figure below, we are showing the objective function of the VRP: + + + +The terms of the above equations are: +
+ +- Cij : We consider the cost associated with a specific route ij as a combination of distance, traffic, and other forecasted terms related to the disadvantages of taking the particular route on a specific day. + +- K: We find the solution for 3 trucks. +
+ +### 2.2.1 Classical solution of the QUBO model + +Using docplex, the python version of the optimization solver **cplex**, we obtain the result of the problem explained above. The Figure below shows the graph representation of the solution, where the edges observed are the connections between companies that minimize the cost function and satisfy all the constraints. This solution will be used in the rest of the notebook as the optimal solution. + + + +### 2.2.2 Quantum Solution of the QUBO model + +Once we have the quadratic program of our model. We can use the qiskit optimization library to translate it into its QUBO representation. In this case, we have inequality constraints that in most cases need extra variables, known as **slack variables**. For this specific case, the number of variables increases from 68 to 196 to represent the inequality constraints. + +A further constraint is the number of qubits we can simulate. Unless we have a supercomputer, the best option to simulate programos with more than 20 qubits is using **qasm_simulator** from IBM in **runtime mode**. The maximum number of qubits we can simulate using the qasm_simulator is 32. For the case of real devices, we have a similar problem, we can only run experiments on a 7 qubits device (ibm_oslo, ibm_lagos) to which we have access. + +Therefore, using the previous solution we can reduce the number of variables choosing the optimal solution for the **slack variables**. For the variables that represent the routes of company i to company j we select the optimal for some of them and leave the quantum computer find the optimal solution for the rest in two cases: + +1) Using 7 variables and replace the orhers with the optimal solution. From the 7 variables left, 3 have a optimal solution equal to 1 and 4 equal to 0 (testing local machine and ibm_lagos **runtime**). + +2) Using 15 variables and replace the others with the optimal solution. From the variables left 5 have a optimal solution equal to 1 and 10 equal to 0 (testing qasm_simulator **runtime**). + + + +#### 7 Qubits Results + +We tested different models to see the applicability of the current model with ideal solutions using two classical optimizer ([SPSA](https://en.wikipedia.org/wiki/Simultaneous_perturbation_stochastic_approximation) and [COBYLA](https://qiskit.org/documentation/stubs/qiskit.algorithms.optimizers.COBYLA.html#:~:text=COBYLA%20is%20a%20numerical%20optimization,scipy.optimize.minimize%20COBYLA.)) for two quantum algorithms ([QAOA](https://qiskit.org/textbook/ch-applications/qaoa.html) with 2 layer repetitions and [VQE](https://pennylane.ai/qml/demos/tutorial_vqe.html) with ansatz [TwoLocal](https://qiskit.org/documentation/stubs/qiskit.circuit.library.TwoLocal.html), number of shots=1024 for both cases). Additionally, we run our model in *ibm_lagos* using [qiskit runtime](https://quantum-computing.ibm.com/lab/docs/iql/runtime/) with mitigated and unmitigated results with the same settings. The figure below shows the results for the different cases, we see that all the simulations reach the ideal solution shown in the graphs on the left, while the solution for the ibm_oslo and ibm_lagos experiments using COBYLA tries to go to the optimal solution, even though the noise is affecting them (Further experiments are needed to draw conclusion because at this point the max iterations were kept small). + + + +#### 15 Qubits Results + +For the case of 15 qubits, the solution includes only QAOA (with 3 layers repetitions) and VQE (with [TwoLocal ansatz](https://qiskit.org/documentation/stubs/qiskit.circuit.library.TwoLocal.html)) with the classic optimizer COBYLA. The results were obtained from qiskit runtime and the ideal simulator ibmq_qasm_simulator. As it is shown in the figure below the QAOA algorithm does not reach the solution while VQE can reach the solution. + + + +# 3. Conclusion and Future Work + +## 3.1 General conclusions + +- We have presented a general solution for the backorder problem in logistics. We can predict when a backorder will occur using quantum neural networks. Once we find the solution we can find the optimal route to collect the products with a high probability of being in backorder. + +- The quantum neural network developed could outperform a classical one when compared with a small dataset. Additionally, the best QNN only required 10 parameters vs 640 parameters for the classical. + +- Using real devices and increasing the number of qubits in the VRP still give acceptable results even with small number of iterations. + + +## 3.2 Technical conclusions + +- The current devices as *ibm_lagos* is still too noisy to get back correct results with real devices for a 7 qubits problem using VQE. + +- It is important for the QUBO representation to choose a good penalty parameter when converting from a docplex model. The default penalty multiplier (similar to the Lagrange multiplier) for the equality and inequality constraints makes the penalty too large compared with the objective function. Therefore, the solver will lose soon the optimal direction. We have to set the penalty manually with a value of 15. + +- When planning for the objectives of this project. We wanted to make a simulation of the QAOA with 25 qubits, 3 repetitions, and COBYLA optimizer with max iterations of 100 using ibmq_qasm_simulator. Soon we realized we were overoptimistic. The maximum time we can simulate continuously in runtime mode is 14400 seconds and an iteration using COBYLA, 1 repetition of the QAOA and 20 qubits takes 700 seconds. Therefore, we have technically 20 iterations with that setting. We decided to downgrade our model to work with 15 qubits, 2 repetitions, and 100 max iterations. + + +# 4. References + +[1] Psaraftis, H.N. (1988). Vehicle Routing: Methods and Studies. 16: 223–248. + +[2] Tan, S., & Yeh, W. (2021). applied sciences The Vehicle Routing Problem : State-of-the-Art Classification and Review. Applied Sciences, 11. + +[3] Cong, I., Choi, S., & Lukin, M. D. (2019). Quantum convolutional neural networks. Nature Physics, 15(12), 1273–1278. + +[4] Cheng, S., Wang, L., Xiang, T., & Zhang, P. (2019). Tree tensor networks for generative modeling. Physical Review B, 99(15), 1–10. https://doi.org/10.1103/PhysRevB.99.155131 + +[5] Ran, S. J. (2020). Encoding of matrix product states into quantum circuits of one- A nd two-qubit gates. Physical Review A, 101(3), 1–7. https://doi.org/10.1103/PhysRevA.101.032310 diff --git a/Quantum-Supply-Chain-Manager/Sec2_VRP.ipynb b/Quantum-Supply-Chain-Manager/Sec2_VRP.ipynb new file mode 100644 index 0000000..40adb8f --- /dev/null +++ b/Quantum-Supply-Chain-Manager/Sec2_VRP.ipynb @@ -0,0 +1,8592 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "d5c2ff2a", + "metadata": {}, + "source": [ + "# Quantum Supply Chain Manager\n", + "\n", + "The quantum supply chain manager is a quantum solution for logistics problems. We use the power of quantum machine learning for product [backorder](https://www.investopedia.com/terms/b/backorder.asp) prediction and quantum optimization for finding the best route to pick those products with high demand to store them in strategic warehouses. With the first technique, our clients can be prepared for increasing the production of their products when they are in high demand. Once we have established a set of products needed during a period of time, we use our second solution, the vehicle routing problem (VRP) solution to find the optimal route for picking these products. This reduces considerably costs associated with logistics, transportation, backorders, and overstocking for our clients. In summary, these solutions will improve business in terms of client satisfaction, backorder and shipping transportation costs.\n", + "\n", + "\n", + "\n", + "### But, why this is important?\n", + "\n", + "Mainly, backorders indicate that the demand for a specific product was not well understood at a certain point in time and needs to be reevaluated. This has a high impact on the customers' loyalty and the company revenue. The solution to this problem must be increasing the production of the products with a high probability of backorder before that happen avoiding overstocking them which may result in high inventory costs. Using quantum neural networks (QNN), we can improve the predictability, the training size, and the number of variables for the backorder predictions.\n", + "\n", + "On the other hand, the VRP finds optimal solutions for picking products in terms of costs and time. The benefit of finding an optimal solution can represent a saving of up to 30% of the costs associated with transportation [1]. However, current techniques deal with up to 400 variables in a reasonable time. Soon with a growing e-market, the capabilities of such models will be overcome. In the near future, we will need systems able to solve thousands of variables in small periods of time. \n", + "\n", + "### Is this something that we cannot do with classical computation?\n", + "\n", + "The short answer is \"depends\", we can rely on the power of classical computation and heuristic methods to solve such a problem at **small scale**. At this moment, classical algorithms have the capacity of working with hundreds of variables to solve the VRP in a couple of minutes with a good quality compared with the best-known solutions (BKS) [2]. This means in small scenarios, this is a viable solution. However, as the e-market is expanding worldwide the requirement will be that of solving thousands of variables with good quality and in a reasonable time. The increment in variables number has a tendency to increase exponentially the time required to solve these problems on classical computers. This is an aspect that quantum computers can overcome, encoding large problems in a reasonable time and solving them much faster with quantum algorithms such as the quantum approximate optimization algorithm (QAOA).\n", + "\n", + "We foresee a future where quantum computers will reduce largely the costs associated with storage and transportation at a big scale thanks to the combination of forecasting backorders and route optimization.\n", + "\n", + "## Proof of Concept\n", + "\n", + "To show the applicability of our concept, we have used real data of some products in the [dataset backorder](https://github.com/akhiilkasare/Back-Order-Prediction-iNeuron). The dataset contains 23 variables including:\n", + "\n", + "| | | | | | |\n", + "| --- | --- | --- | - | - | - |\n", + "| **sku** Product ID | **national_inv** Current inventory level for the part |**lead_time** Transit time for product | **in_transit_qty** Amount of product in transit from source|**forecast_3_month** Forecast sales for the next 3 months | **forecast_6_month** Forecast sales for the next 6 months|\n", + "|**forecast_9_month** Forecast sales for the next 9 months|**sales_1_month** Sales quantity for the prior 1 month time period|**sales_3_month** Sales quantity for the prior 3 month time period |**sales_6_month** Sales quantity for the prior 6 month time period |**sales_9_month** Sales quantity for the prior 9 month time period |**min_bank** Minimum recommend amount to stock \n", + "|**potential_issue** Source issue for part identified |**pieces_past_due** Parts overdue from source |**perf_6_month_avg** Source performance for prior 6 month period |**perf_12_month_avg** Source performance for prior 12 month period |**local_bo_qty** Amount of stock orders overdue|**deck_risk** Part risk flag\n", + "|**oe_constraint** Part risk flag | **ppap_risk** Part risk flag | **stop_auto_buy** Part risk flag | **rev_stop** Part risk flag| **went_on_backorder** – Product actually went on backorder. This is the target value.\n", + "\n", + "\n", + "The dataset contains 1687861 products of some companies with a portion of 11293 that went backorder. We take 2000 cases equally distributed between True and False backorders from the dataset to do the training of our QNN. Once, we can predict if a product is backorder we select a small dataset of backorder products to make an optimization using the VRP with QAOA and VQE to select the optimal route. The comparison of the VRP results are contrasted with those of [docplex](https://pypi.org/project/docplex/) a classical optimizer. \n", + "\n", + "# Outline\n", + "\n", + "1. Backorder prediction using a QNN\n", + "\n", + " 1.1 Setting the problem\n", + " 1.2 The Ansatz encoding\n", + " 1.3 Different ansatz solutions\n", + "\n", + "2. Vehicle routing problem solution.\n", + "\n", + " 2.1 Setting the problem \n", + " 2.2 The QUBO representation of the vehicle routing problem \n", + " \n", + " 2.2.1 Classical solution of the QUBO model\n", + " 2.2.2 Quantum Solution of the QUBO model\n", + "3. Conclusion and Future Work\n", + "\n", + "\n", + "4. References\n", + "\n", + "# 1. Backorder Prediction\n", + "\n", + "This is about an order that cannot be fulfilled at a given time because there is not enough inventory or the item is out of stock, but you can guarantee delivery of the product in the future. Unlike the out-of-stock situation, in the backorder situation customers can purchase the items and place the order as they will be guaranteed a delivery in the future, i.e., it is an order with a delayed delivery date.\n", + "\n", + "## 1.1 Setting the problem\n", + "\n", + "- From the dataset of backorders, we analyze different size data model with a special case with 2000 sampes for training and 6159 for validation. This will simulate a case were a lack of results is presented.\n", + "\n", + "- Once the dataset is selected, 3 ansatz architectures for the QNN are analized multiscale entanglement renormalization ansatz (MERA) [3], tree tensor networks TTN [4], and matrix product state (MPS) [5]. \n", + "\n", + "- Next, the results of the QNN are compared against a classical neural network.\n", + "\n", + "## 1.2 The ansatz encoding\n", + "\n", + "For the quantum computing case, the following scheme is generated for each experiment and it has 3 different ansatz based on 3 tensor networks (TN) MERA, TTN, and MPS. With only 10 variables we designed the amplitud embedding an one layer for each TN. The figure below shows the different ansatz choosed for the prediction of backorder.\n", + "\n", + "\n", + "\n", + "## 1.3 Different ansatz solutions\n", + "\n", + "For the three different ansatzes presented in Sec 1.2, different architectures were tested. For the case of the MERA architecture 5 different architectures were trained, 1 Layer, 2 Layers, 4 Layers, 1 Layer with a standard scaler, and 1 layer with depolarizing noise of 0.2. For the case of MPS and TTN the architectures tested were 1 layer, 2 layers, and 4 layers. The results were compared against a classical neural network with 640 parameters. From all the architectures tested the best result was obtained with MERA and 1 layer. This architecture outperforms the best result with a classical neural network in almost all the different metrics presented in the table below. Most important, MERA 1 layer is able to reduce false positives which can result in overstocking. Another good point is that even with some noise the 1 layer model is able to give good results in terms of prediction as is shown in the confusion matrices shown below.\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "# 2. Vehicle routing problem Solution\n", + "\n", + "Once we have the solution of the backorders predictions, we select some of them to do an optimization of the best route giving a set of *K* trucks using the Vehicle routing problem (VRP)\n", + "\n", + "\n", + "## 2.1 Setting the problem \n", + "\n", + "- We take a subset of 10 companies that were predicted to have backorder of some products. \n", + "- From the warehouse, where we collect all the products, and each company there is always a connection.\n", + "- 3 trucks are chosen to collect the products. \n", + "- Connections between companies are selected if the Euclidian distance is less than a threshold\n", + "\n", + "\n", + "\n", + "## 2.2 The QUBO representation of the vehicle routing problem \n", + "\n", + "To encode a problem as the Vehicle Routing Problem on a quantum computer it is needed to represent it as a quadratic unconstrained binary optimization ([QUBO](https://en.wikipedia.org/wiki/Quadratic_unconstrained_binary_optimization)) problem. In the QUBO representation, the cost function has linear and cuadratic terms and the constrains of the objective function are added as penalization to the cost function. The following function. In the Figure below, we are showing the objective function of the VRP:\n", + "\n", + "\n", + "\n", + "The terms of the above equations are:\n", + "
\n", + " \n", + "- Cij : We consider the cost associated with a specific route ij as a combination of distance, traffic, and other forecasted terms related to the disadvantages of taking the particular route on a specific day. \n", + "\n", + "- K: We find the solution for 3 trucks.\n", + "
\n", + "\n", + "### 2.2.1 Classical solution of the QUBO model\n", + "\n", + "Using docplex, the python version of the optimization solver **cplex**, we obtain the result of the problem explained above. The Figure below shows the graph representation of the solution, where the edges observed are the connections between companies that minimize the cost function and satisfy all the constraints. This solution will be used in the rest of the notebook as the optimal solution.\n", + "\n", + "\n", + "\n", + "### 2.2.2 Quantum Solution of the QUBO model\n", + "\n", + "Once we have the quadratic program of our model. We can use the qiskit optimization library to translate it into its QUBO representation. In this case, we have inequality constraints that in most cases need extra variables, known as **slack variables**. For this specific case, the number of variables increases from 68 to 196 to represent the inequality constraints. \n", + "\n", + "A further constraint is the number of qubits we can simulate. Unless we have a supercomputer, the best option to simulate programos with more than 20 qubits is using **qasm_simulator** from IBM in **runtime mode**. The maximum number of qubits we can simulate using the qasm_simulator is 32. For the case of real devices, we have a similar problem, we can only run experiments on a 7 qubits device (ibm_oslo, ibm_lagos) to which we have access.\n", + "\n", + "Therefore, using the previous solution we can reduce the number of variables choosing the optimal solution for the **slack variables**. For the variables that represent the routes of company i to company j we select the optimal for some of them and leave the quantum computer find the optimal solution for the rest in two cases:\n", + "\n", + "1) Using 7 variables and replace the orhers with the optimal solution. From the 7 variables left, 3 have a optimal solution equal to 1 and 4 equal to 0 (testing local machine and ibm_lagos **runtime**).\n", + "\n", + "2) Using 15 variables and replace the others with the optimal solution. From the variables left 5 have a optimal solution equal to 1 and 10 equal to 0 (testing qasm_simulator **runtime**).\n", + "\n", + "\n", + "\n", + "#### 7 Qubits Results\n", + "\n", + "We tested different models to see the applicability of the current model with ideal solutions using two classical optimizer ([SPSA](https://en.wikipedia.org/wiki/Simultaneous_perturbation_stochastic_approximation) and [COBYLA](https://qiskit.org/documentation/stubs/qiskit.algorithms.optimizers.COBYLA.html#:~:text=COBYLA%20is%20a%20numerical%20optimization,scipy.optimize.minimize%20COBYLA.)) for two quantum algorithms ([QAOA](https://qiskit.org/textbook/ch-applications/qaoa.html) with 2 layer repetitions and [VQE](https://pennylane.ai/qml/demos/tutorial_vqe.html) with ansatz [TwoLocal](https://qiskit.org/documentation/stubs/qiskit.circuit.library.TwoLocal.html), number of shots=1024 for both cases). Additionally, we run our model in *ibm_lagos* using [qiskit runtime](https://quantum-computing.ibm.com/lab/docs/iql/runtime/) with mitigated and unmitigated results with the same settings. The figure below shows the results for the different cases, we see that all the simulations reach the ideal solution shown in the graphs on the left, while the solution for the ibm_oslo and ibm_lagos experiments using COBYLA tries to go to the optimal solution, even though the noise is affecting them (Further experiments are needed to draw conclusion because at this point the max iterations were kept small).\n", + "\n", + "\n", + "\n", + "#### 15 Qubits Results\n", + "\n", + "For the case of 15 qubits, the solution includes only QAOA (with 3 layers repetitions) and VQE (with [TwoLocal ansatz](https://qiskit.org/documentation/stubs/qiskit.circuit.library.TwoLocal.html)) with the classic optimizer COBYLA. The results were obtained from qiskit runtime and the ideal simulator ibmq_qasm_simulator. As it is shown in the figure below the QAOA algorithm does not reach the solution while VQE can reach the solution. \n", + "\n", + "\n", + "\n", + "# 3. Conclusion and Future Work\n", + "\n", + "\n", + "# 3.2 Technical conclusions\n", + "\n", + "- The current devices as *ibm_lagos* is still too noisy to get back correct results with real devices for a 7 qubits problem using VQE.\n", + "\n", + "- It is important for the QUBO representation to choose a good penalty parameter when converting from a docplex model. The default penalty multiplier (similar to the Lagrange multiplier) for the equality and inequality constraints makes the penalty too large compared with the objective function. Therefore, the solver will lose soon the optimal direction. We have to set the penalty manually with a value of 15.\n", + "\n", + "- When planning for the objectives of this project. We wanted to make a simulation of the QAOA with 25 qubits, 3 repetitions, and COBYLA optimizer with max iterations of 100 using ibmq_qasm_simulator. Soon we realized we were overoptimistic. The maximum time we can simulate continuously in runtime mode is 14400 seconds and an iteration using COBYLA, 1 repetition of the QAOA and 20 qubits takes 700 seconds. Therefore, we have technically 20 iterations with that setting. We decided to downgrade our model to work with 15 qubits, 2 repetitions, and 100 max iterations.\n", + "\n", + "\n", + "# 4. References\n", + "\n", + "[1] Psaraftis, H.N. (1988). Vehicle Routing: Methods and Studies. 16: 223–248.\n", + "\n", + "[2] Tan, S., & Yeh, W. (2021). applied sciences The Vehicle Routing Problem : State-of-the-Art Classification and Review. Applied Sciences, 11.\n", + "\n", + "[3] Cong, I., Choi, S., & Lukin, M. D. (2019). Quantum convolutional neural networks. Nature Physics, 15(12), 1273–1278. \n", + "\n", + "[4] Cheng, S., Wang, L., Xiang, T., & Zhang, P. (2019). Tree tensor networks for generative modeling. Physical Review B, 99(15), 1–10. https://doi.org/10.1103/PhysRevB.99.155131\n", + "\n", + "[5] Ran, S. J. (2020). Encoding of matrix product states into quantum circuits of one- A nd two-qubit gates. Physical Review A, 101(3), 1–7. https://doi.org/10.1103/PhysRevA.101.032310" + ] + }, + { + "cell_type": "markdown", + "id": "748bd647", + "metadata": {}, + "source": [ + "#### Required libraries" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "35985a5f", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install qiskit \n", + "# %pip install docplex\n", + "# %pip install qiskit_optimization\n", + "# %pip install networkx\n", + "# %pip install geopandas\n", + "# %pip install folium" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "96211d4f", + "metadata": {}, + "outputs": [], + "source": [ + "import networkx as nx\n", + "import geopandas as gpd\n", + "import folium\n", + "\n", + "import numpy as np \n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import itertools\n", + "import time\n", + "import random\n", + "from IPython.display import display\n", + "\n", + "from qiskit import IBMQ\n", + "from qiskit.algorithms import QAOA, VQE\n", + "from qiskit.circuit.library import TwoLocal\n", + "from qiskit.algorithms.optimizers import COBYLA, SPSA # Classical simulator\n", + "from qiskit.providers.aer import AerSimulator\n", + "\n", + "from docplex.mp.model import Model\n", + "from qiskit_optimization.runtime import QAOAClient, VQEClient\n", + "from qiskit_optimization.converters import QuadraticProgramToQubo \n", + "from qiskit_optimization.translators import from_docplex_mp\n", + "from qiskit_optimization.algorithms import CplexOptimizer, MinimumEigenOptimizer" + ] + }, + { + "cell_type": "markdown", + "id": "39001f93", + "metadata": {}, + "source": [ + "## Setting the problem \n", + "\n", + "- We take a subset of 10 companies that were predicted to have backorder of some products. \n", + "- From the warehouse, where we collect all the products, and each company there is always a connection.\n", + "- 3 trucks are chosen to collect the products. \n", + "- Connections between companies were selected randomly to get an additional of 14 connections. \n", + "- In terms of quantum computing resources this means 29 qubits because each connection means a qubit.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3fce7767", + "metadata": {}, + "outputs": [], + "source": [ + "path = gpd.datasets.get_path('nybb')\n", + "df = gpd.read_file(path)" + ] + }, + { + "cell_type": "markdown", + "id": "388a4fe7", + "metadata": {}, + "source": [ + "### Visualization on the map of the different companies from where we will be collecting the products" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f934ae81", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Make this Notebook Trusted to load map: File -> Trust Notebook
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = folium.Map(location=[40.70, -73.94], zoom_start=10, max_zoom=12, tiles='CartoDB positron')\n", + " \n", + "# Project to NAD83 projected crs\n", + "df = df.to_crs(epsg=2263)\n", + "\n", + "# Access the centroid attribute of each polygon\n", + "df['centroid'] = df.centroid\n", + "\n", + "# Project to WGS84 geographic crs\n", + "\n", + "# geometry (active) column\n", + "df = df.to_crs(epsg=4326)\n", + "\n", + "# Centroid column\n", + "df['centroid'] = df['centroid'].to_crs(epsg=4326)\n", + "\n", + "np.random.seed(7)\n", + "locations = []\n", + "ids = 0\n", + "for _, r in df.iterrows():\n", + " lat, lon = r['centroid'].y, r['centroid'].x\n", + " for i in range(2):\n", + " lat_rand, lon_rand = lat + 0.2 * np.random.rand(), lon +0.1 * np.random.rand()\n", + " locations.append((lon_rand, lat_rand))\n", + " folium.Marker(location=[lat_rand, lon_rand], popup=f'Id: {ids}').add_to(m)\n", + " ids += 1\n", + "center = np.array(locations).mean(axis=0)\n", + "locations = [(center[0], center[1])] + locations\n", + "folium.CircleMarker(location=[center[1], center[0]], radius=10, popup=\"Warehouse\",\n", + " color=\"red\",fill=True, fillOpacity=1, fillColor=\"tab:red\").add_to(m)\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a57543e6", + "metadata": {}, + "outputs": [], + "source": [ + "# Normalizing the results to produce a graph in Graphx\n", + "companies = np.array(locations)\n", + "companies -= companies[0]\n", + "companies /= (np.max(np.abs(companies), axis=0))\n", + "r = list(np.sqrt(np.sum(companies ** 2, axis=1)))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "82ac9b57", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The number of edges of this problem is: 34\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "threshold = 1 # Limit for to not consider the route from company i to j if the distance is larger than a threshold\n", + "n_companies = len(companies)\n", + "G = nx.Graph(name=\"VRP\")\n", + "G.add_nodes_from(range(n_companies))\n", + "# G.add_weighted_edges_from([0, i, w] for i, w in zip(range(1, n_companies), r[1:]))\n", + "np.random.seed(2)\n", + "count = 0\n", + "for i in range(n_companies):\n", + " for j in range(n_companies):\n", + " if i != j:\n", + " rij = np.sqrt(np.sum((companies[i] - companies[j])**2))\n", + " if (rij < threshold) or (0 in [i, j]):\n", + " count +=1\n", + " G.add_weighted_edges_from([[i, j, rij]])\n", + " r.append(rij)\n", + "colors = [plt.cm.get_cmap(\"coolwarm\")(x) for x in r[1:]]\n", + "nx.draw(G, pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])\n", + "print(f\"The number of edges of this problem is: {len(G.edges)}\")" + ] + }, + { + "cell_type": "markdown", + "id": "367dd5a7", + "metadata": {}, + "source": [ + "### The QUBO of the vehicle routing problem \n", + "\n", + "To encode a problem as the Vehicle Routing Problem on a quantum computer it is needed to represent it as a quadratic unconstrained binary optimization (QUBO) problem. In the QUBO representation, the cost function has linear and cuadratic terms and the constrains are added as penalization to the cost function. The following function. In the Figure below, we are showing the objective function of the VRP:\n", + "\n", + "\n", + "\n", + "The terms of the above equations are:\n", + "
\n", + " \n", + "- Cij : We consider the cost associated with a specific route ij as a combination of distance, traffic, and other forecasted terms related to the disadvantages of taking the particular route on a specific day. \n", + "\n", + "- K: We find the solution for 2 trucks.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2753d7d8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The number of qubits needed to solve the problem is: 68\n", + "\\ This file has been generated by DOcplex\n", + "\\ ENCODING=ISO-8859-1\n", + "\\Problem name: VRP\n", + "\n", + "Minimize\n", + " obj: 1.332623442714 x_0_1 + 1.332623442714 x_1_0 + 1.167267340961 x_0_2\n", + " + 1.167267340961 x_2_0 + 0.870924584994 x_0_3 + 0.870924584994 x_3_0\n", + " + 0.506337604554 x_0_4 + 0.506337604554 x_4_0 + 0.473427767721 x_0_5\n", + " + 0.473427767721 x_5_0 + 0.226286197585 x_0_6 + 0.226286197585 x_6_0\n", + " + 0.382564916313 x_0_7 + 0.382564916313 x_7_0 + 0.185594213224 x_0_8\n", + " + 0.185594213224 x_8_0 + 0.588478457259 x_0_9 + 0.588478457259 x_9_0\n", + " + 1.022163668163 x_0_10 + 1.022163668163 x_10_0 + 0.314878112966 x_1_2\n", + " + 0.314878112966 x_2_1 + 0.487918004849 x_3_4 + 0.487918004849 x_4_3\n", + " + 0.781044787250 x_3_6 + 0.781044787250 x_6_3 + 0.689644793506 x_3_8\n", + " + 0.689644793506 x_8_3 + 0.318359687012 x_3_9 + 0.318359687012 x_9_3\n", + " + 0.807887929520 x_3_10 + 0.807887929520 x_10_3 + 0.675868194806 x_4_5\n", + " + 0.675868194806 x_5_4 + 0.334333083016 x_4_6 + 0.334333083016 x_6_4\n", + " + 0.856833254405 x_4_7 + 0.856833254405 x_7_4 + 0.381169417109 x_4_8\n", + " + 0.381169417109 x_8_4 + 0.382664692182 x_4_9 + 0.382664692182 x_9_4\n", + " + 0.393840203853 x_5_6 + 0.393840203853 x_6_5 + 0.757072348368 x_5_7\n", + " + 0.757072348368 x_7_5 + 0.602421444816 x_5_8 + 0.602421444816 x_8_5\n", + " + 0.952553004353 x_5_9 + 0.952553004353 x_9_5 + 0.608850835621 x_6_7\n", + " + 0.608850835621 x_7_6 + 0.240184142440 x_6_8 + 0.240184142440 x_8_6\n", + " + 0.558831877720 x_6_9 + 0.558831877720 x_9_6 + 0.477848914445 x_7_8\n", + " + 0.477848914445 x_8_7 + 0.798486241303 x_7_9 + 0.798486241303 x_9_7\n", + " + 0.966504238519 x_7_10 + 0.966504238519 x_10_7 + 0.402909595455 x_8_9\n", + " + 0.402909595455 x_9_8 + 0.885069440098 x_8_10 + 0.885069440098 x_10_8\n", + " + 0.665305782026 x_9_10 + 0.665305782026 x_10_9\n", + "Subject To\n", + " c0: x_1_0 + x_1_2 = 1\n", + " c1: x_2_0 + x_2_1 = 1\n", + " c2: x_3_0 + x_3_4 + x_3_6 + x_3_8 + x_3_9 + x_3_10 = 1\n", + " c3: x_4_0 + x_4_3 + x_4_5 + x_4_6 + x_4_7 + x_4_8 + x_4_9 = 1\n", + " c4: x_5_0 + x_5_4 + x_5_6 + x_5_7 + x_5_8 + x_5_9 = 1\n", + " c5: x_6_0 + x_6_3 + x_6_4 + x_6_5 + x_6_7 + x_6_8 + x_6_9 = 1\n", + " c6: x_7_0 + x_7_4 + x_7_5 + x_7_6 + x_7_8 + x_7_9 + x_7_10 = 1\n", + " c7: x_8_0 + x_8_3 + x_8_4 + x_8_5 + x_8_6 + x_8_7 + x_8_9 + x_8_10 = 1\n", + " c8: x_9_0 + x_9_3 + x_9_4 + x_9_5 + x_9_6 + x_9_7 + x_9_8 + x_9_10 = 1\n", + " c9: x_10_0 + x_10_3 + x_10_7 + x_10_8 + x_10_9 = 1\n", + " c10: x_0_1 + x_2_1 = 1\n", + " c11: x_0_2 + x_1_2 = 1\n", + " c12: x_0_3 + x_4_3 + x_6_3 + x_8_3 + x_9_3 + x_10_3 = 1\n", + " c13: x_0_4 + x_3_4 + x_5_4 + x_6_4 + x_7_4 + x_8_4 + x_9_4 = 1\n", + " c14: x_0_5 + x_4_5 + x_6_5 + x_7_5 + x_8_5 + x_9_5 = 1\n", + " c15: x_0_6 + x_3_6 + x_4_6 + x_5_6 + x_7_6 + x_8_6 + x_9_6 = 1\n", + " c16: x_0_7 + x_4_7 + x_5_7 + x_6_7 + x_8_7 + x_9_7 + x_10_7 = 1\n", + " c17: x_0_8 + x_3_8 + x_4_8 + x_5_8 + x_6_8 + x_7_8 + x_9_8 + x_10_8 = 1\n", + " c18: x_0_9 + x_3_9 + x_4_9 + x_5_9 + x_6_9 + x_7_9 + x_8_9 + x_10_9 = 1\n", + " c19: x_0_10 + x_3_10 + x_7_10 + x_8_10 + x_9_10 = 1\n", + " c20: x_1_0 + x_2_0 + x_3_0 + x_4_0 + x_5_0 + x_6_0 + x_7_0 + x_8_0 + x_9_0\n", + " + x_10_0 = 3\n", + " c21: x_0_1 + x_0_2 + x_0_3 + x_0_4 + x_0_5 + x_0_6 + x_0_7 + x_0_8 + x_0_9\n", + " + x_0_10 = 3\n", + " c22: x_1_2 + x_2_1 <= 1\n", + " c23: x_3_4 + x_4_3 <= 1\n", + " c24: x_3_6 + x_6_3 <= 1\n", + " c25: x_3_8 + x_8_3 <= 1\n", + " c26: x_3_9 + x_9_3 <= 1\n", + " c27: x_3_10 + x_10_3 <= 1\n", + " c28: x_4_5 + x_5_4 <= 1\n", + " c29: x_4_6 + x_6_4 <= 1\n", + " c30: x_4_7 + x_7_4 <= 1\n", + " c31: x_4_8 + x_8_4 <= 1\n", + " c32: x_4_9 + x_9_4 <= 1\n", + " c33: x_5_6 + x_6_5 <= 1\n", + " c34: x_5_7 + x_7_5 <= 1\n", + " c35: x_5_8 + x_8_5 <= 1\n", + " c36: x_5_9 + x_9_5 <= 1\n", + " c37: x_6_7 + x_7_6 <= 1\n", + " c38: x_6_8 + x_8_6 <= 1\n", + " c39: x_6_9 + x_9_6 <= 1\n", + " c40: x_7_8 + x_8_7 <= 1\n", + " c41: x_7_9 + x_9_7 <= 1\n", + " c42: x_7_10 + x_10_7 <= 1\n", + " c43: x_8_9 + x_9_8 <= 1\n", + " c44: x_8_10 + x_10_8 <= 1\n", + " c45: x_9_10 + x_10_9 <= 1\n", + " c46: x_3_4 + x_4_3 + x_3_6 + x_6_3 + x_4_6 + x_6_4 <= 2\n", + " c47: x_3_4 + x_4_3 + x_3_8 + x_8_3 + x_4_8 + x_8_4 <= 2\n", + " c48: x_3_4 + x_4_3 + x_3_9 + x_9_3 + x_4_9 + x_9_4 <= 2\n", + " c49: x_3_6 + x_6_3 + x_3_8 + x_8_3 + x_6_8 + x_8_6 <= 2\n", + " c50: x_3_6 + x_6_3 + x_3_9 + x_9_3 + x_6_9 + x_9_6 <= 2\n", + " c51: x_3_8 + x_8_3 + x_3_9 + x_9_3 + x_8_9 + x_9_8 <= 2\n", + " c52: x_3_8 + x_8_3 + x_3_10 + x_10_3 + x_8_10 + x_10_8 <= 2\n", + " c53: x_3_9 + x_9_3 + x_3_10 + x_10_3 + x_9_10 + x_10_9 <= 2\n", + " c54: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_5_6 + x_6_5 <= 2\n", + " c55: x_4_5 + x_5_4 + x_4_7 + x_7_4 + x_5_7 + x_7_5 <= 2\n", + " c56: x_4_5 + x_5_4 + x_4_8 + x_8_4 + x_5_8 + x_8_5 <= 2\n", + " c57: x_4_5 + x_5_4 + x_4_9 + x_9_4 + x_5_9 + x_9_5 <= 2\n", + " c58: x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_6_7 + x_7_6 <= 2\n", + " c59: x_4_6 + x_6_4 + x_4_8 + x_8_4 + x_6_8 + x_8_6 <= 2\n", + " c60: x_4_6 + x_6_4 + x_4_9 + x_9_4 + x_6_9 + x_9_6 <= 2\n", + " c61: x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_7_8 + x_8_7 <= 2\n", + " c62: x_4_7 + x_7_4 + x_4_9 + x_9_4 + x_7_9 + x_9_7 <= 2\n", + " c63: x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_8_9 + x_9_8 <= 2\n", + " c64: x_5_6 + x_6_5 + x_5_7 + x_7_5 + x_6_7 + x_7_6 <= 2\n", + " c65: x_5_6 + x_6_5 + x_5_8 + x_8_5 + x_6_8 + x_8_6 <= 2\n", + " c66: x_5_6 + x_6_5 + x_5_9 + x_9_5 + x_6_9 + x_9_6 <= 2\n", + " c67: x_5_7 + x_7_5 + x_5_8 + x_8_5 + x_7_8 + x_8_7 <= 2\n", + " c68: x_5_7 + x_7_5 + x_5_9 + x_9_5 + x_7_9 + x_9_7 <= 2\n", + " c69: x_5_8 + x_8_5 + x_5_9 + x_9_5 + x_8_9 + x_9_8 <= 2\n", + " c70: x_6_7 + x_7_6 + x_6_8 + x_8_6 + x_7_8 + x_8_7 <= 2\n", + " c71: x_6_7 + x_7_6 + x_6_9 + x_9_6 + x_7_9 + x_9_7 <= 2\n", + " c72: x_6_8 + x_8_6 + x_6_9 + x_9_6 + x_8_9 + x_9_8 <= 2\n", + " c73: x_7_8 + x_8_7 + x_7_9 + x_9_7 + x_8_9 + x_9_8 <= 2\n", + " c74: x_7_8 + x_8_7 + x_7_10 + x_10_7 + x_8_10 + x_10_8 <= 2\n", + " c75: x_7_9 + x_9_7 + x_7_10 + x_10_7 + x_9_10 + x_10_9 <= 2\n", + " c76: x_8_9 + x_9_8 + x_8_10 + x_10_8 + x_9_10 + x_10_9 <= 2\n", + " c77: x_3_4 + x_4_3 + x_3_6 + x_6_3 + x_3_8 + x_8_3 + x_4_6 + x_6_4 + x_4_8\n", + " + x_8_4 + x_6_8 + x_8_6 <= 3\n", + " c78: x_3_4 + x_4_3 + x_3_6 + x_6_3 + x_3_9 + x_9_3 + x_4_6 + x_6_4 + x_4_9\n", + " + x_9_4 + x_6_9 + x_9_6 <= 3\n", + " c79: x_3_4 + x_4_3 + x_3_8 + x_8_3 + x_3_9 + x_9_3 + x_4_8 + x_8_4 + x_4_9\n", + " + x_9_4 + x_8_9 + x_9_8 <= 3\n", + " c80: x_3_6 + x_6_3 + x_3_8 + x_8_3 + x_3_9 + x_9_3 + x_6_8 + x_8_6 + x_6_9\n", + " + x_9_6 + x_8_9 + x_9_8 <= 3\n", + " c81: x_3_8 + x_8_3 + x_3_9 + x_9_3 + x_3_10 + x_10_3 + x_8_9 + x_9_8 + x_8_10\n", + " + x_10_8 + x_9_10 + x_10_9 <= 3\n", + " c82: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_5_6 + x_6_5 + x_5_7\n", + " + x_7_5 + x_6_7 + x_7_6 <= 3\n", + " c83: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_4_8 + x_8_4 + x_5_6 + x_6_5 + x_5_8\n", + " + x_8_5 + x_6_8 + x_8_6 <= 3\n", + " c84: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_4_9 + x_9_4 + x_5_6 + x_6_5 + x_5_9\n", + " + x_9_5 + x_6_9 + x_9_6 <= 3\n", + " c85: x_4_5 + x_5_4 + x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_5_7 + x_7_5 + x_5_8\n", + " + x_8_5 + x_7_8 + x_8_7 <= 3\n", + " c86: x_4_5 + x_5_4 + x_4_7 + x_7_4 + x_4_9 + x_9_4 + x_5_7 + x_7_5 + x_5_9\n", + " + x_9_5 + x_7_9 + x_9_7 <= 3\n", + " c87: x_4_5 + x_5_4 + x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_5_8 + x_8_5 + x_5_9\n", + " + x_9_5 + x_8_9 + x_9_8 <= 3\n", + " c88: x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_6_7 + x_7_6 + x_6_8\n", + " + x_8_6 + x_7_8 + x_8_7 <= 3\n", + " c89: x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_4_9 + x_9_4 + x_6_7 + x_7_6 + x_6_9\n", + " + x_9_6 + x_7_9 + x_9_7 <= 3\n", + " c90: x_4_6 + x_6_4 + x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_6_8 + x_8_6 + x_6_9\n", + " + x_9_6 + x_8_9 + x_9_8 <= 3\n", + " c91: x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_7_8 + x_8_7 + x_7_9\n", + " + x_9_7 + x_8_9 + x_9_8 <= 3\n", + " c92: x_5_6 + x_6_5 + x_5_7 + x_7_5 + x_5_8 + x_8_5 + x_6_7 + x_7_6 + x_6_8\n", + " + x_8_6 + x_7_8 + x_8_7 <= 3\n", + " c93: x_5_6 + x_6_5 + x_5_7 + x_7_5 + x_5_9 + x_9_5 + x_6_7 + x_7_6 + x_6_9\n", + " + x_9_6 + x_7_9 + x_9_7 <= 3\n", + " c94: x_5_6 + x_6_5 + x_5_8 + x_8_5 + x_5_9 + x_9_5 + x_6_8 + x_8_6 + x_6_9\n", + " + x_9_6 + x_8_9 + x_9_8 <= 3\n", + " c95: x_5_7 + x_7_5 + x_5_8 + x_8_5 + x_5_9 + x_9_5 + x_7_8 + x_8_7 + x_7_9\n", + " + x_9_7 + x_8_9 + x_9_8 <= 3\n", + " c96: x_6_7 + x_7_6 + x_6_8 + x_8_6 + x_6_9 + x_9_6 + x_7_8 + x_8_7 + x_7_9\n", + " + x_9_7 + x_8_9 + x_9_8 <= 3\n", + " c97: x_7_8 + x_8_7 + x_7_9 + x_9_7 + x_7_10 + x_10_7 + x_8_9 + x_9_8 + x_8_10\n", + " + x_10_8 + x_9_10 + x_10_9 <= 3\n", + " c98: x_3_4 + x_4_3 + x_3_6 + x_6_3 + x_3_8 + x_8_3 + x_3_9 + x_9_3 + x_4_6\n", + " + x_6_4 + x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_6_8 + x_8_6 + x_6_9 + x_9_6\n", + " + x_8_9 + x_9_8 <= 4\n", + " c99: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_5_6\n", + " + x_6_5 + x_5_7 + x_7_5 + x_5_8 + x_8_5 + x_6_7 + x_7_6 + x_6_8 + x_8_6\n", + " + x_7_8 + x_8_7 <= 4\n", + " c100: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_4_9 + x_9_4 + x_5_6\n", + " + x_6_5 + x_5_7 + x_7_5 + x_5_9 + x_9_5 + x_6_7 + x_7_6 + x_6_9 + x_9_6\n", + " + x_7_9 + x_9_7 <= 4\n", + " c101: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_5_6\n", + " + x_6_5 + x_5_8 + x_8_5 + x_5_9 + x_9_5 + x_6_8 + x_8_6 + x_6_9 + x_9_6\n", + " + x_8_9 + x_9_8 <= 4\n", + " c102: x_4_5 + x_5_4 + x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_5_7\n", + " + x_7_5 + x_5_8 + x_8_5 + x_5_9 + x_9_5 + x_7_8 + x_8_7 + x_7_9 + x_9_7\n", + " + x_8_9 + x_9_8 <= 4\n", + " c103: x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_4_9 + x_9_4 + x_6_7\n", + " + x_7_6 + x_6_8 + x_8_6 + x_6_9 + x_9_6 + x_7_8 + x_8_7 + x_7_9 + x_9_7\n", + " + x_8_9 + x_9_8 <= 4\n", + " c104: x_5_6 + x_6_5 + x_5_7 + x_7_5 + x_5_8 + x_8_5 + x_5_9 + x_9_5 + x_6_7\n", + " + x_7_6 + x_6_8 + x_8_6 + x_6_9 + x_9_6 + x_7_8 + x_8_7 + x_7_9 + x_9_7\n", + " + x_8_9 + x_9_8 <= 4\n", + " c105: x_4_5 + x_5_4 + x_4_6 + x_6_4 + x_4_7 + x_7_4 + x_4_8 + x_8_4 + x_4_9\n", + " + x_9_4 + x_5_6 + x_6_5 + x_5_7 + x_7_5 + x_5_8 + x_8_5 + x_5_9 + x_9_5\n", + " + x_6_7 + x_7_6 + x_6_8 + x_8_6 + x_6_9 + x_9_6 + x_7_8 + x_8_7 + x_7_9\n", + " + x_9_7 + x_8_9 + x_9_8 <= 5\n", + "\n", + "Bounds\n", + " 0 <= x_0_1 <= 1\n", + " 0 <= x_1_0 <= 1\n", + " 0 <= x_0_2 <= 1\n", + " 0 <= x_2_0 <= 1\n", + " 0 <= x_0_3 <= 1\n", + " 0 <= x_3_0 <= 1\n", + " 0 <= x_0_4 <= 1\n", + " 0 <= x_4_0 <= 1\n", + " 0 <= x_0_5 <= 1\n", + " 0 <= x_5_0 <= 1\n", + " 0 <= x_0_6 <= 1\n", + " 0 <= x_6_0 <= 1\n", + " 0 <= x_0_7 <= 1\n", + " 0 <= x_7_0 <= 1\n", + " 0 <= x_0_8 <= 1\n", + " 0 <= x_8_0 <= 1\n", + " 0 <= x_0_9 <= 1\n", + " 0 <= x_9_0 <= 1\n", + " 0 <= x_0_10 <= 1\n", + " 0 <= x_10_0 <= 1\n", + " 0 <= x_1_2 <= 1\n", + " 0 <= x_2_1 <= 1\n", + " 0 <= x_3_4 <= 1\n", + " 0 <= x_4_3 <= 1\n", + " 0 <= x_3_6 <= 1\n", + " 0 <= x_6_3 <= 1\n", + " 0 <= x_3_8 <= 1\n", + " 0 <= x_8_3 <= 1\n", + " 0 <= x_3_9 <= 1\n", + " 0 <= x_9_3 <= 1\n", + " 0 <= x_3_10 <= 1\n", + " 0 <= x_10_3 <= 1\n", + " 0 <= x_4_5 <= 1\n", + " 0 <= x_5_4 <= 1\n", + " 0 <= x_4_6 <= 1\n", + " 0 <= x_6_4 <= 1\n", + " 0 <= x_4_7 <= 1\n", + " 0 <= x_7_4 <= 1\n", + " 0 <= x_4_8 <= 1\n", + " 0 <= x_8_4 <= 1\n", + " 0 <= x_4_9 <= 1\n", + " 0 <= x_9_4 <= 1\n", + " 0 <= x_5_6 <= 1\n", + " 0 <= x_6_5 <= 1\n", + " 0 <= x_5_7 <= 1\n", + " 0 <= x_7_5 <= 1\n", + " 0 <= x_5_8 <= 1\n", + " 0 <= x_8_5 <= 1\n", + " 0 <= x_5_9 <= 1\n", + " 0 <= x_9_5 <= 1\n", + " 0 <= x_6_7 <= 1\n", + " 0 <= x_7_6 <= 1\n", + " 0 <= x_6_8 <= 1\n", + " 0 <= x_8_6 <= 1\n", + " 0 <= x_6_9 <= 1\n", + " 0 <= x_9_6 <= 1\n", + " 0 <= x_7_8 <= 1\n", + " 0 <= x_8_7 <= 1\n", + " 0 <= x_7_9 <= 1\n", + " 0 <= x_9_7 <= 1\n", + " 0 <= x_7_10 <= 1\n", + " 0 <= x_10_7 <= 1\n", + " 0 <= x_8_9 <= 1\n", + " 0 <= x_9_8 <= 1\n", + " 0 <= x_8_10 <= 1\n", + " 0 <= x_10_8 <= 1\n", + " 0 <= x_9_10 <= 1\n", + " 0 <= x_10_9 <= 1\n", + "\n", + "Binaries\n", + " x_0_1 x_1_0 x_0_2 x_2_0 x_0_3 x_3_0 x_0_4 x_4_0 x_0_5 x_5_0 x_0_6 x_6_0 x_0_7\n", + " x_7_0 x_0_8 x_8_0 x_0_9 x_9_0 x_0_10 x_10_0 x_1_2 x_2_1 x_3_4 x_4_3 x_3_6 x_6_3\n", + " x_3_8 x_8_3 x_3_9 x_9_3 x_3_10 x_10_3 x_4_5 x_5_4 x_4_6 x_6_4 x_4_7 x_7_4 x_4_8\n", + " x_8_4 x_4_9 x_9_4 x_5_6 x_6_5 x_5_7 x_7_5 x_5_8 x_8_5 x_5_9 x_9_5 x_6_7 x_7_6\n", + " x_6_8 x_8_6 x_6_9 x_9_6 x_7_8 x_8_7 x_7_9 x_9_7 x_7_10 x_10_7 x_8_9 x_9_8\n", + " x_8_10 x_10_8 x_9_10 x_10_9\n", + "End\n", + "\n" + ] + } + ], + "source": [ + "mdl = Model(name=\"VRP\")\n", + "n_trucks = 3 # number of K trucks\n", + "x = {}\n", + "for i, j in G.edges():\n", + " x[(i, j)] = mdl.binary_var(name=f\"x_{i}_{j}\") # Adding route from company i to company j as a binary variable\n", + " x[(j, i)] = mdl.binary_var(name=f\"x_{j}_{i}\") # Adding route from company j to company i as a binary variable\n", + "\n", + "print(f\"The number of qubits needed to solve the problem is: {mdl.number_of_binary_variables}\")\n", + "cost_func = mdl.sum(w[\"weight\"] * x[(i, j)] for i, j, w in G.edges(data=True)) + mdl.sum(w[\"weight\"] * x[(j, i)] for i, j, w in G.edges(data=True))\n", + "mdl.minimize(cost_func)\n", + "\n", + "# Constraint 1a(yellow Fig. above): Only one truck goes out from company i \n", + "for i in range(1, n_companies):\n", + " mdl.add_constraint(mdl.sum(x[i, j] for j in range(n_companies) if (i, j) in x.keys()) == 1)\n", + "# Constraint 1b (yellow Fig. above): Only one truck comes into company j \n", + "for j in range(1, n_companies):\n", + " mdl.add_constraint(mdl.sum(x[i, j] for i in range(n_companies) if (i, j) in x.keys()) == 1)\n", + "# Constraint 2: (orange Fig. above) For the warehouse\n", + "mdl.add_constraint(mdl.sum(x[i, 0] for i in range(1, n_companies)) == n_trucks)\n", + "mdl.add_constraint(mdl.sum(x[0, j] for j in range(1, n_companies)) == n_trucks)\n", + "\n", + "# Constraint 3: (blue Fig. above) To eliminate sub-routes\n", + "companies_list = list(range(1, n_companies))\n", + "subroute_set = []\n", + "for i in range(2, len(companies_list) + 1):\n", + " for comb in itertools.combinations(companies_list, i):\n", + " subroute_set.append(list(comb)) #subset points\n", + "\n", + "for subroute in subroute_set:\n", + " constraint_3 = []\n", + " for i, j in itertools.permutations(subroute, 2): #iterating over all the subset points\n", + " if (i, j) in x.keys():\n", + " constraint_3.append(x[(i,j)])\n", + " elif i == j:\n", + " pass\n", + " else:\n", + " constraint_3 = []\n", + " break\n", + " if len(constraint_3) != 0:\n", + " mdl.add_constraint(mdl.sum(constraint_3) <= len(subroute) - 1)\n", + "\n", + "quadratic_program = from_docplex_mp(mdl)\n", + "print(quadratic_program.export_as_lp_string())" + ] + }, + { + "cell_type": "markdown", + "id": "1de52ed7", + "metadata": {}, + "source": [ + "### Classical solution of the model\n", + "\n", + "Using docplex the python version of the well-known optimization solver **cplex**. We can obtain the result of the quadratic program developed above. The solution is:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2b1ae875", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "objective function value: 7.208211006395375\n", + "variable values: x_0_1=1.0, x_1_0=0.0, x_0_2=0.0, x_2_0=1.0, x_0_3=0.0, x_3_0=0.0, x_0_4=0.0, x_4_0=0.0, x_0_5=1.0, x_5_0=0.0, x_0_6=0.0, x_6_0=0.0, x_0_7=0.0, x_7_0=1.0, x_0_8=1.0, x_8_0=1.0, x_0_9=0.0, x_9_0=0.0, x_0_10=0.0, x_10_0=0.0, x_1_2=1.0, x_2_1=0.0, x_3_4=0.0, x_4_3=1.0, x_3_6=0.0, x_6_3=0.0, x_3_8=0.0, x_8_3=0.0, x_3_9=1.0, x_9_3=0.0, x_3_10=0.0, x_10_3=0.0, x_4_5=0.0, x_5_4=0.0, x_4_6=0.0, x_6_4=1.0, x_4_7=0.0, x_7_4=0.0, x_4_8=0.0, x_8_4=0.0, x_4_9=0.0, x_9_4=0.0, x_5_6=1.0, x_6_5=0.0, x_5_7=0.0, x_7_5=0.0, x_5_8=0.0, x_8_5=0.0, x_5_9=0.0, x_9_5=0.0, x_6_7=0.0, x_7_6=0.0, x_6_8=0.0, x_8_6=0.0, x_6_9=0.0, x_9_6=0.0, x_7_8=0.0, x_8_7=0.0, x_7_9=0.0, x_9_7=0.0, x_7_10=0.0, x_10_7=1.0, x_8_9=0.0, x_9_8=0.0, x_8_10=0.0, x_10_8=0.0, x_9_10=1.0, x_10_9=0.0\n", + "status: SUCCESS\n" + ] + } + ], + "source": [ + "sol = CplexOptimizer().solve(quadratic_program)\n", + "print(sol.prettyprint())" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "86068af4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "solution_cplex = sol.raw_results.as_name_dict()\n", + "G_sol = nx.Graph()\n", + "G_sol.add_nodes_from(range(n_companies))\n", + "for i in solution_cplex:\n", + " nodes = i[2:].split(\"_\")\n", + " G_sol.add_edge(int(nodes[0]), int(nodes[1]))\n", + "nx.draw(G_sol, pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])" + ] + }, + { + "cell_type": "markdown", + "id": "75dfcdd4", + "metadata": {}, + "source": [ + "## Quantum Solution\n", + "\n", + "Once we have the quadratic program of our model. We can use the qiskit optimization library to translate it into its QUBO representation. In this case, we have inequality constraints that in most cases need extra variables, known as **slack variables**. For this specific case, the number of variables increases from 68 to 196 to represent the inequality constraints. \n", + "\n", + "A further constraint is the number of qubits we can simulate. Unless we have a supercomputer, the best option to simulate the largest qubits number is using **qasm_simulator** from IBM in **runtime mode**. The maximum number of qubits we can simulate using the qasm_simulator is 32. For the case of real devices, we have a similar problem, we can only run experiments on a 7 qubits device (ibm_oslo) and 16 qubits device (ibmq_guadalupe) to which we have access.\n", + "\n", + "Therefore, using the previous solution we can reduce the number of variables choosing the correct set of variables for the **slack variables** and for most of the route connections between companies ij, the variables we will leave are distributed as follows for the three cases analized: \n", + "\n", + "1) Using 7 variables and replace the orhers with the optimal solution. From the vairables left 3 have a optimal solution equal to 1 and 4 equal to 0 (testing local machine and ibm_oslo **runtime**).\n", + "\n", + "2) Using 25 variables and replace the others with the optimal solution. From the vairables left 10 have a optimal solution equal to 1 and 15 equal to 0 (testing qasm_simulator **runtime**).\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "a8c818cb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "To represent the inital problem with 68 variables, the QUBO representation needs 196 variables\n" + ] + } + ], + "source": [ + "qubo = QuadraticProgramToQubo(penalty=15).convert(quadratic_program)\n", + "num_vars = qubo.get_num_binary_vars()\n", + "print(f\"To represent the inital problem with {mdl.number_of_binary_variables} variables, the QUBO representation needs {num_vars} variables\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "83f7e5d2", + "metadata": {}, + "outputs": [], + "source": [ + "new_qubo = qubo.substitute_variables(sol.variables_dict)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b4c1b834", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The solver needs 0.096 seconds to finish.\n" + ] + } + ], + "source": [ + "start = time.time()\n", + "sol_slack = CplexOptimizer().solve(new_qubo)\n", + "end = time.time() - start\n", + "print(f\"The solver needs {np.round(end, 3)} seconds to finish.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "95eaf242", + "metadata": {}, + "outputs": [], + "source": [ + "qubo_no_slack = qubo.substitute_variables(sol_slack.variables_dict)\n", + "sol_no_slack = CplexOptimizer().solve(qubo_no_slack)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "27a49bd9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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P5bLg4yNGTMxYNG7sZoUKa4aCjxArUqTcxcUhr6PJ5FFoNvMNu7ztQyr337V9RqMJZ85kIiYmG2fPZqKwUAMul42QEG/06NEQTz3VGA0a2NcIp6aWLbuIhQvPQaWqfug9xOGwEBAgQ2LiBIjF9nGng4KPECspuRKPS8PfRKtPpqHxxJdtXQ6phfQNu5Dy3XZcingfK76JhVptgFZreOI5l1TKg8FgQv/+jbFoUS+EhTnujNCkpAKEhUVBra556D0kEnHx+uuhWL16oAUqqz0KPkKsIP/4eVwdOwNtv10Ev2H28ctOau7ixWwM6/szik0CaPTmnSMScTF1agcsXtwbAgHXugVaQe/eW3DuXBbKS4ipUztgypT2CAwsu32ZkFCAzz67gIMHUyu8nkjExdWrryIoyPb7StLDBkIsLHv3YVwdOwOdtq2k0HMC0dG30L//duRozQ89AFCrDVi37hrCw7dDqdRZr0ArSEkpxJUrueWGHgBkZMgxe/YpdOoUhc6dN+Gvv+4jOnoY2rb1qfCaBoMJK1fGWqni6qERHyEWlPb9Vtxasg5d9v4A9w6tbV0OqaXjx+9j6NDfavWMSyjkoEuXBjhxYiTYbMd4xjtv3ml8+eUl6PXlL1koT0HB25g79zR++OF6hcdIJDzI5f+z+bNuGvERYgEMw+DW4rVI/fon9PhrM4WeEygp0eKVV/bVKvQAQKMxIjY2FytXXrFQZdZ3/Ph9s0OPzWZh5MggSKV8nDuXVeXxd+4U17K62qPgI6SWGJMJCe99hpzfjqDHiS2QNG9s65KIBcyadRIKRcW3KKVSHlas6I979yZDpZqGs2dHo3Pn8iezKJV6LFhwBpmZcmuVa1FJSQVVHhMa6gO5/H/Qaqfju++exvDhexEfn1/pORwOC3FxeZYqs8Yo+AipBZNOh2vjP4D8xk10/zMKwga+ti6JWEBJiRYbNyZCo6l4h4b165/Fs88GYvz4Q2jb9lccOZKGY8dernCxttHI4Ntvr1mpYssyZ5R782YhOnTYiG7dNuPbb+Pw66/PoU2bip/xAWXP+YqLtZYqs8Ycb6oRIXbCoFDiyiv/A0fIR9cD68ERCW1dErGQbduSUVmfAaGQixdfbIUXX9yLkyfTAQALF57D8883w1tvtceHH5594hyt1oh1665h0aLedfKMS29goNYCKi0DtY6BRguotQzUur9f05Z9/eFr6n+9ZmKqrk+vNz26bRkbm4suXfwwfXoYJk36o8Jz2GwWeDzbj7co+AipAV1+IS69MAXSkBZo+90isLn0q+RM/vjjbqWjHi6XBS6X/cSIUK02oHfvgArP02qNuHevBE2belRZA8Mw0BsAlRZQ68pCSfP3v6u0jwdV2df/9ZoOYBhAJABEAhZEAhbE/If/XvZPTykbDb0ff03EZ0EsALYsluDu3VKz/7yAslATCDhVHtOsmXu1rmsN9NtKSDWp72chZsjr8Hv+KQQtft/mM9SI5V26lFvp1xUKPc6dy8SCBd0RH5+PnBwlRo8ORo8eDXH7dnGF57HZbOw5mI0+A6WVjrgeBhmL9U94ifn/CigBIOKz4O3G/ldo/RNyIgHA46DGP5vdujWsNPg+/7wPDhxIRXq6HDIZH2PGtEa/fo0wZMhvlV5XrTagQwfbPw6g4COkGuRJd3Bp6CQEvhOJZtMn2rocYiVFRZoqj4mMPIiff34OmZlvwmAwITY2F1u3JiMsrOL9FbU6I64lKRDQxvQoqOp5sP8VWv8KLz7A49rmL1XDh7fA/v13oFCUv3DRz0+CTZuGwM9PjJISHa5fz8OgQbtx5Mi9Sq8bGuoDqZRvhYqrh4KPEDMVxcThyotTEfz5BwiIjLB1OcSKzBkopaaWoF+/7RCLeXBz4yMnR4lt24YiNbWkwnO4HBZ6tOHhlX62//CvTERES0yefKTCr0+YcLja15RKeZg1q2ttyrIY2z9lJMQB5B05jcsRU9D2+88o9FyAl5f5eyWqVHrk5Cjh4SHAs88GYu/e2xUey+Ox4edn/9sb8fkcfPRRD0gklmsq7eUlxIgRLS12vdqg4COkCpnb9uPahNkI27kG9Yf0t3U5pA507Vp1c+lnngnEc881RWCgOwYObILjx0ciObkQGzbEV3iOXm+q9FaoPZk2LQwtW3qAw6n97VaRiIudO18An1/55Je6QsFHSCXurolC8pxl6HZ4A7x6d7Z1OaSODB7cFFJp5aMdd3cB1qx5CsnJE7Bx4yCcOZOJZ5/dBYOh4o4nEgkPjRrJLF2uVXA4bGzbEQGpTFCrVmtiMRefftoLXbs2sGB1tUO9OgkpB8MwSFm4Ctk7DqLrwZ8gDqx4ijpxPkqlDr6+62rdruzfhEIO5s3rjg8/7GGxa1qTSsvgSqoOplI5RkXsRHGxptIF/eURicpCb+bMLlaqsmZoxEfIfzBGI+Lf+QQPDp5EjxNbKPRckETCxxtvtINIZLn5fxwOG1OmtLPY9axJqTXhyh0dAutxEd7NBykpr2PUqGCIRFyzbn1KpTwEBMjw11+v2F3oATTiI+QxRq0O18bPhL6wBGG71oLn5hw7aZPqUyp1aNnyJ2RnK2t9LYmEh6+/7ofJk9tboDLrUmhMiE3Vo3l9Lvy9H38mFxf3ACtWXMb27TfB5bLBYrFgMJjAZgNcLhsqlQFBQV6YM6crXnqpld3uQ0jBR8jfDHIFLr/4Nnie7ujw63JwhAJbl0Rs7MKFLDz11I5a3fIUibjo168RDhwYYffNDhRqE66k6tGyARcNvSqeiGI0mpCcXIi4uDyUlGjB47HRvLkHOnb0hYeH/bfuo+AjBID2QQEuPf8G3MNCEbr6Y7A49jH7jNjesWNpiIiIhkqlr3Bj1oqIxVz06uWPffuG2+3o56FSlQlX7+oR1JALP0/n/vmnZ3zE5anuZeB8vzGoNygcoWsXUuiRxwwc2ASXLo1DSIi32evaOBwWRCIu5s/vjoMHX7T70Cv5O/SC/Z0/9AAa8REnodcbcft2MZRKPQQCDpo394BYXPWHlDw+BReffwPN3p+Epu9E1kGlxFEZDCb8/PMNfPHFReTmqsAwzGO3QDkcFiQSHnQ6I156qRUWLOiBoCAvG1ZsnmKlCdfu6dEmgIt67s4fegAFH3FgRUUabNgQjx9/vI47d4ohEHDAZrPAMGXNcBs2lGLUqCC8/XZHNG7s9sT5hWev4Mor7yLkq3nwHzXUBt8BcUQMw+D69TxcvJiDCxeykJ+vBp/PQZs23ujSxQ+9ewfA3d0xng8XKUyIS9MjtBEPPm6ucwOQgo84HIPBhGXLLmLRogtgsyvfNJPP54DNBkaNCsaqVU9BJivrkZh78ASuvz4H7X9ZBt9n+9ZV6YTYjQK5CTfS9GjbhAdvmeuEHkDBRxxMbq4STz+9E6mpxVAqzZ9pJxRy4OYmwJEjL8H7+jkkz12OsN3r4NnN/qeXE2Jp+aUmxKfr0a4JD15S1wo9gIKPOJAHD5To3HkTsrMVMBhq9mMrEQBfeZ/CmGMrIGvd3MIVEmL/8kqMSMgwoEMgDx4S1ws9gGZ1EgdhMjEYOnRPrUIPAJRaBvPVT8PUkLqxENeTW2xEYoYBHZu6bugBFHzEQaxeHYvExIJahV4ZFpRqA6ZOPWqRughxFDlFRiRnloWeu9i1P/rpViexexqNAb6+ayGXl78b9N27byAw0P2J1w8cSMXQob+Ve45QyEVc3Kto1cr+p5sTUltZhUbcyjagUzMeZCLXDj2AdmAnDmDnzpuVdszo0mXTY41zGzSQ4sqVSOzYcbPCc4xGE1aujMXatQMtWSohdiezwIg7uQaENedBKqTQA+hWJ3EAv/ySAIWi/NEeAOTnq5Gbq3r0v8GDm6K0VFtp8On1JmzfnmyNcgmxG+n5RqRS6D2BRnzE7l29+qBax7/+elts2pQEjaby5Q5yuR75+Sr4+IhrU57LMxhMuHWrCMXFWnA4LAQGusHXV2Lrslze/TwD0vKMCGvOh1hg382x6xoFH7FrCoUOcrnW7OOffroJmjXzwI8/Xq/yWJGIg6SkQvTpQ8FXXSqVHtu3J2PVqrJJR3w+BxxOWdccrdYIsZiH554LxIwZndG5s5+ty3U59x4YkFFgROcWfIj4FHr/RcFH7JpGYwCHw4bBYN7Oz2+80Q4XL2bj+vU8M45mVTkqJI9jGAabNydh6tRjYBjm0S1onc702HFarRHbt9/E3r230aGDL7ZsGYImTZ6cgEQsLzXXgOwiEzo350NIoVcuuulL7JpIxIXRaKr6QAD16okxbFgLs0Z7ZRiL7rDt7NRqPYYO/Q1vvnkUcrmu0ueuQNnaS5XKgJiYbLRpswE7d1b8zJXUHsMwuJ1jQE6RCZ2b8yj0KkHBR+yaRMI3e2PL115rA63WiK1bzZu0olYbEBLiXZvyXIZGY8CAATvw11/3oVRWHnj/ZTQyUCoNGD/+ELZsSbRSha6NYRjczjYir6Qs9AQ8Cr3KUPARu9epk69Zx02a1BbbtiWb/cHs7i6Al5eoNqW5jHfe+RNxcXnQaMy75VwetdqASZOO4MYNc25DE3MxDIOULCMKFCaENeeBT6FXJQo+YvcmTmwLmazyvfX69WuEVq28zL7NyeOx8cLz/niQmwO1qmxvNVK+EyfuY8uWJKjVtX8eqtEY8PLLv0Ovr3mAkn8wDIPkTAOKVSaENeOBz6XQMwd1biF2T6czwtd3HUpKzJ/dWRWhkIMbN8ajng8bCrkcRqMRUpkUUpkb+Hy+xd7HGbRr9wtu3Mgv92tsNguffNIT48aFoEEDCbKzldi8ORGffHIORmP5Hy1SKQ/r1z+LkSODrVm202MYBkkZBig0DDo244HHodAzF434iN3j8zn48stwSCRV76huDqGQi8jIELRo4QV3Dw/4N2oEvwYNAAbIycpEVkY6SktKYDTSqOTatQe4c6e4wq/Pnt0Vb7/dAf/7358IDv4Z06b9hbff7oi5c7tVeI5CoccXX1y0QrWug2EYJKQboNQy6EShV200pY04hNdfb4uoqERcuJANna7mgcRiAR4eAqxY0f+x1/kCAbwEAnh6e0OtUkEhl6OosABCkQgymRtEYjFYLNf7cNm9O6XSP++ePRti375U7N+fCgBISyvF77/fQbduDSq9bkJCPjUPqCETwyD+vgF6A4NOTXmPtesj5qERH3EILBYL0dERaNxYBj6/Zj+2LFbZhJbjx1+BRFL+7UwWiwWxRAJfPz8ENG4CkUiM4qIipKfdQ0F+HrRay91udQQnT6ZXuiPGmTOZ6N+/EYKCypp9t27tjQEDGuHgwbuVXlck4iI2tnodeUjZEpEbaQYYjAw6UOjVGI34iMPw9BTi4sVxGDLkN1y/nletafViMRc+PiIcOfLyow/pqnA4HLi5u8PN3R16nQ5yuRy5OdngsNmQytwglUrB4Tr3r1BKSlGlX//ii4uQyfhITJwAo9EEHo+Dzz47j2+/vVbpeRqNEcnJhXjmmUDLFevkTCYGcWkGsAB0COSBzabQqyka8RGH4ukpxNmzo7F8edkzP6m08ud+IhEXQiEHU6a0x82br5sdev/F4/Ph5e2NRo2bwMvbBzqtFhnp95GbnQWlQuG0s0Kruq08cmQQXn01BGPG7EenTlGIjDyIqVM7YOLE0ErPMxpN1DWnGowmBtfu6cFmAe2acCn0asm5/7pKnBKLxcJbb3XA+PFtsH17Mn744TquX88DwwAcDgsmEwODgUGrVp4YO7Y1Jk1qa7FnSSwWCyKxGCKxGCaTCUqFAqUlJcjPewCJVAaZTAa+QOA0zwMFAi6Aim/vLl8eji+/vIzt28u6ssTH56NJEzfMndsNP/8cX+F5XC4bYjF9/JjDaCwLPR6XhdDGXLCd5GfLlugnjzgssZiHCRPaYsKEtmAYBtnZSiiVevD5bAQEyMDhWPeGBpvNhszNDTI3N+j1eijkcjzIzQWLhbJboTIZuA5+KzQkxBs5OcoKvy4W855YtmA0mqockQgEHLRp42ORGp2Zwcjg6l09RHwW2jTiOs1fqGzNsX8rCfkbi8VCw4ZSm70/j8eDp5cXPDw9odVoIJfLkZl+HwKBAFKZG8QSCdhs6waxNjUV6rjr0MTfgKGgECweF/xmzSEKDYWoY0dwpNXfKqhfv0Y4fToDen35/VL37buDOXO64u7dEiQk5KNjR1/MmNEZGzdW3ppMpTKgU6f61a7HEaWnl+L06UycP5+FO3eKwTAMGjaUomdPf/Tq1RDBweW3zdMbGVxN1UMqZKF1AIWeJdECdkKsxGQyQaVUQiGXQ6vVQCyRQiaTQSAUWuxDjDGZULp/P/K//wH6zEyAzQajUv1zAJcLtlAIxmCA26BB8JkyGfzAQLOvf/NmITp02Fjh8ziplIdFi3pj+PCW8PUVITtbiW3bkvHpp+eh1Vb8fLBPH3+cOjXa7Doc0cmT6fjkk3O4cCELPB4bCoUe//60lUh4YBgGLVp4YMGCHnjppVaPfi70BgaxqXq4iVkI9qfQszQKPkLqgMFggEIuh0JeCoYBpDIZpDIZeLyaL8rXpaUhY/oM6O7eBaNWV30ChwMWjweft6fCe+JEsDicSg83mRgUlyoxoP9OxF0rqHGd/yWV8rBly1A8/3xzi13TnpSWavHOO39i9+4UqFTmTeCRSHjo3Lk+Nm8egnr1pYhN1cNTwkarhhwKPSug4COkDjEMA51WC7lcDqVCDj6fD6nMDRKptFq3QlWXL+P+5ClgNBrAZN62TQ+xRCKIO3VCwLfrwC6nPdvDwCsolkMo4CMjTY2nBuyySK9ODoeFTp3q48KFsU45MzE3V4mePbcgK0tR7YbeXC4bUikPqze+hG5h9dCiAYWetVDwEWIjDMM8uhWq0aghEksgk8kgFIkq/cDTJCbi3thx5o3yKsASCiDp1h0B33376L1MJgbFciUKisoCz8dLBpGgLBjnzDmF1atjzR7BVEQi4eHGjfFo2tSjVtexRwqFDh06bERaWkmli/6r4uYuQNy1VxEYSBv3WgsFHyF2wGgwQKFQQCEvhdFkgvTvpRG8/4zITFot7gwaBENWdq3fkyUSof68uXB/6aWyEV6RAkIBDz6eMoiEj7+v0WjCiy/uxdGjaTUOP7GYi+joCDz9dGCta7dHkyb9gc2bE2u1dRNQNiru3NkP586NccpRsT2gBeyE2AEOl/t3w+zG8PNrULY8o5yG2flr1sJYWHk3Fc/Ro9H82FEExV1D4O5dEIWFlXsco1Yjd8nnuB2XBIVKgwA/LzRq4P1E6AEAh8PGrl3DMG5cSLXX3wkEHHh6CnDw4ItOG3oXLmRhy5Yks0JvzpyuYJiZWL36qXK/bjQyiI/Pxy+/VLwOktQOBR8hdoYvEMDbxweNmgTCw9MLGrUa6ffTkJuWhsJNm8qe61VANmgQ6s+bi4Lvf8Dd4SOgvnoVjX/4HtwG5TeNZoxGyE4eQ+MGPuUG3r9xuWx8//0z2LdvBPz9pVXukcjncyAUcjBsWHPcvj0J4eGNqv7mHdTixRfM6kTTrVsDTJ7cHnFxlfcpVSr1WLTovNN2BLI1Cj5C7NS/G2Y3atwEzIULqOpj0Pu18SjeE43inTuhS01F7meLYcjLh+foUeWfoNNBvnVrtT5gBwxojPv3p2DXrmEYOrQZ6tUTgcdjQyLhQSzmgsdjIzjYC9OnhyEl5XVs3/6CU+90n5+vwtGjaajqj9DNjY/Nm4dg4sTDKCqqutl5fr4aMTG1v6VNnkQL2AlxABwOB8bLl4HKJrTweBC2aYOCnzc89rLi7FmIOnas8DSTRgN9Zib4AQFm18Nms/DMM4GPmkyXlGhRXKwBh8NG/fpi8HiVL5VwJjEx2RAKOZWuWwSAH354Brt2peDEiXR8/HHV19XpTDh1KgPduze0UKXkIRrxEeIg1HHXK/0619MDLC4XhoLH19wZCwrA9am4PRiLy4UmPqFWtbm7C9CkiTsCAmQuFXoAcOlSTpU7hUya1PbvhepnzL6uTmfEyZPptS2PlINGfIQ4CGNhoVWuy+h0MOTlWeXaruD+fXmlyxdatfLEkiV90Lv3VhgM1VtzmZVVcZ9UUnMUfIQ4CUNRMRiDAVzvx3s/cry9YcjPr/xkmkRRY1U9H+3RoyHq1RMjIWHCo9e4XDb69g3Am2+2h0SyssLtn2hyi3VQ8BHiIDhubjApFBUfoNdDk5AASa+ekP/xx6OXJb16Qn7kSMXn8XjgeNVsn0ICNGniBg6H9cQuFQ9FR99GaOgvj722YcNzuHWrCEuWxFS656EtG687Mwo+QhyEMDQU+qysSo8p+OVX+H+xFJrrN6CKjYXnqJHg1auHom3bKz6JMUEYEmLhait4K4aBXl+2bRGX65hTDBiGAaNTw6AogVFZjBDfYkhELJQqyg++khItSkoen8WpVOpRWKhBQkLFI3E+n43wcPMnHBHzUfAR4gBMOh2MMi8wLDZYTMXPieSHDiHXwwPeb72J+vXqQXvrFu5PeROGSgKTxWKDH9jEGmUDAJKSCvD993H466/7SEkpgl5vAsMwcHPjo127ehg2rAVeey0U3t72ueSBYUwwquQwKktgUBTDqCgGWABX4gGO1AN9BneGdkaKxd+Xz+egb1/nXftoS9SyjBA7xTAMSmMTkLEpGlnbD0DSojE8CxMBQ+2bRT/C48Fr3FjUnz3bctf8282bhZgw4RCuXcuDXm+scAKIWMyFycQgMjIEX33VHzJZ5QvprY0xGsoC7mHQqUrB5gvBlXqAI/EAV+oBFv/xraWGDNmNQ4fuWvRRaWCgG1JT36BG1VZAwUeIndFk5SJz6z5kREXDqFIjYFwE/McOA9/bA7deGQcm7RYs1cKRJRSi+YH94Pn7W+aCf/vmmyuYN+80tFojTCbzPmKEQg7c3ASIjo5Ajx51s3at7LalBgZlMYyKEhiUxTBp1eCIZY9GdFyJO1jcyrvUnD+fhYEDd9S6ifdDEgkPK1f2x+uvt7PI9cjjKPgIsQNGtQY5e48hM2oPii5eh1/E0wh4dTi8eoUBDIP0n3chZeEq+D7XB4IbJ2AqKan1e7JEInhPmYJ6b06p/TfwL/PmncLKlTXfyUEs5mL//hHo37+xResCym5bmtSKv29ZlgUdGAYcqfujoOOIZGBVY4uohyZOPIytW83r11kZZ9+6yR5Q8BFiIwzDoOjsFWRERSNnzxG4d26LgMgI+A0bCI647HlX4ZnLSJi+GByJCG1WLIB7xxAoL1xA+ptvVdqzsyosPh+CoCAEbt0CFtdyj/o3bIjHO+8cq/XIRyrlIS5uPJo186jVdRijAQZlCYyK4rJ/KkvA5gv/vmXpDo7UA2x+5dtAmUsu16F9+1+Rni6v9nq9f/PwECA2NtIpt26yFxR8hNQx1d10ZGzai8xN0WAL+AiIjID/mGEQ+td/dIw6PRvJc5ej8FwsWn/+ARq8MvixD+fSP44ga/bsGoUfSyAAv1lTNImKAkdquenyGRlyBAf/XGUXE3NwOCx07OiLmJhx1Rr1mHSav5/PFcOg+O9tS3dwJB5gV3HbsjaysxXo2XMLsrOVVbYw+6+HG9GePDkK7drVs1KFBKDgI6RO6EsVyNl9GBlR0VAk3UaDV4YgIDIC7mGhjwWaUa1B6lfrcXd1FAKnjkWzmZPAlYjLvab62jVkvDcdxuJiswOQJRTCPSIC9WfPAltk2VmUo0fvx65dNyucxOLnJ8HSpX0xeHBTyGR8pKaW4K23juLUqYxyj5dKefjll0F48cVW5X6dYZiy25bKspmWBkUxwJgeTUDhSNzBEbvV6LZlbZSUaPHWW0exd+9ts0e+EgkPHTr4YsuWIWjc2M3KFRIKPkKshDEakf/XeWRs3IMHh07Cu183BIyLgO/gcLD/s8EswzDI+e0PJM1eBvfOoWi9dBbEgVWv4TJpNCj8eQMKN24Eo9fDpNU+MeuTJRIBRiNEHdqj3nvvQdypk0W/TwAoLFTD3/+7Cp9vubuX3b47cyYTa9ZcRV6eGs2auSMrS4Hk5IpbsXXp4oeLF8cBKLttaVSW/hN0yhKweYKyCSh/Bx1bILabWZB//pmGTz45h8uXc8DlsqFQPD4SfrivYWCgOxYs6I5Ro4LtpnZnR8FHiIXJE28jI2oPMrf8DqFfPfhHDof/qCHg+5TfHaX0ejISZiyGvqAYISvmw6df92q/J2MwQHXxIlTX4qCOvQJjSSn02ekQdQqDrG8/iLv3AD/AsjM3/+2nn25g2rS/KrzNuXhxb4SHN0Lv3lurdV2BgI3EM0/BV6qBUaMERyT7e6Zl2a1LNte2Sx/Mce9eCU6fzsDZs1m4e7cYJhODhg2l6NXLHz17NkRoKN3WrGsUfIRYgK6gCFnbDiAjag802Q/gP+YFBIyLgKxNy0rPufnxSuTsOYJWH76DRpNeAduCE01yVnwMt4EvQNy2/B3YLWn8+IPYuDGxwq8nJEzA4cN34e8vRf/+jZGVpcD69Tewdu3VSq/rJuVgw9pueGFECDhiGVhs19r5gVgHdW4hpIZMOh0eHDqFjKg9KDh+Ab6D+yHo0/fg81RPsDgVf0CbDAbc/34bbi1eiwYvD0b4jYPge3lYvD6O1B0mRanFr1ueK1dyK/16s2bumDq1A1asuIKlS3ehQwdfrF49AAAqDT+l2oSkdDZGSD0sWS5xcRR8hFQDwzAouRKPzE17kbXjAKRBzeAfGYH2P38BnlvVMyTz/zqPhBmLIfD1Rvcjv0IWWv7EDUvgyNxglNdN8P33+dV/sdksXL6cg3nzTgMArl17gJYtPfD22x0qDT6jkXmizyUhtUXBR4gZNFm5yNzyOzKiomHSaOE/LgK9zuyAuJl5vRRVd9OROOsLlMYlIWTZHNQfNtDqExnYMneY5LVf6G4OHq/ymZPZ2UokJj6+QW5SUiGmTat6BqNAQLc3iWVR8BFSAaNKXdZNZVM0ii/dgF/E02i7diE8e4WZHVoGhRJ3lv2AtB+2oem019Ax6itwhAIrV16GI3OHNi+nTt4rKMgLt28XV/j1s2czERT0+OSeVq08kZZW+YhUKuU9cR4htUXBR8i/POqmsnEPcqKPwqNLW/hHDkfYzjWPuqmYe52srfuQPP8rePXujD6X90IU4GfFyp/ElrnBWEfP+Pr1a4SjR+9Bpyu/Y8mKFVdw7txozJvXDdu330THjr743/86Pbr1WRGGAcLC6ld6DCHVRbM6CQGgSk1HxqZoZGyKBkck/LubygsQNqz+h27JlXgkTP8MJq0OIV/PL+u3aQOaW0ko2rUBDeYus/p7JScXoFOnKKjVFS/YHjy4GZYs6Y2gIC/cv1+KNWuuYvXqymd1+vlJkJn5JvWsJBZFIz7isvQlcmTvPozMqGgobqai4StDELZ1Jdw6tanR8zdtbj5ufrgCDw6dRKuF09DotRfrvGvIv9Xl5JbgYG+Ehvrg0qWKb60ePJiKgwdTzb6mSMTF++93ptAjFkfBR1wKYzQi/89zyIiKLuum0r87mr43Ab6D+j7RTcVcJp0O99Zuwp1lP8A/cjjC4w+B5y6zcOXVx5bWXfABwJdfhmPQoN0W25pHJOLijTdoWx5ieRR8xCXIE24hY1N0WTeVBr4IiByONivmV9hNxVwPDp9E4szPIW7aCD1ObIE0qJmFKq49tlgCRqcBY9BXuZ+cJfTt2whjx7ZGVFRirbfmEYu52LRpMNzd62YiEHEtFHzEaenyC5G57QAyo/ZAk5OHgLHD0O3QBshCWtT62oqUu0ic+TlUt9PQ+su5qD+4X+0LtjAWmw22RAajohRcD+86ec+VKwfg6tUHiL+RD001dyd4SCzmYvr0MAwaZD9/iSDOhYKPOBWTTocHB08iY1M0Ck7ElHVT+WwGfAb0qLSbirn0pQrcXrwW6b/+huazJqPzrjU1vkVaFzgyd5jkpUAdBZ9IxMPx4yMR3nw5kgr5UBuq93xOJOJi9uyu+PDDHlaqkBAKPuIEHnZTyYiKRvaOA5C2boGAanRTMes9TCZkbNyDmx+tQL1n+qDvtf0Q+tl/c+GyCS51s4j9obwN27Ci0WVcnzcXs+edA8Og0tmeACCT8eDuLsCOHS+gR4+GdVQpcVUUfMRhaTJzkbllLzI27YVJo0VAZAR6nd1pdjcVcxWdv4qE6Z+BxeWi8+518OjiOBMu6nqCS+HZK7i99Dv0Or0dfZs1wpjItvj553isWhWLnBwlxGIeHq6gYhhAozGgQwdfzJrVBcOGtQCPR11aiPXROj7iUIwqNXKijyJj016UXL4Bv+HPICAyolrdVMylycpF8twvUXAyBkGL34f/6OdtujyhJgo2fw9e/YZwG/i81d9Lm5uPM91GIHTdp+U+8ywp0SIu7gEKCjTgcFgICJAhNNQHfD6FHalbNOIjdo8xmVD4r24qnt3ao9H4Eei8ey04IqHF38+o0eLuyl+QuuJnNJ40EuHxh8CVSiz+PnWBI3Ovk+4tJoMBsWOnI2D8iAon+ri7C9C3r2VH44TUBAUfsVvKO/eRuXlvWTcVsQgBkREIj9tfo24q5mAYBrm//4mkWUshC22FXmd3QtK8sVXeq66wZW7QZdyz+vvc/HAF2Hw+Wn30rtXfi5DaouAjdkVfIkf2rsPIiNoDZcpdNBw5BGHbVsGtY4hVdzOQJ95G4ozF0GTlInTtQtQb2Mtq71WXHs3qtKKc6KPI3nEQvWN2W2TmLCHWRsFHbI4xGpF37Cwyo6Lx4PAp+AzogWYzJsL3uZp3UzGXvqgEKZ+uRta2/WgxbyqavDkabJ71F3vXlbLJLdab1am8dQ83pn6ELnu/r3UzAELqCgUfsRl5fMo/3VT8/cq6qaz8EHxvT6u/N2M04v76HUj5dDX8hg1E3+sHIajnfB/c1hzxGZQqXHn5XbT6+H8ONdOVEAo+Uqe0eYXI2rYfGVHR0D3Ih//YYej2x6+QtW5eZzUUnL6ExPc+A9ddhq4HfoJ7h9Z19t51jSNzg1Fh+REfwzC48dZHcOsYgsaTR1n8+oRYEwUfsTqTTofcAyeQGbUHBacuwXdwPwQveR8+/bvX6TMhVVomkucuR3FMHIKXfoAGLw2y+i7otsaWymBSKcGYjGCxLfdnnfbdFsjjU9DrzHan/zMkzoeCj1gFwzAouXyjrJvKzoOQhrREQGQEOvy6HFyZZbqpmMuoUuPOl+txb+0mBL49Du3Xf16tTWUdGYvNAVssgUmpAEfmbpFrFl24hluL1qDnqW0u8+dInAsFH7EodUYOMrf8jsxN0TDp9AgYNwy9zu2EuGndr99iGAbZuw4hec5yeHRrjz6X9kDU2PXaYXGk7jDKSywSfNq8QsSOeQ/tvv8MkhZNLFAdIXWPgo/U2qNuKlHRKLkSD78Rz6Ltt4vg2bOTzW6DlVxLQuKMxTCUyNF+wxfw7tvVJnXYA7bMzSITXBijEVfHzYD/mBdQ//mnLFAZIbZBwUdqhDGZUHjmclk3lb3H4Nm9AxpNeAmdf1tnlW4q5tLlF+LmR98gZ+8xtProXTSe9IrLry3jyNwtsqTh5ierAABBC6fV+lqE2BIFH6kW5e20R91UuBIJ/F+NQPii6RA28LVpXSa9HmnfbcXtJevQcNRQ9Is/BJ6nZZ5pOTq2rPaNqnP3/YnMzXvR+wItUieOj4KPVElfIkf2zkNl3VRup5V1U9mxBm4dWtvFjL68Y2eR+P4SCBv4ovuxKMjatLR1SXaFI3OHqRZLGpS303B9ygJ0/u1bCHzrZl8/QqyJgo+Uy2QwIP/YWWRERSPv8Cn4PNUTzWdOQr3n+tpNZxPlnftImrUUpTduImT5XNR/4Sm7CGJ7w5G6Qf8gu0bnGlVqXHnlXbRc8A48u3ewbGGE2AgFH3lM6Y2byNwUjcyt+yAKaAD/yAiErvqoTrqpmMugUOL20u9xf/12NJs+ER03rwBHKLB1WXaLLXOD8U5ytc9jGAbx7yyELLQVmrw1xgqVEWIbFHykrJvK1n1l3VTyC+E/dhi6H/kV0uC666ZiDsZkQuaW33FzwdfwDu+Gvld+h9DfOjs1OBOOtGZty+7/uB0lsQnoeZYWqRPnQsHnooxaHR4c/KebSv0h/dF66Qfw7tfNLicvFF+6joTpi8EYDOi0dSU8e3S0dUkOo2xyS/We8RVfuo6UT1aix4kt4ErEVqqMENug4HMhDMOg5NINZETtQdbOg5CFtkJA5HCbdFMxlyYnDzcXfI28I6cR9Ol0BLw63OF2Qbe1sskt5o/4dPmFiB01DW3XfQppq6ZWrIwQ26DgcwHqjJxHSxAYgxEB44ah94XdEAcG2Lq0Cpl0OtxdvRF3lv+IRuNHIDz+MHhu9hnO9o4jdYNRUQqGYaq8ZckYjbj66gdo8PIg+EU8XUcVElK3KPiclEGpQk70UWRGRaPkaiIajHgW7b5fDM8eHe3+eU3uwRNImvk5JC0D0fPUNhp11BKLxwOLL4BJpQRHUvlfHlIWrYFJp0PQZzPqqDpC6h6LYRjG1kUQy2BMJhSevoSMjdHI+f0YPHt0REBkBOoPHWDTbirmUtxMReLMz6FKvY+Qr+bB97lwW5fk0NLSSrBrVwpOnEjH1VM3oedLwRfyERzsifDwRhg+vCXatPF5dHzuwROIf/tj9L6wG4L6PpVcmRDHRsHnBJS308o2dN28F1ypBAGvDkfD0c9D6FfP1qWZRV8ix63P1iIjag9azJ6CwLfHWX3ndWeWkJCPd9/9E+fPZ4FhAK3W+MQxPB4bXC4brVt74ZtvBiAsgMHZ3iMRtmM1vHqF2aBqQuoOBZ+D0heX/tNN5c59+I8aCv/I4XBrH2z3tzIfYkwmpP+yGykfr4TvoHAELZpOI41aMJkYLFlyAUuWxECjMcDc32yRiItnJOlYOrctgme8ZtUaCbEHFHwOxGQwIP/oWWRsikbeH6fh81RPBERGoN6zfeymm4q5Cs9eQeKMxWAL+Aj5ej48Ore1dUkOzWRiMG7cAezdexsqlaHa5ws4JoR1C8CxYy9DJHKsnyVCqouCzwGU3riJjKhoZG3dB1HjhgiIjECDVwaD7+Vh69KqTZ2Rg+S5y1F4+hKCl8xEw9HPO8wI1Z7NmHEc338fV6PQe0gk4qJfv0Y4cGAE/X9CnBoFn53SPij4p5tKYTH8xw5DwNgX7K6birmMGi1SV/yMu9/8gsaTR6HF7MngSiW2LsspnD2biaef3gm1uuah95BEwsO33w5EZGQbC1RGiH2i4LMjRq0ODw4cR0bUHhSevoz6Qwcg4NXhZd1UHHTRNsMwyN17DImzlsKtfWuEfDEb4mZ1vxu7s2IYBs2br8fdu+V3Zvn445745JOej72Wk6NEgwbfVnhNmYyH7Oy3IJHQBCPinGgdn40xDIPii9eREbUH2bsOwa1tEAIih6Pjxi/ttpuKueTxKUiYsRjaBwVo991n8BnQw9YlOZ2TJ9ORl6eq9Jjk5AL067f90X8bjZX/XZdhgG3bbuL11+m5K3FOFHw2ok7PRuaW35ERtQcwMfAfNwy9Y36DuIm/rUurNV1hMVIWrkb2zoNoOf9tNJ4yCmwu/ahZw7p116BU6is9xmBgkJtbeTj+m0Khx8qVVyj4iNOiT6M6ZFCqkLPnCDKiolF6LQkNXnwW7X/8HB7dOzjFZAKTwYD7P27HrUVr4DfiWYRfPwC+j5ety3JqZ89mVrlsoVkzd2Rmvgmt1oiYmGzMm3e6wlujDyUnF0KvN4LHs7+G5YTUFj3jszLGZELBqYvI3BiNnH1/wqtnJ/iPG4b6zz/lVHvIFZyMQcL0xeB5uqPN1/Ph1j7Y1iU5PZVKD3f31TAYTBUe89xzTSGT8ZGcXABfXzEWLOiB4GAvtGmzAYWFmgrPk8l4OHt2DNq2dYwmCIRUB434rER5697f3VR+B9dNioDI4Qha8r7DdFMxlyotE0mzv0DJ5Xi0/mIW/EY86xSjV0dQXKwFj8euNPgOH7772H9fuJCN1NQ3MH58G6xYcaXC89hsNoqKKg5GQhwZBZ8F6YtLkbXjIDKioqG+m46Go4ai8+51Tjn6MShVuLP8R6R9uwVN341Ehw3LHKIfqDPhcFio7g0bpVKPhIR8tGzpWcWRDDgcx5xJTEhVKPhq6VE3lag9yDtyBj4De6LFnCmo90xvh+umYg6GYZC94yCS5i6HZ4+O6HNpD0SNG9q6LJfk4yOCyVS94BMIOAgO9sLx4+mVHqfVGtGkiVttyiPEblHw1VDp9eSybirb9kPUxB8BkRFou3YheJ7uti7NakquJiJxxmIY5Ep03PglvHp3tnVJLo3DYaNlS08kJBRUeMzy5eHYt+8O7t+Xw9dXhA8/7AGJhIdff02o9No8Hgf+/o69nIaQilDwVYM2Nx+ZW/cjc9M/3VS6H9sIaVAzW5dmVdq8QqR89A1y9/2JVh//D40mvgQWh2b72YNhw1rg9u3icndgAICAABm2bh0KHx8R8vJUuHAhG927b8H9+xXvyM5iAQMGNKZntcRp2f2sTrlch99/v40zZzIRE5MNuVwHHo+NVq28EB4egEGDmiI42Ntq72/U6vBg/1/IiIpG4ZnLqP/8Uwh4NQLe4Y7bTcVcJr0eaes24/bS79Bw9PNo9eE7Tj2idUQZGXK0aLG+wuCrCamUh0OHXkTv3gEWuyYh9sRugy8vT4W5c09jy5YkcLksyOVPLtIVCDhgsVho29YHy5eHIzzcMq2wGIZBcUxcWTeV3Yfh1i4YAZHD4Tf8aZfpL5l39AwS318CYUADhHw5F7KQFrYuiVRg5Mh92Lv3tkXCj81moX37erhyJZJGfMRp2WXw7d6dgokTD0OjMUCnq3iq9r+JRFyMGdMaq1YNgFhcs0kl6vtZ/3RTYQD/yAgEjB3mUpM3lLfTkPjB51Ak3UHI8jnwHTqAPgDtXGGhGi1arEdRkbbW1xKJuLh27VW0akWNB4jzsrvgW778Ij755FyNtlcRCrlo3doLJ0+OgkxmXoNdg0KJnD1HkRG1B6VxyWjw0nMIiBwOj27tXeoD3yBX4Pbn3+H+zzvRbMbraDrtNXAE1KTYUZw4cR9DhvxWq22JxGIu1q4diNdeC7VgZYTYH7sKvl9/jcfUqcdq9csrEHAQFlYfp0+PBptdfnAxJhMKTsYgY2M0cvf/Ba9eYQgYNwy+Qwc4VTcVczAmEzI37UXyh1/DZ0BPBC+eAWHD+rYui9TAH3/cxYsv/g612lDtZQ4iERfffNMfkye3t1J1hNgPuwm++/dLERKyocqGu+aQSHhYtKgXpk9/fLq9IuUuMv/upsLzcIN/5HD4jx4KQX2fWr+nIyqKiUPijMVgTCa0WbEAnt072LokUku3bxdh5Mh9SEkpgkJR9e+SRMKDj48IO3c+jy5dGtRBhYTYnt0E33PP7cKff94vt/3SnDldMWJEKwQFeUKrNeLChWzMnXsaCQn5FV5PLOYiNfUNePENZd1UNu0t66Yy+nkEjItwym4q5tJkP8DN+V8j79gZBC2agYDICKefoepKTCYG0dG3sGzZJVy9mguhkAuNxgi93ggulw2RiAudrmyB+pw53TB6dDAEAlrZRFyHXQRfWloJgoN/hkZT/qy0w4dfxLZtN3HpUg5YLODTT3uhR4+GCAnZUGE/QQGfhQmtihCRfRj1nu4F/8jhZd1UXHh7HKNWh3urfsGdr35CowkvocXct8Bzo0XKziw/X4UrV3KRkFAApVL/qHNLWFh9+PvLbF0eITZhF8H38cdnsXTpReh05k3Hlkh4KCl5FxER0di/P7XC43xkbGSlve7ya88YhsGDA8eR+MFSSIOaIWT5HEhaBtq6LEIIsQm7GP4cPZpmdugBgEzGB4fDrnL6tlzHQpGeC9/aFujAFMl3kPj+EqjSMtHmmwXwfbavrUsihBCbsosHO5U9qyvPypUDcPVqLs6fz6r0OKGQg9jYB7UpzWHpi0uROPNznO8/Fj5P90Hfq/so9AghBHYy4jNn9tlDX33VD717+6N3761VTtk2GhkUFKhrW55DYYxGpG/YjZRPVsJ3SH/0jTsAga/1WroRQoijsYvgM3ed+Ndf98OoUcHo338H7t4tMeO6rArX8jmjwjOXkTB9MThiIbrs/R7uYbQQmRBC/ssugs/bW4QHD1SVHvPNN/0xcmQw+vffjps3C826LotV1p3e2anTs5E8dzkKz15B8OcfoOHIIS7VdYYQQqrDLp7xdepU+fSTNWuewoQJoRgzZj+KijSoX1+M+vXFkEgq78mpVhvQsaPzTm0xqjW4tXgtTneOgLh5Y4THH4L/qKEUeoQQUgm7GPE9/3xznD6dWWHXlrff7ggA+OuvkY+9/skn57Bw4bkKr9uihQekUufrN8kwDHJ++wNJs5fBPSwUvS/sgripZXamIIQQZ2cX6/hKS7Xw8/sWanXNe3T+l1TKw+rVTzldw93S68lIfH8JdHlFCFkxDz79e9i6JEIIcSh2cavTzU2ASZPaQiSy3ABUKORi5Mggi13P1nQFRYh/dyFinpsAv+HPovflPRR6hBBSA3YRfACwdGlfeHhYZmcEsZiLLVuGQCSq2b589sRkMODeus042XYwwGIh/MZBBE4d69Kt1wghpDbs5tNTLOZh794I9O+/o1Y7NIjFXEye3A5PPx1oueJsJP/4eSROXwJ+PU90++MXuLV1nhEsIYTYil084/u306czMHjwbqjVBhiN1StNLObitddCsWbNUw49s1F1Nx1Js5eh5GoCWn8xG37Dn3Ho74cQQuyJ3QUfAKSmFmPUqP1ITCwwa/QnFHLA53Owfv2zePllxx0VGZQq3Fn2A9K+24qm08aj2fSJ4IiEti6LEEKcil0GH1C2p9ju3Sn44ouLSEjIB5/PgUKhf9SmjC/gQcBngcdj4913O+KddzrCx0ds46prhmEYZG3bj+R5X8Krd2cEL5kJUSPaFJQQQqzBboPv3zIy5Lh0KQdxcQ9QUKCBUMjBfaUH/hfph25dfMHl2s0cnWoruRKPhBmLYVRp0GbFfHj17lz1SYQQQmrMIYKvPFF/GtEnlI3A+o757Ev7oAA3F3yNBwdPoNXC99DotRFgcTi2LosQQpyeww6VvN1YyCtxvMw26XRIXbEBJ9sNBtdNivD4Q2j8+ssUeoQQUkfsZjlDddVzB/JLbV1F9Tw4fBKJMz+HuIk/ehzfAlnr5rYuiRBCXI7DBp+PGws3M0y2LsMsylv3kDjzcyhS7iLky7nwHdyPlicQQoiNOOytTh93IL/qLflsSl+qQNKcZTjbZyS8+nRG32v7UX9Ifwo9QgixIYcNPqkQMJgAldb+nvMxJhPSf/0NJ0Ofgy6vCH2v7kPzmW+AI3C+nSIIIcTROOytThaLBR+3slFfYzvacq/owjUkTP8MLDYbnXetg0fXdrYuiRBCyL84bPABgI87C/mlDBr72v7WoSYrF8nzvkL+8fMI/ux9+I99ASy2ww6oCSHEaTn0J7OPm+1ndho1Wtxe9gNOdXoBwoa+6Bd/CAGRERR6hBBipxx7xOfGQmq2bWZ2MgyD3H1/IumDpZC1aYleZ3ZA0qKJTWohhBBiPocOvnruQJ4NRnzyxNtIfH8JNJk5CF39Meo906fuiyCEEFIjDh18bmJAqwc0OgZCvvWf8+mLSpDy6WpkbduPFnPeRJOpY8HmOf5mt4QQ4koc+kHUo5mdVh71MUYj0n7YhhOhg2DS6ND3+kE0nfYahR4hhDgghx7xAWXP+fJLGQT4WGfEV3D6EhKnLwZHKkbX/evh3jHEKu9DCCGkbjh+8Fmpg4v6fhaS5ixD0YVraL10Fhq8PIg6rhBCiBNw2G2J9HojDhxIxc7oNJw5nQGtUgWGAby9hejRoyEGDmyCiIgWEImqdzvSqFLjzlc/4d6aKAROHYvmH7wBjlhkpe+CEEJIXXO44NPrjVi+/BKWL78Eo5GBXK4r9ziZjAeGAd58sz0WLuwFsbjyAGQYBjm7DyNpznJ4dGmL4M8/gDgwwBrfAiGEEBtyqOBLTMzHiBF7kZ4uh0plMOsckYgLT08Bdu0ahh49GpZ7TGlcMhJmLIa+qARtVsyHd3g3S5ZNCCHEjjhM8F28mI2BA3dAodCjJhWLRFzs2vUCBg9u9ug1XX4hbn68Ejl7jqDVR++i0aRXwOY6/GNPQgghlXCI5QxpaSV4+umdkMtrFnoAoFYb8PLLvyM2NhcmvR5310ThZLshYHG5CI8/hCZvjqHQI4QQF2D3Iz6GYdCz5xZcupQDo7H2pTb2E2C9zx+QNfBGm6/nQxbaygJVEkIIcRR2P+LbseMmbtzIrzD0+vQJwN69EcjImAKGmYnx49tUer3cXBVOdhyNbn/8QqFHCCEuyO6Db8mSGCiV+gq/LpXyEB+fj2nTjkOlqvi4h7QMBz/+UQKTya4HuoQQQqzEroPv1q0i3LpVVOkxhw7dxfz5Z7B7d4rZYaZWG3DqVIYlSiSEEOJg7Dr4YmKyweFYvluKRmPA+fNZFr8uIYQQ+2fXwXfxYjYUiqpvX1aXXm/CmTOZFr8uIYQQ+2fXwZebq7TatfPz1Va7NiGEEPtl18HH5VqvPC6XGk4TQogrsuvgCwryslpAtWrlaZXrEkIIsW923aqkSxc/iMU8lJaW34gaACQSHlq08AAAsNksNG7shvbt66GwUIP0dHkF53DRqxc1oCaEEFdk151bSkq08PP7FhpNxQ2pw8Mb4cSJkU+8/ssv8Zgw4XC55wiFHMTHT0Dz5h6WKpUQQoiDsOvgA4Bx4w5g27Zki7Qre6hnz4Y4e3aMxa5HCCHEcdj1Mz4AmD+/O/h8jsWuJxJxsXhxb4tdjxBCiGOx++Br3dobs2d3hVhc+8eRQiEHI0cGoV+/xhaojBBCiCOy+1udQNmu6wMH7sTFi9nQaIw1ugafz0bz5h6IiRkHmYxv4QoJIYQ4Crsf8QEAj8fB4cMvokePhpBIeNU+XyzmolUrL5w5M5pCjxBCXJxDBB8AiEQ8HDv2Cj79tCfEYq5Zz/24XBZEIi6mTeuEK1ci4eUlqoNKCSGE2DOHuNX5X+nppVi1Khbff38dD8tXqw1gmLLneBwOG0ajCePGhWDGjM4ICvKyccWEEELshUMG30MGgwnJyQW4ciUX2dlKmEwMfH3F6NSpPkJDfSw6G5QQQohzcOjgI4QQQqrLYZ7xEUIIIZZAwUcIIcSlUPARQghxKRR8hBBCXAoFHyGEEJdCwUcIIcSlUPARQghxKRR8hBBCXAoFHyGEEJdCwUcIIcSlUPARQghxKRR8hBBCXAoFHyGEEJdCwUcIIcSlUPARQghxKRR8hBBCXAoFHyGEEJdCwUcIIcSlUPARQghxKf8HfoOye2th4WcAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "solution_slack = sol_no_slack.raw_results.as_name_dict()\n", + "G_sol_slack = nx.Graph()\n", + "G_sol_slack.add_nodes_from(range(n_companies))\n", + "for i in solution_slack:\n", + " nodes = i[2:].split(\"_\")\n", + " G_sol.add_edge(int(nodes[0]), int(nodes[1]))\n", + "nx.draw(G_sol, pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "88a06873", + "metadata": {}, + "outputs": [], + "source": [ + "index_1s = [k for k, v in sol_no_slack.variables_dict.items() if v == 1]\n", + "index_0s = [k for k, v in sol_no_slack.variables_dict.items() if v == 0]" + ] + }, + { + "cell_type": "markdown", + "id": "00b141ff", + "metadata": {}, + "source": [ + "### Useful functions" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "e311281b", + "metadata": {}, + "outputs": [], + "source": [ + "def Optimization_QAOA(qubo, reps=1, optimizer=COBYLA(maxiter=1000), backend=None,\n", + " shots=1024, alpha=1.0, provider=None, local=False, error_mitigation=False):\n", + " intermediate_info = {'nfev': [],\n", + " 'parameters': [],\n", + " 'stddev': [],\n", + " 'mean': []\n", + " }\n", + " \n", + " def callback(nfev, parameters, mean, stddev):\n", + "# display(f\"Evaluation: {nfev}, Energy: {mean}, Std: {stddev}\")\n", + " intermediate_info['nfev'].append(nfev)\n", + " intermediate_info['parameters'].append(parameters)\n", + " intermediate_info['mean'].append(mean)\n", + " intermediate_info['stddev'].append(stddev)\n", + " \n", + " if local:\n", + " qaoa_mes = QAOA(optimizer=optimizer, reps=reps, quantum_instance=AerSimulator(),\n", + " callback=callback)\n", + " else:\n", + " qaoa_mes = QAOAClient(provider=provider, backend=backend, reps=reps, alpha=alpha,\n", + " shots=shots, callback=callback, optimizer=optimizer,\n", + " optimization_level=3,measurement_error_mitigation=error_mitigation)\n", + " qaoa = MinimumEigenOptimizer(qaoa_mes)\n", + " result = qaoa.solve(qubo)\n", + " return result, intermediate_info" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "3148c273", + "metadata": {}, + "outputs": [], + "source": [ + "def Optimization_VQE(qubo, ansatz, optimizer=SPSA(maxiter=50), backend=None,\n", + " shots=1024, provider=None, local=False, error_mitigation=False):\n", + "\n", + " intermediate_info = {'nfev': [],\n", + " 'parameters': [],\n", + " 'stddev': [],\n", + " 'mean': []\n", + " }\n", + "\n", + " def callback(nfev, parameters, mean, stddev):\n", + "# display(f\"Evaluation: {nfev}, Energy: {mean}, Std: {stddev}\")\n", + " intermediate_info['nfev'].append(nfev)\n", + " intermediate_info['parameters'].append(parameters)\n", + " intermediate_info['mean'].append(mean)\n", + " intermediate_info['stddev'].append(stddev)\n", + " \n", + " if local:\n", + " vqe_mes = VQE(ansatz=ansatz, quantum_instance=AerSimulator(),\n", + " callback=callback, optimizer=optimizer)\n", + " else:\n", + " vqe_mes = VQEClient(ansatz=ansatz, provider=provider, backend=backend, shots=shots,\n", + " callback=callback, optimizer=optimizer,measurement_error_mitigation=error_mitigation)\n", + " vqe = MinimumEigenOptimizer(vqe_mes)\n", + " result = vqe.solve(qubo)\n", + " return result, intermediate_info" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "7ec392d6", + "metadata": {}, + "outputs": [], + "source": [ + "def graph(solution, solution_not_kept):\n", + " G = nx.Graph()\n", + " G.add_nodes_from(range(n_companies))\n", + " for k, v in solution.items():\n", + " if v == 1:\n", + " nodes = k[2:].split(\"_\")\n", + " G.add_edge(int(nodes[0]), int(nodes[1]))\n", + " for k, v in solution_not_kept.items():\n", + " if v == 1:\n", + " nodes = k[2:].split(\"_\")\n", + " G.add_edge(int(nodes[0]), int(nodes[1]))\n", + " return G" + ] + }, + { + "cell_type": "markdown", + "id": "6d45eb36", + "metadata": {}, + "source": [ + "## Solution of the 7 variables with qiskit runtime and local machine\n", + "\n", + "We tested different models to see the applicability of the current model with ideal solutions using two classical optimizer ([SPSA](https://en.wikipedia.org/wiki/Simultaneous_perturbation_stochastic_approximation) and [COBYLA](https://qiskit.org/documentation/stubs/qiskit.algorithms.optimizers.COBYLA.html#:~:text=COBYLA%20is%20a%20numerical%20optimization,scipy.optimize.minimize%20COBYLA.)) for two quantum algorithms ([QAOA](https://qiskit.org/textbook/ch-applications/qaoa.html) with 2 layer repetitions and [VQE](https://pennylane.ai/qml/demos/tutorial_vqe.html) with ansatz [TwoLocal](https://qiskit.org/documentation/stubs/qiskit.circuit.library.TwoLocal.html), number of shots=1024 for both cases). Additionally, we run our model in *ibm_lagos* using [qiskit runtime](https://quantum-computing.ibm.com/lab/docs/iql/runtime/) with a mitigated and unmitigated results with the same settings. The figure below shows the results for the different cases, we see that all the simulations reach the ideal solution shown in the graphs of the left, while the solution for the oslo and lagos simulations do not reach the optimal point." + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "id": "81cc5753", + "metadata": {}, + "outputs": [], + "source": [ + "num_1s = 3\n", + "num_0s = 4\n", + "random.seed(1)\n", + "keep_1s = random.sample(index_1s, num_1s)\n", + "keep_0s = random.sample(index_0s, num_0s)\n", + "sol_qubo = sol.variables_dict\n", + "solution_not_kept7 = {i:sol_qubo[i] for i in sol_qubo.keys() if i not in keep_1s + keep_0s} \n", + "\n", + "qubo_7vars = qubo_no_slack.substitute_variables(solution_not_kept7)" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "13cba50a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\ This file has been generated by DOcplex\n", + "\\ ENCODING=ISO-8859-1\n", + "\\Problem name: VRP\n", + "\n", + "Minimize\n", + " obj: - 58.832732659039 x_2_0 - 59.526572232279 x_0_5 - 29.773713802415 x_0_6\n", + " - 119.218955212750 x_3_6 - 629.665666916984 x_6_4 - 329.617335307817 x_9_4\n", + " - 119.201513758697 x_9_7 + [ 60 x_2_0^2 + 60 x_0_5^2 + 60 x_0_5*x_0_6\n", + " + 60 x_0_6^2 + 60 x_0_6*x_3_6 + 270 x_3_6^2 + 240 x_3_6*x_6_4\n", + " + 120 x_3_6*x_9_4 + 630 x_6_4^2 + 660 x_6_4*x_9_4 + 240 x_6_4*x_9_7\n", + " + 630 x_9_4^2 + 540 x_9_4*x_9_7 + 570 x_9_7^2 ]/2 + 380.233182814698\n", + "Subject To\n", + "\n", + "Bounds\n", + " 0 <= x_2_0 <= 1\n", + " 0 <= x_0_5 <= 1\n", + " 0 <= x_0_6 <= 1\n", + " 0 <= x_3_6 <= 1\n", + " 0 <= x_6_4 <= 1\n", + " 0 <= x_9_4 <= 1\n", + " 0 <= x_9_7 <= 1\n", + "\n", + "Binaries\n", + " x_2_0 x_0_5 x_0_6 x_3_6 x_6_4 x_9_4 x_9_7\n", + "End\n", + "\n" + ] + } + ], + "source": [ + "print(qubo_7vars.export_as_lp_string())" + ] + }, + { + "cell_type": "markdown", + "id": "4784f131", + "metadata": {}, + "source": [ + "### Solving using QAOA with COBYLA and SPSA" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "b1a9a9e0", + "metadata": {}, + "outputs": [], + "source": [ + "sol7_local_qaoa_cobyla = Optimization_QAOA(qubo_7vars, reps=2, optimizer=COBYLA(maxiter=100), local=True)\n", + "sol7_local_qaoa_spsa = Optimization_QAOA(qubo_7vars, reps=2, optimizer=SPSA(maxiter=100), local=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "id": "7688e583", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ibmqfactory.load_account:WARNING:2022-07-27 08:01:23,140: Credentials are already in use. The existing account in the session will be replaced.\n" + ] + } + ], + "source": [ + "IBMQ.load_account()\n", + "provider = IBMQ.get_provider(hub='ibm-q-community', group='cdl-hackathon', project='main')\n", + "provider2 = IBMQ.get_provider(hub='ibm-q-research', group='guanajuato-1', project='main')" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "132548e5", + "metadata": {}, + "outputs": [], + "source": [ + "sol7_oslo_qaoa_cobyla = Optimization_QAOA(qubo_7vars, reps=2, local=False, backend=provider2.backend.ibm_oslo,\n", + " provider=provider2, optimizer=COBYLA(maxiter=50))" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "01943cb3", + "metadata": {}, + "outputs": [], + "source": [ + "sol7_oslo_qaoa_spsa = Optimization_QAOA(qubo_7vars, reps=2, local=False, backend=provider2.backend.ibm_oslo,\n", + " provider=provider2, optimizer=SPSA(maxiter=50))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9a1086c", + "metadata": {}, + "outputs": [], + "source": [ + "sol7_oslo_qaoa_spsa_mitig = Optimization_QAOA(qubo_7vars, reps=2, local=False, backend=provider2.backend.ibm_oslo,\n", + " provider=provider2, optimizer=SPSA(maxiter=50), error_mitigation=True)" + ] + }, + { + "cell_type": "markdown", + "id": "a5f0b485", + "metadata": {}, + "source": [ + "### Solving using VQE and COBYLA- SPSA" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "id": "baedb5d6", + "metadata": {}, + "outputs": [], + "source": [ + "ansatz = TwoLocal(qubo_7vars.get_num_vars(), rotation_blocks='ry', entanglement_blocks='cz')" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "178e65a3", + "metadata": {}, + "outputs": [], + "source": [ + "sol7_local_vqe_spsa = Optimization_VQE(qubo_7vars, ansatz, local=True, optimizer=SPSA(maxiter=200))\n", + "sol7_local_vqe_cobyla = Optimization_VQE(qubo_7vars, ansatz, local=True, optimizer=COBYLA(maxiter=200))" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "5e20db6f", + "metadata": {}, + "outputs": [], + "source": [ + "sol7_lagos_vqe_cobyla = Optimization_VQE(qubo_7vars, ansatz, local=False, optimizer=COBYLA(maxiter=100),\n", + " backend=provider2.backend.ibm_lagos, provider=provider2)" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "eedc3b81", + "metadata": {}, + "outputs": [], + "source": [ + "sol7_lagos_vqe_spsa = Optimization_VQE(qubo_7vars, ansatz, local=False, optimizer=SPSA(maxiter=25),\n", + " backend=provider2.backend.ibm_lagos, provider=provider2)" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "14c496c7", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/Avocados/lib/python3.8/site-packages/qiskit_optimization/algorithms/optimization_algorithm.py:138: UserWarning: The sum of probability of samples is not close to 1: f{sum_prob}\n", + " warn(\"The sum of probability of samples is not close to 1: f{sum_prob}\")\n" + ] + } + ], + "source": [ + "sol7_lagos_vqe_spsa2 = Optimization_VQE(qubo_7vars, ansatz, local=False, optimizer=SPSA(maxiter=25),\n", + " backend=provider2.backend.ibm_lagos, provider=provider2, error_mitigation=True)" + ] + }, + { + "cell_type": "markdown", + "id": "783417a0", + "metadata": {}, + "source": [ + "## 7Qubits results of the simulations and Real Devices." + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "d0b4173f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(sol7_lagos_vqe_spsa[1][\"mean\"], linestyle=\":\", color=\"seagreen\", label=\"VQE-Lagos-SPSA\")\n", + "plt.plot(sol7_lagos_vqe_spsa2[1][\"mean\"], linestyle=\"-.\", color=\"indigo\", label=\"VQE-Lagos-SPSA-Mitig\")\n", + "plt.plot(sol7_lagos_vqe_cobyla[1][\"mean\"], color=\"olive\", label=\"VQE-Lagos-COBYLA-Mitig\")\n", + "plt.grid()\n", + "plt.savefig(\"./Images/inset.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "faaa7dee", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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tz2HIkxUwveMIi8QbLaFXSFuWTniPeu7/Tu0oq+cPrL2wGx9nD/Y//QvuDi5Vbq+L+VtW7ePj5MGrPScYHms0SuJzUnl/1y9svHyAlzd/gxZtrdyGWiklMTeNhJxU8uVFRGXEo1RX3Idh5cFi7YXdLD61udaPezHpJn9d2ldrx/N0dEOuUrLl6sFaO+Y/idXzB/Y+9TNarbbKKh8ArVZrEvOvapiLPuQDurBPE9+m7HjyB25mxLHr+nGc7MU4Xd1HYycb6tWzjhysDeYNegrQVf28veMnts/8jiA33/u8KiuW8Fz3CWQX174Y35R2Q1FrNESmxtRKV25sdjLv7VqISq22eBDUg4TV8y8hLieFFWe2V9kAolLJACxu8vo78giPLnnB8FijUWIrsSHA1ZvwkHZseOIrrubc4e+Dn/P7731Qq6vOOVixnLZBjfly+IsW3dFZeTBYdW4H7+78udaPW6iQ8cf5nURnJtbK8XZEHiM1P4stM76tleP90zz0nn+RQsYPR9YgEYn5/cx2OtZtXqmhKD/IBSof5hLk6kuv+i1RnV8P6Dz/IoWMbdcO0zaoMQ296jC94UAk2HHi6B7UagViceU5BytV8/6uXwj1rsvktoMt7ty28mDg5ehKn4Yda/245xIimdlpFEObdq+V441u2Zuu9Vv+a0O2D73nX6goZsuVg9Rx8+Xws4urnMhTfpAL6MI+FXn+LQNCeaJ9aQegRqOkWCnj472LeXP7D7y6ZT6OEjtEJXXo1RkHaaViUvOzyC0uoEBeRGRqDEUK2T05T25xATLlv/duTaPVsPb8bouq3P4pTsZeMShm1ibnEq8TUaLjVRv4OHmg1mj47cRGtFptrR33n+KhN/7eTu4cfX4p41oPwMXOEbFI95GsXTuaY8e+Mtm+up6/Vqs1XDBAZ9zd7F3Y+9TP9G/UmRxZPlH5SVxLvgFQae7AiuX8POZN5nQby8Wkm0xY8Sa3MuLuyXl6/jiT6WvevyfH/ieIzkzkk31L2Hr10P1eioF5g57isXsgmfC/vtNpHRhWa01ZkakxzD+4ih+OrEVVS41j/yT33PgLgnBHEITLgiBcEAThTMlzHoIg7BEE4VbJv+5VHedek5qfxZKTm0nISQMgIeE48fFHTbYr9fyNq30q8tg/2buEN7Z8bXis0SgRi0R4O7kzq8tofh33DldzYrmUeM3wupXao7FPMN+OeIVg94B7cvzZXR5lSodh9+TY/wR13HyZ1mE4zR4giYKtVw/x4qavq96wmmjRsuXqwVobuP7nxb1EZyVy5qWVFjeIPkj8U55/b61W21qr1bYvefwGsE+r1YYC+0oe3xfuZCXx8Z7FnI6/yneH/yA2OwnQJXaLijJMttd7/uXr/EGLxszVv1O95nSp18TwWH+RWHN+F+cSIgEYHNCeIWGdjF63UnPUGg2z//yYndeP4enoRp/QDrjaO92Tc83pNpbBjbvek2P/E6g0aia0GUiod937vRQDWq2W8a0H1Ppx15zfxawujzK53ZBaOd7sLo+yZPz7SMUSiyoFHzTuV9hnBLC85O/lwMj7tA7SC7LZc/MEdd38OPnC73QJbgmASiU3a/z1Am7lSz3BvNfer1En+jRoZXis3+a7Q3/wxJp5/HhkHTZiKWhVJa9bwz53i0qjolgpQ6lWUaSQcSnpFrnFBffkXMtObeVI9Pl7cux/goO3zzJo0bNcSnpwVGX33jpFVnHtKG+W5VzCdS4k3qi14/k6e6DRavj56J/kyQpr5Zif71/G0lNbauVYVSHc60SFIAgxQDagBX7RarWLBEHI0Wq1biWvC0C2/nGZ/WYBswB8fX3brVmzpsZrKCgowMmpep7fwYN9kUic6NbNuNkkM/MkV668QZs2P+Li0hSA+Pi1REcvpFu37Ugkxpl/jVZDWuoubtz4AoDGjd/E13cAhSoZf8Udwd3Gmab2gcTGfI648AodOizHweHB8cL01OQz/CepaH3xhel8FfkXM0MG0sK9dicuabVaXjz7CwDftX+qxmu8n2TIcvky8i9kagXz282msLDwvq8xTZZDmiyXpq51EAnG/undfoYb4o5S38mXNh53r/QalZ/E8fRIzmTd4u3mE/G2c73rNS6O2oWHrTOj6tTO3WTv3r3Plom4GPFPlHp212q1iYIg+AB7BEG4XvZFrVarFQTB5Aqk1WoXAYsA2rdvrw0PD6/xAiIiIqhq/zxZAX+c30WvkHY08gri4EENKlU+PXv2QFQmnhcZmcWVK9CxYzf8/HQe/YkTF4iOhm7dumBvb5y+eGzV2/gV3sC55HGjRg1p00a3lqEMAuDbDb+RLsvED2jfvi0+Ps1r/F7vFZZ8hveTitZXIC+ifpOGNPGtj6ejW62eU6vV8pa7Ckcbe8ItKB98UD/DBs3DiMqIo3uLHhw9fOQfW+P6i3vxcHClT2gHo+eXn97Krwd3cOz5pTja2Bu9dref4de/baKRT0PCu9f8GHrWb/icfImS86+sNrpI3c0a7Rt4oVAp6dGgzV2vryruufHXarWJJf+mCYKwEegIpAqC4K/VapMFQfAH0u71Oiri+J1L7L5xgsntBvPT0T/xcfKggZu3fvXIZNk4OJTO160o4Qvmwz4jmoeTG51NYknlmj6mv+lyBE62DvRr1JGW7g1wDwojNjbZGvOvBRJy0nhv58/M6TaOdnWa0P0e/ZAEQWBc6/735Nj/FJmFOXg7udE2qPE/fu7lZ7bR1LeBifFPzstkVufRVWpsVZdvD65iWsfhPNqydnS03un/JEq10uTuxBK+PPA7zfwaMKSJsdPw++ltZBfl/SPG/57G/AVBcBQEwVn/NzAAuAJsAaaWbDYVqH0hDwtJykvncPR5Aly8OfvyKka16G3o4gVM4v4VJ3zNJ2vHtupHI8/SShN9B+/S01t4Zcs37Ig8ilgQodHonrfG/O8etVaN/lZSoVJyLiGS9ILsWj+PTKngl+N/EXH7bK0f+5/i9zPbGb30VTIKc8gozPlHzz2iWS9c7UzDI5uvRFCklNV6Bc3FpJvczqi9ebu+zh4AfH/4DxJyUqu174nYy9xKN646kqsUJOdlMLxZz1pbY2Xc64SvL3BEEISLwClgu1ar3Ql8BvQXBOEW0K/k8X3h0ZZ92fv0zzjY2Bm+bGq13PB6YaGx/Kve87c04StTKoymfOm3+W3cO3Su1wIbiZQCZTFJOckVHsNK9ajn7s+SCe/Rrk4TsovzeWLNPA5Fn6v18+TLC/np6J+8sPHLWj/2P8XgJt34YNBTDP31eZb9w7No0wqyyTRzwdn4xFd0qNOUYqXcdKe7YNnEedhLbVl3YXetHC/i9lm2Xj3E8tPbSMozLQ6pjGkdhuPp6Gr0nFylwNHG/h+TIrmnYR+tVhsNtDLzfCbwQGkYK9Uqfjn+F13qtaSBU+nQj/Kev96QW+r59/xxBqOcMxEEEVqtxrCNt5M7v4x9C4D10VvIKsjEtYJjWKkeZUX63O2dWTT2Lep7Bppsp9FqWHjsL8a3HmDyQ7QEDwdX5o+cS4G84hGeDzqNfYJp7BOMWquhgUcgadfvTTNceeQqBS52jma93FNxV3ln58/3RIzvYtItGpj5LtSEn0vCxGdfXlXtfQ/dPkdiXjqPlSk7dbFz4oWeE/+xO7CHXttn/cW9RGUk8Er4Y/x2YhP2UjvqhYQZXq8o7CORlF4gKvL8tVotT3UZg3DnD1JtnJHLcw3b7Lp+nFxZAeNa98fTxplgN2+ys/OsYZ9a4KO9i8kuyuObES9jI5HSqQL99sjUGH45/hc5xfn8rwZD3sUiEb0bmi2k+NcQn5OCgMCwpjo12eoaf5VGzfqLe2npH0pTvwYW75crK2DxyU34u3gZzVjWaDVcSLrBiz0n4e1Uu72fb//9E4+26ltrfRkLRr9eo/2yi/KQiMXMDZ9i8trGywc4l3CdQf9A78hDL+8Qn5NKZFoMEpGYC3P/YEanEahUpbebpp5/MWKxLUKZJE9Fnr8gCEzvNAIPO3tsbZ2Ntvl031I+3ruYqIx4BEEwhJruddinUFHModvnaq3LsTaJuH2W93f9ctfHCXL1oZ67P6Br+DoRe9lsTLaZXwgX566pkeEH3Y/4xyPr2Hfr1L92RvCne5fy2rbvKVQUczHpZrXn2xbIi/h031ImrvxftfbzcfLg9T7TOB131eh5pVrFpssRaLSaWk/4XkuNJi0/s9aO5+3kjlQs4euIFVxJvm3xfoUlvSflZasvJd3iRlqsQY78XvPQG/+Xek1m+cR5Rh16VSV8y1b6QMWev1qjIV9ehEJRhFTqgCCIDdt8M+JlejZoi73UFoD8kqaWe+35R2XE89zGLxi7/LV7ep6asOv6MTZePnDXIllPdHyEF3pOBHSe5Ow/P2bH9WO1sUQjUvIzWXRiAy9v/uZfK+42q8toXug5kf23TvP46nfJUORXa39nW0ee7DyKz4c9X+1zF8iLyConoW4rsWHPUz9R3yOQPFntNuZteOIrFCXh3dpg27XDHLtzkT8v7uVOiTKAJQS5+fDuwFmcjL1ipAmk0qhxsrU3JJLvNQ+98S/Lj0fWcSDqjFHCt6jINOFbNt4POj1/MDXc8TkpdP9hOkk5SUgk9kbjHu3yrtBFdsggN6wsueAUK4r49uAqDtSi+mBZGngGMaHNQD4Z+tw9Of7d8E7/Jzny3JK7OkZyXobRxUMiErN0wnsMb2o6JOd62h1afTWBrw6sqNG5GnnXY8WkD/l06LP/2hnBrQPD6FS3OZ3qNef7Ua/iKq2ePLFYJOLZ7uOrHaa4mR5LvryIT4aazr+9lhrDS5u/5k4NlT2LFDIuJZvvWI7JSqw1Pf9vIlZyJj6SEy8sN4TNLCUmM5Gd149RpCgVfWwb1JgXe07iTPy1WllfVTz0xn/+odX8dmIjABuvHOBcQmSlYZ/yU7yg4rCPq50Tr4RPwV4sQiq1Nxr3ePLqZm7d2m4wVDYlNx5JuansuH6UyNSY2nuTZXC2deDNvk/cVdzzfOKNCn9cd0NkagwZBdk11klRqlVMWPEmn+1fZnhOEATaBjXBz8XLZHv9Dy+1hqEAsUhEy4BQhjTp/q81/pGpMSTlpuPj5EGvkHbYVXOWRGp+JstPb612CWVMZhKrzu0wkdoukBdxIOoMb/efSUPPyuXVK+K3kxuZsuodo8FMRQoZL23+msGNu9XoLsUcf079nBdL7jCrw/nEG5xNiOTPqZ/jUq7Ude/NU3x54PdaWV9VPPTGPzE3jZSSH//ep37mlfApBs/f3t6jgrBPec/ffNjH3cGFx9sPRSpoTDz/m6nRgK6sVKvVGPb9+cgaBoZ1YU63sbX8TnXE56RwJPo8kakxNdYj+Xz/MhYd21DLK4Ppa+cxcukrNdbh0Wq1vNxrssmF7didiyY11QBtg5pwce4avnzkxRqdLyEnlR8OryEi6kytlyX+Uzy38Qt+PbERlUbN+cQbZMmrF/a5lR7HNwdXMWb5q9Xab2DjLswb+BQf711sdKdWqChm+7XDSEUSHGzsKjlCxQxq3JV5A58yKplUqJXEZaeQL68dDR7QzfB1tHHgs33LqqXvlCsr4GZ6nEl4c835XZyKv8rfT/5Qa2usjIfe+H85/EXe7j/T6Dm95+/iEmS21NNSz1+mVJBdlIdSKTPx/DsEhRqOV/ai8VjbgYxq0QfgnhiUvyOP8syGz5mw4k1OlUu2WYJGq+G9AbN4o++0Wl/bk51HAZBWkFWj/W0kUkY0D6d1YJjR869t/b5WB3fric5M5LeTm3hh01fcybI85luWvTdPsvLs37W8Msv5eMgzTGgzEIVKybQ/3uN8VlS19u9UrwVv95/JR4Ofqfa5lWoVMqUcdZlkua+zJ7tn/4Sd1KbG34NG3vUY2SIcjVZDSkn9vZu9M39N+5Ls4nw+2Xt3oUU9q8/t5Grqbf6OPMKtahRQhIe048fRr7PoxEajwgsbsRRfJw88/qE6/4fe+Jdl8clNbLocYUj46oy/JTF/857/oehzhP80iyJ5HhKJHWKxjWEbQasuOV4RWm3pfg09A2ngGchfl/bRf+GcWr8AjGzem58efYPPhz1Pq4DQau+fnJfBhBVvcr4W1RH1zO7yKCdeWF7lNLWKSM7LMFvVs2jsW0w1o7kfcfssrb6awP/+XmD0vFyloNVXE/j9zPZKz9e9QWu2z/yOb0a8XONRkV9HrOCbiJU12rc26FS3OWE+9bCX2rJwzP+qLXgmFUsY26pftUcj7rx+jPicFJZP+sCkkzchN5XXt31f49Dn5eQoknLTeXfHQmas/QC1pvTikpafVe1uXHNotBo+37+MYzGXOPTsbzzR8ZFq7V+klBERdcao83x0yz7M7vIov5/ZbrTme8W/M1BZi7y8+Rt6hbRlRPNwDkSdob5HIPX8dBU4zs6BKBQFqFQyQ12/SlWMnZ1x/XFFnn+YTz1e7zONtMOnTMI++guMzvMvrRRJy9ddbOp7BDKieU+UaiX2UltupcdxOSWKIY27YyeteQmcr7PHXVUT2EvtGNS4K3HZKTU+hjlyiws4k3CNNoGNDRVQ1eXXExs4EHWWA3OMy0Urqj/XX1jzZcZNWiJBhL+zFzZVxPFFgoggN9+7akRaNO7t+1YppNKouZB4g3ru/ng7udMluCURd6rnbV9KvsXJ2CsMadKtWhfAy8lRHIm5wHM9Jhg9n5qfxV+X9vHZsOfpUKdZtdai56VNX9Otfismth1Iq8BGKNUqUvJz+HTfUmZ2GslLvSbX6LhlERA49MxvNcr1rL+4lzPx19g/x7Ss+WTcFb4//AfjWvVHLLq3s7wfKs9fo1Hz888tuHBhueG59IJsCkoSfysnf8SHg582hH2cnXWdgEVFpQlBlUpu1OAFFXv+9dz9mdR2EGqVDInEOOyjP0d5438kWqcT0zaoMa/2nmpICB2Nuci8XYtQa+9uXJxe0zwxN61GVQUeDi7UdfPj1xMba7W2/WZ6LC9v/oZXt87nVnrNukzHturPuwOeNHn++J1LZhPUgxt35eLcNfww2rjsVSqWsHP2Aia0GVjp+a6n3eGHw2s4En3epGTRUhykdmQU5qBU//PNffmyQmas/YA9N08COu2bxKLqJb+PRl9gwZG1jF1evYanV3s/ztzwKUxfM8/os8spzmf3jRM4Su1qHPP/YvjzTG43mGZ+IYxt1Q87qQ1KtYqMwhwUtfQ5C4KAq70TDjZ2fHtwFZuvRFi8b56s0KzW1Nt//8SdrCSOPLcEW4nOpnx7cJWhIKW2eaiMv0KRT1raFQ4efN9Qlrli8odMbms8L1Sf8HVxCQKMK37UajkSSalnGp2ZSHxueslrxsY/T1ZAWkGWIUms8/wVRucob/y71DX2dvRJoQltBuJu78wvx+6uRvnHI2v57vAfLD21hZc2f13tmvoihYyRLcLZNL10zF5ibtpdSxw08wvh60de4kz8Na6n3anRMZr41jfbcfvpvqWsPGN5XD2zMJe/I4+Y1Z0py7WUaH47uYlnNnzOybgr1V0uAB/uWcxT6z8hNb9m8e27wdHGnkXj3jZ8Zm///RN7U6o3mGZm51F8N+pVXu8zteqNzSCAkRMR5lOP3bN/Ik9eWOO7y7ZBTWjkXQ+FSklibhpylYJgjwDWTPmUpNx05m75tkbHLUuRQsayU1u5mR7Lqbir3KyGwzK90wh+G/8u7+1cyO4bJwzPezq64u/ihbOtg6HiLSkv/Z59Nx6qsI9Coasiycm5Q2TkRpo1M66oWXn2b9QaNSGqyoy/AnGZcriVZ//m8p3jNMfU8//9zHYWn9zEo8pig+dvGvYpNtrP1VaXT4jLTmHs8td4b+AshjTRhXqGN+tZ43i4nvcHzUapViOgk5uuLqvO7WDBkbWcevF3g5TtzLUf0C6oKR8NmVPjdTnY2NEntANnXlpZ47LJi0k3CXL1MdHtnz9yrtlQ0upzO/l8/zLaBzXhl3FvG2LPtzMTeHP7AsJ8gln3eMWag6Na9KZ/WGcuJt4gzCe4Rms+EHWaMO96eNXyrAFLsJFI6VS3dHbEp0Of49rF6g03l4olhIe0q/a5FxxZi7+LF4snvGfyWk5xPm/9/SPvD5xNXXe/ah03szCHm+lxtAwI5XJyFLP//JilE943SFYXKIpqReE1X17It4dW4WLnyB9TPqn2/oIgcCHppqETHXQNpzfSYll8cjMT2gzA0caeL4e/eNdrrYiH0vgDnDjxDb7B/fnf9gVM7zSCzvVacD7hOiqNmmAPvfHXh31Kk74qlRyxuNSQNPYJpjA/EZJNm7x6N2yPv4snVzauMXj+VYV9tCVhHXcHF8a3HmD4cuy7dYqW/qH0D+t8V59BHbfq/ZjK07FuMx5vP5TdN07QqV5zfJw8eLnXYzUSRivLpaRbZBbl1lgrR61R8/jqd3m66xie6jrG6LWKhLz0UgZadNLPEhud8W/pH0rPBm1p7l/5UHNBEHC2dbireQGbnvgae6ntXeVxakqerICrKdE082uAi50Tzf1DyLhRPdmP3TdOkFGYQ/f6rQlw9bZYhvlM/DVCvUwn1kVnJvL7mW389OgbJlVblnA24Tqvbp3P+qlfEOIZxLyBT1HX3Y/LyVEsOLKWN/pMMxJTqyk+Th4cf35ZjWSnP923FGdbBzZP/8bktaupt/n+8B8MadLNZJBNbfOQhX10xj+4fj8SEk4QH38MuUphyKx/PeJlvhv1KiqVDEEQ4+ioS+RV5vl3qNOUF3s9XvKaseffzC+ER5roas4r9vyNSz31rzvbOvBy+GM089MZoD/O7WLVuR2oNZq7qgTYEXmUqIx4VBo1h26fM1v/XhmtAhrRP6wzb+/4ieupdwC4kHSDBUfW1XhNAOsv7eOTvUtYeOyvms3EFQQWjvmf2U7Tk7GXzYZlprQfysW5a1gy4T2j+LKd1IYfRr/G7C6PVnrKM/HXWHBkLSdjL5OQU7N5REFuvtzOTKj1BLqerKI8rqbcRqEy1YyKTLvDU+s/4UZarO5xagy38qrX/br5SgSf71/G8MUvGjVVVcWyifMY1qwHU1a9Y1TumFmYw8Hb53C1c66R8etcrzlLJ7xHHTc/vJ3cGdkiHC9HN9QaNcVKGXcnHFKKIAg42NhhI5Gy6PgGlpy0fCSJTCk3SfJrtVoeWfwSxQoZJ1/4HT9nTwDe2fETq8/trKVVG/OfNv5FChnDf3uRI2m6eva8Ql3sLMm+Ofb2Hty4sIjlkz6gW31j1WldUtcWe3sPQDCJ+es9f41Ww6PLXmVdSQ15+bBPan4mSSUt6rpSz1LPv2zMv2ypZ9m7B61Wa0gELhj9OlM7DKfL91O5mFSzMkulWsUb239gb0mC7/mNX7L35okq9jImozCHYHd/ts6YT6d6zSlSyFBrtHcdjnq512R+Hfc2K89ur1H/gVgQ0SW4JcEeASavLTz+F78etzxpdis9ji1XDlaZhL2QeINfT2xk1p8fs+3a4WqvuUghY+PlA8z56zPD/5Pa5kj0eSatfIs0M6GOJj71WTrhPRr76mYbLzm1mT/jjlTr+N+Peo11j3/OR4PnVNtYS0RiHGzsECjt6O5Qtxm7Z//IzYxYw0WpOrjYOdE2qAl2UhtUGjV3spLILS6gdWAYv0/6kOjMBGb/+fFdV1ilF2Tz24mNxGWncDM9tlp1/vMGPcXc3lNYdHwDP5Y4TSqNmmZ+DfB19sROamOI+WcW5tbacPjy/KfDPvZSW5r7h+CmdARAWeL5dw7thuDtxsGD75OWdgUfn+bExOznRGoaKXI1YSUGXiQSm3T56i8MAFqtLk66+vRGGmDq+X+0ZzFZObE0AkOTl34YTEVhn7IXkBFLXqaFf0M+HvIMdlIbmvuFML71ANzta9YEIhaJ2DLjW5xs7JGIxKx+7GMCXL2r3rEMT679kAaegXw94mVAp73+x/md/DrunRqtSY+bvTNu9s4ceva3Go3Fy1YUcCb+Gi39Q7EpqZTQ89HgOYjNHPPLA79zMekmYkHE632mGUpCD0Wf5/vDf/DH+V2VxnNndh7FjE4jOR1/jaAa1Pmn5Gfy8d7FTGo7qEb5F0toExRGr5B2pBdmE+RmvEYXO0faBjUxPH6u+wSOSaongCcWiQjzqUeYTz2L9ylUFPPh7l8Z1bKPYaZFWdQaDfN2LeKFHhOrdVyA03FXkYgltAkMI6c4nxFLXuZ/faczvs0AQOcAFStld101l5yfwQ9H1tLYJ5ivHnmpRsdIzE1DUWIzpGIJnw59jjtZSSw89hdjWvXFy9GNn8a8eVfrrIz/tPEXBIFPhz5HRESE7rFWZ2RbBDXHMawPR45+wZcrJzGw03SO7n0JceAAbjt1IcSh1MDb23tQXKy7Y9BqtUZhH7FIxMDGXSiW53Mx+kvUagW7d79KdvZtxo/fwJT2Q8nKiuJk/E+GOv/SmL+s5N/icsa/1Nuc0GYgPiWa5otPbqJdUBNeMaMBbikiQWSUYKqO/rqeWV1G42LnxJYrBwly8yXEM5Avhr1A6F16/hsu7yfMu54hzFVdLmfH8P7alRyYswiPcsa/ovpziUiMvdQWAQFtmYDAxDYDKZAXIVdV7R0KgkDHujWrR6/j5svWGfNxd3DB2bZ6gmqW4ufsxcHbZ2nqW5825WLoCTmpxGQl0aluc2wkUuq6+xFtX70ekGWnthLg6k1Drzr4OXtaVJ5ZqCjmako04WbyO5eSbrH+0j5WTv6oRkNXFhxdh1Qk4bfx7+Bq58THQ56hhX9DDt4+y++nt/HF8BcZ3KRbtY9bnhZ+DTnz0spqOyparZZpa95ndIveZqWb72Ql8fOxP+nZoM09LwL4T4d9ylNUnAPA8rO7sbf3ILjJeBzzr3Bs31wAWngHsXTC+yXlnLovsURiZzDUOsOsNYR98uVF3EyPZUDj7obX4+OPkJamq5joWLcZbfx1Blbv+evvDioq9Sx79zCp7SD6NeqEXKXg+8NrOJsQiVarrXFNeUZhDpsu7WXVmtGkpl7mUtIt9tyoXthncJNudKvfiq8PrmRH5FE8Hd0oVBYzaulc8mtY7qnRavho92/sv3Wated3s+7Cnmofo7VHCL+MfQs3e9OZsKfjrrL/1mmT51/qNZlfx73DonFvG110HGzseKHnRF6ronxx/63TLDy2nnMJkTUKUUjFEuq6+xGVEc/xO5eqvb8lJOdl8PUjLzOj00iT1yJun+XZDZ8jK7kLvZOVxLmsqGqV/y4/s41FxzcwaukrXLZQ7M/HyYOtM+fT2CfYRGYkvTCbE7GXcLd3qVHM/7Ohz/F2/xmA7vMd1rQH9dz90aJL7ItFtWPyBEFAKpYgFolYfW4nX+xfXvVO6MI7dhIbk4vG5eQoBi96Fhc7J869vNrgmD3z12fV6iGoDv9pzx90Hbxp6WmEh4cTmRwJQK5S512P6P8x30euwcenGYWFaSiVutiaSiUzGHiJxNZg/PUGW+/5n0uI5PmNX7Jy0kcAZBRkkpMTaxj0EpOZSGFeaslxzHv+OuNfmsAtG/bRaDUUK+U42thz5qWVaLQaPt23lF03jhMxZ1G11S9vpsfy2c7vGVy8lZDgnuzIsePonYsWVxApVEpSCzLxdfJk3eOf42zrQGx2MgqVkn6NOlZrLWURENj79EJEgsDr275HKpIwrnX/ah3DRepA5womdq29sJvbmYn0Ce1g0bGOxlwgX15UpUzx2YRr7L5xkm3XDtPCvyGfVlMm+05WEucTb7D5SgQylYIuwS2rtb8l/HF+J1uvHjIrlT24cTdaBoTiaKO769h36xTLo/fyjPpxiwep7H96IZlFuZyJv0ZINe/+pGIJ3o7uRp3UfUM70je0I39d2kdGYVC1K378y6m3xmQmYi+1JTykHeEh7TgZe5lfjm/gkyHPmFV6tZSYzER2XD/GmFZ9Sc5LJzrLskS5VCwxhLp2RB7l78ijfD/qVRykdrQLaoqHg4vRBapAXlRrjWnl+c8b/1YBjbhdrCvHcpHqwgEv9X4CAGdnf+bMuYqTky9Ll/YgISuOd3cupGmZRi6JxM5g9PUNWhlFOuXDpr4N+Gr4iwR7BqBFzLbLewmWJxvkH55a/wkd3WyQQEmpp02Zap+ynr/uf7Zu2Evp/+jP9i1j943jRDzzq6H2vV+jTjT0qoNGq0VcTePfPqgpi8f+j/W/b0Uuz2dOt8eZ022cxfvfzkxgwoo3+WbEy/QN1Rn7X/du5GzCNXbMWlDF3hUjCIJBzMpcDNgSbuQl4JsaQ5OS5GVZ3uz7BCozFVIvbPyShl51OB57mTEt+zK6pU5Q78+L+zgQdZrP9y9n8/RvcLFzNHvOV3tP5dXeU4lMjcHJtvpe6rnE68zbtYjF49+tsTZQVYxvPQAbsZR1F3YzrvUAo9c8HV2NSnRHNg/HMUuDRFRqFtIKspi08i1eCZ9iVgZcEAS8HN2qped/LuE6f5zbydzeU0y6q/V8eeB3xrTsVy3jXyAvYs/Nk3Su18JwEXhizTz6NepYKt4o6NLL6rvsTo/JSuKX43/RN7RjjUOxhYpiMgtzUGnUhHgF8dGQOSTlpvPD4TWMaB5OXXc/lk/64K7WWRn/eeM/tcMwIgojAHCSiBGLbXF31BnnDZf3s/HSAZZMeA+p1BFZQTaRqdE0EpdW9IjFtmXi8zqDvfTM34zo/wHeTu4Gr1kikdLGy5PsRJApCtBqtbzdfyayjPMcu46RvINGozLU8+uqfXTnsrFxMvL8+4R2oJ67H7HZyfx97QijW/ahY91mNY4x20ikeDnoDJlCkV9tjR8/Z08+HPQ0zf1COBpzkfSCbKZ2GM7wZtUbZFGe2OxkjsRcYEjjbkYyvNXhr7gj3NSmGRLRZSnf9KXH1d4ZV3tnPOxdjJrAPh4yhyPRFyzu2jV3wbGEIY2707luC3ycPWpUL24JwR4B5MsL+eX4Yca1HkCerIDlp7fRq2E7xIKI7KI8Q5+Cp6MbfvYeRp6nRCShR/02htLDshTIi/j1xEb6hHbATmKLl6ObRf0eefJCbmWYShqD7q5r27UjrJ/6BR4O1esdic1O5v1dvzB/5FyD8Z83aDa+zp5suLSfTVcOsGziPDpNaF7FkaqmT2gHLrzyR7X3u5Uez3s7f+b1vtMY06ofY1r1M3o9vTCbpae20L5O02o3uFWXhyrmXyjLQS1Imf3nxwDYim1wtNVVvtjYOOJpZ8+fU78wknAwDvvoPP/Z3cYDui5cfaxXIrbBRpWjO5FGSVZhDj0atCHI2b3kOHaGmH/ZYTFlY/42No5Gnn/nei2Y3G4IMZmJLDz+FznFuotKZmFuldID5riUfIs913UliXJ5HmkFWay7sNti6Vx3Bxcead4LX2dPdkQeZeGx9YR618HBxp7uP8zgZGz1ukP1XE6O4ov9y8mVFbD7xgm+Pbiq2seY2XCQiUiYnvOJN9h69ZDJ8x8MeorH2w9lwaOvGyUBHW3sGdi4C+8OeLJCrx90w7aXnNzMpeRbNdJJspPaEODqTVJuOhsu778nAm9Xkm8ztEkPdpbcmUWmxvDbyU1cT41hzfndfLDnV8O2qflZnM68SU5xqaa/h4MLgiBwKemmybFzZQX8cX4nF5NuMe7319l147hFawoPacem6d9gJ7Xl0WWvsiPyqOG1jMIcLiXdxM3eudraPmE+wWyf+b2Rc9QrpB2NfYKRiiU42jjUqJKsIgRBQBAEtl49VC3JCHcHF5Ow2sqzf9Nv4dM09gnm3Cur6RLckgJ5EdPXzGPvzVO1tuay/Oc9/xVntvP9uT841qM7F+IuUqTW0Mhb11k4tGl3gxStVOqIUqnT51Cp5NjY6H70xmEf3b9B7roqhCWnNnMk5gJ7n/oZkUhKVlbpEGdHqYQrybfJL+ktKNvhW3ZMpK7ax8awhrIJX7VGQ56sgG71W3Pu5dUIAmi0WgYueobJbQdXW51w381T7Di1mW7oPP/kvAw+3rsEfxdvfJyqvgtIzc+iWCmjnrs/r/edhkQk5mTsZWwkNgxr2qNCD7sqhjTpRvf6rXGydWDTlQj23TpV7ffmY+dmtsYfdLHVXTeOM7xZT4uOtf7iXgJdfaqMwZ+Jv0ZcdgpnEyLJLspjdTXb/E/GXSE1LxMtWubtWkSHOk3vugO7PN8cXIkABhmFdRf2UMfNl3GtB9ArJIup8lKp66iMOFbG7Gdgdm/c7J0Nz2cV5eFe5rGeQFcfTr24AqVaRYCLN42rWZYpFUuo5+5vVOk0onk4I5qHs/HyAXycPEx6cMqy/doRNlzez+Lx7wK66q3y5ax3spJQadQMb9aT4c16Epkawyd7l/C/ftNrfMcGuqqkA1FnmNFpBHnyQhJz06veCQj1rsOPj74B6C7E8w+tZm7449R186NH/TbYiEsr1TRaTckFpsbLrJT/vPFv5FOPbt7NUGnU+Do4kSv3MRujs7FxJK8om5c2f02YsrikwUsf9tHH53V3AL+d2sonYaOY0m6oIQ4qFkspLi5VRMwpzGTyqreYHaL7MZd2+CqMBsTrPH9dPkCn91/q+R+OOc8LG79k9WMfl1ajCPDegFkWN1Udv3OJtRf28GbfaTzddSw9Pe3Z9tdu5PJ8mvjUZ89TP1l8e73y7HbWXdjDiReW42zrgEqjZvafnzC7y+i7Gu4iEkQGY/Niz0m82HNStfbPLsrjTOZNmhe2Nlse92z3cczuMtroOY1Ww5hlrzGp7SBOx1/D0cbeoAj687H1eDq68dq27/hy+IsVJpI/HqIbYBKbnVyjofPbrh7mZNxl/pr2FR3rNsfbyb3qnarJm32nk5SXxo9H1jG8WU9e6zON7GJdtVh5ee82gY15q/kEo9r6cwmRXEi8zhMdh1d4DqlYUq2E/6pzO4hMieGjIXP4xkyYDmDR8Q20DWpcqfG/nBzFleTS4TMXk25yKz3OKJTy8d7FKNQqlk+cB5RpLLtLi3ojPZbfz2xjSvuhTG472EQc0lKKFDKUaiU9Q9rSM6QtmYW5/H5mG4Mad6WJb33Dhe1e8J83/p3qNqe4Tgb2UlucpWKkLqXa698eXEVcTgrfjnhF53Uri4jLTiGkgrCPUq3793p6AlEZ8bQKaESIl078TS/rrOdc3CW+H/UqsoTdpEMZVU9zYR+XkrCQxCjm38irLq/1mcrVlNscjr7AU111cgOWerCgK0c9EHWa25nxbJ0xH2cb3ftSKPKxkUgt8vj1PNKsF60CGiEIAlEZ8ey9eZIfRr9G/Qo8bkv59uAqutVvXeNcxs2MOFbE7KdnZjezxr/8nFTQ3VXV9wjA1c6JABdvoxDD1hnzSc7LYO2F3Xg6GB+vsET+u2wZYtneierwv37TKVLIcLZ1uGd1/qHedVBr1byw8Sua+4fQK6QdF5NusvXqQboGt8JWYkP7Ok0BXYmrj52bUUjC3d6FAWFdzE6Xupkey+YrETzefjhZRbk42dpbdOdSIC8yXIDKs+P6MQ7cOs3axz8z8oLNMbXDMKMhMvtunmLthT1Gxv+57hPQomXhsfVcTLrFz2PerHFRQVnGturH2HLxekvYevUQK85sZ/GE92jiW58Vkz80er1QUcya87to7Fv/ru5MLOGhiPlrtVo0Wg2FxTlkymT0+/lp5CoF7vYuBuNnY+MEGgV/TfsSjVphSPiejL9OXkl/ACVe+dw+0wn1qsvZ+EiDJou43Bc1Ki2aXiHtcC6pMCqb8C0b9tHH/MViW6NhLwABrt5MbjuYmKwkNl7eb3i+QF7EpaRbFunpDwjrzCdDnmVI425sv3aEC/G6JKZcrvvxbb4SQcTtsxZ9jqHedenXqBMAtzMS+PnYevxdvPB19qTzd1P5tQa643myAjZfOciNEhnncwnXeW/nQvJkls/xbRMQxv+ajad5BQ1il5OjTPRRpGIJX494mf5hnXmh50TDCEnQGcEQryD+1286od6ld1jFSjldv3+Crt/rqsWWndrKqnM7uJ52h323qh+XtZfa4unoikypYP3FvTWWsq6MozEXkIjEnHl5JS39Q9l4+QAnYi+VdDGvYdmprYZtixQyTmRcJyaztGyxvmcgDb3q8LmZOvbE3HQ2XY6gSFHM0+s/YfnpbRataXaXRw2hj1FLXjGamJZVmEN0ZiIudo4GsbsFR9by2tbvTI6TU5xPRNQZg5z4093Gsm3mfKNtWgaE0iqgES52TvesaerQ7XM8vf5T0gqyiEyNQampuDTTydYBfxcv7MrF/F/a/DWz1n1EXXc/Tr74O4MbdyUhJ43HVr1d41xaVfznPf/raXd45dyvfFPXhai0KORiV3q0aYNao2FamVtZqdQRlaoYrVZjlPB1dXBHnqszsvqEb6hPfRxs7Hh5yzcMaNSZt/rPMHj++qawIWEdOJ94g0JZXsnx9TF/leFOQif3UIREojAkhMtr+2QV5fJ01zG81ru04WjH9WN8tOc3ds5aYFLXbA69dzRhxZsEKmJwAeQlg7qXn95GPQ9/i2R5r6VE4+Hggp+LF31CO7Bt5nxis5IJcPFmXKv+FRrfynCxc2Lf0wtRlbzvtIIsjsdeolAhM+uxm8NGIsXX3r3CBOHRmAv8fGw9E9oMqDLhV6yUs+LMdno0aGPieWm1WiQisUEV8kz8NeyltiTlprHpcgR9GnZg4+UDSMUSi+7ONl2OwN3BmY51m/Phnt94vscEGtdQGroiXt36HaNa9ObV3o9zLTWa93f9wtIJ7/HugFmk5mcahauKlTL+uBNBg/gG1C/TXavRalCqVWi1WqNwSe+G7Tn6/FIAPhv2PN6O1Q9bNfVrYOhiB5jcbgiT2w1hy5WD2EltGRDWGTuJDVq0RhclgE1XIlhzfhejWvTBydYBe6mtiXR3Qk4a6YXZTGo7CNBJKszdMp9nu4+jW/3W1V6vniPR5zkRe4VXwh9DoVaRJyvgYuJN5m6dTyfPMPpj/q6gd8P2BuVauUrBnL8+Y2TzcLrUa2m2o9zJ1qHGEudV8Z83/t6O7oT7tiTQxQcPWzu8/Zozc+Ask+30Cd7n1n9EHaUMsVhnSHJkxdiXhGJiMnSVPRuuHCRc4ssPo14zVIPoPX9PzzBSUy8SnRbNqwd/YG6IMyKRpOQ/3TZ6dVF7e3eUymJEIgUSia1J2EelUdPn56eY022skcJkt+BWfDfqVVyrMI5qjYYpq95mYttBDGnSnfkjXiH6+p/sSViLQqEz/ssmvm9o8qkMjVbDrD8/YlDjrrzdfyZSsYQz8ZG8v+sXdjz5Ay+HP1blMfQo1Sp+Of4Xo1v0IcDVG7FIZBhZN6hx12rVjIMuqXci4zodFZ3NXgAebz+MCW0GGgmIxeekMOevz3itpE5/782TrJv6OTnF+fx4dB1u9s7MWPsBMzqNMHTHOtjYcfbl0kqkBY/qplelFWQxtlV/ChTFzNu9CLAsNLfk1GYa+wTTK6Qdu2f/WO3SRktYPP5dXO2cWHFmO/ZSW7bNnI+3o+5u17dc+aabvQvvtpjEkGa9DM9tuLyf7w+vYfP0byqNk1eUFzHH+7t+wc/Zk6e6jjHkTcqz5sJu3OycGBDWmZmdRzFl1Tu8u3MhMwL7GrbJKsqlrrufIcm779YpFGqVUT/C6nM72HQlgmMlFympWIKno2ulIaUihYwrKbcJ8QyssIjhWmoMm65EMLf3FPo16ki/Rh3JLsqjpX8oJ5NvkF6QXWUORyqWGC6++qbGIoWMH46soU/DDnSo24yFY/5X6THuhv+88fd0dOWRoM6EetdBolXi51bq0Tz71+fU8/Dj1d5TkUp1Rjy7IJ0AtQyJxBatVkuBUomdRoFWq0Va8t3fcu0YsUoHvhv1quFYopLGGC+vxqSmXmTv9SP8POZNMq78apCK0F8gSo2/B0VFmUilSoPqp/7uAnRfjrf7z+Rw9Hm2Xj1kMCgBrt4VCrIp1SqUahX2UlsKFcV4OrphJ7Fh+tp52ElsmBms+0LqPX9LvWsQWDD6dUOsu0gh42Z6LHPDpxi+5GqNxqL2+fSCbFaf24mAwNE7F3mp5yQ61DDeDyXicncimKEYb9b4O9jY4YDx8xKRhGa+DXQxf1dvg3a/v4sXZ17SDVSPz0mhqa+x/lG+vAilWmUUA9eHDgvkRczu8ig9LNT3Xz/1C1QlMwXKG+LaQn/3svfWKXwc3RnTqh8F8iLe+vtXZEo50zuNMBQTiEUiPG2Nex7qewTqmr/MSC3svXmK0/FXeaPPNG5lxKHWaCyKUyvUygoVU9ee382VlCiWjH/P6Lv0bPdx2Eltyb6ZZHjupZ6TKVKWFk+su7CHIoXMyPiPa92fPqEd+GD3rxQqivl82PMsGF35yMkd14/ywe5fGdE8nA/M6O+ATuNqVrkiAncHF74d+Qp7D+2vsN/h8/3LiMtO4cdH30AkiFgw+nWWntpCsVKOvdQWtVbD1quHqO8RcFe/CUt4aGL+hYpi5Ip8MmTFhP/4JJeSblHPwx9/F50R1Xv+P4x40RDzFwSB+t66ygeNRomHvW6bb0e9zku9JnPw9lmDzo7eq/fy0qkkJmQn0C6oCSJUSCT2Rtvojb+dnbtRzF8kkpgog45t1Y+U/EwuJRnrplxPu0NkaozJez0Ze5ku309jxdm/cbFz5IfRr9E/rDMTWg8gqyiXuEyd9KxSWYimZID3giNr0Wq1FClkFcrHigSB1oFhhHqXDuDQx9GlYgmTV77FS5u/NrtvWa6m3OZ84g3WPf45Axt3QSyIjAxLQk4ab/39o9n3VhHDmvbg3RaTKvScr6fdYfnprYaB7aAz8p8Ne56WAaG6/QeU3g1KxRKkYgmvhE8xKve8nBxF9x+m0/sn3bbfHlzFhkv7uZOVxJYrB7ERS5nTbSwt/BtatG4bidRwsdp361SNZKEro1gpZ8+NEyTnZbBswvt0rd+KozEXsJPacj7xBntvnTLJVZzIuM7pMlo7bQLDGNq0O7P//NgkJxGVEc/BqLMIgsDn+5bx1YHfLVrXJ0OeNfRkTF39Ll8dWGF4LVdWQFpBNnZSG0O4441t3xNx+yytAhoZHUdUUmMfXRIO+m7kqyYqmMEeAbSv0xR/Fy8CLVSwbRfUhHZBTRjTqm/VG6Prn5m59kM2Xj5AkUKGn71HheHFIFcfI8G6Y3cusvjkJsNn62zrwJHnljCu9QAuJ0cxYcWb1fotVIf/vOcP8O6lFQQn7qWhSkaOXEH/Rj1wsXPk1d6PG7bRe/4KRQFqtcIQ8/dw9CQfXZmnvkqnrkcdYovyeH7jl/w85k26BrcyePVeXrpxcXM6j+BS0i0UikKkUl1YRb+N3uu2s3MzGH+JxMFowLuezMIcvh3xskn7/zs7fsLX2dPEi6lbUnnydcQKxrbqZ/DiutVvzRvbfyDRttSrUygKuJpymyUnN5NdnM/6i3sr9HZOZ94kML2BwfjbS235ecybhtvnEc3DLWrK2X7tiC7JXCJZUb7aQaFWci7hulEVR1U42NjhaetS4V3HpaSbfHNwFUOb9jA7zrEsMZmJ7Lx+jDGt+uHt5I5GqzH8kPWVQfoqjwuJN1CqVag0Kj7eu4Q2QWHczkjgWmoMc7qNrew0KNUqFp/cRNf6rQyJ2PSCbIY1vbtu6bKkF2Qzd+t8Pho8h+HNerLo+F+0C2pKt/qt2T7zO9IKsrCTGH8e2xNPobguMvI6bcQ2ONjYmZSzPtX1UUMF2ivhUxDVQDStZUAo9T1KjaHem94ReZRipZzRLfvg6eiGq50Td7KSOJ4eSTjhAOy5eZJlp7fSNqgxDTwDsZPaYIdxIjWtIIuojHimth+GjURKkULGlNXv8Hj7oRXKaAd7BLDEzHjJsmy7dpiYzETDRUylUfH+rl8YGNaFpoIfv5/ZzuPth5rsN7ncFLF+jTqxZca3BLn5mmxbqn1UedVTTXkojH8f31a0Dgvl0m1oGtCYAb1nmGyj9/w/3vkDXujq+1Pzs7iYEoMbugavE3d0E6ZuZyUTmZPL4vHvGma3lnr+OuN/OekaCw/t59WAImxtdTXsekG4smEf0KJWFyGRuBsSwmV5c/sCZCo5v08yNpLvDHgSF1vT7tO67n5seuJr0gtz+PbgKpJy01nw6Ou42Dly5qWVHIx4n6Mls2AUinzGtR7AhDaDeHvHj0hEYrP6LXKVgjV3DiLxcjQ0XwmCwK8nNiISRCwe/67FQmxze09hYtuBFSaxGngGsmPWDxYdS09kagxH06/RQ9PT7AVgZPPeDGva08jwH7tzkQ93/8r3o14nMTeVD/f8xrKJ73O7pJu6X6POvLDxS3ycPZg/Uqf6Wtfdz2htet2VPFkhXYNbsT3yCD8d/RPQVbRUFgIrkBfx87H1uNg50dI/lM+GPmexmJql+Dl7sn7ql/g4uXM2PpLWgY0NxkoQBLOhplebjqFfrz6Gx98eXMXGywc49OxvlZ6rOvLgT6//lO4NWjO57eAKdXG2XztCZlEuo1v2MThpH+35jb8TT/ImTwOwP+o07es0pVdJscLqczup5+5nlMg9EnOBebsWGYojJCIx9dz9Kw13FsiLdPOg3XwrLOO9mnKbM/HXeK7HBFr6h7Js4jwiU2OQiMQs2fMne29dYEzLvhY5ROUN/8d7FtO1fit6N2xfofZRbfBQGP/efq1o17ARlwAPZ90HrdFqGLLoeR7vMIxJbQcZPH+VIhfQ1fcr1UoUGp23o1bLcbdzIBlIyMvkm4Nr+Wval4b6bLFYio2NE87Oupr3GylRPNZuLJr4FdjY6Ix/adhH7/nrYuVKZb6hzr982GdUi958fXAll5Jv0dI/1PB82b/Loo/zB3sEcDM91qikTCqWoC1zZyGX5xuG1H869Dk+GfKs2aSercSGeS0fo1M7Y/XPz4Y+j6IkR6HVapGrlFXOohUJolrvYj0cfZ51sYd4ndlmX7eRSLHB2HtytXOiXVBTnG3t8XZyp1dIW2zEUvo16sj5V1YDursZp3L193myQvLlhUZ3Yi52jrjYOerq5sU2TO0wrMomIncHF86+vMrgTZc/T21gI5EaSlVT8jM5E38NbUl5sH54/ZYZ3xoZOBepg5HBahfUpMKL0uKS0YUzOo0gJjOR9MIci3o1JCIxEsG8ltHCY3+RXpjN/FFzTQbwPN11LE01pYby48HPoClzN7Lo+Ab6NepoZPx7NmjL8onzeHfnzwS7B/BW/xkVNpbp2XL1EJ/vX0aPBm0qzA+83meayXP6fEcPn+a8O/ZZs3eZU1a9Q+vARpWKwUXcPoufi1eN51lbykMR89doNcSkRwOgQkz3H6az6uwOOtRtRkBJqaSNjc4TeLL9QEBXshnk5kufRl0AnTGv46LzlHo27MiPo1836uyUSh1wcws2hHgKinMI9ghEoSgo4/mbJnwBVKr8kpi/qeffxLc+IkEgqzDX6Pmc4nz23DhhMjf199Pb6LFgBvE5qQiCYCKTULa7WKHIp0BexOf7l3E+8QbFSjkpeRmYw0lqb1K94OvsYTDkH+9dzJBfK5c0XnZqa5W9AGqNhte2fsfuMnMGlGoVyRWsC+CxdkP4oOUUs9O6QBfK+e3ERqIy4nlp89ccv3OJZn4hfDRkDn4uXjTzC+HdAbMMnrBIECESRIxvM8Ao/LT+4l56LJjBkF+fB+CdHT+z4/oxUvOz2HBpPwEuXkzrONzi7lGJSGy4A9JoNfx09E92XK/eJK3KSMnL4O/II+TJChjatDt7nvrJIGOcmKuTGi+fS7qYHc3fkaWjHHuGtGVOt7FM/eM9lp/earTt9bQYrpfEo1ed22G2Ft8cP4x+zTBZ69kNn/PqlvmG12QqOUUKGRKR2PA5Tlr5FotPbsbT0RUP21KZCW8nd1af28HRmIsA7HnqJ6NQLoCXoxutA8No7teQeh6WNeN1rNuMAWGdebrrGIu2T8hJJfzHWXx1YAUKlRIHiWnJqZ52dZoYQrMVseepn5jRaQQHb5/l0WWvkphbs/nQVfGf9vwLClJYtqwXN2nKxVOF9AHs7VwY3qwnjX2CmVImJqcP++indumbvNwddQbBViyQX+Lluti7cSruAGsv7Obki7okV+/eH6FSFSOV6pKXgxu1p667P6cVpd613vPXx/zt7XXGVKUqMNvhCzphre9GvmpS/x2XncLcrfOZP3KukYfQrX5rXO2dOZNwjS/2L6dbcCsjzZuyDWZyeR5ikZjV53biILVj5/VjbL922ET7/fvDf2Cbpy6JtJqnd8MOFWrrgO7O4HLyrSpvg0WCwK30OKOpU7+e2Mgvx//i+PPLKqzmcbVxrNDo3s5M5Icja2kV0Ig7WcmVDp05En2e84k3eLa7TrxPoVYaPN8Qrzq0DmhkiBVfSblNA89A7tgnMm/3Ij4Z8iz1PQLYef0Yk9oOqlQv/k5WEtuuHWZMy774uXghEkTsv3Wa9rJCs6G3mnApOYo3ty9g/dQvTcIcL/eawvSOI00+z+PpkZwsvM2QJrqLnlqjQSQI+Dl74lxO5O7L4S8a/n68/TBGNu9d7TW2C2pipOevl/bYe/MkiblpTO0wnAYegXg7unEjLZZj6dfoqe2JSBBx8PY5Vp3bga+zTgPIXCgxT1bA+cQbPNZuiKECZ9zy1xnYuCszOo0wu6aGXnWM3ps5Vp79G5lSzszOoxCLxGQX57Hi7HZDrmfZqa34OLsbPsfy788SHG3sqefuX+vhQD3/aeNvZ+dOZuZN6vg1I6BRe+SX9uDs4MnrfUw17PVhn7/ObcEVXdjnbHwkG64cxBvwdnBmfeQhxCWvudo7GyX1fH1L65wlEjsuJ15jYfyPDJHnm/H8SxO+OrQlCWaRwfPXajUUF2ex6dpJvo5YwZHnlhhJAIT51GPNlE8J8Qwyeh8tA0JpGRBKgbyIbsGtTOK6ZT1/uTwfe6ktW2fMx9/Fi2up0TT1rW/UzKPWaPjr0n46upkPM+npVr+VkQ5LbHayboKSVsvO68foH9aZrx55qcqh6IIgsHG6cdVQM78G9A3tWGFH85n4axxJu2pIBJYnvGE7ds1awPgVb/LugCfpG9qRNed38dvJTWyZ/i15sgImrHiTub0f505WEmvO7+K5HhOYt2sRR2IusOepnwBd5UtZffWNT3yl+xxVCnbP/pHxv7+BncSW7OI8+jbqWKnxj8tOYfHJTfQNLd3ujymf1GpDT/f6rdk8/RsCXEyrXMQikdlyxGkh/endK9zw+OXNX5OSn8naxz+r9FyWyg/LlAqeWPM+j7UbwtCm3Xmi4yNmtzsUfZ5zCZFM7TCcj4bMAXRhprWxh3hZNRM7qQ3fHVrNkCbdmNphODKlgsUnN9ErpJ2hbBcgLjuV5zd+yQ+jXqNnSFsAGvvWr1TOPLMwlxvpd3C2daSFf0NupMUyb9cvvNlvuqGS62pKNPlyXWWcv4sXR55bQlx2suFiuu3aYZr4BhsZf5lSga1EWuWd4ZcHlhPmHcwjzXsZpDfuBffN+AuCMAj4DhADv2m12sq/XTVAIrHF0dEXZxT0ad6d1ZdKwztRGfHM/vNj5g2cTfcGbQyev0it024Ri21RaDVoBN1HpFLJCXT2IAUBQRCz/uLeCgdNSCT2NPKpw7jOc9m6/A8zMX/jsI/ufHYl3cU6z//atfVs3vwEY6ef49sRrxh5R6CLw5urqc4szEEsEuNm72w2jqxSyUruMFSGi5D+h9sqoJFJOZ1YJCJiziL2H9hvcqyyqDUaChXFONrYcyPtDlNWv8Nb/WdQz82fD3b/Sj13f5r6NTAZrm4JvULaGZJ65th36xTbEk/yNuYbhiQiMWqthh712xDsrrs7qaNXUZRI8XBwpWdIO+q6+TGsaQ+eKRlw0ye0g0G7CUpLhtMKsqnr7mfQ4LeV2ODr7Mnrfabh6+xhNBS9InqGtOXcy6uNZgfXhuHPKc5n5/VjjG89AAcbu0rvxsxhJ7Yx8jQHNe5KQYmeUXne2fETneu1ZGjT7iTkpHErI47u9VtX+j40Wg2eDq4VerOf7VuGRCQ2W3E2rnV/PHPF2Eh0x1807m3DuQoUutkC3k7uRsa/gWcgqyZ/zNwt33I5OYpnuo+rsHZfz28nN7L63E7quvuxdcZ8AHJkBVxJjjIY/0+HPmu0j7Otg9Eo0D+nfm5i5D/fv4xzidfZPP2bSs9/LuEGNuJ74+2X5b7E/AVBEAM/AoOBpsBEQRDuySXO1bUOMnkakUm6EY62ts6MXPIyn+1bRq+QdniXNOjoPf+OAcGA7sLRoW4znu+pS8xsv3qABh5+SCS6+v/Vj33MR4PnmD2nVOqAjaCL18vl+QbjX97zt7Ut9bwkElujMY95eQkolUW4S3RGyNyPJTI1hlXndhg99/aOn5nzV8XXUbVajoODztPUh5/0KFRKYrOTKVLIjJ4XBAFxFcNGtlw9SI8FM0jNzyTMJ5inuo6hX2gn2tVpwoeD55CSn1np/mX5Yv9yo9zAyrN/VxpPfqHHJN5pUfHtdFJuOpuvHOSpro+y9dohXTisfiveGzhLN8tBIuWDQU/RMiDU8H4BejRoY5ByAPhk7xK6/TCdUUtfITkvnVc2f8Oh2+cokBex9vxuwnyCLTL8egRBMKoHV2s0vL7te9ae323xMcqz+UoEn+5byu3MBK6lRLPlysFqKY7eyktk6akthseDm3RjbKt+fBOx0jAHQ8/1tDuGWRCHos/x4qavDDo7FeFgY8eCR183qIC+s+Mnpqx6x/C6RqsxusPLkxUyeNFzbL16CGdbB9xsnAyfmb+LF39e2MO6C3vwcnTj/CurebRlX5PzNfcPoVfDdtT3tOxCOKxpD2Z2Gmn4fYf51KOJT7CJPpSeIoWMVl9N4PvDpcNdzHn3XYNbMrpFH5Pny/PHlE94oedENlzez/DFL5r8HmuL++X5dwSitFptNIAgCGuAEUD1J2JUgYtLHVIyT/DbsbW0Q+f5j2rRGz9nLwY27mLYTiyWIhJJKSrSGSl9V66jnc5wBzm7o85PNZRrVjZxSip1QKUqQqWSodWqDWGfsp6/WGxruNvQn0+lkhvCPvrwjD4HYY5jdy6x6OBSNNe+Z9TIZTg5+TK57aBKZ36qVDIcHLwpKEgxiLvpuZB0kyfXfciv494xVG3svnGCC4k3aC9ULiHd0j+UueFTcLK1RywSGQmlVXe+b0ZhjpGG+YnYyxyOPs/0TiPMat/YSW1wlFScS0jJz2DN+V10qNMUuUqBXKU0u11ucQHbrh0CQWBy28GoNRqKlDIcbewQCSK61m+FUqOiU70W2ElsiclKIldWQIG8iE/2LWFah+HM6DSShcfW06thOzrVrXhi1JHo85yOv8YLPScajJlYJCJPVmjUtVpdHmmmCxXUcfPll+N/sfz0Nh5p3qvqHUu4kZfA/lsXmdZBl7iWKRVIxRL8XbwM3ch6/pz6heHvgWGdaRMYVu2qpbZBTYyqjf7XbzoAB2+f5VLSLaZ1fIR2QU3wdnLnTlYSh9Ku0E7eEWdbB7ZcOciy09sYUjKIRxAEk9GmSrWKQ9HnmNB6gEGvaMaaeTT0rsubfZ8wu6ZmfiFGXjzoROPKXqi/P/wHno5uTG472HAX3tS3dJ/9t05zLuE6c3uXVvVYOitbj5eDG818G9yzKW9CTXTI7/qkgjAGGKTVameWPJ4CdNJqtc+W2WYWMAvA19e33Zo1a2p0rqioH0hK3kGmSw88cnbTtetmpFLzhvvIkeEUYIu9OpOWLb/husqOi8mHaJK9hmbNPmRP1Gp8lbH06bHd7P56zpyZiZ2dH40avcLx46Np2PB5AgNHkZNzgYsXX8LRsQEyWSpt2izgzBndF7BevcdRq+UkJW2iR4+dxMQsIS5uBc2bf4KnZxez5ylSycnJPM6t6/MM56iKCxdeQqtVk59/jaCg8TRo8KThtQJlMZF58TRyDsS15ML0d+Jpzmbd4qX6j+DkVLUURJ6yiCs5d2juFoyLtHbKF5OKMtmdfI7BAe3xtTfVS7mSE0t6QRa9g8zLKsjVSjYnHOeRoM7YlVy8/4o7ws28RN5srkvsXsqOYfHtXXjYOOFr585TjYZyNP0a62IP8UHLKYbPwxwarYYTGddZG3uIFxuP5Oeb2xkW2JGeZfJAAAUFBYbPcEfiaSLSLvN5m+k1+kzMUaAsxlYsRVoiNSJTKyhUyfC0tXw0Zk5eLs5OToY7vU+urMXf3p0nQgZUsWfFbIw/hqvUkT5+rciQ57E4ahcjgjrT2LVih2JrwkmOZ0TySetphufOZN5kRcx+3mo+AR87N1499xvdvZsxok4XMmS5HMuIpJt3U6P3q9SomHvuN4YFdqS/vy7mvyXhBJ62LnTzNh9syJTnkaMoRKFR0sgliIOplzmbdYu5TR41ePQLb27Hw9aZcfVMNZwKCgo4nBvJiYzrvN/yMQRBoFglR4O2UidFz5aEEzhL7OntV/EsA0vp3bv3Wa1Wa7Zm9IFN+Gq12kXAIoD27dtrw8PDa3QcG5szJCZuYFjT1hw7tps+fQYhFtvwd+QRPtu3jNWPfWxosjh7zhVFyQi79u07IclTkSi/AdkQ1jiEO7mBKLMyqWott297Y2PjQPv2LTl+HJo3b0erVuHExUm5eBGkUi3gSNeuvThzRrdPSEgYCkUBSUkawsPDUSi2ExcHDRsG0apVxee7eDGVW9dBJIomPDyc+JwUXGydcLU3b6hv37bDxsYZhSIBPz8Pk/cyrNz24YSj1Wo5ePBgpe9brdGQKyvgROwl1l48xIgeA028p7thEo9W+NrObd9zOjuSeY+9VOE2AzFuQiuOlNI4M5Hw7uEANMlvgWOAO8Oa9jAkyQPS61Mnth59WvTG2dbBoJuUkJtKoKuPkSxFs/xWtIpvSa+QtjwxzPw4yYiICMNnWFFyWk90ZqKRDIAlfLjnNw7dPMcbfafh6+RpFPu2lLJrBMhwV+Hu4EJ4qPHd27oLuzkee5mvhr+EWCQiszCHswnX6VCnqcld8YaNp3F0dSU8PJyk3HSOFN+iU/uORhVdel7f9j113fz4+jHT+vrOyq40jqjD4L4DEYtEbGvXEnupDS52TpyIvcyhDX8ytc9oo7yVVqtlZZNgHlv1Ns3CmjKp7aAqP/tn//qcwzG6hs79T/9C0R0JxdFa1IE6OeZmfiGV/hYiIiL4fNirRs+tPb+bT/YtZffsn6qcnb1+w0lsXZyrtDN3y/2q808Eyl72g0qeq3VcXHSnuRpzBJFIilhsw9wt3/Lm9gUMatwV5zJdsrY2jtiiCwmIxbYMb9aTD4fqarqXndhIA3dfHG2r9n6lUgeUyiJDbN805q8r7ZSW8YzLlnpqtVqLwj4Ap6JPAxATcwCVSs7EFW/x87H1FW6vUsmRSOywtXU2rK8sMZmJJrX+ltStR2cm0vunWYgEEX8/+T2NvKs30q8sy09v483tCwyPP9m7hC8PmOrJ6/lw8Bxea1q5nIKeI9HnmbzyLTrWbcYz3UurvnydPZnRaaRRdVQj73o83n6oocpq5roP6fnjTMYuf519N0/x3IYvOBuvyyXtvXkSfxfPWmnW2nLlIKOWvsK1lOhq7TcorAtPdh7FR3sWs+Hyfg7dPseeMv0SlpBUlMmCI2sNc3zHtOpH39CORESdod/Cp0nI0fUHyFVKZEqFoYs5KiOeV7fOJybL+Ges0WqY0WkET3bWyTYEuHozf+QrBsP/TcRK+i182rC9rcTGqCggMjWGfguf5lTcVeykNjhJ7Q3n9HX2YOf1Y3x7cBWd67XgzEsrTZofBUEgzLse41r1t3jozvROI/hw0NMsnzgPFztHhjfryRfDXuC9nQvZfOWgxZ9lWdrVacIr4VOM5KsrYsHo1/lfv+n8emIjI5dU3pB2N9wvz/80ECoIQn10Rn8CUL3ZfRbiWnJrmZhyCceSmPuAsC50qNPM0Giix8bGCZVKV9mg1/bR1/s3862LsjjW8LgypFIHZLIcQ0LVVN4hHzs7NyPjr2/yAtBq1RYb/xvJ13FGJ9QWH3+Ut/vPMNEBKotKpVMstbV1MYn5A0xZ/Q7Dmvbkjb7TyCnO592dC5nWofz9gCm+zh680WcaTXzrV3p+S5CrFBSVqTDJKMxh361TtPAPNSv3LBVLsLVQ/0QqkeJs52g2L6JQKXlq/SdMajuIfo06odZoyJcXYi+1xVZiw+gWvRkQ1hlfJ098nNxJK8hCXtL78cWB3+kb2pG2QU1YeOwv3O2dTb5fZVlxZjtikdigM1+WPqEdyJEV0KBcGW9VdKjbjA51m9EuqAmejq78b/sCcmQF1Yo1p8pyWH5tL4Mad8XN3pk8WQH2Uju8ndzpFtzKEH+e0n6oUZ9MC/9Q1k/90mSGbp6skMdXv8trfaaaHXXYJqixUTGDvhLnROxlDkSdYULrAXSv3xoPBxdS8jI4kHKRxnnN8XR0Y/3Fvey5edIoFm/OUTl25yJDmnY3XHBe3PQ1ggDfjnjF7GfQNqgxbYMaGz0nCAIrJ39kEIJ8f9cvtApoxKgW5nsb7mQlsfTUFp7o+AjBHgE09Kpj8ehVPUFuvrT7r5V6arValSAIzwK70JV6LtFqtVer2K1G6D1/Z4pwdtTdRg+o4Megr/gBnSf+dcQKkjNjcAaC3XxYe/EP6jtWHbOTSOzNev564643wPqGMP359LLQGo0Ktdoy49+7fjPOZx1Gq9UQFbWLQf0/r3R73bn1oR9Tz/+jwXMMctHZRXkk5KQiMzNkojwudo5MbDuIJSc308K/4V3J0ZaXyn1/4GzspDZ4VqDa+XfkES5nXK/ydh50Yz071W3O7D8/RiyIjFQgl5zawtmESJr5NaBfo07cSLvDxJX/MzTSlRcCK1v73sy3AUl5uiHe5xIiK63xB93wdkkFxt/J1sFEFOxaSjT5iqIKk8hJuenkFOfT2DfYUJ765SMvVpjcrohW7g04/8pqgxHt/dNspnYYxvM9JjJvUMVhJAcbO6OpZ3rspba0CQzjVOwVJrcdzLmE63ywexGfDXuexj7BRsNNynI7I56/I4/wQo+JvD9QJ9txNj6STQnHGZLdB0dbBz7bv4xXwqfwePuhnIq7yqHb53im+ziT7tqvIlbQ3C/EYPzNhZvKcis9Ho1WQ3J+Bs39Qnh7x0/Uc/c3ShDfzkgw2z+hp0gh49idSzzSrBd13f24kRZLXXc/s9LY5Vl4bD0qjZpnu4+vtYY/c9y3mL9Wq/0b+Pten8fZ2R8QodVqDDX+Gq2GLw/8zt+RRzn4zK+GbctW34jFtrjbu6Bw8kaBrkSyvpsPjuKqE+T6sI+p51/qneqNvVhsY1AR1b+um/OrM/4yWXal51Ip8nFw8MLTM5SoqB0Et34GfxevCsMParUcsVgX9pHJck1eDy/zQ6zvGciGkkamiDsRVb7vpNx0vjv8B7M6j65VLXIXO0c+GfJsha9vvnKQlIzqtcD3De0AGHuJA8M609AriO71dYnjAFdvXu8zjYYlxrRQUYxEJCYqIx5fZ0+jsYD/6zfDMIlp0bi3qzx/VZryCTlpXEuNpnfD9kjFEj4/sJwLiTdYNO5tsxeA9Zf2svz0Ns68tJIbabFcTr7FmFb9LDI2ZREJgsHwa7VaXuo12SR3cyX5Nu/u/JkPBz9teK1IIeNA1Bma+4cYhVdsJTY082tAWoHue2wvtSXUqy4O0lInSl90IggCT677kG7BrZnWcbiJAmbLgFA+a/0E7es0QxDgwJxFBu2qWxlxrL+01yiUp+ft/jOZ/efHhDdsz6DGXZlaxZ3sK1t0dfix2cl8O+IVwrzr4evsWSKXcZRHmvcyUaMtT1O/BobmwNT8LCaseJO3+k1nXOuqE+fJeRkmlVX3gv+8to9IJMHW1li/Z8nJzaw+t5NHyk1bMvb8bZneaQSv9ZsJwNITf+Hv7I6TXdWVExXF/MsOedeHj/Ra//oxjoDRqMeqPP+8wjTy1VqcfDqQlnaZx5Y+x8Hb5yrcXn/XUZHnn5ibxpXk21W+R3OMWjqXSW0HVdi1aSl7b55i6h/vGeqbZ//5sYmuTFl+HvMmz4dZdk6lWsWkFf9Dq8VEibS+ZyD9GnUyiNO52Tszqe0gg35R/4Vz+HD3b0xa+RYLjqzlqfWfcDNdN92tuX8I7epYXuNfFUdizvPq1vmGWcZv95uBRCRGVmYmQVlGNA/nu5FzEQSBw9Hn+HDPb6w8+zcnqjn/NU9ZxPxDq7mRFosgCDzWbghtAsMoVsrp9/PTBu39QFcf3O1LfwuFimL+9/cCTsUZ38BnFubSN7QjHwzSxfWb+Nbny0deNDQWLj21hTZfTzJ0fns4uBpJTuy+cYLwH58kPicFqViCvcQWsUinveTh4MLJuCvM3fItE1oP5MQLy81q6oR61eWxdoOpa6Gg4Fv9Z/DegFmsmvwx7es05aVek5nUdhBphdn8eHRdtbV2nG0d+GbEy3QNbm3R9vMGPcXHQ57hk71LeGxV1Y5ETXlgq31qE1tbb+TyNIPx71i3OS/1lJjccpf3/EE/oUugbWBDFPJEbCsp+dOjM/7FVXj+toZt5fJcwzAX0A2OsdT4y+V55ChUaByDAZjbsY9JvLIs+rCPLuZvavx/Ob6BE7GX2D37J77YvxyRIDKqVa6Mt/pNp75noEUytpUhEgRsxBKDQXC2deCbg6soUsh42oxOvkgQVdmEpkcqluBrYWJWq9WSUZiDrUSKi50TT3cdQ0OvOvQL64RSpeT3M9uNVCX1bLlykCsptw016+VRazS8t3Mhg5t0rXCObP9GnWkX1NSgyRPqXddohGR56rn7Gzzusa36M6pFb8Ysf53eDdtXa8SiQq1kxZntNPYJpqFXHXKK83C2dcReasuYVn1pGRBKc/8QE6lhdwcXNk//xmRI+qm4K7yx/Qc2PvG12eqllv6hzOw80nC38fkwXYHF+cQbbL16kL6hHenfqDNONg7kFhewJ/k8gekh+Dq7s/FyBBmF2dzOTESuUlT4vYvKiKNtUBOD7PT7u37hZlosq6d8Ynb7ikJrjb2D2Tz9G/xdvHlh45cMa9qj0nzKB7sX0TogjEea96JvaPV6XUB3oXSxq9re1JSHxPj7AFcNxr9lQCgt/BuaJIfKe/7P/PUZ9T0CkUhscbO158qdGzQNqrr21jTmrztvWc9f30SmT/rqxzhC9Tx/jbKQDvXb0z20M9cOQAu/4EqHuuurfWxsnM0mfB9rN5gRJTNcVRo1YpHlfSCCIHAq7orFk6wqok9oB/qEdjA8/uqRl/h8/7IKE6DrLuwmLvOORTF/0CX6+i18mvOJ13m7/8xKtx3y6/NMajuIl3pNNkpwQsVNO/E5qVxKvmX2NYAipYyzCddoHdiowm08HV2NtHcORJ3Bz9mzwjGJl5OjcJDaEeIVZCjz3T7TMpVNo/PaunDmpZUIgkBCThpDf3ueeQOfYmSLcJ4qUbksP8gddBIa5qQkOtZtzoBGnfnqwO/8NOZNdlw/xoLDa1g2cR7eTu60q9PE7B1TSn4mB2+fY1bn0YYLZEJOKtsST9IptS1iUUO+ObiSz4Y9zyvhU9h8JYKEnDSzYZ81F3YTl51iMMBtAxtXGq+/kHgDP2dPrqZGYyuW8s7OhbzeZyqDGnclyM0XhUpJQm4a+YrKu5mvp8Xi4+Rp6Jq3ZMQl6O6GEnPTqvxu3i0PkfEv9cDVGg1PrHkPpVrNH2Wu/mWNv1hsS7CHP/4uniRI7LATi/F2cMHBwlJP0FJUlIFEYm/w6Mt6/vo7i1LjX+r5l435V2X8ZbIcvLzCDMeJzbhDA5XSrIaORqNCq1UjFttia6urOir/Qy5bolmR51oRR2MuEJOVZBh4XpuY00/Xs/FyBCK5edG3ipjUZpCh47MiBEHg7f4zaOAZhFqjIU9WgJOtA9fT7uBi51hh6eAz3ceZNUJ6nG0d2DFrQYWvg25W8JHo87QMCCXQ1Yd5uxZRrJTh5+LF+qlfmOjnfLB7EQEu3nw36lWKFDK2XD1Iq4BGFhucsu9Z/31wsXPkf32n0yqgtHxSqVbR/tvHGNeqP2/1Nx6KtO3aYeq6+RlkMkB3EWsd2Ij9UbqGFg8HF1oGNDJU+Gi1WlQataGKaMzy1xjfegDjWvc3SXYGuHrzZduZ9Gumm3Z29LklhilXV1OiuVKi3VOeIY27MXfrfE7HXaVD3WaVdjxrtVqeWPM+MzqNZMWZ7fRr1Ik+oR2MLhYLj6/H2daBUVWomK5+TCeH8eGe39h786RRfrEycmUFZBaZ5uNqm4fE+Ov+x0mlOsN9IvYSF5NuMbypccxfH/YRi20QBIFXe08F4NO9YvZeP0wLRwE7C8M+AIWFqYYLDlTt+ZfG/I0TvlqtBqECrXq5PJfonCzSrxwC4MfDq2jafLzZgSn6Y+ruMmzQajUlMtSlIZCc4nxupN0pueW0dLi7jgFhXWqlFf1meizzdi3i9b7TCHb3Z/qaD3iy8ygjOY6y/DHlEw4cOGDx8ecfWs3FpJtMr0DStyz6Ch+9F/zBoKf49uBqnO0c8HHy4OPBc6qs7KkJWUW5vLH9Bz4e8gyBrj78PukDTsVd4WTcFQoVxbjZOxtt/8Ggpw0lj4Ig8Om+pdhLbVk64f1qXwAWHltPkJsvw5r2MClX1Wq1DG7clcFNTKtQvti/nIFhXYyM/630OBr71Dckb/XVVnq2Xj3EOzt/ZvvM7/F38aKeuz+uZb53v53YyLLTWzn4zG+IRSJsRBLD+3SydeBqym0WHd/Ay+GPVXgxbuwbzLQOw/FzMZ1cZo6fHn2TAFdvBoZ1wcPB1UT9tJ67P3KVbgi9JUKFU9oNYUCjThadG0pln1/c9BUKldJkLnFt8VAYfzs7neevD7+EeAbxau/H6d/I+LZd7/mXr+W3kdrTxL0O2oJoQ6y+MvQlnAUFqYZkr+645mP++nOaC/totRrk8rwy8s+laLVaZLIcZAoVGdkZ2APjWobj7Wi+g7Cs8dffZcjl+UbG/0LiDV7Y9BUeDq50qNOUL4a/UOX71VM2VHM32Ih1MXYRIjRaLUFuvry27Tv23DzBV4+Y7+K1dIAK6JKV+fIis+GL8uQU55NdlIenoyuv95lGC/9QvnrkRW6lx7H75gmz+5+Nj2TVuR281W86nuVi4KAL0aw+t4Pnuk8wlNWWJ8DFm01PfG1oOqvr7kdddz/GlMwPLk9ZA28vtWXd458z7vfXuZJyu9rGf9+tU7QOCKNfaCdyivPwdHQz3GnYSKR8VhKXL8/qxz7Bo1x374qzf3P8ziVD5Ut5GvsG80y3cTjbOiAWiQxTtm6kxbLy7N+0DAhlRPNwxCIRSrWKnUlncEnwxd/Fm78jjxLg6k1yXgYyZcXlyLnFhQS6ehscovmHVrP5ykEOzPnFZFtBEOgS3LLSz6ei2b/lWXVuB1Hp8bw3cFa11VUBOtdrgfoeVv3856t9oDTsozf+fi5ejGvV36TbTv96oVKJXKVg8KJn+ePcTmxtHFCp5WQWZCASVS21aonnXxr2KVvtYxz2EUpG3RUXmy/31A1/VzGkRX8+KOlEru/mXeEoRf0Aen2HL2AS928dGMbi8e8ytlW/Kuuh7xXBHgH8POZNmvuH4GbvzPyRr/Byr8foWEEibvHJTZzPsrxCaWiT7qy/qCuNrIofjqzliTXv42LnxKS2g2jgGUj7Ok2Z2HYQSye8b3YObpFSxp2spAoF2rKL8ricHGU2WaxHKpYYkuf58iI2XY4gKVfXR1Bej0upVhFx+yypZZRTw3zqceallYy00FCV5c+pX/BW/xmcS4xk4KJnuZJi2Wcb5OZjknSd1XkUw5v1YPqaeeTLi1h2aisDfpljeA+NvOsxq8toEzmSHFk+p+Ou0tI/1Gg6146kM5xNuE5cdjLfH/4DH0d31k39nH23TrHm/C6z6zoUfY6P9y4xqIW2DmjEoy3Nq2vKVQpOxl0hozCHk7GXeXnzN/RcMJPMwuqHYXKK8knJzyQi6ozR/5uqWHN+l66Cqc1Ak3LX2uSh8PxLY/46r0Sj1dB9wXR6Nmhr5Enqwz4SiR0ypYL2dZri7+JFjtgWVxs7NBKJhZ6/3vin4e1dWu8uEonR1ZZrzYR9bE1KPZ2c/MjPT6S4OAt3d1PvTSbLAXRDYfQlo0nZCRWuq9TztzXckZQv93Szd6Z9nab3dIhETaisNnvT5QiCJFW3zesRCSKe7T6+0qooPaOa96ZbcCuKlXIK5EW4O7hwKz0OjVZToXZRjwZt6NHAvMgc6LT89YNFKmPX9eN4OrriZOvAe7sW8vUjL/PFgeWIBRGfDH2WfHkRXo5uZBXl8cLGL3m7/0zGltwZHLx9loSc1LsyHiGeQbw3YJbFJZKXkm9xKemWkQx2kJsvzf0acjHxJmqNmrrufnSv39pwx6TRapCrlNiIpRTIi3hs1ds83W0MQ5p0Z+ds47yIRCTmm3az6Nu5DxqthlMv/o6kxGG6mHSzwkIH/fjRuOwUgj0CCG/Y3qifpSzpBdnMWvcRHw56mm3XDnMy7grjWw8wGqRkKc90H0dWUR69f5pVYYezOeQqJYX3SMa5LA+F529j486YMWtp1UrnQeQUF5j9gPVhHw8nD1ztnfhw8BzCG7ZHJLbhavINtBqlRfIOekNcXJxl5PlDaejHNOFrZ1Lq6eISaDiOOeRynTcSX5DHS5u/QSuI2XEtosJ1lQ37lHr+xsZfo9Ww4sx2ojLiq3yf9wqFSsn4399g/cW9XE6OYuSSl7mcHFXh9ltnzmd8sOWyxddSb+u8RAsiRc39Q+gT2oHjdy7Rb+HT3EqP46sDvzNp5VtMXf3uPdNaB/ju8B9suLyfEM8g/n7ye7oEt6B1QBitA8PYEXmMob++gEypwN3emVWTPzbqlF11dgdfHPi90tnHFbH92hG+OrACX2dPRrfsY3bilzmO37nElwd+NzS7ARyNuUiAqzeLJ7yHm70zfUI78O6AWYbXT8VdpfN3U7mYdBNBEGjm18Cof+Dtv39i1NK5gF6yWWeyRIIIW4kNubICnvnrM6a0G2LoBC5PS/9Qnuw8yui4FeHl6M7i8e/StX4rPhj0FPueXsj/+k2v0RAi0CX3Vz/2Mf2rEfOf2mEYP495k4kr/mekcVXbPBSeP0CzZqVVAM62Dvyv73STwRtlPX+j56X2BLl4oM5NN+jzVEbZGHrZmD9QpqPXruRcFcf8nZ11ccKKjL/e89eI7EjKi8NH6kCP4Io15PXze/V1/mDq+QsIfBWxgnZBTVgy4b0q3+u9QCqW4OvsibOtI3YSG0K96vLtwVVkFuVWOQXJErwc3enZoC1ONlV7c8VKOXeykghw9ebt/jMJcPHmtT7T2HfrFBeTbhpExsqSXpDNh3t+Y3LbQXQyU2O/+txOojLijIygOZaMfxdHWwekYolBL2lax+EAnEu4Tq+Qtqg0KpxsHUwUPMe3GWAIX1RW+muOqIx4TsReJk9WSK4sH38Xb4sS+ZPbDmZKu6FGWj3v7/qFzvVa8OHgp83uU9fNjxd7TiLAxQsXO0dDPiEuO4Wfjq4jwNWbUO/SC/vu5HNoo5wIcvVh363TDG7SlezifOTqimUswnzqEeZTWsW2/PQ25h9axbHnl5k0hdlJbYzueu9G8v5cwnV+Of4X7w54Eh+nypU8zTGocVeTHEpt8tAY/7JIxRKzolt6zz86O41fjv/Fugt7mDdwNmKxLQXFudhpVNUK+4Cp8deHdsonfMt6/iqVDI1GhZOTZca/Y/0OjO7xLF9/vRJPu4oNmt7z1w2SMR/zFwSBLTO+rdGXtbYQBIHvR5VK4n75yIvsvH7MoChZnm8iVmKTo7Kwyl+XPH1vYOWGV8+tjDimrHqHH0a9ZgipuNo7GRmT8ogEESl5GRRV0I2bVZRLcl7VMWB9FdHN9FguJ0cxtEkPQz6nrPhYYm4aN9Ji6VyvhSHm3je0I+dfWW3ReyzPCz0n8kLPiaw5v4tP9y1l/9O/WOT9m2uc+2XsW7qxnqve4d0Bs/jz4h4uJN1kXYkuUoCrt9mOcJlKztWUaB5t2ddIKuRI2lWc7rjRMiCUn4/9yZAm3Vj92Me8se17tFot/SzwsFv4N2RGp5GIzCTrc4rzuZoSTQv/EBJy0pi48n+0DWrM0gnvV3lcc5xPvM6u68eZ1nG4kQBdZWy+EsGWKwf5bfy71SpkqC4PpfGvCL3n72znTD13f3qFtMXbyYM4iS2ednYUyqi2519V2EeXZBYZxfz1oRidLpHO+MvleVy5soa2bWcayj712jz6SiCtSEpWQXqF67Ik7ANYLH37T2JOzVPP1muH6eB6d41lFdHAI5D5I+cS5OZLUm46/i5e3M5MIL0gu8KqEE9HV9ZNrVhg79nu4y0696m4qyTmppFbXMC3h1YxuHE3o9fVGg1KtYoTsZf5YPev7Jq1wCjhaqmxqYjO9Vrw4aCnLY53FyqKWXN+Nx3rNjM0+jXwDESmlBvW1cK/oVEpp372s53EhuT8DJ7682Pe7DudniFt2TpzPmqNcf/GB62mGHTuBzfuhkgQUGnURKbdoUWZEtPKMKfaqedaajRz/vqUZRPncfzOJQCTqkBLaRvUmNEt+rL45KYaSZ5otFqTyWS1idX4l0Hv+dfzrMugxl0NBueixA6JtlTnv+rjlIppVez5634M7do9SUaGGEEQmZ3xq5OHzubcucXs3v0y7u4NaNBA54HqPX+JjRPPbfgCaX4uWVQcGy9b7VNRwvdB4cVNX+Ht6E7LgFB+Of4Xv0/6EPeS2vby3tCBOb8QERFxT9bhZOtA74btWXjsL34+9ifnXl7NmvO7+PPiXloHhrF84rx7cl6AndePcSDqDDtn/cDgJl2NQhQqjZrO301lRscRTG43hKa+DfCyQCveEq6m3Gbl2b95ocfEao2AFBD4/vAfvBI+hRb+DSlSyIi4fYbWAWH8MvYtABPlzztZSYxeNpfPhz1Pm8Aw2tdpikcZ9dZpf7yHk60DP5upddeH3OZu/pZxrfpZnFDVarWotRrEgsjku9TCP5TfJ31AiGcQIZ6BuqHxFajJWsLTXcfwaMs+1fLgRzQPZ0TzcHr/NJtBjbtU2uB4NzwUCV9LKY352xrF+sRiW0N4pLphn4o8f/1xXFyC8PbWNZuVrb3XbWOHvb0HxcVZxMXpmrhu3Cgdrq03/k4OnuTJCnB19CDYtTJph9JqH/0aFYrCKt/P/aCeuz9Bbj54ObrRwj+UdRd20/rriSgqie3eK66n3aGuuy/zBj6FWCRiWodHmNBmIN5mavj1vLHte34/Y37c52tbv+OPCoaBl+XFnpPYMuNbbCU2+Dp7GhkQiUjM013H0r5OU1zsHGniW7/WZr0WKIq5nBzF7cwE7mQlWbyfg40dx59fZpCjTs3P5M3tC7iYdLPCfbyd3JgbPoXGPsH4Onvy4eA5NPcPIaMwh1c2f0OQmy9Dm3Y3bB+ReokNl/dzLiGSHw6vQa5SoNFqKy2bLc+2a4dp981kEnJNw4jOtg60CmiEk60DLnZOuNg61jj0olApeXnLN1xLrd5QHj2TKsgZ1RZW418GfZ3/xZQY2n/7GL1K1AQlklLjf7cJX73nb+4OouyAdyhr/DOJjT0M6Iy//sIkk+UgFtsikdixfNIH1POsi00lWjzGTV7iEg2iB9P4v9RrMlM7DKdLcEs+HfosHes2Y1bn0SbbKVRKPtzzGzfyKi5xvVve2PY9+2+dZmSLcEBXz/5m3ycqbDgDkKkUKCu4UOXLiyyekeBs68Dem6fYcf2YyeszOo2gQ91mnIm/xuHo85a9GQvoVLc522Z+x9GYi0xe+Va19i0bdgpy82Xz9G9o6FWHCSve5NDtczy34QueWl8qqeJi58SU9kNNmqDUGg3RWUkMCOvMsKY9DM9fzI7mWMxFLiffZumpLWi0Wt7s+wTnEq9XqqdUlsY++sYy0279hJw0Im6fRaZUkJCTSof5U/hk75JqfQZ6pGIJV5KjDHLWlrL35kkeW/U241sPIDykXY3ObQnWsE8Z9GEfH2cfHg3pC4CzrSNisR1ara7TrjqlnlCZ52+qQKj3/PWhGInEDjs7d+Ljj1NcnEmdOt2Ijz9Kauol/PxaIZfnGnX+5iuViFQVG/Oyxh90Fzv9heZBp21QE5PqLNAN6N5/6zR9vO6dh/TewNkUKYpJzE0j0NWH+JwUrqfeIbxEa98c80fOrfB45kIY5ojJTORA1Bn23DyJRCQ20bpRazRkF+ex8uwO4nNSKu0tqAmPNO9l9jOvjN03ThCfk8qMTiOQiiUEewSQWZiDl4MbthIpPRq0RlUmjq/RasguysNeasfN9Fhe2fItXz3yEm0Cw9j4xFfIlAo0Wo0hf/FC45GGmL++9yMpN5247BSKK0iwlyfUuy6h3nXNvnY05gKf7FvC/qcXEpWpcyjMNfJZgiAILBz7FnVLZoRbikQswalkZrQlXeg1xWr8yyAWSxGJpDT0qc+oMqJmZUM9lnj+uuNI0GhUVVb7lN8PTMM+RUW6JG6/fp+zdGkPbtzYjJ9fK2SyHOzsdPHI305s5HJqHPXsKv6ilC31BF2Y60E1/vMPreZ03FU61WvOwdvn+GvalyjVKoOWux5HG/t7GvMH3eSnlzd/w52sJDY88RWHoy/w+f5ltPBvyMrJH92z897OTOS7w3+wcvJHZpPw3x1azR/nd7Fz1g8WGz5LkKsUvL3jJwaGdaVfo+pJEZ+IvcSZ+EhmdBpBdGYiV5Kj6NeoEwse1Q2vKR/GKJAX0+fnp5gbPoXu9VvTK6StIbcDMGjRM/Rv1NlERK4s6y7uoXVgWIVSzBW9xwJ5kYn8xoCwzjT3D8HV3pmu9Vpy8Jlfzd4hWEpNuuTDQ9rRvX5r2n0zmTndxjK7y6M1Pn9lWI1/OWxsHBGLbVFrNIaEUllv35KYP+h1+vNq6Pkbh30AnJz8qVOnK0FBnblxYwu9er1bYvzddOcTS7CxccReYtp0lJ4eiZdXmFGpp+69Oj2wYZ967v4oVEoaetVBrlIQEXWGFzZ9xZopn1Zbq+ZuScpNp567P6NL5rUOatyVm+mxlc4Q+DpiBcVKuYksb1x2Cu/u/Jnne0ysssO4Z4M2nHhhOXYSG7PeX99GHanj7oeLnZNZDaGaIhVLuJUeh7+zFw29gqqlS/NWv5mG383x2Et8sX85PUPa4oB5rX17qS3/6zud1oFh1PcMNPQ+FCvlvL7te0I8g+gdWtq8diz9GrdP5hLiGcjl5Cie6zEBO4kNKo3pTObKGLv8dRp51zUJ3bk7uOCur60XiWvc3FUbPNNtHO1rcUBQeawx/3J06vQi0Vpf2n4ziV4/PgmU9/wtN/5Q05i/secPUK9eTwRBICxsBMnJZ8nLSzQy/lM7DGdgk55o1cYeYGbmLX76qRk3bmwxCftIpQ+u5z+qRW9e6zOVIU2682rvqTTwDOKZbuOMKkFAp5Pz7s6FROcn37O17Lx+jCWnNhtCIB4OLrw/cDbvVKK3LhJEZkstdTMSxBYlZ20kUp0y56ktnIm/ZvJ6q4BGjG3Vj+3XjtR4+po5RIKITdO/4XZmQrU7TMs2vY1q3pttM+fjZOvAmGWvsfb8bkYvncvbf5eKvOl7bsr3TQgIpORnMrJFb7oGl87QuJ2fzNGYC1xIusmmKxEAdK3firjsVNIKKpc/L8tTXR9ltBl9n+tpd9h365TFx7kXHL9zickr32JIk27VDrtVB6vnX47w8Pewi73Mqfw1tC/54Mt66ZaEfXT76OL+VVX7mHvNnOdft64u6dWw4SD27XuDO3cOIJfn4uqqi13mFheQXJBnUr2TknIB0JKVdbtMqWep5/+gVvuUp667n8lgd9AlVk/EXsLd+94lxoY27V6ioZOLg40dGYU5nIq7Qud6LSvswHyp12SzzzfwDGTx+HctOm+RQsaKs9v56eifzOo82kRvSaPVkF6QzXu7FvJEx0dMunzvltldH0VeiVqmORJz01h+ehtjW/Un1LsODjY6XaB67n642jsxonkvfMrF0FPzM7GT2HIu8Trv7VzIsonzaOAZyNopn5IvL0SpVhlyK1Ma9DXE/PXSxzKlnPTCbARL9DpKGNKku9nnt149xMbLB2o0eau2sJXY4O3kjkKtMopA1DZW42+GzvVaGI2+q2nYB6qu8zd+zTTh6+ioSxYFl2jX+Pq2wM7OnTt3Iow8/7MJkUTEXKKxqtjomOnpOo+xsDAVQRAjEkkNTWI2Nk4UFVVf++WfYOvVQ3wdsZJ6JWGN70e9ikylQCISGyVZ/V282D37p3sa8/d19uTXExtp5teAz4Y9z+2MeN7cvgBfZw92zzYvVVwbaNHy09E/ebHnJJORo6C74A/45RmmdxxR5VDy6vL94T9QqdW8HP5YtfaTq5TsuH6UbvVbkZqv63IeENaZr0ukms3xyOKXGN96AIObdGNwk26G0YUFimJ6LJjJ3PApJlPUynInKxm7EoNpKWqNhrjsZDwcXI0URad3fIRRLSof0nKvaRvUmEBXbwb88gzvDZhl9g6lNrAa/wpQqJQIgoBULKl2whdKjb+p529T8m/VpZ5SqT3Nm4/H2TkAHx9dMksQRNSr19PE+Ic3bEds4x7EXY5Eo1EZLiQZGTrjX1CQgr29p9FF50FO+Aa6etOvUUc8HVxxtnMkPieV4Ytf5OMhzxiV/v0TFCvldAluSZuSGH0L/1CGNe1RqQTG0lNbOBl3hYVj/gfoDLVcrWTj5QNsvLyfX8e9Y6SBYw4HqR2nX1xRYdzZzd6Zd/rPpE1gY5PhLndLvqyIyylRxGWnGIatW0IDz0AOP7sYgOc2fEFaQRYDyoy7LFu5o+ft/jOp7xFIE9/6Rvmclzd/TUOvOkZ3PGczb3H6QCyhXvVIK8hiVpfRuNg5VsvwA8TnpDBy6St8MOgpI31+T0e3Ws2f1BQHG3te7Dmp1u/mymI1/ma4nBzFY6veBuDi3DXlwj6Wev72gGA0GlK3f9Wef9lqH6nUgYYNBxptFxwczo0bmwFdFzDo4rRhfqHEXQalsthw0UlPjwR0xt/GxsnovFLpg5vwLV/aWSAv4sWekwjzDjbaLiEnlR+P/kkzwXIDVV2KlXLWXthN/ZLEp4ONHR8PeabSfeyltkayCM9s+AxloYypASNxsLE3jB+sDEEQyCjMYcPl/YxsHk5QuZJBQRDoGdKWPTdP4mhjV6sTxd7qP4Phv73IT0fXVTi8pTKiMxOZ23sKTja68OesdR8R5lOPtRd2M7HNIKOw2PBmPc0eQ6PRMLZVP6MLQoosm6iYVArkxURlxDOry2hGtehdbW+9jpsfHw2eYxJKOxV3FblKUetls9XhUvIt3t/5Cx8OftporGptYzX+Zgh09aGuux896uu+ADUN+9jYOJlUaVhS6lk27GOO4OBww99l6/z1dxtKZRG2ts5oNCoyM28AurCPi0uQ0XkfZM+/PE62Dmb1UQoVMi4l3aSBb+1IG5jDzd6JNVM+NShrFilk7Ll5glYBjSqshJnQZiAT2pRetB9vP4wbkddp7teQ/o06W1y7/e3BVey+eYKuwa1MjD/opoZ9sX85jb2Da32c5LxBT+FoY1/1huXQarW8sf0HBGDNlE8BXW19oKsPMzqNpKW/sQZPcl4GEpGYQ9Hn+OrACrbN/A5PR1cWjn2LPJlxzH9oYEdDzP9uEItEZi86K85sJ60g674af3uJHXXcfJGrlEbzjWsbq/E3g4eDC1tnzDc8rmnYp3zIR7d/ZdU+pqWe5vD1bYmdnTsyWbaR8dcnmVUlcf/s7GjUagVSqSMFBSmoVLJyYR9dwvdeNpLUlMjUGJ5c9yH58iImtx3Ma32mkicrRCISG3WRhvnUY/uT39/TmL9IEBl5nwWKIt7duRCRIHD+lT8sOsaAsM5kx6Qwetlc3ugzrcJxjOVJLcikR4M2tA5sZPb1Y3cuIRGJDUJqtcWO68dYe34Xv457p9r7CoLAp0OepVBRbPhelZ3GVZ4n131IC/+GjGs9gNEt+xg0jG6mxzJp5Vt8N+rVe9LpmlmYS2RqNN3LGPr3B85CrvrnJUTKEupdh1ldRjNp5Vt8P+pVet2jLl+r8a+AAnkRoPM4axL2CQjoaDS2UU9lCV9BECEIoiqNvz7uf+PG5go9fyhN9tar15OoqJ0olYXlwj6OgNZkiPuDgIeDK8Oa9iStIMtQD9/7p1lM7TCM53tMvK9r83RwY1DjrjTxqbjfYOvVQyw/vY2Vkz/CTmpDan4WrlIHhjftWa2GrGUT51WqzjmxzUAGhnWu9Xp0AbiQeJM7WckmYmyWEOIVZPKcVqvVTe2SSIze0yvhU3Czd6ZNYJhRU9TXESvxd/aikVdpN+7VnFh2/72AEM8gpGKpQUeoJuy4fpQvD/zO/qcXGuL8D0K8H3RFBq/2fpwQz+p/9pZiNf4V0O0HXYfvxblrjAy+pZ5/9+6vm32+srCP/nW1Wl5SmVPx/x593F/f4QulaqJKpc7z1xv/4OBwoqJ2kJeXYPRe9FpGCkXBA2f8fZ09eKPvNKPn5oZPoXG5Bq/I1BiWnNxMB5vgf2xtYpGIz6uIgzvZOhDk5muYG/vosrm0cW3AD4+/Xa1zHb+j65h9rsd4sxeBpn4NqnU8SxkY1oXXt33PnpsnamT8y/Pm9gUk5aVzIfEGr/eZZlS91LuCkYqeDq50r9/aaMh9jrKQC+k3ySzM1eUT7sL4DwzrQjO/EBzLDPXZe/MkznaO1eoWrm3uZCXx3MYveKPPEwS5+dyz81iNfwUsnzgPrxIvoKyhtjTmXxFisa7UsiLDLhJJUKvlFXr9epo3n0h6+jX8/UtnwZrz/F1c6uDhoYux5uTcwcurNIlaavwLcax5B/s9Qy9gpw8dTDRT7lio0CX+2vjdOw/JHJsuR1DPw7/C9v3eDdsbGbXX+0wjI8ZyhUw9u26cYPOVCF7o+c/e7WjRsmT8ezXWtSlPY59g/Jw96dmgLa0DjENYiblpaLVatkceYdHxDZx6cQVikYh5g54iX15oFPfu5t2Ut8bOqZU1eTu5m1QJLTiyllCvuvfV+NtLbWnoVQelWmmU76htrB2+FdA6MMyQYKtJ2KciRCJppYa9smqgsjg5+TJ8+CIjj718zD89/Rre3k1xctK9j+LiLJNST+CBTPqqNRpafz2R1l/rJkqBrlwyu8h48lj7Ok3ZOP1rAhxqx0hZynu7FvLVgd8t3n54s57Ud6p+RdKz3cexZPw/P04zPieV7w6vJjmv4uFA1WFqh2G80HMiMzqNMLlbeWfHz7y3cyGtAxoxtcMwQ1PTwehzDPjlGeKyU2plDeXRaDUciT7PrfTSedWLx7/LG32fuCfnsxRfZ09GNg/nhU1fcTM99p6dx+r5W0BNwj4V0ajRUIOBN4f+jqAq42+Osp6/RqMmIyOS4OBwnMoYnfIJX932D165p1gkYnzrAVxNuW1Its5c9wGBrj6VKmb+U2x64utKRxuejL3MJ/uWMn/EK9R19ychNxWZunrdsgA+Th73ZaSmncQGe6ldrRYCqDRqipVy7KW2RhUsj3cYho+jO039GhgJv627sBtnWwcj7zw6P5ntW+djI5bSOjDMMFqzJggIvLT5Gya2GWhoZntQYv4NverwVr/p+Lt4V71xDbEafwvQh3p0cfi7K7tq2HAQDRuahi/0VJYQroqyMf/c3DhU/2/vzOOjrK4+/j3JJJNMyEYSQkjYDMEQBBXDjhXcEFxw4xX7WhdUVHBr1bbWt2+rrfpWrZZWFLWurXXDVq0LCiq2VKC4AGURiCwhiUAg+77Mff94ZiaTlUlmHp4n5H4/n3zIs+Q+v9wwZ86ce+45TXUkJ4/y7RI2xnX63W9fzx/gZ36VVQEWTLoYV5vUw3X5m3nlq+WcHtM6X9tshield3m9n9PFyJQhRIQ7KKut4IJnf8jcIadyDu17R9uR1NgkX/etUPDYZy/zwvq/G9/PuYPTs8b7rnkzedzKjSC+N5ys5CHkZuS02i9R29zAjpJ86hrrW7WD7AkiwouX39sqtPX6hhVkDxjG2ABbQprB4epyrnvtPhZNu0w3cLcaryEO1usPhEDDPh3h7/lXeJqbJCQMJTIyxle7vyPPv6f1fdxuo8dBsG+InY6v3DS73b6Y51l+O0W91DbUGTFjl3kFsHrC6IGZPHz+7YCxSez+2YuoyT9y0/ZjlewBwzg3ZxrZA4a3W0BudrvZWLSDpZ8vY3vxXj5b9AwAC6fOpaq+ptWu4NEJQ1l04VUh09U2BPWbT17gqvHnWWr8nY4IRqUeh9vtNjXPX8f8A8Ab9gl2sTcQggn7+Mf8vTV7XC7jY6M39BMe3v2Yv+qgRZ5Siueem8rbb1/dbZ2BcvJvv0/uY1f4GmmX1VbyXUXrWkTTR+TyxlUPER9pwxVrD9ERTqMchF9abl9j1qipPDD7Zq7MPZfBCa3XPtzKzU3LHmB/5WGuGd+yke/1DSs494+3tWviHkq2HdjNh9+s8R2vvPFJ5k+YY9rzAqGf08W04Sfx8+VPcri6zLTnaOMfAF6jH+xibyAEF/Zp8fy9DWBiYlob/9Y7fFtSPTtDKcXSpWPJz2+9mamoaD2FhevYtOllDh36pttaA+HaiXMYmpjmMxb/9/HzLHjDvOYpoWT34UJmP3Mrq3d9TU1DHd8eKrCk/7CdqG9qoKSmgibPJ0YvEeEOnrz0Z7x4+b1cPeF83/m1e//ju+7lu9oSbn/rt8z70928t3V10Jre3foPfvnhU77jRFcc/ZzWpz2Py8jmFzMXEBdkaKsrtPEPAK/RPxphH6/n743fdwf/mH91tWH8XS5jy3+L8e/egu/+/Rs4eHAzlZXbW53/+uvncDiicTic/OtfD3epa/Xq/+Pvf7+hm78N3Hrq5bxz7WO+XOe5J57lK+PrZeWOdSxc9qDtDKsrMpqT0kcSF92PrQd2cfELd7K3+qDVsizjla+WM+F3VzLjiQXsONg+g2VcRjYxkdE0Nrc0ZckdnNNuE1ezclNQdoBtB3Z3q35/Z1w1/nzevPphlFLUNNTx4vp3W2X/WEGTu5lrX7uPqvpa325nM9Ax/wDwGsyjEfYJJuYvEkZ4uJPGxhqamxtaFXLzLvq23+Hbtee/c+f7nntawi2NjTVs3vwKo0fPJTIyji+/fIoZM+4lLq79rk6A3bs/IT9/Neeeu6TLjWttaWhqpLaxnrioGESEUzroalTf1EhZXRXYrDxFamx/Hph9M2As4D103m007CuzVpSFZCYPZsaIXE4cNJK0DmoQVdXXtNpYCXDJ2NPblVrIcCWz7OqHQqbLP5OqrLaSRz/7M/FR/UKysa2nhEsYJw4aSbiIqaVXTPP8ReSXIlIoIhs8X7P9rt0tInkisl1EZnY1jh0wDJYcVc+/J8YfDO/fiPkX++L94B/zb3kDCwsLx+GI6nLBd+fO9wCor28x/lu3vkl9fQUnnTSfKVPuBBRr1/6u0zEaGippaqrl4MEt3fpdJi6+ku8tuY6DVaWAkeefd6i1V3ZuzjT+csX9RHbjTeVokxQTz8zsycT24NPcscKEIaP53YV3cs2EC1raJPrh9fj9y0c/vvo1FrxubpivrLaSNzd9TEHZQQbGJfGvW55j1qgppj7zSIgI2QOG8dCnL9GszFvvMDvs85hS6iTP1/sAIpIDzANGA+cAT4iIOcvZIUJEcDicto/5gxH398b8vfF+6DjsY9zfeWXPmppDFBSs9bxBHPYt/G7c+AL9+49g6NDvkZAwlKFDv0d+fufxV2+J6qKi9d36XW6ZNo8kV7yvucerGz7kkhfuahcztiM1DXWctXQhr379ISU1FXxzcE+v0G0m1Q21HKwq6XABN9EVx3vXLead+Y/5zg2KS2lXI6iisYbrXvsVkxdfzapvvwxaU1ltJfd99Awbi3YQJmH0c7qO2GfhaDBjRC6/nrWQ8C7qOgWLFTH/OcCrSql6pdRuIA+wrmdagDgcUUc17OOfldMdHI5oX7aPN94PnRt/o4l7FUq5efbZKWze/KrvWl7eckCRk3MpSjVRW2u8ARQWricz8xzfx9H+/UdSUrKzU03eEtWFhd0z/vMnzuGThU/54p5nZE3gofNua3XPm5s+5qZlD3Zr3KNBpCOCKcPGkhE/gJU71nHZSz+l2tNDuS+y6tsvmfL7azhr6ULK6zp2NjISUluFOG6aOpcll/y03X0Hqg5T01hHZV3wmxPT4wfw4YLHOfv4SRSVF/PsurcoKg/NruZguP2tR/j2cIGp1XbN/qx8s4hcCXwB3KGUKgXSgbV+9xR4zrVCRBYACwBSU1ODKtlbVVUVdMnf5mahsrLGlNLB/vrKyw1DeeDA4R49q6FBUVSUT1VVAW53im8Mb97/rl17qatrGbexEQoL97BixVsUFKyhvLyMQ4eMN4qtW58nIiKRxkYjF/qTT97G6UymoaGSkhK3b+zSUqG2toQVK94hIqL9R/rqaiNss2PHp0HPnxNYvf+fvuNtB7/hUOkhqqKC/xuHmhlR2TTllxNeX8v8zJmouibbaWxLKF4rHbG/toSc+CEMdqXw1dr1Pc5dD6t3c0fmhcZBsTukWr8qyeOlXSuJLxWSozrfvX0kQjGHaY4EDhbuN/X/S1DGX0RWAh0VLLkHeBL4FaA8//4WmN/BvR2ilHoaeBogNzdXBdPAYdWqVUE3gNiwIZakpNSQNJJoi7++goIBlJXB0KGZPXpWXl4yUVEuyssrOO64Mb4xamvHsmXLXUycOIvMzOl+96cSFRXNCScMYc0aqKzcxoknDsXlSmbt2i/JybmQU06ZybZt95GdnU50dBKffw65uWeTnW2Ms317Bbt2PcmoUalkZExspUcpxT//WYtIGDU1u5k2bVKPQ1rNbjc7D+UT54zxVXqcjqEhFH9js+nrGudxcdBjmKHvo+2GL/qj6dcxv/ayoFtihkLj5027+HD7Gh64vPPex8ESlPFXSgVUWENEngHe9RwWAv5L6Rmec7bG4YjqJQu+LmpqDtHUVNcq5h8d3Z+f/KTM17zdixH2qaa8vGUhdcuW14za6/XljB+/kJgYI9WyoqKQ+nqjsFpiYktpZW/V0JKSvHbGv7m5Hre7ifT0CRQW/pv9+zeQkdF+p24gNLmbuPxPd3P9pItZOHVuj8Y4mlz8/J1MHjaGy0+eRXldpdVyLKe0poLqhrqgyhQ3KzcXPvcjdpcU8dxlv+gwA6y7vLbhI5rdzZx9/KSQ90LuKReNmcHkYWNNfYaZ2T5pfocXAZs9378DzBMRp4gMB7KAf5ulI1QkJmaSmGhO7XR/gkn1NH4umvLyfIBWMX8wsnvaxhC9C77esFBS0kg2bnyRNWseIStrNunpE+jXz/hTVlYWUVq6C4CEhBbjb7wRSIdxf++bxbBhpwPdj/v743REsvjCu5hzwmm+c8+ue4vb3/ptj8c0kxkjchk9MJNXvv7A9KwVu7OzeB/Tn1jAuX/sfj9gf8IQKj2NlkK1t+OxOT/ipimXcvd7j1PsySyzml8sX8onO801i2bG/B8SkZMwwj57gBsAlFJbROR1YCvQBCxSStk+DeL733/3yDeFgFB5/kCrVM/O8Nb8qajYR3h4JOPHL2L5cmNR9bTTfunR4iQiIp7KyiKUcuNyJbdqUelwRBEfP6QT4294vMnJ2fTrN7DbGT9t+V7muFbHjrBwnCHuYhUqbjl1HgCjBgxn2vCTqd8T/Kak3kpSTDynDj+ZrJQhR765C0SEj29aGiJVBnFR/SiuLuPrgm+IddqjTMgJaSNMLeoGJnr+SqkfKKXGKKXGKqUuUEp953ftfqVUplLqeKXUB2ZpCCXeFotmE3yqZ0suuX/Yp/P7Y2hoqKaiooC4uAxGj/4vRMLIyjqX9PSWyouRkUlUVRVRVrarldfvJSkpi5KSvHbnvZk+TmcsgwaND9r4H6ouY+WOdb688KvGn3/ErlpWMzwp3fSP8HanvyuOxy/5yVFvShMIO4r3kl+6n2VXP0RUhPVpnmCkoH6a94Wpz7Dvzpg+SvBhn5a6JG3DPh3h7/nHxQ2mX7+BXHHFRwwYMLrNfclUVBRSV1fGoEHt2+4lJo5gy5bX2p33ev6RkbFMmXKXr9FMT1m79z/c8/4S/nr1Ix32ibUTNy57AEdYOLdMm+dr59iXKSw/SGNzE8P6DwpqnFlP30xRxSHeuOo3jEwZGrSuXYcLeXrNXzkne4ot6voAzJ8wh+rG4F4rR0Ibf5shEvwOXy+BhX1ifAu+Q4ZMA+C4485od5/TmUx5+Xrq6krJyWm/2JqUlEVdXSk1NYdx+XXVavH849otBveEqcNO5NUfPMhgT5e1hz99iZKaCmbGWNd2rzNOO24c4WHhLP7HXyivq+L6jLOslmQZtY31zH7G+ITmLd/Qc0Kb+35G1gS++NGfTSud3BMe/ezPRDoiTG0nqY2/zfB6/j0p7Gb8nOG5hIVF4HQeOWYYGdkPpdw+z7/z+5J8lUI7Wvj2z/gxULhcyT7P33+NIBgSXXGtygPEOmNMLfkbDN6ewyenH09DcyPF31hbMMxKnI4ITh1+MscPCN5T/2DBH0KgqAWzeuQGw6xRU01/M7Lfb93HCXbB11vTPyYmJaDdgd7Knkq5Oy3MBobn78U/zdNL//4jACgsXMeyZZeRnJzNFVcs93n+kZGhS6Fbn7+F6oZapo/I5cYplwDYevOUd5FzVR82/mESxuOX/MRqGb2GYNpTBoo2/jYjFLV9ILB4v3F/S3ZDfHzXnr+Xjjz/xMTjEAljxYq7aG5u8OnwpnqGyvMHeOmL9yiqKGb6iPZrD3bi3g+fZv2+Ldw780bio82ry95b2FG8lzAJY0RycBUzz1x6E8VVpXx0w5JWLRg13UMbf5sR7IKvN1wUSLwfWjx/oMuwj9fzFwnr8D6Hw0l8/BDKyvYQG5vuSzdtWfANnfH72ZnziYk05uee95cQFeHk1IgRIRs/VEwZNpYhiQP5nw+WcEpGDme6jm6fYbsx90XD8w825h8b6aKYUlPr3vQFtPG3GaHI84fA0jyhpZUj0GXYJzLSMP7x8UN8b1BtGTPmChoba4iIiGb16gdRyk1DQyUOR3S36vgfCf968Cn9EolyREJDyIYPGd6ew5OGjiE6wsmeTTssVmQts0dNJSM+Nehx/jbfnpv6ehva+NuMYMM+3ph/dz3/8HBnl6GiyMgERMI6zPH3cvrpvwJg7drFKOWmrq6M+vrKkIZ8APZXHOLjvPWcNXKir7OXXWP+zW43o1KNOdtD3zb+D557i9USNH7oNo42I1Sef3dj/nFxGV1+jBYJJzk5m4EDTzrimN5n19QcoqGhMqCso+5QWF7MQ5+8yO7D9i4J9dSaNxn36PdZuWMde0u/O/IPaAJi+pIFnPjIPGob662W0qvRnr/NsCrm39Vir5drrlkdUApqW+MfykwfgDFpI/hs0TPEOmO44Y37GZkyhFOwru1eZ+Rm5HD9pIu4453HuPXUeWSSYLWkY4K0uGRKaytslZffG9HG32aEKtsn8Ji/Yfy7ivd7iY5ODGhMf+NvRtgn0hFBpKeeT2ZSBoPiUqAipI8ICacMHsVJ6cdz5siJJLni2fLFRqslHRO88oMHrJZwTKCNv83IybkUESE6uv+Rb+6AtLRxTJhwK8OHt9+l2xHeBd+uMn26i9f4V1cXU19fQWxscNv526KU4k9fvk9O6nB+fPpVgD1j/m7lprG5iZEpQwg7CnWhNJruoP9H2oyEhKFMntzzBg4ORxSzZi0O2Et3OuOZNOmHjB79Xz1+Zlvax/xD6/mLCEtWv85nIejhaiYfbPuciYuv5I9r3+JA5WGr5RwznPPUzZz4yDyrZfR6tOffxxERZs58NKRjRkS4cDiifGGfUMf8AT6+6UlckVHMffHHnJE1kWzst9kne8AwZmVPYcm/XiczOQMdoQ4Nj1zwQzZ913nPaE1gaOOvCTkigsuVQm2tOQu+gK/64thBI40ibwebQv6MYMlMzuDec27kukkXkRqbxJeFtu9Z1Cs4IS2TE9IyrZbR69HGX2MKLlcyVVUHaGysCXmqJ8AH33xOZV01Pz/rOgBWHVwV8mcES7PbTUNzE0MT02xZPEzTt9Exf40puFzJlJXtAUJb18fLiu1rWbZxZcjHDSVb9n/LtD/M53+XL6WirtpqORpNK7Q7ojEFlyuZ/PzVQGgrenr5zXm3IiKc8eSNzJ9wAenYowmHP4PiUxiTNoL3t63m+kkXWS1Ho2mFNv4aU3C5kn1du8zw/CPCHTQ2N3Fa5jgGJwzEXWm/RP/kmASenvs/FFeXMiguhXz0IqXGPmjjrzEF//ISZnj+m4p2smLHWn4842qiIiJZtW9VyJ8RLG7lpq6pgZSYRB3z19gOHfPXmIK/8TfD8887tI/XN6ykvK4q5GOHirLaKmY8sYD5r91Lk7vZajkaTSu0O6IxBbM9/4vGzOC0zHFc+Pwd3Dn9B8SH/AnBE+t0kRgdy7YDu5EQ953VaIJFG3+NKbT2/EOf6ikiRIRHMHvUNAYnDKTi0P6QPyNYIsIdvHf97ymrrSQ8TH/I1tgL/T9SYwr+VUXNCPscri5n6efLOC/nVMZlZId8/FBR3VBLv0j7ZSJpNNr4a0zB7LBPk7uZtzevIr/Ufh6/P2ctXcic53peq0mjMQsd9tGYgstl1NoRCe9xeequSI3tzwuX38eVf/m5r5+vXSmttV8aqkajjb/GFMLDI3E64xAJM63RdlxUDBePPZ1B8SkUFdgz62fNrS9Q12TDBsOaPo8O+2hMw+VKNiXk4+WNjSsY3n8QI1OGmvaMYKmsr6ax2X5F5zQa7flrTMPlSqahwTyP/It9WxmRbL/2jf6c/dQiohyRrLv9JaulaDSt0MZfYxoDBoylrq7EtPFvmjqXhcseZPaoaaY9I1h+PWsh0RH2XpPQ9E208deYxvnnP23q+GmxyVyZex6psf2pwJ5ZP+eP/p7VEjSaDtExf41piIhpi70AG4t2UF5XRXr8ANOeodEcq2jjr+m1FFUUs/m7PKtlaDS9Em38Nb2WoYlpbC/ey67DhVZL0Wh6Hdr4a3otmUkZ3DD5EhKjzUsn1WiOVfSCr6bXkpUyhKyUIVbL0Gh6JUF5/iIyV0S2iIhbRHLbXLtbRPJEZLuIzPQ7f47nXJ6I/DSY52s0Go2mZwQb9tkMXAz8w/+kiOQA84DRwDnAEyISLiLhwBJgFpADXO65V6PRaDRHkaDCPkqpbUBH6XxzgFeVUvXAbhHJAyZ4ruUppXZ5fu5Vz71bg9Gh0Wg0mu5hVsw/HVjrd1zgOQewr835iR0NICILgAUAqamprFq1qsdiqqqqgvp5s7G7PrC/RrvrA60xFNhdH/QOjRCA8ReRlcDADi7do5R6O/SSDJRSTwNPA+Tm5qrp06f3eKxVq1YRzM+bjd31gf012l0faI2hwO76oHdohACMv1LqzB6MWwj4V9zK8Jyji/MajUajOUqYlef/DjBPRJwiMhzIAv4NrAeyRGS4iERiLAq/Y5IGjUaj0XRCUDF/EbkI+AOQArwnIhuUUjOVUltE5HWMhdwmYJFSqtnzMzcDHwLhwHNKqS1B/QYajUaj6TbBZvv8DfhbJ9fuB+7v4Pz7wPvBPFej0Wg0wSFKKas1HBERKQb2BjFEMnAoRHLMwO76wP4a7a4PtMZQYHd9YC+NQ5VSKR1d6BXGP1hE5AulVO6R77QGu+sD+2u0uz7QGkOB3fVB79AIurCbRqPR9Em08ddoNJo+SF8x/ub2Ewweu+sD+2u0uz7QGkOB3fVB79DYN2L+Go1Go2lNX/H8NRqNRuOHNv4ajUbTBzmmjb8dG8eIyGAR+VREtnoa4dzmOd9fRFaIyE7Pv4kW6wwXka9F5F3P8XARWeeZy9c85Tms1JcgIstE5BsR2SYik+00hyLyQ8/fd7OIvCIiUVbPoYg8JyIHRWSz37kO50wMfu/RuklExlmo8WHP33mTiPxNRBL8rnXYNOpo6vO7doeIKBFJ9hxbMoeBcswafxs3jmkC7lBK5QCTgEUeXT8FPlZKZQEfe46t5DZgm9/xb4DHlFIjgFLgWktUtbAYWK6UygZOxNBqizkUkXTgViBXKXUCRimTeVg/hy9gNFfyp7M5m4VRkysLo7T6kxZqXAGcoJQaC+wA7obOm0ZZoA8RGQycDeT7nbZqDgNDKXVMfgGTgQ/9ju8G7rZaVwc63wbOArYDaZ5zacB2CzVlYBiC04F3AcHYsejoaG4t0BcP7MaTsOB33hZziNG7Yh/QH6OEyrvATDvMITAM2HykOQOeAi7v6L6jrbHNtYuAlz3ft3pNY9QMm2yFPmAZhhOyB0i2eg4D+TpmPX9aXoBe/BvK2AIRGQacDKwDUpVS33ku7QdSrdIF/A74MeD2HCcBZUqpJs+x1XM5HCgGnveEpv4oIjHYZA6VUoXAIxhe4HdAOfAl9ppDL53NmV1fP/OBDzzf20KjiMwBCpVSG9tcsoW+zjiWjb+tEZF+wJvA7UqpCv9rynATLMnBFZHzgINKqS+teH6AOIBxwJNKqZOBatqEeCyew0SM9qTDgUFADB2ECuyGlXMWCCJyD0bY9GWrtXgRERfwM+B/rdbSXY5l499VQxlLEZEIDMP/slLqr57TB0QkzXM9DThokbypwAUisgd4FSP0sxhIEBFvFVir57IAKFBKrfMcL8N4M7DLHJ4J7FZKFSulGoG/YsyrnebQS2dzZqvXj4hcDZwH/LfnTQrsoTET401+o+c1kwF8JSIDbaKvU45l42/LxjEiIsCzwDal1KN+l94BrvJ8fxXGWsBRRyl1t1IqQyk1DGPOPlFK/TfwKXCp1foAlFL7gX0icrzn1BkYvSNsMYcY4Z5JIuLy/L29+mwzh350NmfvAFd6MlYmAeV+4aGjioicgxGGvEApVeN3qbOmUUcNpdR/lFIDlFLDPK+ZAmCc5/+obeawQ6xedDDzC5iNkR3wLUbPYTtomobx0XoTsMHzNRsjrv4xsBNYCfS3gdbpwLue74/DeGHlAW8ATou1nQR84ZnHt4BEO80hcC/wDbAZ+BPgtHoOgVcw1iAaMYzUtZ3NGcYi/xLPa+c/GJlLVmnMw4ide18vS/3uv8ejcTswywp9ba7voWXB15I5DPRLl3fQaDSaPsixHPbRaDQaTSdo46/RaDR9EG38NRqNpg+ijb9Go9H0QbTx12g0mj6INv4ajUbTB9HGX6PRaPog/w+/Or1Txj3LyAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(sol7_oslo_qaoa_spsa[1][\"mean\"], linestyle=\":\", color=\"seagreen\", label=\"QAOA-Oslo-SPSA\")\n", + "plt.plot(sol7_oslo_qaoa_cobyla[1][\"mean\"], color=\"olive\", label=\"QAOA-Oslo-COBYLA\")\n", + "plt.grid()\n", + "plt.savefig(\"./Images/inset2.png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "afb940a6", + "metadata": {}, + "outputs": [], + "source": [ + "sol7 = {\"local_qaoa_cobyla\":sol7_local_qaoa_cobyla, \"local_vqe_cobyla\":sol7_local_vqe_cobyla,\n", + " \"local_qaoa_spsa\":sol7_local_qaoa_spsa, \"local_vqe_spsa\":sol7_local_vqe_spsa,\n", + " \"oslo_qaoa_cobyla\":sol7_oslo_qaoa_cobyla, \"oslo_qaoa_spsa\":sol7_oslo_qaoa_spsa,\n", + " \"lagos_vqe_spsa\":sol7_lagos_vqe_spsa, \"lagos_vqe_cobyla_mitig\":sol7_lagos_vqe_cobyla}\n", + "np.save(\"./Data/sol7.npy\", sol7)" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "227fdf9f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sol7 = [sol7_local_qaoa_cobyla, sol7_local_vqe_cobyla, sol7_local_qaoa_spsa, sol7_local_vqe_spsa]\n", + "q_alg = [\"QAOA\", \"VQE\"]\n", + "fig, ax = plt.subplots(3,2, figsize=(15,18))\n", + "ax[0,0].plot(sol7_local_qaoa_cobyla[1][\"mean\"], color=\"darkblue\", label=\"QAOA-COBYLA\")\n", + "ax[0,0].plot(sol7_local_qaoa_spsa[1][\"mean\"], linestyle=\"--\", color=\"lightcoral\", label=\"QAOA-SPSA\")\n", + "ax[0,0].plot(sol7_oslo_qaoa_spsa[1][\"mean\"], linestyle=\":\", color=\"seagreen\", label=\"QAOA-Oslo-SPSA\")\n", + "ax[0,0].plot(sol7_oslo_qaoa_cobyla[1][\"mean\"], color=\"olive\", label=\"QAOA-Oslo-COBYLA\")\n", + "\n", + "ax[0,1].plot(sol7_local_vqe_cobyla[1][\"mean\"], color=\"darkblue\", label=\"VQE-COBYLA\")\n", + "ax[0,1].plot(sol7_local_vqe_spsa[1][\"mean\"], linestyle=\"--\", color=\"lightcoral\", label=\"VQE-SPSA\")\n", + "ax[0,1].plot(sol7_lagos_vqe_spsa[1][\"mean\"], linestyle=\":\", color=\"seagreen\", label=\"VQE-Lagos-SPSA\")\n", + "ax[0,1].plot(sol7_lagos_vqe_spsa2[1][\"mean\"], linestyle=\"-.\", color=\"indigo\", label=\"VQE-Lagos-SPSA-Mitig\")\n", + "ax[0,1].plot(sol7_lagos_vqe_cobyla[1][\"mean\"], color=\"olive\", label=\"VQE-Lagos-COBYLA-Mitig\")\n", + "\n", + "for i in range(2):\n", + " ax[0,i].set_xlabel(\"Iterations\", fontsize=14)\n", + " ax[0,i].set_ylabel(\"Cost\", fontsize=14)\n", + " ax[0,i].legend()\n", + " ax[0,i].grid()\n", + " plt.sca(ax[1,i])\n", + " nx.draw(graph(sol7[i][0].variables_dict,solution_not_kept7), pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])\n", + " ax[1,i].set_title(f\"{q_alg[i]}-COBYLA\", fontsize=14)\n", + " plt.sca(ax[2,i])\n", + " nx.draw(graph(sol7[i+2][0].variables_dict,solution_not_kept7), pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])\n", + " ax[2,i].set_title(f\"{q_alg[i]}-SPSA\", fontsize=14)\n", + " \n", + "plt.savefig(\"./Images/Sol7Q.png\")" + ] + }, + { + "cell_type": "markdown", + "id": "b709da9d", + "metadata": {}, + "source": [ + "## Solution of the 15 variables with qiskit runtime on qasm_simulator\n", + "\n", + "For the case of 15 qubits, the solution includes only QAOA (with 3 layers repetitions) and VQE (with [TwoLocal ansatz](https://qiskit.org/documentation/stubs/qiskit.circuit.library.TwoLocal.html)) with the classic optimizer COBYLA. The results were obtained from qiskit runtime and the ideal simulator ibmq_qasm_simulator. As it is shown in the figure below the QAOA algorithm do not reach the solution while VQE can reach it. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "f0a77974", + "metadata": {}, + "outputs": [], + "source": [ + "num_1s = 5\n", + "num_0s = 10\n", + "random.seed(1)\n", + "keep_1s = random.sample(index_1s, num_1s)\n", + "keep_0s = random.sample(index_0s, num_0s)\n", + "sol_qubo = sol.variables_dict\n", + "solution_not_kept = {i:sol_qubo[i] for i in sol_qubo.keys() if i not in keep_1s + keep_0s} \n", + "\n", + "qubo_15vars = qubo_no_slack.substitute_variables(solution_not_kept)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "6056bb4c", + "metadata": {}, + "outputs": [], + "source": [ + "sol15_qasm_qaoa_cobyla = Optimization_QAOA(qubo_15vars, reps=3, local=False, backend=provider2.backend.ibmq_qasm_simulator,\n", + " provider=provider2, optimizer=COBYLA(maxiter=100))" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "23384d07", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "solution15_qaoa = sol15_qasm_qaoa_cobyla[0].variables_dict\n", + "G_sol15_qaoa = nx.Graph()\n", + "G_sol15_qaoa.add_nodes_from(range(n_companies))\n", + "for k, v in solution15_qaoa.items():\n", + " if v == 1:\n", + " nodes = k[2:].split(\"_\")\n", + " G_sol15_qaoa.add_edge(int(nodes[0]), int(nodes[1]))\n", + "for k, v in solution_not_kept.items():\n", + " if v == 1:\n", + " nodes = k[2:].split(\"_\")\n", + " G_sol15_qaoa.add_edge(int(nodes[0]), int(nodes[1]))\n", + "nx.draw(G_sol15_qaoa, pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e67b0b35", + "metadata": {}, + "outputs": [], + "source": [ + "sol15_qasm_qaoa_spsa = Optimization_QAOA(qubo_15vars, reps=3, local=False, backend=provider2.backend.ibmq_qasm_simulator,\n", + " provider=provider2, optimizer=SPSA(maxiter=25))" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "be240b70", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Evaluation: 1, Energy: -580.4372238659056, Std: 21.248365972542896'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 2, Energy: -570.4474989346885, Std: 22.567442443917827'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 3, Energy: -629.445819411282, Std: 20.198299006491634'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 4, Energy: -644.0342711305796, Std: 18.62195623091544'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 5, Energy: -559.9608195382825, Std: 21.015037406744145'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 6, Energy: -601.8525692437544, Std: 21.216848145426756'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 7, Energy: -583.8760375455167, Std: 21.708906395147256'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 8, Energy: -550.9704819443926, Std: 24.77726613021149'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 9, Energy: -613.2152546558499, Std: 22.40855702601374'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 10, Energy: -498.0799342514472, Std: 23.87542068731265'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 11, Energy: -561.8193217762555, Std: 21.479325502166354'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 12, Energy: -449.3050973753332, Std: 25.43904280649126'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 13, Energy: -577.3645927874339, Std: 20.827044648075198'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 14, Energy: -577.456804758038, Std: 22.414176614137162'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 15, Energy: -524.504643654027, Std: 23.2543429390218'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 16, Energy: -584.8529287257521, Std: 20.608672645600787'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 17, Energy: -611.0422325643189, Std: 21.014342026820596'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 18, Energy: -589.2245068446481, Std: 22.261314491782443'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 19, Energy: -607.865351326638, Std: 20.061879380976055'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 20, Energy: -589.9559869663308, Std: 20.401088172878993'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 21, Energy: -554.1500778207792, Std: 22.544478665192955'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 22, Energy: -565.0040747531388, Std: 20.229848579742864'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + 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+ { + "data": { + "text/plain": [ + "'Evaluation: 749, Energy: -1445.5152676128914, Std: 5.797002187215568'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Evaluation: 750, Energy: -1449.6588633784709, Std: 5.441292164486502'" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ansatz15 = TwoLocal(qubo_15vars.get_num_vars(), rotation_blocks='ry', entanglement_blocks='cz')\n", + "sol15_qasm_vqe_cobyla = Optimization_VQE(qubo_15vars,ansatz=ansatz15, local=False, backend=provider2.backend.ibmq_qasm_simulator,\n", + " provider=provider2, optimizer=COBYLA(maxiter=100))" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "id": "86a18cc7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "solution15_vqe = sol15_qasm_vqe_cobyla[0].variables_dict\n", + "G_sol15_vqe = nx.Graph()\n", + "G_sol15_vqe.add_nodes_from(range(n_companies))\n", + "for k, v in solution15_vqe.items():\n", + " if v == 1:\n", + " nodes = k[2:].split(\"_\")\n", + " G_sol15_vqe.add_edge(int(nodes[0]), int(nodes[1]))\n", + "for k, v in solution_not_kept.items():\n", + " if v == 1:\n", + " nodes = k[2:].split(\"_\")\n", + " G_sol15_vqe.add_edge(int(nodes[0]), int(nodes[1]))\n", + "nx.draw(G_sol15_vqe, pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "da63ac07", + "metadata": {}, + "outputs": [], + "source": [ + "sol15_qasm = {\"qaoa_cobyla\":sol15_qasm_qaoa_cobyla, \"vqe_cobyla\":sol15_qasm_vqe_cobyla}\n", + "np.save(\"./Data/sol15_qasm.npy\", sol15_qasm)" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "21d19048", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "solution15 = [G_sol15_qaoa, G_sol15_vqe]\n", + "fig, ax = plt.subplots(2,2, figsize=(15,10))\n", + "ax[0,0].plot(sol15_qasm_qaoa_cobyla[1][\"mean\"], color=\"darkblue\", label=\"QAOA-COBYLA\")\n", + "ax[0,1].plot(sol15_qasm_vqe_cobyla[1][\"mean\"], color=\"slateblue\", label=\"VQE-COBYLA\")\n", + "for i in range(2):\n", + " ax[0,i].grid()\n", + " ax[0,i].set_xlabel(\"Iterations\", fontsize=14)\n", + " ax[0,i].set_ylabel(\"Cost\", fontsize=14)\n", + " ax[0,i].legend()\n", + " plt.sca(ax[1,i])\n", + " nx.draw(solution15[i], pos=companies, with_labels=True, node_size=500,\n", + " edge_color=colors, width=1, font_color=\"white\",font_size=14,\n", + " node_color = [\"tab:red\"] + (n_companies-1)*[\"darkblue\"])\n", + "fig.savefig(\"./Images/Sol15Q.png\")" + ] + }, + { + "cell_type": "markdown", + "id": "251091df", + "metadata": {}, + "source": [ + "## Solution with 20 variables" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "fea00687", + "metadata": {}, + "outputs": [], + "source": [ + "num_1s = 8\n", + "num_0s = 12\n", + "random.seed(1)\n", + "keep_1s = random.sample(index_1s, num_1s)\n", + "keep_0s = random.sample(index_0s, num_0s)\n", + "sol_qubo = sol.variables_dict\n", + "solution_not_kept = {i:sol_qubo[i] for i in sol_qubo.keys() if i not in keep_1s + keep_0s} \n", + "\n", + "qubo_20vars = qubo_no_slack.substitute_variables(solution_not_kept)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c332f4de", + "metadata": {}, + "outputs": [], + "source": [ + "sol20_qasm_qaoa_cobyla_r1 = Optimization_QAOA(qubo_20vars, reps=1, local=False, backend=provider2.backend.ibmq_qasm_simulator,\n", + " provider=provider2, optimizer=COBYLA(maxiter=10))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "262621a9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Avocados", + "language": "python", + "name": "avocados" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Quantum-Supply-Chain-Manager/classical models/Classical_fair.ipynb b/Quantum-Supply-Chain-Manager/classical models/Classical_fair.ipynb new file mode 100644 index 0000000..c1ce744 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/classical models/Classical_fair.ipynb @@ -0,0 +1,828 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fair Model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the quantum models, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage.\n", + "\n", + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install --upgrade pip\n", + "# !pip uninstall tensorflow --y\n", + "# !pip install tensorflow" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In case you dont want to work with GPU uncommenr the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'\n", + "os.environ['CUDA_VISIBLE_DEVICES'] = '-1'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import the labraries as pandas to load the csv file, numpy for the seed, keras and tensorflow the framework for generate the machine learning methods as neurnal networks, and sklearn for the metrics." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# load csv file\n", + "import pandas as pd\n", + "\n", + "# numpy to the seed \n", + "import numpy as np\n", + "\n", + "# load csv fileframework to neural networks\n", + "import tensorflow as tf\n", + "\n", + "#Method forthe neural network\n", + "from keras.regularizers import l2\n", + "from keras.models import Sequential\n", + "from keras.layers import Dense, Dropout\n", + "\n", + "#save as image the model summary\n", + "from keras.utils.vis_utils import plot_model\n", + "\n", + "# librariesto plot\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline \n", + "import seaborn as sns\n", + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\", category=DeprecationWarning) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### Random seed for reproducibility\n", + "\n", + "In the same case of reproducing the code it is important to consider the numpy seed, for this purpose the following cell is used" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(123)\n", + "tf.random.set_seed(123)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For neuran networks is important to normalize and check the distribution of the variables for that exist the variable StandarScaler that \n", + " - Scaling by Normalization or min-max scaling\n", + " - Scaling by mean and standard deviation or standardization\n", + " \n", + "1. StandardScaler is a function used to standardize the data .\n", + "2. Standardized value for x is computed as (x-mean(column))/standard deviation(column). " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "scale = StandardScaler()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
StandardScaler()
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "StandardScaler()" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scale.fit(X_train)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Apply the StandardScaler to the train and test sets" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "X_train_std = scale.transform(X_train)\n", + "X_test_std = scale.transform(X_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check the values after that" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([-0.08878785, 0.99245064, -0.07217543, -0.12087906, -0.13114244,\n", + " -0.1312855 , -0.08861196, -0.08968266, -0.09519565, -0.10915324,\n", + " -0.07271837, -0.07898323, 0.27210453, 0.19214586, -0.09095412,\n", + " 0.3788279 ]),\n", + " 0)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train_std[1], y_train[1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The model \n", + "Using the same classicla model with a balance close to 50% for both classes." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-07-26 22:36:35.981185: E tensorflow/stream_executor/cuda/cuda_driver.cc:271] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = Sequential()\n", + "\n", + "model.add(Dense(25, input_dim=16, activation='relu', kernel_regularizer=l2(1e-6),kernel_initializer=\"glorot_normal\"))\n", + "model.add(Dropout(0.5))\n", + "model.add(Dense(8, activation='relu',kernel_regularizer=l2(1e-6), kernel_initializer=\"glorot_normal\"))\n", + "model.add(Dropout(0.5))\n", + "\n", + "model.add(Dense(1, activation='sigmoid',kernel_regularizer=l2(1e-6), kernel_initializer=\"glorot_normal\"))\n", + "\n", + "plot_model(model, to_file='model_plot.png', show_shapes=True, show_layer_names=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since they are unbalanced values, it is common to deal with the Area under the ROC Curve(AUC)\n", + "\n", + "this works using True Positive Rate and False Positive Rate, where they are defined as :\n", + "\n", + "- **True Positive Rate (TPR)** is a synonym for recall and is therefore defined as follows:\n", + "$$\n", + "T P R=\\frac{T P}{T P+F N}\n", + "$$\n", + "- **False Positive Rate (FPR)** is defined as follows:\n", + "$$\n", + "F P R=\\frac{F P}{F P+T N}\n", + "$$\n", + "\n", + "metric instead of accuracy, therefore both were selected to train the model with the Adam optimizer. Using binary crossentropy because is a binary classification \n", + "\n", + "$$\\operatorname{Loss}=-\\frac{1}{\\begin{array}{c}\n", + "\\text { output } \\\\\n", + "\\text { size }\n", + "\\end{array}} \\sum_{i=1}^{\\substack{\\text { output } \\\\\n", + "\\text { size }}} y_{i} \\cdot \\log \\hat{y}_{i}+\\left(1-y_{i}\\right) \\cdot \\log \\left(1-\\hat{y}_{i}\\right).\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Compile model\n", + "auc = tf.keras.metrics.AUC()\n", + "model.compile(loss='binary_crossentropy', optimizer=\"Adam\", metrics=['accuracy',auc])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Using 100 epochs a batch size of 32, with a validation split of 0.2 of the train data" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/100\n", + "50/50 [==============================] - 1s 5ms/step - loss: 0.7900 - accuracy: 0.5556 - auc: 0.4721 - val_loss: 0.7819 - val_accuracy: 0.3125 - val_auc: 0.0000e+00\n", + "Epoch 2/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.7510 - accuracy: 0.5788 - auc: 0.5012 - val_loss: 0.7884 - val_accuracy: 0.2550 - val_auc: 0.0000e+00\n", + "Epoch 3/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.7148 - accuracy: 0.6056 - auc: 0.5008 - val_loss: 0.7906 - val_accuracy: 0.2450 - val_auc: 0.0000e+00\n", + "Epoch 4/100\n", + "50/50 [==============================] - 0s 925us/step - loss: 0.6828 - accuracy: 0.6181 - auc: 0.5406 - val_loss: 0.8101 - val_accuracy: 0.2175 - val_auc: 0.0000e+00\n", + "Epoch 5/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6929 - accuracy: 0.6156 - auc: 0.5438 - val_loss: 0.8379 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 6/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.7060 - accuracy: 0.6194 - auc: 0.5278 - val_loss: 0.8362 - val_accuracy: 0.1750 - val_auc: 0.0000e+00\n", + "Epoch 7/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6739 - accuracy: 0.6356 - auc: 0.5729 - val_loss: 0.8541 - val_accuracy: 0.1700 - val_auc: 0.0000e+00\n", + "Epoch 8/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6793 - accuracy: 0.6319 - auc: 0.5484 - val_loss: 0.8561 - val_accuracy: 0.1625 - val_auc: 0.0000e+00\n", + "Epoch 9/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6903 - accuracy: 0.6356 - auc: 0.5396 - val_loss: 0.8589 - val_accuracy: 0.1550 - val_auc: 0.0000e+00\n", + "Epoch 10/100\n", + "50/50 [==============================] - 0s 985us/step - loss: 0.6735 - accuracy: 0.6294 - auc: 0.5527 - val_loss: 0.8655 - val_accuracy: 0.1400 - val_auc: 0.0000e+00\n", + "Epoch 11/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6720 - accuracy: 0.6381 - auc: 0.5636 - val_loss: 0.8764 - val_accuracy: 0.1225 - val_auc: 0.0000e+00\n", + "Epoch 12/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6583 - accuracy: 0.6269 - auc: 0.5681 - val_loss: 0.8830 - val_accuracy: 0.1125 - val_auc: 0.0000e+00\n", + "Epoch 13/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6693 - accuracy: 0.6344 - auc: 0.5895 - val_loss: 0.8937 - val_accuracy: 0.1150 - val_auc: 0.0000e+00\n", + "Epoch 14/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6545 - accuracy: 0.6419 - auc: 0.5780 - val_loss: 0.8968 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 15/100\n", + "50/50 [==============================] - 0s 931us/step - loss: 0.6616 - accuracy: 0.6369 - auc: 0.5757 - val_loss: 0.8906 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 16/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6418 - accuracy: 0.6494 - auc: 0.5974 - val_loss: 0.8928 - val_accuracy: 0.1175 - val_auc: 0.0000e+00\n", + "Epoch 17/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6547 - accuracy: 0.6300 - auc: 0.5886 - val_loss: 0.9022 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 18/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6508 - accuracy: 0.6406 - auc: 0.5902 - val_loss: 0.9179 - val_accuracy: 0.0900 - val_auc: 0.0000e+00\n", + "Epoch 19/100\n", + "50/50 [==============================] - 0s 939us/step - loss: 0.6498 - accuracy: 0.6456 - auc: 0.5855 - val_loss: 0.9025 - val_accuracy: 0.1025 - val_auc: 0.0000e+00\n", + "Epoch 20/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6466 - accuracy: 0.6356 - auc: 0.6081 - val_loss: 0.9184 - val_accuracy: 0.1025 - val_auc: 0.0000e+00\n", + "Epoch 21/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6414 - accuracy: 0.6463 - auc: 0.6011 - val_loss: 0.9119 - val_accuracy: 0.1050 - val_auc: 0.0000e+00\n", + "Epoch 22/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6445 - accuracy: 0.6338 - auc: 0.6216 - val_loss: 0.9223 - val_accuracy: 0.1075 - val_auc: 0.0000e+00\n", + "Epoch 23/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6397 - accuracy: 0.6456 - auc: 0.6131 - val_loss: 0.9237 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 24/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6402 - accuracy: 0.6388 - auc: 0.6138 - val_loss: 0.9288 - val_accuracy: 0.1175 - val_auc: 0.0000e+00\n", + "Epoch 25/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6430 - accuracy: 0.6419 - auc: 0.6146 - val_loss: 0.9257 - val_accuracy: 0.1200 - val_auc: 0.0000e+00\n", + "Epoch 26/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6376 - accuracy: 0.6431 - auc: 0.6155 - val_loss: 0.9242 - val_accuracy: 0.1200 - val_auc: 0.0000e+00\n", + "Epoch 27/100\n", + "50/50 [==============================] - 0s 984us/step - loss: 0.6414 - accuracy: 0.6381 - auc: 0.6245 - val_loss: 0.9246 - val_accuracy: 0.1250 - val_auc: 0.0000e+00\n", + "Epoch 28/100\n", + "50/50 [==============================] - 0s 921us/step - loss: 0.6313 - accuracy: 0.6525 - auc: 0.6421 - val_loss: 0.9392 - val_accuracy: 0.1050 - val_auc: 0.0000e+00\n", + "Epoch 29/100\n", + "50/50 [==============================] - 0s 971us/step - loss: 0.6321 - accuracy: 0.6438 - auc: 0.6332 - val_loss: 0.9407 - val_accuracy: 0.1200 - val_auc: 0.0000e+00\n", + "Epoch 30/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6452 - accuracy: 0.6425 - auc: 0.6086 - val_loss: 0.9394 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 31/100\n", + "50/50 [==============================] - 0s 852us/step - loss: 0.6378 - accuracy: 0.6469 - auc: 0.6224 - val_loss: 0.9324 - val_accuracy: 0.0975 - val_auc: 0.0000e+00\n", + "Epoch 32/100\n", + "50/50 [==============================] - 0s 941us/step - loss: 0.6303 - accuracy: 0.6500 - auc: 0.6382 - val_loss: 0.9405 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 33/100\n", + "50/50 [==============================] - 0s 949us/step - loss: 0.6330 - accuracy: 0.6475 - auc: 0.6408 - val_loss: 0.9412 - val_accuracy: 0.1250 - val_auc: 0.0000e+00\n", + "Epoch 34/100\n", + "50/50 [==============================] - 0s 968us/step - loss: 0.6406 - accuracy: 0.6369 - auc: 0.6385 - val_loss: 0.9325 - val_accuracy: 0.1225 - val_auc: 0.0000e+00\n", + "Epoch 35/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6299 - accuracy: 0.6469 - auc: 0.6475 - val_loss: 0.9308 - val_accuracy: 0.1325 - val_auc: 0.0000e+00\n", + "Epoch 36/100\n", + "50/50 [==============================] - 0s 937us/step - loss: 0.6308 - accuracy: 0.6406 - auc: 0.6420 - val_loss: 0.9450 - val_accuracy: 0.1100 - val_auc: 0.0000e+00\n", + "Epoch 37/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6337 - accuracy: 0.6494 - auc: 0.6395 - val_loss: 0.9366 - val_accuracy: 0.1125 - val_auc: 0.0000e+00\n", + "Epoch 38/100\n", + "50/50 [==============================] - 0s 977us/step - loss: 0.6381 - accuracy: 0.6388 - auc: 0.6302 - val_loss: 0.9399 - val_accuracy: 0.1000 - val_auc: 0.0000e+00\n", + "Epoch 39/100\n", + "50/50 [==============================] - 0s 996us/step - loss: 0.6338 - accuracy: 0.6419 - auc: 0.6477 - val_loss: 0.9522 - val_accuracy: 0.0725 - val_auc: 0.0000e+00\n", + "Epoch 40/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6321 - accuracy: 0.6506 - auc: 0.6314 - val_loss: 0.9572 - val_accuracy: 0.0775 - val_auc: 0.0000e+00\n", + "Epoch 41/100\n", + "50/50 [==============================] - 0s 942us/step - loss: 0.6328 - accuracy: 0.6375 - auc: 0.6317 - val_loss: 0.9386 - val_accuracy: 0.1050 - val_auc: 0.0000e+00\n", + "Epoch 42/100\n", + "50/50 [==============================] - 0s 974us/step - loss: 0.6275 - accuracy: 0.6494 - auc: 0.6513 - val_loss: 0.9338 - val_accuracy: 0.1125 - val_auc: 0.0000e+00\n", + "Epoch 43/100\n", + "50/50 [==============================] - 0s 881us/step - loss: 0.6296 - accuracy: 0.6394 - auc: 0.6471 - val_loss: 0.9417 - val_accuracy: 0.1250 - val_auc: 0.0000e+00\n", + "Epoch 44/100\n", + "50/50 [==============================] - 0s 916us/step - loss: 0.6283 - accuracy: 0.6406 - auc: 0.6440 - val_loss: 0.9506 - val_accuracy: 0.1450 - val_auc: 0.0000e+00\n", + "Epoch 45/100\n", + "50/50 [==============================] - 0s 971us/step - loss: 0.6229 - accuracy: 0.6538 - auc: 0.6487 - val_loss: 0.9303 - val_accuracy: 0.1750 - val_auc: 0.0000e+00\n", + "Epoch 46/100\n", + "50/50 [==============================] - 0s 920us/step - loss: 0.6324 - accuracy: 0.6538 - auc: 0.6379 - val_loss: 0.9146 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 47/100\n", + "50/50 [==============================] - 0s 943us/step - loss: 0.6226 - accuracy: 0.6525 - auc: 0.6539 - val_loss: 0.9226 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 48/100\n", + "50/50 [==============================] - 0s 883us/step - loss: 0.6185 - accuracy: 0.6519 - auc: 0.6671 - val_loss: 0.9242 - val_accuracy: 0.1925 - val_auc: 0.0000e+00\n", + "Epoch 49/100\n", + "50/50 [==============================] - 0s 987us/step - loss: 0.6222 - accuracy: 0.6650 - auc: 0.6532 - val_loss: 0.9066 - val_accuracy: 0.1925 - val_auc: 0.0000e+00\n", + "Epoch 50/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6307 - accuracy: 0.6406 - auc: 0.6424 - val_loss: 0.9126 - val_accuracy: 0.1875 - val_auc: 0.0000e+00\n", + "Epoch 51/100\n", + "50/50 [==============================] - 0s 984us/step - loss: 0.6216 - accuracy: 0.6594 - auc: 0.6551 - val_loss: 0.9318 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 52/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6218 - accuracy: 0.6500 - auc: 0.6575 - val_loss: 0.9431 - val_accuracy: 0.1675 - val_auc: 0.0000e+00\n", + "Epoch 53/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6258 - accuracy: 0.6569 - auc: 0.6468 - val_loss: 0.9201 - val_accuracy: 0.1725 - val_auc: 0.0000e+00\n", + "Epoch 54/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6268 - accuracy: 0.6513 - auc: 0.6483 - val_loss: 0.9188 - val_accuracy: 0.1725 - val_auc: 0.0000e+00\n", + "Epoch 55/100\n", + "50/50 [==============================] - 0s 924us/step - loss: 0.6269 - accuracy: 0.6450 - auc: 0.6560 - val_loss: 0.9255 - val_accuracy: 0.1575 - val_auc: 0.0000e+00\n", + "Epoch 56/100\n", + "50/50 [==============================] - 0s 993us/step - loss: 0.6154 - accuracy: 0.6637 - auc: 0.6645 - val_loss: 0.9294 - val_accuracy: 0.1750 - val_auc: 0.0000e+00\n", + "Epoch 57/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6202 - 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0.2100 - val_auc: 0.0000e+00\n", + "Epoch 68/100\n", + "50/50 [==============================] - 0s 891us/step - loss: 0.6067 - accuracy: 0.6600 - auc: 0.6927 - val_loss: 0.8971 - val_accuracy: 0.2025 - val_auc: 0.0000e+00\n", + "Epoch 69/100\n", + "50/50 [==============================] - 0s 999us/step - loss: 0.6168 - accuracy: 0.6531 - auc: 0.6624 - val_loss: 0.9056 - val_accuracy: 0.2025 - val_auc: 0.0000e+00\n", + "Epoch 70/100\n", + "50/50 [==============================] - 0s 955us/step - loss: 0.6119 - accuracy: 0.6488 - auc: 0.6794 - val_loss: 0.9053 - val_accuracy: 0.1950 - val_auc: 0.0000e+00\n", + "Epoch 71/100\n", + "50/50 [==============================] - 0s 964us/step - loss: 0.6074 - accuracy: 0.6644 - auc: 0.6822 - val_loss: 0.9026 - val_accuracy: 0.1975 - val_auc: 0.0000e+00\n", + "Epoch 72/100\n", + "50/50 [==============================] - 0s 972us/step - loss: 0.6141 - accuracy: 0.6594 - auc: 0.6694 - val_loss: 0.9244 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 73/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6055 - accuracy: 0.6550 - auc: 0.6794 - val_loss: 0.9116 - val_accuracy: 0.1950 - val_auc: 0.0000e+00\n", + "Epoch 74/100\n", + "50/50 [==============================] - 0s 928us/step - loss: 0.6060 - accuracy: 0.6650 - auc: 0.6859 - val_loss: 0.9100 - val_accuracy: 0.2125 - val_auc: 0.0000e+00\n", + "Epoch 75/100\n", + "50/50 [==============================] - 0s 985us/step - loss: 0.6077 - accuracy: 0.6619 - auc: 0.6841 - val_loss: 0.9043 - val_accuracy: 0.2175 - val_auc: 0.0000e+00\n", + "Epoch 76/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5996 - accuracy: 0.6706 - auc: 0.6940 - val_loss: 0.8941 - val_accuracy: 0.2125 - val_auc: 0.0000e+00\n", + "Epoch 77/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6099 - accuracy: 0.6562 - auc: 0.6836 - val_loss: 0.9068 - val_accuracy: 0.2050 - val_auc: 0.0000e+00\n", + "Epoch 78/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6037 - accuracy: 0.6631 - auc: 0.6994 - val_loss: 0.9070 - val_accuracy: 0.2100 - val_auc: 0.0000e+00\n", + "Epoch 79/100\n", + "50/50 [==============================] - 0s 918us/step - loss: 0.6056 - accuracy: 0.6662 - auc: 0.6879 - val_loss: 0.9047 - val_accuracy: 0.2150 - val_auc: 0.0000e+00\n", + "Epoch 80/100\n", + "50/50 [==============================] - 0s 979us/step - loss: 0.6007 - accuracy: 0.6612 - auc: 0.6960 - val_loss: 0.8826 - val_accuracy: 0.2075 - val_auc: 0.0000e+00\n", + "Epoch 81/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5941 - accuracy: 0.6619 - auc: 0.7098 - val_loss: 0.8903 - val_accuracy: 0.2075 - val_auc: 0.0000e+00\n", + "Epoch 82/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.6027 - accuracy: 0.6625 - auc: 0.6920 - val_loss: 0.8758 - val_accuracy: 0.2050 - val_auc: 0.0000e+00\n", + "Epoch 83/100\n", + "50/50 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0s 1ms/step - loss: 0.5970 - accuracy: 0.6769 - auc: 0.6915 - val_loss: 0.8696 - val_accuracy: 0.2200 - val_auc: 0.0000e+00\n", + "Epoch 89/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5965 - accuracy: 0.6769 - auc: 0.7089 - val_loss: 0.8699 - val_accuracy: 0.2275 - val_auc: 0.0000e+00\n", + "Epoch 90/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5909 - accuracy: 0.6744 - auc: 0.7120 - val_loss: 0.8797 - val_accuracy: 0.2250 - val_auc: 0.0000e+00\n", + "Epoch 91/100\n", + "50/50 [==============================] - 0s 967us/step - loss: 0.5919 - accuracy: 0.6662 - auc: 0.7109 - val_loss: 0.8753 - val_accuracy: 0.2275 - val_auc: 0.0000e+00\n", + "Epoch 92/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5972 - accuracy: 0.6650 - auc: 0.7005 - val_loss: 0.8778 - val_accuracy: 0.2175 - val_auc: 0.0000e+00\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 93/100\n", + "50/50 [==============================] - 0s 859us/step - loss: 0.5982 - accuracy: 0.6587 - auc: 0.7104 - val_loss: 0.8648 - val_accuracy: 0.2225 - val_auc: 0.0000e+00\n", + "Epoch 94/100\n", + "50/50 [==============================] - 0s 900us/step - loss: 0.5874 - accuracy: 0.6781 - auc: 0.7151 - val_loss: 0.8816 - val_accuracy: 0.2300 - val_auc: 0.0000e+00\n", + "Epoch 95/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5781 - accuracy: 0.6869 - auc: 0.7294 - val_loss: 0.8404 - val_accuracy: 0.2350 - val_auc: 0.0000e+00\n", + "Epoch 96/100\n", + "50/50 [==============================] - 0s 979us/step - loss: 0.5816 - accuracy: 0.6706 - auc: 0.7241 - val_loss: 0.8642 - val_accuracy: 0.2375 - val_auc: 0.0000e+00\n", + "Epoch 97/100\n", + "50/50 [==============================] - 0s 938us/step - loss: 0.5828 - accuracy: 0.6781 - auc: 0.7192 - val_loss: 0.8466 - val_accuracy: 0.2425 - val_auc: 0.0000e+00\n", + "Epoch 98/100\n", + "50/50 [==============================] - 0s 912us/step - loss: 0.5835 - accuracy: 0.6850 - auc: 0.7225 - val_loss: 0.8818 - val_accuracy: 0.2725 - val_auc: 0.0000e+00\n", + "Epoch 99/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5849 - accuracy: 0.6819 - auc: 0.7170 - val_loss: 0.8112 - val_accuracy: 0.3275 - val_auc: 0.0000e+00\n", + "Epoch 100/100\n", + "50/50 [==============================] - 0s 1ms/step - loss: 0.5854 - accuracy: 0.6744 - auc: 0.7210 - val_loss: 0.8544 - val_accuracy: 0.2550 - val_auc: 0.0000e+00\n" + ] + } + ], + "source": [ + "model_history = model.fit(X_train_std, y_train, epochs=100,\n", + " batch_size=32, \n", + " validation_split=0.2, shuffle=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Predictions\n", + "\n", + "After that we used the predictions of the train and test set" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "train_pred = model.predict(X_train_std)\n", + "test_pred = model.predict(X_test_std)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "to convert the predict values into the classes was designed an condition that looks as " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "y_train_pred = (model.predict(X_train_std) > 0.5).astype(\"int32\")\n", + "y_test_pred = (model.predict(X_test_std) > 0.5).astype(\"int32\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Getting evaluation metrics and evaluating model performance\n", + "\n", + "Using different metrics as \n", + "\n", + "- accuracy\n", + "- precision\n", + "- recall\n", + "- f1 score\n", + "- cohen_kappa\n", + "- roc_auc\n", + "\n", + "\n", + "The results of the train are important to check the F1 score and ROC AUC, they are \n", + "\n", + "- F1 score: 0.413999\n", + "- ROC AUC: 0.606500\n", + "\n", + "they are worst with respect the imbalance but good to comapre with a quantum model" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.606500\n", + "Precision: 0.810496\n", + "Recall: 0.278000\n", + "F1 score: 0.413999\n", + "Cohens kappa: 0.213000\n", + "ROC AUC: 0.606500\n", + "[[935 65]\n", + " [722 278]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "accuracy = accuracy_score(y_train, y_train_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_train, y_train_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_train, y_train_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_train, y_train_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_train, y_train_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_train, y_train_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "train_matrix = confusion_matrix(y_train, y_train_pred)\n", + "print(train_matrix)\n", + "ax = sns.heatmap(train_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The results of the test are important to check the F1 score and ROC AUC, they are \n", + "\n", + "- F1 score: 0.338028\n", + "- ROC AUC: 0.598467\n", + "\n", + "they are worst with respect the imbalance but good to comapre with a quantum model" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.809222\n", + "Precision: 0.464396\n", + "Recall: 0.265722\n", + "F1 score: 0.338028\n", + "Cohens kappa: 0.236103\n", + "ROC AUC: 0.598467\n", + "[[4684 346]\n", + " [ 829 300]]\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Quantum-Supply-Chain-Manager/classical models/Classical_model.ipynb b/Quantum-Supply-Chain-Manager/classical models/Classical_model.ipynb new file mode 100644 index 0000000..105742a --- /dev/null +++ b/Quantum-Supply-Chain-Manager/classical models/Classical_model.ipynb @@ -0,0 +1,828 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Classical Model\n", + "\n", + "The classical model is designed from the data set that was made in the data analysis section, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage.\n", + "\n", + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install --upgrade pip\n", + "# !pip uninstall tensorflow --y\n", + "# !pip install tensorflow" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In case you dont want to work with GPU uncommenr the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#import os\n", + "#os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'\n", + "#os.environ['CUDA_VISIBLE_DEVICES'] = '-1'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import the labraries as pandas to load the csv file, numpy for the seed, keras and tensorflow the framework for generate the machine learning methods as neurnal networks, and sklearn for the metrics." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# load csv file\n", + "import pandas as pd\n", + "\n", + "# numpy to the seed \n", + "import numpy as np\n", + "\n", + "# load csv fileframework to neural networks\n", + "import tensorflow as tf\n", + "\n", + "#Method forthe neural network\n", + "from keras.regularizers import l2\n", + "from keras.models import Sequential\n", + "from keras.layers import Dense, Dropout\n", + "\n", + "#save as image the model summary\n", + "from keras.utils.vis_utils import plot_model\n", + "\n", + "# librariesto plot\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline \n", + "import seaborn as sns\n", + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\", category=DeprecationWarning) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(((20164, 16), (20164,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"classic_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "###### Random seed for reproducibility\n", + "\n", + "In the same case of reproducing the code it is important to consider the numpy seed, for this purpose the following cell is used" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "np.random.seed(123)\n", + "tf.random.set_seed(123)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For neuran networks is important to normalize and check the distribution of the variables for that exist the variable StandarScaler that \n", + " - Scaling by Normalization or min-max scaling\n", + " - Scaling by mean and standard deviation or standardization\n", + " \n", + "1. StandardScaler is a function used to standardize the data .\n", + "2. Standardized value for x is computed as (x-mean(column))/standard deviation(column). " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "scale = StandardScaler()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
StandardScaler()
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "StandardScaler()" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scale.fit(X_train)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Apply the StandardScaler to the train and test sets" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "X_train_std = scale.transform(X_train)\n", + "X_test_std = scale.transform(X_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check the values after that" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([-0.05809688, 0.9007084 , -0.05940273, -0.08941685, -0.09168696,\n", + " -0.09086958, -0.0999199 , -0.10131375, -0.0994877 , -0.10213846,\n", + " -0.101395 , -0.0780332 , 0.27081242, 0.1817839 , -0.05455819,\n", + " 0.39386915]),\n", + " 0)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train_std[1], y_train[1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The model \n", + "After providing different layers, from 5 to 3, from 30 to 25 initial layer with 16 parameters out of the 21 initial ones, and the activation functions relu, sigmoid, tanh the following model was considered as the one with the best accuracy, precision,auc, and recall." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-07-26 22:21:19.396826: E tensorflow/stream_executor/cuda/cuda_driver.cc:271] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = Sequential()\n", + "\n", + "model.add(Dense(25, input_dim=16, activation='relu', kernel_regularizer=l2(1e-6),kernel_initializer=\"glorot_normal\"))\n", + "model.add(Dropout(0.5))\n", + "model.add(Dense(8, activation='relu',kernel_regularizer=l2(1e-6), kernel_initializer=\"glorot_normal\"))\n", + "model.add(Dropout(0.5))\n", + "\n", + "model.add(Dense(1, activation='sigmoid',kernel_regularizer=l2(1e-6), kernel_initializer=\"glorot_normal\"))\n", + "\n", + "plot_model(model, to_file='model_plot.png', show_shapes=True, show_layer_names=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since they are unbalanced values, it is common to deal with the Area under the ROC Curve(AUC)\n", + "\n", + "this works using True Positive Rate and False Positive Rate, where they are defined as :\n", + "\n", + "- **True Positive Rate (TPR)** is a synonym for recall and is therefore defined as follows:\n", + "$$\n", + "T P R=\\frac{T P}{T P+F N}\n", + "$$\n", + "- **False Positive Rate (FPR)** is defined as follows:\n", + "$$\n", + "F P R=\\frac{F P}{F P+T N}\n", + "$$\n", + "\n", + "metric instead of accuracy, therefore both were selected to train the model with the Adam optimizer. Using binary crossentropy because is a binary classification \n", + "\n", + "$$\\operatorname{Loss}=-\\frac{1}{\\begin{array}{c}\n", + "\\text { output } \\\\\n", + "\\text { size }\n", + "\\end{array}} \\sum_{i=1}^{\\substack{\\text { output } \\\\\n", + "\\text { size }}} y_{i} \\cdot \\log \\hat{y}_{i}+\\left(1-y_{i}\\right) \\cdot \\log \\left(1-\\hat{y}_{i}\\right).\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Compile model\n", + "auc = tf.keras.metrics.AUC()\n", + "model.compile(loss='binary_crossentropy', optimizer=\"Adam\", metrics=['accuracy',auc])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Using 100 epochs a batch size of 32, with a validation split of 0.2 of the train data" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/100\n", + "505/505 [==============================] - 1s 1ms/step - loss: 0.6919 - accuracy: 0.6124 - auc: 0.5360 - val_loss: 0.8783 - val_accuracy: 0.1009 - val_auc: 0.0000e+00\n", + "Epoch 2/100\n", + "505/505 [==============================] - 0s 867us/step - loss: 0.6591 - accuracy: 0.6317 - auc: 0.5755 - val_loss: 0.8877 - val_accuracy: 0.0955 - val_auc: 0.0000e+00\n", + "Epoch 3/100\n", + "505/505 [==============================] - 0s 811us/step - loss: 0.6516 - accuracy: 0.6308 - auc: 0.5905 - val_loss: 0.9018 - val_accuracy: 0.1022 - val_auc: 0.0000e+00\n", + "Epoch 4/100\n", + "505/505 [==============================] - 0s 799us/step - loss: 0.6470 - accuracy: 0.6327 - auc: 0.6130 - val_loss: 0.9335 - val_accuracy: 0.1039 - val_auc: 0.0000e+00\n", + "Epoch 5/100\n", + "505/505 [==============================] - 0s 801us/step - loss: 0.6457 - accuracy: 0.6353 - auc: 0.6178 - val_loss: 0.9209 - val_accuracy: 0.1084 - val_auc: 0.0000e+00\n", + "Epoch 6/100\n", + "505/505 [==============================] - 0s 763us/step - loss: 0.6366 - accuracy: 0.6386 - auc: 0.6353 - val_loss: 0.9070 - val_accuracy: 0.1589 - val_auc: 0.0000e+00\n", + "Epoch 7/100\n", + "505/505 [==============================] - 0s 727us/step - loss: 0.6352 - accuracy: 0.6391 - auc: 0.6432 - val_loss: 0.9160 - val_accuracy: 0.1575 - val_auc: 0.0000e+00\n", + "Epoch 8/100\n", + "505/505 [==============================] - 0s 796us/step - loss: 0.6325 - accuracy: 0.6457 - auc: 0.6533 - val_loss: 0.9010 - val_accuracy: 0.1800 - val_auc: 0.0000e+00\n", + "Epoch 9/100\n", + "505/505 [==============================] - 0s 891us/step - loss: 0.6303 - accuracy: 0.6486 - auc: 0.6643 - val_loss: 0.8253 - val_accuracy: 0.2232 - val_auc: 0.0000e+00\n", + "Epoch 10/100\n", + "505/505 [==============================] - 0s 829us/step - loss: 0.6236 - accuracy: 0.6520 - auc: 0.6747 - val_loss: 0.8584 - val_accuracy: 0.2249 - val_auc: 0.0000e+00\n", + "Epoch 11/100\n", + "505/505 [==============================] - 0s 838us/step - loss: 0.6162 - accuracy: 0.6551 - auc: 0.6837 - val_loss: 0.8741 - val_accuracy: 0.2361 - val_auc: 0.0000e+00\n", + "Epoch 12/100\n", + "505/505 [==============================] - 0s 881us/step - loss: 0.6103 - accuracy: 0.6588 - auc: 0.6921 - val_loss: 0.8546 - val_accuracy: 0.2628 - val_auc: 0.0000e+00\n", + "Epoch 13/100\n", + "505/505 [==============================] - 0s 833us/step - loss: 0.6044 - accuracy: 0.6664 - auc: 0.7032 - val_loss: 0.8413 - val_accuracy: 0.3360 - val_auc: 0.0000e+00\n", + "Epoch 14/100\n", + "505/505 [==============================] - 0s 823us/step - loss: 0.5955 - accuracy: 0.6700 - auc: 0.7169 - val_loss: 0.7863 - val_accuracy: 0.4076 - val_auc: 0.0000e+00\n", + "Epoch 15/100\n", + "505/505 [==============================] - 0s 748us/step - loss: 0.5927 - accuracy: 0.6792 - auc: 0.7277 - val_loss: 0.8379 - val_accuracy: 0.3509 - val_auc: 0.0000e+00\n", + "Epoch 16/100\n", + "505/505 [==============================] - 0s 837us/step - loss: 0.5940 - accuracy: 0.6820 - auc: 0.7372 - val_loss: 0.7819 - val_accuracy: 0.3873 - val_auc: 0.0000e+00\n", + "Epoch 17/100\n", + "505/505 [==============================] - 0s 825us/step - loss: 0.5775 - accuracy: 0.6898 - auc: 0.7448 - val_loss: 0.7299 - val_accuracy: 0.4724 - val_auc: 0.0000e+00\n", + "Epoch 18/100\n", + "505/505 [==============================] - 0s 771us/step - loss: 0.5729 - accuracy: 0.6981 - auc: 0.7588 - val_loss: 0.7222 - val_accuracy: 0.4957 - val_auc: 0.0000e+00\n", + "Epoch 19/100\n", + "505/505 [==============================] - 0s 877us/step - loss: 0.5666 - accuracy: 0.7026 - auc: 0.7650 - val_loss: 0.7878 - val_accuracy: 0.4255 - val_auc: 0.0000e+00\n", + "Epoch 20/100\n", + "505/505 [==============================] - 0s 806us/step - loss: 0.5566 - accuracy: 0.7166 - auc: 0.7749 - val_loss: 0.7758 - val_accuracy: 0.4533 - val_auc: 0.0000e+00\n", + "Epoch 21/100\n", + "505/505 [==============================] - 0s 795us/step - loss: 0.5555 - accuracy: 0.7151 - auc: 0.7773 - val_loss: 0.6697 - val_accuracy: 0.6229 - val_auc: 0.0000e+00\n", + "Epoch 22/100\n", + "505/505 [==============================] - 0s 819us/step - loss: 0.5482 - accuracy: 0.7171 - auc: 0.7844 - val_loss: 0.8313 - val_accuracy: 0.4131 - val_auc: 0.0000e+00\n", + "Epoch 23/100\n", + "505/505 [==============================] - 0s 846us/step - loss: 0.5461 - accuracy: 0.7226 - auc: 0.7897 - val_loss: 0.6877 - val_accuracy: 0.5762 - val_auc: 0.0000e+00\n", + "Epoch 24/100\n", + "505/505 [==============================] - 0s 872us/step - loss: 0.5440 - accuracy: 0.7319 - auc: 0.7974 - val_loss: 0.7366 - val_accuracy: 0.5462 - val_auc: 0.0000e+00\n", + "Epoch 25/100\n", + "505/505 [==============================] - 0s 836us/step - loss: 0.5270 - accuracy: 0.7342 - auc: 0.8037 - val_loss: 0.7098 - val_accuracy: 0.5671 - val_auc: 0.0000e+00\n", + "Epoch 26/100\n", + "505/505 [==============================] - 0s 877us/step - loss: 0.5233 - accuracy: 0.7389 - auc: 0.8096 - val_loss: 0.6805 - val_accuracy: 0.6070 - val_auc: 0.0000e+00\n", + "Epoch 27/100\n", + "505/505 [==============================] - 0s 822us/step - loss: 0.5249 - accuracy: 0.7354 - auc: 0.8094 - val_loss: 0.6272 - val_accuracy: 0.6913 - val_auc: 0.0000e+00\n", + "Epoch 28/100\n", + "505/505 [==============================] - 0s 838us/step - loss: 0.5175 - accuracy: 0.7442 - auc: 0.8151 - val_loss: 0.6182 - val_accuracy: 0.6943 - val_auc: 0.0000e+00\n", + "Epoch 29/100\n", + "505/505 [==============================] - 0s 810us/step - loss: 0.5199 - accuracy: 0.7484 - auc: 0.8147 - val_loss: 0.6982 - val_accuracy: 0.6224 - val_auc: 0.0000e+00\n", + "Epoch 30/100\n", + "505/505 [==============================] - 0s 854us/step - loss: 0.5055 - accuracy: 0.7520 - auc: 0.8234 - val_loss: 0.6609 - val_accuracy: 0.6658 - val_auc: 0.0000e+00\n", + "Epoch 31/100\n", + "505/505 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"Epoch 51/100\n", + "505/505 [==============================] - 0s 847us/step - loss: 0.4868 - accuracy: 0.7815 - auc: 0.8461 - val_loss: 0.5484 - val_accuracy: 0.7882 - val_auc: 0.0000e+00\n", + "Epoch 52/100\n", + "505/505 [==============================] - 0s 873us/step - loss: 0.4852 - accuracy: 0.7754 - auc: 0.8435 - val_loss: 0.5275 - val_accuracy: 0.8220 - val_auc: 0.0000e+00\n", + "Epoch 53/100\n", + "505/505 [==============================] - 0s 893us/step - loss: 0.4794 - accuracy: 0.7766 - auc: 0.8454 - val_loss: 0.6832 - val_accuracy: 0.6566 - val_auc: 0.0000e+00\n", + "Epoch 54/100\n", + "505/505 [==============================] - 0s 816us/step - loss: 0.4796 - accuracy: 0.7789 - auc: 0.8466 - val_loss: 0.6179 - val_accuracy: 0.7109 - val_auc: 0.0000e+00\n", + "Epoch 55/100\n", + "505/505 [==============================] - 0s 820us/step - loss: 0.4935 - accuracy: 0.7809 - auc: 0.8469 - val_loss: 0.5937 - val_accuracy: 0.7392 - val_auc: 0.0000e+00\n", + "Epoch 56/100\n", + 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+ "output_type": "stream", + "text": [ + "505/505 [==============================] - 0s 716us/step - loss: 0.4660 - accuracy: 0.7850 - auc: 0.8545 - val_loss: 0.5579 - val_accuracy: 0.7746 - val_auc: 0.0000e+00\n", + "Epoch 92/100\n", + "505/505 [==============================] - 0s 711us/step - loss: 0.4705 - accuracy: 0.7872 - auc: 0.8564 - val_loss: 0.5179 - val_accuracy: 0.7887 - val_auc: 0.0000e+00\n", + "Epoch 93/100\n", + "505/505 [==============================] - 0s 852us/step - loss: 0.4652 - accuracy: 0.7914 - auc: 0.8582 - val_loss: 0.5330 - val_accuracy: 0.7823 - val_auc: 0.0000e+00\n", + "Epoch 94/100\n", + "505/505 [==============================] - 0s 782us/step - loss: 0.4692 - accuracy: 0.7841 - auc: 0.8530 - val_loss: 0.5545 - val_accuracy: 0.7744 - val_auc: 0.0000e+00\n", + "Epoch 95/100\n", + "505/505 [==============================] - 0s 711us/step - loss: 0.4672 - accuracy: 0.7820 - auc: 0.8538 - val_loss: 0.4830 - val_accuracy: 0.8492 - val_auc: 0.0000e+00\n", + "Epoch 96/100\n", + "505/505 [==============================] - 0s 724us/step - loss: 0.4735 - accuracy: 0.7774 - auc: 0.8496 - val_loss: 0.6012 - val_accuracy: 0.7339 - val_auc: 0.0000e+00\n", + "Epoch 97/100\n", + "505/505 [==============================] - 0s 816us/step - loss: 0.4694 - accuracy: 0.7823 - auc: 0.8535 - val_loss: 0.4707 - val_accuracy: 0.8579 - val_auc: 0.0000e+00\n", + "Epoch 98/100\n", + "505/505 [==============================] - 0s 850us/step - loss: 0.4689 - accuracy: 0.7853 - auc: 0.8558 - val_loss: 0.5806 - val_accuracy: 0.7389 - val_auc: 0.0000e+00\n", + "Epoch 99/100\n", + "505/505 [==============================] - 0s 947us/step - loss: 0.4600 - accuracy: 0.7893 - auc: 0.8577 - val_loss: 0.4846 - val_accuracy: 0.8220 - val_auc: 0.0000e+00\n", + "Epoch 100/100\n", + "505/505 [==============================] - 0s 789us/step - loss: 0.4750 - accuracy: 0.7871 - auc: 0.8546 - val_loss: 0.5086 - val_accuracy: 0.7887 - val_auc: 0.0000e+00\n" + ] + } + ], + "source": [ + "model_history = model.fit(X_train_std, y_train, epochs=100,\n", + " batch_size=32, \n", + " validation_split=0.2, shuffle=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Predictions\n", + "\n", + "After that we used the predictions of the train and test set" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "train_pred = model.predict(X_train_std)\n", + "test_pred = model.predict(X_test_std)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "to convert the predict values into the classes was designed an condition that looks as " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "y_train_pred = (model.predict(X_train_std) > 0.5).astype(\"int32\")\n", + "y_test_pred = (model.predict(X_test_std) > 0.5).astype(\"int32\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Getting evaluation metrics and evaluating model performance\n", + "\n", + "Using different metrics as \n", + "\n", + "- accuracy\n", + "- precision\n", + "- recall\n", + "- f1 score\n", + "- cohen_kappa\n", + "- roc_auc\n", + "\n", + "\n", + "The results of the train are important to check the F1 score and ROC AUC, they are \n", + "\n", + "- F1 score: 0.829091\n", + "- ROC AUC: 0.836898\n", + "\n", + "that are good for a imbalance data set, where the goal is 1 for both" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.836491\n", + "Precision: 0.876192\n", + "Recall: 0.786797\n", + "F1 score: 0.829091\n", + "Cohens kappa: 0.673233\n", + "ROC AUC: 0.836898\n", + "[[8870 1130]\n", + " [2167 7997]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "accuracy = accuracy_score(y_train, y_train_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_train, y_train_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_train, y_train_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_train, y_train_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_train, y_train_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_train, y_train_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "train_matrix = confusion_matrix(y_train, y_train_pred)\n", + "print(train_matrix)\n", + "ax = sns.heatmap(train_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The results of the test are important to check the F1 score and ROC AUC, they are \n", + "\n", + "- F1 score: 0.681327\n", + "- ROC AUC: 0.833400\n", + "\n", + "that are good for a imbalance data set, where the goal is 1 for both" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.865887\n", + "Precision: 0.603554\n", + "Recall: 0.782108\n", + "F1 score: 0.681327\n", + "Cohens kappa: 0.598178\n", + "ROC AUC: 0.833400\n", + "[[4450 580]\n", + " [ 246 883]]\n" + ] + }, + { + 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Quantum-Supply-Chain-Manager/dataset/BackOrders.csv b/Quantum-Supply-Chain-Manager/dataset/BackOrders.csv new file mode 100644 index 0000000..3a2a8c4 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/dataset/BackOrders.csv @@ -0,0 +1,61590 @@ +"sku","national_inv","lead_time","in_transit_qty","forecast_3_month","forecast_6_month","forecast_9_month","sales_1_month","sales_3_month","sales_6_month","sales_9_month","min_bank","potential_issue","pieces_past_due","perf_6_month_avg","perf_12_month_avg","local_bo_qty","deck_risk","oe_constraint","ppap_risk","stop_auto_buy","rev_stop","went_on_backorder" +1888279,117,NA,0,0,0,0,0,0,15,15,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1870557,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.28,0,"Yes","No","No","Yes","No","No" +1475481,258,15,10,10,77,184,46,132,256,365,47,"No",0,0.54,0.7,0,"No","No","No","Yes","No","No" +1758220,46,2,0,0,0,0,1,2,6,9,1,"No",0,0.75,0.9,0,"Yes","No","No","Yes","No","No" +1360312,2,2,0,4,6,10,2,2,5,6,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +3002608,297,12,0,0,0,0,5,6,44,57,3,"No",0,0.58,0.75,0,"Yes","No","No","Yes","No","No" +1707693,3285,8,0,0,0,0,18,81,162,304,37,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +2066128,6,2,0,0,3,9,1,5,8,13,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","Yes" +3174990,99,8,0,46,169,225,2,22,176,263,21,"No",0,0.11,0.37,0,"No","No","No","Yes","No","No" +3021709,52,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3104894,51,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1960152,0,12,0,8,11,17,0,3,10,13,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3011283,1782,8,562,4687,8047,12079,2019,5486,10109,14569,316,"No",0,0.85,0.85,0,"No","No","Yes","Yes","No","No" +2231740,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1559858,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1453996,17,8,0,6,24,36,6,11,26,42,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1792717,17,15,11,498,666,882,66,226,481,792,58,"No",0,0.05,0.08,32,"No","No","No","Yes","No","No" +1255045,5,2,0,10,30,60,8,31,75,110,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1180609,-1,9,0,9,11,13,1,9,11,12,0,"No",0,0.85,0.83,1,"Yes","No","No","No","No","Yes" +1862464,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3214039,5691,8,812,1883,6332,11297,181,5878,13709,15561,694,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1513222,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1779453,2,2,0,3,6,12,3,5,16,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3172237,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1460192,0,2,0,10,12,12,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1298280,54,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2931231,12,8,0,8,16,24,2,10,23,34,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2258214,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2289159,4,9,0,0,0,2,2,3,4,5,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1493695,27,8,1,56,88,128,17,41,84,125,16,"No",7,0.79,0.66,0,"No","No","No","Yes","No","No" +3065513,460,16,0,2842,3342,4746,1101,2100,4102,5676,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1755011,114,8,0,0,0,0,0,8,10,12,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3178260,748,8,0,700,700,700,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2058953,0,2,0,1,1,1,1,2,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +2864399,2492,2,40,0,0,0,48,132,269,459,37,"No",0,-99,0.99,0,"No","No","Yes","No","No","No" +1346632,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1236911,219,8,0,1341,2181,2811,346,794,1450,2304,328,"No",70,0.06,0.13,0,"No","No","No","Yes","No","Yes" +1853239,15,2,0,0,0,0,0,3,8,9,1,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1883347,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2876754,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2036426,127,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1820913,7,8,0,0,0,0,0,1,1,2,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1449419,0,9,3,2,4,5,2,4,4,5,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1312888,83,8,9,287,525,756,84,267,501,753,65,"No",18,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1986710,6,8,0,0,0,0,2,4,5,8,0,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1602953,73,2,24,92,236,344,21,101,217,346,25,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3156440,51,8,0,0,0,0,0,0,1,2,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1770053,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","Yes","Yes","No","No" +1759984,1,52,0,263,1363,1363,16,58,107,161,45,"No",0,0.07,0.2,0,"No","No","No","No","No","Yes" +1296493,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2151728,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +3179683,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +2154618,1,8,0,1,1,1,0,0,1,1,1,"No",0,0.83,0.85,0,"No","No","Yes","Yes","No","No" +2152149,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1920822,0,8,0,3,3,4,1,1,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1136697,179,8,0,0,0,0,0,1,5,6,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3254616,14,2,0,2,10,10,1,9,16,22,2,"No",0,1,0.8,0,"No","No","No","Yes","No","No" +3226145,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1208110,66,2,5,90,150,210,29,87,138,188,37,"No",0,0.97,0.99,0,"No","No","No","Yes","No","No" +1436007,24,NA,0,0,0,0,0,2,13,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1514964,19,8,0,0,8,12,2,5,10,23,4,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +2295243,40,4,0,0,0,0,360,850,1630,2520,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1653596,6,2,0,0,0,0,0,0,4,5,1,"No",0,0.62,0.36,0,"Yes","No","Yes","Yes","No","No" +1821819,0,8,0,51,59,59,0,0,0,0,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +1796254,1474,10,0,0,0,0,200,480,800,880,386,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1442061,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3060252,8,12,0,0,0,0,0,0,1,2,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1410120,0,9,0,5,7,9,0,2,5,7,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +1241750,3,8,0,0,8,8,0,1,2,4,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2063016,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3063566,725,2,0,0,0,0,1,2,3,5,2,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +1620785,4985,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1135641,49,2,0,0,0,0,0,0,0,0,0,"No",0,0.55,0.65,0,"No","No","No","Yes","No","No" +1823695,7,2,0,0,0,0,2,4,9,9,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +2231277,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +1707795,64,8,24,97,185,273,32,111,210,362,41,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2850861,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1337581,162,NA,0,0,0,0,1,4,15,17,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +2826162,16,8,5,5,21,29,5,14,28,46,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1892985,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2940768,0,2,0,11,11,11,0,0,0,0,1,"No",11,0,0,0,"Yes","No","No","Yes","No","No" +1340715,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3093491,2446,8,0,0,0,0,0,0,20,21,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2912064,96,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2214657,41,4,0,20,41,55,6,27,68,105,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1145525,43,8,10,21,39,66,12,24,50,103,17,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1448479,197,2,0,0,0,0,0,3,7,12,1,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +3159614,20,12,0,0,0,0,0,2,7,10,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1741413,197,8,0,0,0,0,3,8,17,30,79,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1366350,4,0,0,0,0,0,0,0,0,1,2,"No",0,0,0,0,"No","No","No","No","No","No" +2969008,45,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1763044,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +2120357,-1,8,0,50,50,50,2,3,17,29,0,"No",0,0.83,0.86,1,"No","No","No","Yes","No","No" +1633765,248,8,0,0,0,0,0,0,2,6,0,"No",0,0.72,0.74,0,"No","No","No","Yes","No","No" +2231936,148,2,7,139,342,537,27,129,324,500,99,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1553144,8,9,0,0,0,0,0,2,2,3,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1406141,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3113187,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2999626,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1973170,0,NA,0,0,0,0,0,8,56,60,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1971182,0,9,0,3,4,6,2,3,6,9,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2885784,15,2,0,0,0,0,1,2,2,2,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1552282,0,2,0,6,6,6,0,2,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2218207,0,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3136688,0,10,0,3,4,5,0,1,3,3,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","Yes" +1965624,1702,8,285,0,0,0,161,404,870,1154,86,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1871360,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3257270,18,4,6,3,9,18,3,7,21,31,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1277999,13,12,1,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1359585,70,12,3,583,1023,1463,127,386,789,1221,92,"No",32,0.88,0.86,2,"No","No","Yes","Yes","No","Yes" +1818005,22,10,0,0,0,0,2,4,5,6,2,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2817820,17,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2218546,0,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1779504,48,8,0,0,0,0,0,0,7,12,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2084552,233,NA,0,0,0,0,7,32,82,104,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2058447,4,NA,0,0,0,0,10,21,21,21,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1544130,17,8,0,0,3,10,4,5,14,24,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2007634,2,6,0,0,0,1,0,0,1,2,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1160978,117,2,0,0,0,0,0,1,13,16,0,"No",0,0.66,0.32,0,"Yes","No","Yes","Yes","No","No" +1171465,0,12,0,783,1289,1887,0,0,0,0,172,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1367549,920,4,145,840,1440,1480,167,533,1145,1741,171,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +2881961,8,2,0,0,0,0,0,0,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1295210,3,12,0,0,2,3,1,1,3,5,0,"No",0,0.77,0.68,0,"No","No","No","Yes","No","Yes" +1552035,6,12,0,2,9,17,5,13,21,38,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1658147,5,2,0,5,5,5,0,0,0,0,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2136738,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.87,0,"Yes","No","No","Yes","No","No" +3105291,0,2,0,40,40,60,18,30,46,61,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","Yes" +1288893,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","Yes" +1485303,0,8,0,14,22,30,0,8,23,37,1,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +2106402,56,2,0,0,0,0,1,1,1,1,2,"No",0,0.83,0.69,0,"Yes","No","No","Yes","No","No" +2164291,8,9,0,0,0,0,0,0,1,1,4,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1522194,54,8,0,0,0,0,2,5,11,21,1,"No",0,0.41,0.44,0,"No","No","No","Yes","No","No" +1174333,15,9,0,0,0,0,0,0,0,0,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +1356829,453,2,104,972,1944,2898,286,888,1767,2733,229,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2819822,74,2,0,0,0,0,8,21,37,70,10,"No",0,0.94,0.94,0,"No","No","Yes","Yes","No","No" +1523527,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1718006,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1867598,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2012554,112,8,0,220,220,220,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2864761,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2073487,43,8,0,0,0,0,0,2,4,22,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2110592,362,6,0,0,0,0,0,1,2,5,2,"No",0,0.74,0.71,0,"No","No","Yes","Yes","No","No" +1825447,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1993526,3,8,5,71,101,131,9,42,74,117,31,"No",5,0.58,0.57,0,"No","No","No","Yes","No","Yes" +2282675,467,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2205561,34,8,0,19,38,57,12,20,49,83,9,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1380445,1,9,0,1,2,3,0,1,2,2,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1630986,452,2,157,782,1840,3082,262,953,2163,3050,229,"No",0,1,1,0,"No","No","No","Yes","No","No" +1209769,73,8,0,0,0,0,3,7,14,24,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2990154,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1941180,1508,8,5273,3420,9360,13140,1262,5442,11027,13835,1346,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3200183,1,10,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1707841,201,2,0,200,500,600,75,227,445,664,76,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1936221,-8,2,0,66,66,66,8,10,10,10,4,"No",0,0.27,0.39,8,"Yes","No","No","Yes","No","Yes" +1445632,4940,52,0,0,0,0,1,6,16,21,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1356988,96,4,19,45,90,117,6,36,96,153,34,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2860923,62,4,0,0,0,0,1,1,2,4,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1552128,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1178127,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3251818,243,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1463120,42,8,0,200,301,401,35,115,254,427,42,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +2310073,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1526573,8577,2,0,0,0,0,15,704,834,2012,40,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2053014,216,8,133,205,250,419,59,203,371,566,65,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1721338,33,2,0,0,0,14,5,13,18,19,1,"No",0,1,0.86,0,"Yes","No","No","Yes","No","No" +3066106,8,NA,0,0,0,0,1,1,1,3,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1555099,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +3270964,17,0,0,0,0,0,3,4,7,10,8,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1688388,3,8,11,15,30,30,3,9,15,27,6,"No",0,1,0.97,0,"Yes","No","No","No","No","No" +1811181,3,2,1,4,8,16,1,6,13,26,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2876123,29,2,0,0,3,15,2,4,20,25,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1959560,72,8,30,60,120,180,41,112,187,263,25,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3139259,488,2,0,0,0,0,0,200,241,348,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1772631,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1758875,881,2,28,0,0,0,71,170,307,464,60,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1865997,11,8,0,0,0,0,0,2,2,3,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +3153494,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1643995,71,8,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.49,0,"No","No","No","Yes","No","No" +3241590,235,12,87,144,288,432,90,235,459,723,80,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1326650,0,8,0,15,25,35,10,15,15,15,2,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1449745,6,8,0,3,6,9,1,3,7,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1383436,89,2,40,115,242,326,61,141,260,403,49,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2842822,930,12,202,544,1032,1642,193,639,1542,2418,208,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1719936,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","Yes" +1721946,1,9,0,3,3,4,17,18,19,19,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +3088552,130,9,0,109,190,298,74,156,472,573,34,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1414874,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1906037,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +2154320,29,2,0,0,0,15,0,1,27,30,0,"No",0,0.55,0.58,0,"Yes","No","No","Yes","No","No" +1496092,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1557558,1146,8,0,0,0,0,10,24,46,78,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3046108,15,8,0,0,0,0,0,0,2,2,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1758170,9,8,0,59,95,131,6,19,34,57,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3200876,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1218665,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1961991,0,0,0,14,14,14,0,1,5,7,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +2914101,25,8,2,0,0,0,3,13,36,57,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1661486,8,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1426312,8,8,0,0,0,1,0,2,2,2,0,"No",0,0.91,0.93,0,"Yes","No","Yes","Yes","No","No" +1649438,12,2,0,0,24,24,3,8,13,21,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2130388,7,14,0,0,4,4,1,5,6,9,3,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2149599,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2986482,-54,8,0,3000,4200,5400,585,1725,2779,4383,523,"No",200,0.1,0.1,65,"Yes","No","Yes","Yes","No","Yes" +2118998,1076,8,9,0,0,0,37,161,287,439,88,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1823711,0,2,0,10,10,10,0,1,2,2,1,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","No" +3047319,344,12,0,0,0,0,1,16,49,63,16,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1926878,71,0,0,0,0,0,0,0,14,34,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +1278275,-4,8,0,37,52,67,9,22,39,48,4,"No",0,0.64,0.77,4,"No","No","No","Yes","No","Yes" +1936992,58,9,0,0,0,0,0,1,1,4,1,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +3096425,236,8,0,0,0,0,8,61,104,163,6,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2219536,13,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1292450,8,12,0,6,6,12,4,5,14,17,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1688584,4,12,0,0,0,0,0,0,0,1,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1391527,-2,12,6,471,741,1033,64,252,529,860,87,"No",0,0.78,0.78,6,"No","No","No","Yes","No","Yes" +2151358,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1155002,121,NA,0,0,0,0,0,1,3,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3033374,9,2,0,0,0,0,0,0,1,1,1,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","No" +2110135,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2963029,65,8,9,100,100,100,16,52,84,111,28,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1899779,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1396949,4985,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2300984,58,2,0,100,160,220,18,72,137,220,30,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1671701,86,8,0,0,0,0,0,0,1,2,0,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +1422630,0,NA,0,0,0,0,2,8,12,18,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2066953,50,9,0,10,30,40,0,10,43,65,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3234228,12,8,3,35,70,112,10,29,71,98,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3254991,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3224341,499,52,0,0,0,0,7,19,26,43,4,"No",0,1,0.97,0,"Yes","No","No","No","No","No" +1640966,103,52,0,0,0,0,0,0,1,1,2,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","No" +1284742,9,8,0,0,0,0,0,2,5,13,4,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1535861,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1118120,0,12,0,1040,1280,1640,111,443,1035,1717,150,"No",0,0.77,0.78,20,"No","No","No","Yes","No","Yes" +1867359,-8,8,0,9,9,9,20,20,20,20,1,"No",0,0.42,0.36,8,"No","No","No","Yes","No","Yes" +3235481,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +3015609,6,8,0,0,0,0,0,1,1,5,1,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +2925294,0,12,0,6,8,11,0,1,6,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1543852,4,8,1,3,6,10,2,3,8,13,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2956502,409,8,15,347,623,899,128,370,804,1250,106,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2814778,0,8,0,10,20,20,3,9,11,17,1,"No",0,1,0.88,0,"No","No","Yes","Yes","No","Yes" +1875781,4,2,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","No" +1229432,532,2,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1508111,76,9,33,155,252,364,64,151,256,378,25,"No",0,0.9,0.82,3,"No","No","No","Yes","No","No" +2035038,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1782007,0,9,0,2,3,4,1,2,2,3,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1559658,11,8,0,24,56,92,11,28,67,97,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3099876,33,8,0,0,24,48,1,6,22,44,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2935735,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3132919,92,5,0,0,0,0,3,16,26,37,0,"No",0,0.86,0.75,0,"No","No","No","Yes","No","No" +2241993,11,2,9,36,78,108,18,36,60,84,4,"No",0,0.96,0.86,0,"No","No","Yes","Yes","No","Yes" +1901214,32,NA,0,0,0,0,2,3,4,7,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1594538,923,8,0,0,0,0,46,176,340,595,97,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1736812,3,8,0,0,0,0,0,0,2,3,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2940462,15,12,16,540,784,1108,116,360,599,885,63,"No",0,0.66,0.67,3,"No","No","No","Yes","No","Yes" +2294257,2,12,0,0,0,0,1,1,1,1,2,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1694554,0,8,0,2,2,2,0,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1668096,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1866749,147,12,19,197,389,533,65,242,446,623,51,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1719215,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +3278396,141,8,181,90,180,270,44,115,189,286,40,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1588377,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +2082658,29,4,5,30,38,70,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2314116,12,2,30,0,0,0,14,18,18,18,3,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3080521,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3197463,2,2,0,2,3,5,0,1,3,4,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2302643,0,14,0,47,47,47,0,0,0,0,2,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1614556,488,2,0,0,0,0,33,202,342,358,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1620448,12,4,0,0,0,0,0,1,2,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1578056,3,8,1,24,36,50,8,20,38,61,10,"No",2,0.23,0.43,0,"No","No","No","Yes","No","Yes" +1414924,160,2,0,0,0,0,0,0,11,12,1,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2303140,9,2,0,12,24,48,7,19,29,35,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1613051,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1392458,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.51,0.53,0,"Yes","No","Yes","Yes","No","No" +1895170,8,NA,0,0,0,0,2,4,15,19,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1791424,104,8,65,249,509,773,69,240,426,626,54,"No",0,0.79,0.66,1,"No","No","No","Yes","No","No" +2062396,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1194287,0,8,0,17,24,31,1,203,212,217,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1519159,34,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2215156,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1898028,52,2,0,0,0,0,3,7,40,44,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1368931,13,8,0,92,200,353,18,101,246,347,0,"No",0,0.55,0.35,0,"No","No","Yes","Yes","No","No" +1862507,12,8,0,25,50,50,6,17,28,41,3,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2849035,7,2,0,28,48,72,9,27,58,90,2,"No",2,0.53,0.55,0,"No","No","No","Yes","No","No" +1584341,29,2,38,95,209,323,30,95,160,222,46,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1639455,50,12,1,48,104,156,11,59,117,189,32,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2127541,32,9,0,0,0,0,0,0,0,2,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1768734,79,8,0,0,0,0,0,0,0,1,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1619268,1067,8,55,263,263,418,280,853,1750,2874,106,"No",0,0,0,0,"No","No","No","Yes","No","No" +1506029,6,2,0,8,16,24,2,8,15,28,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3226728,6,2,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2239488,68,8,15,147,235,323,40,131,219,320,43,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1649238,741,52,0,0,0,0,10,26,133,169,22,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +1742257,0,2,0,2107,3061,3493,6,766,766,767,662,"No",0,0.98,0.99,6,"No","No","No","No","No","Yes" +1241135,4,8,0,4,10,10,0,3,11,15,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +2140223,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1314099,8,2,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.91,0,"No","No","No","Yes","No","No" +1830937,0,12,0,5,7,10,3,5,8,11,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1385730,5,12,0,0,8,8,0,2,5,9,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1112855,124,4,0,0,0,0,0,0,0,2,0,"No",0,0.97,0.91,0,"No","No","Yes","Yes","No","No" +1418130,34,52,0,0,0,0,0,0,0,1,0,"No",0,0.71,0.71,0,"Yes","No","No","Yes","No","No" +1516976,15,9,6,0,0,0,29,30,30,30,4,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1672278,242,2,3,68,434,687,23,134,626,804,93,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1506047,3269,8,72,0,3248,3248,563,1916,3788,5976,494,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1961811,11,8,0,31,31,31,0,0,1,3,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3272685,129,12,0,0,0,0,0,0,3,3,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2189270,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1548759,2,2,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.38,0,"Yes","No","Yes","Yes","No","No" +2944578,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1564393,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1561128,5,8,0,0,0,0,0,0,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1835484,7,9,0,0,3,3,0,3,6,11,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1133470,0,9,0,2,2,2,0,0,1,2,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","Yes" +2071016,29,8,0,0,0,0,0,2,2,4,1,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2275924,0,8,0,0,0,0,0,0,0,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1240199,0,2,0,250,450,690,0,0,0,0,2,"No",0,0.66,0.53,0,"Yes","No","No","Yes","No","Yes" +1867243,1005,8,10,1200,2000,2800,260,872,2080,3161,359,"No",0,1,1,0,"No","No","No","Yes","No","No" +3138888,24,8,0,0,0,0,0,0,3,5,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1280777,245,2,0,0,42,42,4,21,40,41,15,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3026573,3,2,0,0,2,4,0,1,2,2,0,"No",0,0.79,0.61,0,"No","No","No","Yes","No","No" +1332705,16,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1623227,0,9,0,14,22,30,3,7,12,18,2,"No",1,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3282563,89,8,0,0,0,0,0,0,0,11,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2155304,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +1593669,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.5,0,"Yes","No","No","Yes","No","Yes" +1357998,1247,12,0,0,0,0,28,46,69,72,28,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1159698,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1488761,5,12,0,5,12,15,3,5,9,13,1,"No",0,0.98,0.61,0,"No","No","No","Yes","No","No" +3086863,22,9,0,0,0,0,0,0,10,18,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1433060,141,2,0,0,0,0,0,2,2,4,1,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +3269776,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3094627,24,8,0,0,0,0,0,0,5,7,2,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +2235055,1,8,0,0,0,0,0,0,1,1,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1662634,10,8,0,0,0,0,1,1,4,14,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3129601,23,8,9,9,24,36,5,39,58,80,7,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +2990281,29,8,0,0,0,0,3,8,19,28,4,"No",0,0.74,0.71,0,"No","No","No","Yes","No","No" +2265856,2,14,0,0,2,3,1,2,3,5,2,"No",0,0.65,0.69,0,"No","No","No","Yes","No","No" +1526363,25,4,0,23,43,55,10,20,33,58,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1394602,2451,8,0,0,0,0,0,2,4,6,4,"No",0,0.71,0.49,0,"No","No","Yes","Yes","No","No" +1877827,76,8,0,0,0,64,2,11,64,94,22,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1719132,80,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2887229,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3254987,22,8,0,0,0,0,0,1,1,4,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2192282,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","Yes","Yes","No","No" +3017413,1,8,0,1,1,2,1,1,1,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2160216,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1841511,24,8,0,0,0,0,0,0,1,1,0,"No",0,0.07,0.24,0,"No","No","Yes","Yes","No","No" +1460284,9,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1292603,39,NA,0,0,0,0,0,0,1,5,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1843380,7,8,0,50,50,50,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1814278,14,15,0,123,123,153,31,73,108,153,40,"No",0,0.93,0.92,2,"No","No","No","Yes","No","Yes" +1822858,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1460526,281,9,0,0,0,0,5,22,46,84,14,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1481121,62,8,0,0,0,0,1,14,29,52,1,"No",0,0.68,0.82,0,"No","No","No","Yes","No","No" +1539146,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1898168,3338,4,0,0,0,0,293,860,1692,2489,227,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +3283731,32,2,0,25,25,25,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1344664,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1274700,803,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2107233,2551,8,0,0,1000,3000,211,944,2281,3580,366,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +2139506,9,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1215149,5,8,0,0,25,25,0,2,5,5,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +1618026,8399,8,2,0,0,0,114,401,2515,7639,255,"No",0,0.71,0.69,0,"No","No","No","Yes","No","No" +2306972,43,52,0,0,0,0,0,4,7,12,2,"No",0,0.93,0.9,0,"Yes","No","No","Yes","No","No" +1903250,0,12,0,14,18,23,1,8,13,13,3,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1845853,131,8,0,0,0,0,0,4,6,10,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2018360,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1924202,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1201691,1567,4,485,850,1888,2407,348,1072,2145,3332,205,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +2982931,87,8,0,22,93,148,17,53,139,242,54,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +1122983,9,8,0,0,0,0,1,2,5,7,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1161574,23,6,0,53,53,58,8,33,68,130,26,"No",0,0.06,0.09,0,"No","No","No","Yes","No","No" +2878375,13,17,0,0,0,0,0,1,4,8,2,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1936895,4885,8,0,0,0,0,0,0,6,6,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +3130368,8,8,6,37,69,109,7,26,56,86,7,"Yes",1,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2235228,15,4,0,0,0,0,0,0,4,8,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1516548,250,8,0,0,0,0,1,4,6,6,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3177732,7,9,4,17,17,27,3,9,26,40,0,"No",7,0.7,0.66,0,"No","No","No","Yes","No","No" +1978221,9,4,0,6,12,16,6,10,15,25,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1663070,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3092226,12,2,0,14,28,42,6,10,23,32,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1188752,6,8,0,15,23,31,7,18,35,53,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1780745,14,8,0,14,28,42,6,13,22,36,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +3002191,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1272584,87,8,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2289808,80,4,20,0,0,10,20,50,125,155,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1926644,2,8,0,20,20,20,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2028782,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +3252099,0,8,0,27,35,47,7,8,18,18,8,"No",1,0.83,0.86,0,"No","No","No","Yes","No","No" +1293391,0,8,0,12,24,30,6,13,23,37,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1716746,163,8,3,0,0,0,11,35,69,106,23,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1910274,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1302449,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2233564,1016,12,150,400,1000,1600,205,724,1332,2317,265,"No",0,0.74,0.71,0,"No","No","No","Yes","No","No" +1538798,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1878996,46,NA,0,0,0,0,5,31,65,97,15,"No",0,-99,-99,0,"No","No","No","No","No","No" +3057319,10,NA,0,0,0,0,5,15,33,54,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3135050,1,8,1,0,1,3,0,1,2,3,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1369194,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2144288,34,12,0,0,0,8,3,6,14,36,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1167063,8,8,0,6,12,14,5,14,20,25,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +2023220,8,8,0,0,4,8,0,5,9,10,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1440835,1,2,0,1,1,1,1,1,1,1,0,"No",0,0.74,0.73,0,"Yes","No","No","Yes","No","No" +1985609,45,8,0,0,0,0,0,0,1,1,1,"No",0,0.83,0.71,0,"Yes","No","No","Yes","No","No" +1193056,13,2,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2185648,11,8,0,0,0,0,0,0,1,4,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +1463079,114,2,7,96,192,312,43,106,225,309,74,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3190445,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2209245,17,12,10,72,132,192,10,48,111,145,27,"No",12,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3214828,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1792505,17,8,1,5,15,30,1,11,32,45,9,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1843326,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1340640,326,52,0,0,0,0,8,25,46,79,24,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1460549,8,8,0,0,0,1,1,2,3,7,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1439569,15,9,0,23,23,27,8,13,17,27,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1967240,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3181467,21,8,0,0,0,6,2,5,14,21,2,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1835442,40,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1225974,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3038589,59,4,4,20,40,80,13,50,96,151,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1658884,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1977420,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3249549,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1271083,9,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2061782,17,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2014641,0,8,0,16,24,32,4,8,14,20,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1979773,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3217949,24,8,0,32,77,112,9,70,117,131,28,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1355758,1,8,5,1,5,9,1,2,9,11,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","Yes" +1468533,71,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +1801414,3074,NA,3,0,0,0,13,34,93,151,23,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1585316,24,8,23,163,302,436,52,153,297,409,34,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1785775,2,2,0,15,30,45,5,13,24,24,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2845890,4875,52,0,0,0,0,0,51,61,61,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1554557,0,4,0,9,12,12,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","No" +1449107,25,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1506733,30,8,0,0,0,30,2,7,42,46,3,"No",0,0.9,0.7,0,"No","No","No","Yes","No","No" +2158209,1,8,0,2,2,2,0,0,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1398631,319,8,0,0,0,0,0,0,3,5,2,"No",0,0.8,0.9,0,"Yes","No","No","Yes","No","No" +2957205,12,4,4,0,0,2,0,3,9,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1737397,2213,8,0,0,0,0,1,6,39,48,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2313538,7,8,0,3,11,18,3,6,13,22,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1615356,5,8,0,6,12,24,9,20,34,44,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2128259,27,12,0,0,0,0,0,1,1,7,2,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1510865,1593,8,0,400,400,400,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2999756,77,4,1,24,36,36,4,18,61,88,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2014162,13,12,13,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1205289,62,9,23,46,100,136,4,51,68,114,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1470010,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1158689,4975,2,0,0,0,0,0,0,0,5,1,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +1306272,27,12,0,25,63,82,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2958217,347,8,0,0,0,0,1,14,50,81,0,"No",0,0.51,0.61,0,"No","No","No","Yes","No","No" +3057259,179,8,0,30,30,30,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1402899,0,8,0,4,8,8,4,8,11,17,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1141646,20,8,0,0,0,0,0,0,1,3,0,"No",0,0.59,0.8,0,"No","No","No","Yes","No","No" +2055941,6,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2175620,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2988050,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1251522,133,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.71,0,"No","No","Yes","Yes","No","No" +1920545,2,2,0,10,10,10,2,4,4,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1561898,3,2,0,6,11,16,2,3,9,19,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2830744,5,12,0,8,8,8,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3148874,75,2,0,0,0,0,1,1,15,15,4,"No",0,0.96,0.88,0,"Yes","No","No","Yes","No","No" +3078626,10,2,0,12,12,24,1,4,13,20,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3106788,212,8,14,0,0,0,20,40,86,141,30,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1418474,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +2272941,28612,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.89,0,"No","No","Yes","Yes","No","No" +3154388,82,8,0,36,96,144,15,46,114,169,17,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1580455,747,8,0,72,432,528,24,510,511,511,14,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +3223431,312,8,28,505,763,1021,140,374,701,1092,139,"No",0,0.78,0.8,0,"No","No","Yes","Yes","No","No" +1429017,5,2,0,6,18,30,3,10,16,19,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +1498629,2,8,0,13,23,33,2,9,12,21,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1946095,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3002194,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1854237,28,9,0,0,0,0,0,0,1,7,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1254799,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1770942,0,8,0,6,6,6,0,1,4,9,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3246653,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2169453,271,NA,0,0,0,0,1,11,28,46,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3140614,-8,8,0,772,1147,1522,62,234,373,481,88,"No",0,0,0,9,"No","No","No","Yes","No","Yes" +3003220,25,52,0,0,0,0,0,0,1,1,0,"No",0,1,0.98,0,"Yes","No","Yes","Yes","No","No" +1928242,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1321052,11,2,0,0,0,0,0,0,1,2,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3137786,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +3233063,152,8,23,489,784,1145,41,104,172,321,51,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1749106,20,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2193806,47,2,23,50,127,215,20,78,187,244,23,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3158650,3,2,0,0,0,0,0,0,0,4,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2215356,298,8,0,0,0,0,0,0,0,2,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2028399,6,4,0,0,2,5,0,1,4,5,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +1572348,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1154996,0,8,0,3,4,5,0,2,2,3,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +3119236,26,9,0,0,0,0,0,1,1,2,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1728268,483,8,2,225,675,1125,116,306,682,1057,120,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2161555,8,4,5,0,10,15,2,11,20,25,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2851442,4311,4,95,0,4550,4550,535,1547,3540,5051,425,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2249114,30,8,0,0,0,0,1,4,12,17,1,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1545978,476,NA,161,0,0,0,3,12,24,61,280,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3024008,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.52,0,"Yes","No","No","Yes","No","No" +1246365,8,2,0,8,12,12,1,3,3,3,1,"No",0,0.93,0.92,0,"No","No","Yes","Yes","No","No" +2806808,10,2,0,0,0,0,0,1,2,2,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +3261127,326,8,5,201,397,446,81,249,457,778,97,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1826394,180,8,89,1100,1650,2200,182,598,1244,1969,217,"No",0,0.21,0.4,0,"No","No","No","Yes","No","Yes" +2181453,-2,NA,0,12,12,12,0,0,1,1,0,"No",0,-99,-99,2,"No","No","No","Yes","No","Yes" +1310553,200,8,0,0,0,0,1,8,8,9,0,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +2311274,296,8,42,379,709,1105,160,486,992,1531,169,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3118980,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1975030,495,2,0,0,0,0,0,0,0,5,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1966226,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3141107,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2829986,4,9,0,0,0,0,0,0,0,3,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +3075707,2,2,0,0,1,1,0,0,1,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1898123,1,4,0,1,2,3,0,1,2,2,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +2848367,2,8,0,0,1,1,0,0,2,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2038028,0,2,0,2,2,2,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","Yes","Yes","No","Yes" +1225140,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +3210902,76,8,0,5,15,30,1,10,19,34,12,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +2279231,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1806997,20,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1615999,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +1675571,171,8,0,74,158,179,31,106,287,497,55,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1299549,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.78,0,"Yes","No","No","Yes","No","No" +2151266,99,8,2,14,14,35,11,35,82,124,19,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3222276,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2943228,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1428817,3,2,0,20,30,40,5,8,17,31,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","Yes" +1477016,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1636051,1284,8,361,2650,5250,7750,773,2733,5625,8579,762,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1975983,9,2,0,0,8,16,2,7,17,24,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1619740,8,2,10,50,80,130,16,48,48,48,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1201205,10,8,5,81,121,151,3,39,78,130,34,"No",0,0.59,0.59,0,"No","No","No","Yes","No","Yes" +1402987,10,2,0,10,20,20,1,7,15,47,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1605914,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1302244,3134,8,707,3840,5760,9600,991,3031,6040,9393,2062,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2077560,26,8,0,0,0,0,0,0,0,0,1,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1659374,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1184632,1915,8,284,3000,6000,7500,961,2675,5321,8056,539,"No",0,0.98,0.98,4,"No","No","No","Yes","No","No" +1306012,11,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2306340,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1665652,30,12,0,10,10,10,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2803723,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2247547,176,8,83,217,469,685,90,265,500,760,124,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1559618,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1769341,106,8,0,0,0,0,5,18,42,67,4,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2931142,539,8,5,0,0,0,7,34,92,151,22,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3052723,30,4,0,0,0,0,20,50,80,100,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1304555,25,2,0,10,30,30,8,21,41,62,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3029269,201,8,130,340,709,1116,130,428,1003,1396,80,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1586205,113,2,0,0,0,0,1,2,2,2,2,"No",0,0.62,0.68,0,"Yes","No","No","Yes","No","No" +1565922,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2153281,4,2,0,0,0,0,0,0,0,1,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1924536,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1850366,0,3,0,6,6,6,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2300441,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1890156,123,8,0,160,260,400,72,195,323,579,40,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1321877,98,15,0,0,0,0,31,77,122,228,16,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +3248991,3145,8,0,0,0,1000,0,0,0,0,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2925061,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1790644,0,2,0,20,22,22,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +1120959,102,2,0,0,48,96,16,41,96,147,9,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1703959,10,2,6,21,49,69,4,15,29,58,7,"No",0,0.91,0.85,0,"No","No","No","Yes","No","Yes" +1418016,70,2,3,40,88,167,11,57,153,233,22,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +2987886,28,8,0,0,10,30,2,5,7,11,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1176826,7,8,0,0,5,10,0,1,8,13,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1584352,14,9,0,12,30,42,4,14,40,64,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1193091,29,8,0,0,0,0,0,0,0,1,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1430726,8135,14,35,0,0,0,137,437,762,1188,177,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1633236,4,0,2,280,340,340,12,25,53,73,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +2018429,107,9,17,56,140,203,32,101,195,284,46,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2923467,1,2,0,1,2,3,1,1,1,2,1,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2847564,3,4,0,0,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1145159,187,8,0,0,0,0,2,9,27,52,9,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2881082,42,2,46,125,250,375,41,100,163,205,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1288791,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1617668,7,4,0,5,10,10,2,4,7,11,0,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +2983425,0,9,0,47,50,59,12,28,40,63,3,"No",3,0.35,0.41,0,"No","No","No","Yes","No","Yes" +3070433,7,8,0,0,4,8,0,3,8,11,4,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2211925,2186,NA,0,0,0,0,22,87,181,393,30,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3075839,88,2,22,125,221,317,30,79,140,192,45,"No",0,0.21,0.36,0,"No","No","No","Yes","No","No" +1348595,16,2,0,0,8,16,2,8,13,25,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2079315,1603,2,24,0,0,0,46,142,232,329,45,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2940793,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1657816,0,2,0,11,20,21,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1450523,47,8,0,0,0,0,0,0,2,2,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3009415,6,2,0,8,16,24,2,8,13,16,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2054722,15,12,1,0,0,0,2,3,8,12,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3000081,46,8,0,143,143,143,4,15,33,58,5,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1173592,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2042682,7,2,0,0,0,0,2,4,9,12,0,"No",0,0.37,0.29,0,"No","No","No","Yes","No","No" +3207928,4,4,0,0,1,3,0,1,4,6,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1365797,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1780359,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.84,0.92,0,"Yes","No","No","Yes","No","No" +2867402,30,12,0,0,0,0,0,0,0,1,1,"No",0,0.92,0.9,0,"Yes","No","Yes","Yes","No","No" +1405214,10,2,0,8,24,32,11,41,60,73,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1532219,1,8,0,8,8,12,4,6,11,21,0,"No",0,0.4,0.32,0,"No","No","No","Yes","No","Yes" +1655655,1,8,1,1,2,3,0,1,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2100752,5,2,0,41,52,63,2,5,7,13,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1513134,14,12,0,13,21,32,5,15,25,39,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3038960,16,4,0,0,0,0,1,6,9,13,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3191380,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1977736,0,8,0,25,50,50,4,15,26,39,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3043745,0,8,0,2,3,4,3,3,5,5,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +3026438,7,2,0,0,0,0,0,1,3,3,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +2257660,70,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2125124,6,4,0,69,93,117,19,32,47,49,5,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +1342889,194,8,37,510,510,510,44,171,357,574,101,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1509709,79,2,0,0,0,0,0,3,6,6,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1114109,0,8,0,49,49,49,0,0,0,0,0,"No",0,0.77,0.78,0,"Yes","No","No","Yes","No","Yes" +1788552,5,8,0,8,20,30,1,10,32,43,4,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","No" +3034476,30,2,30,55,135,225,27,51,58,59,7,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3279623,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3057238,46,52,0,0,0,0,0,0,2,2,0,"No",0,0.94,0.95,0,"Yes","No","No","No","No","No" +2176088,279,8,0,0,0,0,1,2,3,4,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1222260,9,8,0,0,0,4,4,7,17,30,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1496672,0,8,0,0,0,0,2,2,3,3,2,"No",0,0.48,0.57,0,"Yes","No","Yes","Yes","No","No" +1648498,1,8,0,0,0,1,0,0,1,1,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1446991,0,2,0,8,28,28,0,0,0,0,0,"No",0,0.83,0.7,0,"Yes","No","No","Yes","No","No" +1531442,17,2,0,46,71,96,20,51,78,102,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2175067,29,8,0,6,12,54,0,0,0,0,0,"No",0,1,0.83,0,"No","No","No","Yes","No","No" +1133126,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2248904,0,8,0,13,21,28,6,21,31,41,17,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2224490,48,2,6,69,125,181,21,58,111,162,23,"No",0,0.71,0.78,0,"No","No","No","Yes","No","No" +3040491,1339,16,35,0,0,1713,683,2398,2977,3200,694,"No",0,1,1,0,"No","No","No","Yes","No","No" +2239957,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +1199436,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2001843,7,8,0,0,4,10,1,4,10,17,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3201526,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1440818,3,2,0,11,17,25,8,16,23,29,0,"No",0,0.82,0.75,0,"No","No","Yes","Yes","No","No" +2819004,95,8,0,39,39,39,0,0,0,0,0,"No",0,0.59,0.71,0,"No","No","No","Yes","No","No" +2116247,12,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" 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+1236064,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1839573,11,8,0,0,0,0,0,1,11,21,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1253147,21,8,5,20,65,110,6,18,41,59,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1370905,38,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1762331,131,8,50,0,0,0,3,28,117,194,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2892855,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1541372,22,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1507630,2,4,1,1,2,3,0,2,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2223938,14,4,0,0,0,0,2,2,6,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1144749,1,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2239376,3,9,0,0,0,0,0,0,0,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3168986,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1651472,73,2,0,0,0,0,3,8,18,24,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1872042,7,8,0,0,4,8,2,5,11,19,0,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1255016,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1769908,10,12,0,6,6,11,0,2,11,16,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2140870,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2943850,78,NA,0,0,0,0,0,1,4,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1596689,14,8,0,20,20,36,6,10,14,28,9,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3074290,81,8,0,0,0,0,3,14,28,34,2,"No",0,0.74,0.81,0,"Yes","No","No","Yes","No","No" +1925102,1,8,0,30,45,45,2,12,29,44,0,"No",0,0.29,0.29,0,"No","No","Yes","Yes","No","Yes" +3216259,41,4,10,298,533,768,53,274,416,500,32,"No",36,0.57,0.59,0,"No","No","No","Yes","No","No" +2915342,7,8,0,0,6,9,1,4,14,20,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2056003,15,15,0,0,0,0,0,2,5,7,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +1703263,567,8,0,0,0,0,17,70,145,235,35,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3270085,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3198195,345,52,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"Yes","No","Yes","No","No","No" +1726327,0,8,0,0,28,28,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +3056818,161,8,0,0,0,0,3,24,56,92,16,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1510498,3,10,0,0,1,3,0,1,1,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3270920,12,8,0,0,0,0,1,1,1,4,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3017181,8,8,0,10,10,20,1,3,11,14,1,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +3041711,94,8,0,0,34,68,15,36,67,127,34,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1857289,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1658727,311,0,250,250,500,750,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +1872922,18,8,0,0,0,0,2,5,10,20,5,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +3182498,108,8,0,0,0,0,1,1,2,3,0,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +1775620,343,8,33,473,743,923,118,352,666,1156,116,"No",0,0.51,0.45,0,"No","No","Yes","Yes","No","No" +3096001,4,8,0,0,1,3,0,0,4,6,3,"No",0,0.89,0.91,0,"No","No","Yes","Yes","No","No" +1677277,19,30,0,13,48,64,3,18,32,45,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1850072,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2879954,9,8,0,22,33,44,8,18,31,48,0,"No",0,0.51,0.57,0,"No","No","No","Yes","No","No" +1477652,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2249094,0,8,0,2,4,5,1,2,4,6,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3150491,0,2,0,10,13,16,0,3,6,6,0,"No",4,0.24,0.22,0,"Yes","No","No","Yes","No","No" +1170892,50,8,1,250,425,625,93,243,422,626,68,"No",25,0.47,0.47,0,"No","No","No","Yes","No","Yes" +2048601,5,12,3,12,15,24,4,14,27,33,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1519309,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +2807545,12,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1932793,8,4,0,38,56,74,6,20,39,55,15,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1406708,11,8,0,0,0,0,0,3,5,6,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2075703,28,2,16,607,1019,1483,71,226,260,283,65,"No",0,0.38,0.54,0,"Yes","No","No","Yes","No","No" +2832675,11,12,0,0,0,0,0,1,2,2,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1936856,6,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1625141,9,8,9,79,124,151,20,56,116,192,24,"No",0,0.3,0.26,0,"No","No","No","Yes","No","Yes" +2073245,3,12,10,0,10,25,0,4,8,8,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1120202,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3123942,7,8,0,4,8,12,1,4,7,10,0,"No",0,0.2,0.09,0,"No","No","No","Yes","No","No" +1980955,156,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3009529,3,8,0,0,0,0,0,0,1,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2107588,4,8,0,0,1,3,0,4,9,10,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2135316,13,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2193492,0,8,0,14,23,23,0,0,0,0,0,"No",0,0.66,0.63,0,"No","No","Yes","Yes","No","Yes" +1181432,7,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1492758,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +2147774,99,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3262402,27,8,0,0,0,0,5,14,19,29,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1569119,8,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1966383,139,8,230,572,1040,1724,143,702,1137,1459,183,"No",0,0.45,0.45,22,"Yes","No","No","Yes","No","No" +1802253,453,2,262,840,1632,2448,247,802,1451,2144,239,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +3070253,5,2,40,0,40,80,16,65,106,144,0,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +2214506,180,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1577614,5,8,0,0,0,0,1,2,2,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1653738,15,3,0,12,24,48,7,24,51,62,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2072376,17,4,0,0,7,14,5,14,14,23,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2277405,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2872672,0,8,0,0,0,0,2,5,10,13,4,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1888130,144,8,31,0,66,132,13,47,135,205,20,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1750042,19,8,0,0,0,0,0,0,5,6,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2880844,5,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1592861,156,52,0,0,0,0,0,0,0,0,0,"No",0,1,0.77,0,"Yes","No","No","Yes","No","No" +2952447,70,2,50,0,0,0,0,10,30,59,0,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1885594,418,2,10,100,300,400,49,159,390,587,85,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1874487,45,4,0,0,0,0,0,5,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2106543,0,2,0,6,26,26,0,0,0,0,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3150301,11,4,0,0,0,0,0,0,0,5,1,"No",0,0.91,0.84,0,"No","No","No","Yes","No","No" +2041229,27,4,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3089023,173,16,18,9,9,98,39,137,256,348,46,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +2243447,20,8,0,0,20,30,3,17,38,56,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1741629,905,12,0,0,0,0,3,17,39,59,4,"No",0,0.33,0.57,0,"No","No","No","Yes","No","No" +1542942,4,8,0,6,12,18,5,17,24,29,2,"No",0,0.57,0.74,0,"No","No","No","Yes","No","Yes" +1426206,3,8,0,8,12,16,0,2,8,12,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1292497,3,8,0,0,0,1,1,2,5,5,1,"No",0,0.6,0.54,0,"No","No","Yes","Yes","No","No" +1541643,1026,2,0,0,0,0,2,58,62,68,0,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","No" +1192795,21,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3251021,88,8,6,0,75,100,13,32,111,187,34,"No",0,0.78,0.8,3,"No","No","No","Yes","No","No" +1625841,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +3275209,2,16,0,0,0,0,0,0,0,0,2,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2050623,0,8,1,1,2,3,2,3,4,5,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2020218,7,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2096823,50,4,0,0,20,30,0,17,35,53,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1702625,444,NA,0,0,0,0,2,4,4,6,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1953310,400,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.55,0,"Yes","No","No","Yes","No","No" +1806749,1,12,0,0,0,0,1,1,1,2,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +1148566,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2992618,69,3,23,133,239,341,43,139,216,312,36,"No",0,1,1,0,"No","No","No","Yes","No","No" +1676645,0,2,0,233,313,313,0,0,0,0,16,"No",0,0.44,0.62,0,"No","No","No","Yes","No","Yes" +1773199,6,8,3,71,103,134,25,61,95,138,20,"No",0,0.99,0.86,0,"No","No","No","Yes","No","Yes" +3050863,16,NA,0,0,0,0,1,8,12,23,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3084646,2,8,0,0,0,5,1,2,2,3,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1279049,9,9,0,0,0,1,2,4,6,7,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1827338,32,52,0,0,0,0,0,0,2,4,2,"No",0,0.5,0.83,0,"Yes","No","No","Yes","No","No" +1683924,150,2,0,0,0,36,9,25,46,63,3,"No",0,0.06,0.17,0,"Yes","No","Yes","Yes","No","No" +2276008,0,NA,0,0,38,53,0,90,90,92,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1738243,37,8,0,200,280,340,29,89,170,281,39,"No",40,1,0.88,0,"No","No","No","Yes","No","Yes" +1907012,2,8,0,0,0,0,1,1,1,4,0,"No",0,0.5,0.75,0,"Yes","No","No","Yes","No","No" +3265464,3,2,0,6,9,12,8,10,13,16,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +3051670,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3131201,3875,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1975811,25,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3080579,0,4,3,3,3,3,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1658758,0,8,0,212,212,212,0,5,10,15,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1357337,9,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1571790,5,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2298704,0,4,5,4,4,4,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1217094,0,8,0,17,26,35,1,8,24,37,1,"No",0,0.66,0.72,0,"No","No","No","Yes","No","Yes" +1466494,4,8,0,0,0,0,0,1,1,3,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2121697,-3,2,0,37,37,37,19,21,21,21,7,"No",0,0.96,0.96,3,"Yes","No","No","Yes","No","Yes" +1794369,38,12,0,0,0,0,3,6,7,8,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1670982,2,9,0,0,0,0,1,2,4,4,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2993019,11,3,0,0,0,0,1,3,7,12,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3094245,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1835333,823,2,0,0,0,0,0,0,0,0,18,"No",0,0,0.5,0,"Yes","No","Yes","Yes","No","No" +1828239,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1680589,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3214610,0,9,0,4,7,9,1,11,12,13,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","Yes" +2311265,82,8,0,39,78,117,6,37,89,134,24,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1925497,326,12,27,282,508,842,89,271,697,967,74,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1752301,350,4,0,0,0,0,39,137,297,433,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3175023,2,2,0,0,2,3,1,1,2,5,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2032187,3,2,0,2,6,8,0,2,5,9,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","Yes" +2149786,553,13,0,0,0,0,0,10,26,67,13,"No",0,0,0.37,0,"Yes","No","Yes","Yes","No","No" +1386705,267,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3149782,156,2,0,0,0,0,0,6,15,24,4,"No",0,1,0.95,0,"No","No","Yes","Yes","No","No" +1889625,3,8,0,0,0,0,2,2,2,4,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2181082,33,8,28,100,180,280,21,93,185,282,50,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2147918,4,8,0,9,17,25,3,10,12,20,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +3193002,13,8,0,12,12,24,5,8,14,26,14,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3173782,40,8,0,28,55,73,4,16,59,76,20,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +2834061,9,8,0,0,0,10,1,3,8,10,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1913828,0,2,0,21,34,38,0,1,2,2,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +2094187,37,8,0,109,229,373,50,139,209,311,63,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2022329,3,NA,0,4,8,10,4,6,7,9,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2101288,23,2,1,45,87,129,24,69,121,164,18,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1169428,77,8,6,0,25,71,13,34,84,114,33,"No",0,0.08,0.05,0,"No","No","Yes","Yes","No","No" +2196686,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2921925,1,8,0,5,8,14,2,4,8,11,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1713235,54,2,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1158898,321,8,176,340,820,1360,141,593,1210,1584,135,"No",0,0.97,0.8,0,"No","No","No","Yes","No","No" +1632609,2,8,0,20,20,20,1,3,7,11,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","Yes" +1675177,19119,NA,0,0,0,0,23,167,705,889,176,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2962057,2489,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1113522,743,2,0,0,0,0,1,4,26,27,34,"No",0,0,0.33,0,"Yes","No","Yes","Yes","No","No" +1340509,2,2,0,4,12,16,4,6,15,18,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2195685,93,8,10,17,34,68,18,41,85,146,24,"No",0,0.86,0.72,0,"No","No","No","Yes","No","No" +1698217,271,12,0,0,0,0,1,3,7,7,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2869306,0,2,0,37,67,67,0,0,0,0,0,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","Yes" +1198935,21,9,0,0,0,0,0,1,5,10,0,"No",0,0.85,0.83,0,"Yes","No","No","No","No","No" +3167035,10,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2971771,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1372362,160,9,0,0,0,0,0,2,2,6,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1940194,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1129518,3,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2987859,-1,12,0,22,34,54,9,24,41,56,0,"No",4,0.73,0.79,1,"No","No","Yes","Yes","No","Yes" +2023329,6,2,0,4,7,7,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","No" +1854347,209,52,0,0,0,0,2,7,15,27,2,"No",0,0.79,0.89,0,"Yes","No","No","Yes","No","No" +2813512,6,2,0,0,0,0,0,0,3,3,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1396663,3,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3117350,81,2,60,72,177,249,45,133,231,314,37,"No",0,0.22,0.13,0,"No","No","No","Yes","No","No" +2005410,561,8,222,1200,2280,3360,327,1086,2244,3418,229,"No",0,0.47,0.76,0,"No","No","No","Yes","No","No" +1832771,0,8,0,6,6,6,0,2,2,4,1,"No",0,0.2,0.31,0,"No","No","No","Yes","No","Yes" +3206201,184,8,0,0,0,0,4,7,18,32,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1891665,2,4,2,0,2,2,0,1,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1345515,1,9,0,6,6,6,1,2,3,5,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +2060178,1,9,0,2,2,2,0,0,1,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2941794,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1581622,38,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +2137581,1,12,0,8,8,8,0,2,7,10,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1827058,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1621366,-1,8,0,5,9,11,2,5,8,15,1,"No",0,0.95,0.95,1,"No","No","No","Yes","No","Yes" +3252185,14,2,0,0,10,15,0,2,15,26,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2271165,5,2,0,0,0,1,0,0,0,2,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3260369,5847,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +1807303,172,8,53,297,507,687,61,185,342,626,76,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2046595,100,13,0,0,1700,1700,12,34,58,90,2,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3218496,58,9,1,28,56,84,9,33,69,100,17,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1173119,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1945058,66,8,0,0,0,0,0,1,2,5,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2909837,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1783258,0,9,0,1,1,1,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1739605,42,8,1,408,680,952,86,290,534,774,90,"No",0,0.44,0.62,2,"No","No","No","Yes","No","Yes" +1282739,5,2,0,0,0,0,3,7,13,19,16,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +3048141,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3225311,93,NA,0,0,0,0,0,0,1,3,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2835456,12,12,1,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1448908,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +2858612,0,8,0,8,11,12,12,14,23,29,0,"No",0,0.66,0.85,0,"No","No","No","Yes","No","No" +1229388,11,2,11,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"Yes","No","No","Yes","No","No" +3159189,42,2,0,0,0,0,0,14,14,16,0,"No",0,0.66,0.66,0,"No","No","No","Yes","No","No" +3156973,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3282594,27,2,0,18,54,81,9,32,73,96,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1339328,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3042930,0,8,0,1,2,3,0,1,1,1,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +3243442,62,8,0,0,0,0,0,4,4,6,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1139801,3,8,0,2,2,4,2,4,7,10,0,"No",0,0.57,0.48,0,"No","No","No","Yes","No","Yes" +1558283,0,2,0,53,53,53,4,4,4,4,0,"No",0,0,0.33,0,"Yes","No","No","Yes","No","Yes" +1385959,137,8,0,0,0,0,2,19,28,46,3,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1167102,2,2,0,3,6,9,1,4,10,19,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1437549,39,12,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1925180,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1991998,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2163322,45,12,0,0,0,0,0,0,1,1,2,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +3068571,25,2,0,15,15,15,13,35,35,35,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3241521,24,8,0,0,30,30,1,8,24,33,0,"No",0,0.71,0.51,0,"No","No","Yes","Yes","No","No" +1312879,430,2,56,240,560,840,225,612,6971,6980,70,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +1443007,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1749186,5,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2833631,1368,4,175,3900,5200,9100,720,2234,4049,5820,488,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1310168,3,8,0,24,36,48,2,17,30,44,2,"No",0,0.5,0.37,0,"No","No","No","Yes","No","Yes" +2942644,36,2,0,0,0,0,4,4,9,9,3,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1923257,130,0,3,68,136,204,20,85,184,292,42,"No",0,0,0,0,"No","No","Yes","No","No","No" +2215828,250,2,394,1026,1806,2586,367,1068,1646,2214,334,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3282215,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1348662,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1766874,29,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1940479,-1193,12,0,3787,3787,3787,3,11,26,34,29,"No",0,0,0,1267,"No","No","No","Yes","No","Yes" +2191404,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1822761,90,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1191694,115,12,6,75,175,250,26,106,233,326,29,"No",0,0.96,0.86,1,"No","No","No","Yes","No","No" +3184218,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3039659,2,8,0,23,35,59,6,20,31,44,7,"No",0,0.66,0.71,0,"No","No","No","Yes","No","Yes" +1490256,631,NA,3,0,0,0,28,109,243,437,40,"No",0,-99,-99,0,"No","No","No","No","No","No" +1413698,48,NA,0,0,0,0,0,2,6,11,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1279092,108,8,0,8,8,12,0,4,9,15,7,"No",0,0,0.8,0,"No","No","No","Yes","No","No" +2240214,0,2,0,0,0,0,2,3,3,3,0,"No",0,0.89,0.84,0,"No","No","No","Yes","No","Yes" +1264165,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3172626,174,8,4,180,360,630,41,173,396,584,59,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1682776,384,4,0,0,0,0,3,8,29,42,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2897585,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1219342,4,2,0,0,0,0,0,0,0,1,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2870576,7,2,0,14,28,42,16,36,42,44,0,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","Yes" +1210351,43,9,0,38,38,38,1,3,12,13,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2993416,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2825436,8,8,0,0,0,0,0,0,0,2,1,"No",0,0.87,0.88,0,"Yes","No","No","Yes","No","No" +3103120,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1944886,0,12,0,15,19,27,3,8,11,19,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1664632,0,8,0,21,39,66,8,23,46,64,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3070474,0,12,0,3,3,4,3,5,7,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1792885,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1237270,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1932002,0,2,0,11,15,20,0,6,6,6,0,"No",0,0.04,0.03,0,"Yes","No","No","Yes","No","Yes" +1372682,335,2,50,399,799,1145,124,461,902,1240,124,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1963160,3277,8,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3148872,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","Yes","Yes","No","No" +2033399,10,8,0,92,137,182,13,53,109,167,18,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +2907888,105,12,2,0,18,63,14,33,58,84,35,"No",0,0.68,0.68,0,"No","No","Yes","Yes","No","No" +1683109,21,12,0,50,50,50,5,23,40,53,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2841996,0,4,0,58,78,98,11,24,40,63,16,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2975210,170,4,0,192,192,192,5,26,46,64,0,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +1578089,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1305739,0,9,0,27,27,27,9,9,9,9,0,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","Yes" +1241741,645,NA,5,0,0,0,12,27,50,82,15,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1477684,17,9,0,0,30,30,5,14,41,63,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2806974,30,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3064789,82,8,3,26,26,52,9,34,73,109,18,"No",0,0.58,0.75,0,"No","No","No","Yes","No","No" +1516540,5,9,0,0,0,0,0,0,0,1,1,"No",0,0.03,0.1,0,"No","No","No","Yes","No","No" +1236801,160,8,0,0,0,0,5,22,36,58,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +3024130,46,9,0,0,0,0,1,6,15,21,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +2274805,87,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1782853,18,13,0,0,0,5,3,4,12,21,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2063945,0,8,8,5,13,20,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +3095181,6,9,0,0,0,0,0,0,2,3,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2964035,25,2,0,0,0,0,0,0,0,4,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1814298,16,12,0,2,2,7,1,4,13,14,2,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3204760,223,15,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1426317,0,8,0,115,195,195,0,0,0,0,20,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","Yes" +2304506,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1591438,-4,8,0,23,40,48,1,6,17,32,5,"No",1,0.73,0.73,4,"No","No","No","Yes","No","Yes" +2299799,226,2,72,509,1092,1706,173,644,1298,2003,137,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2107437,45,8,72,294,516,732,110,316,4400,4679,54,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1578336,293,8,116,612,924,1236,164,525,1010,1517,241,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +3111397,0,8,0,0,0,11,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1746350,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1169052,118,2,0,0,0,230,11,39,82,100,0,"No",0,0.87,0.64,0,"No","No","Yes","Yes","No","No" +2261170,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1629808,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1140921,53,4,77,51,153,272,13,72,129,152,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1880213,121,4,232,552,1004,1288,79,288,625,923,15,"No",33,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3159208,8,8,0,4,4,4,1,2,5,10,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1362112,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2953738,81,2,140,99,233,353,35,174,313,491,70,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3246243,35,2,10,80,180,280,21,59,113,128,0,"No",0,0.47,0.44,0,"No","No","No","Yes","No","No" +3213851,13,9,0,0,0,0,0,0,0,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1757548,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2199227,6,2,0,0,0,2,3,3,11,11,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2841433,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","Yes","Yes","No","No" +1207570,105,2,30,230,480,760,48,107,153,154,65,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1521519,-1,2,0,40,56,88,16,36,60,82,0,"No",10,0,0,1,"No","No","Yes","Yes","No","Yes" +1918112,369,0,51,429,819,1209,177,475,1023,1520,189,"No",0,0,0,0,"No","No","No","No","No","No" +1578977,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +1596870,10,8,0,27,48,69,13,29,50,80,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +3193975,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2163162,9,4,3,3,12,12,0,0,0,0,0,"No",0,0.93,0.85,0,"Yes","No","Yes","Yes","No","No" +2265561,96,2,1,98,242,386,20,97,227,317,52,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2936900,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1539413,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.95,0,"No","No","Yes","Yes","No","No" +1318534,19,9,0,0,0,4,1,6,9,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2849741,29,8,0,0,0,0,1,1,2,3,0,"No",0,0.35,0.68,0,"Yes","No","No","Yes","No","No" +2013551,8,8,0,0,0,0,1,3,6,9,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3280714,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1274364,21,8,10,62,117,173,33,72,149,228,2,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2904273,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2001791,0,8,1,2,4,6,2,4,5,11,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1227626,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1705306,81,2,51,36,72,144,45,108,161,218,26,"No",0,0.47,0.51,0,"No","No","Yes","Yes","No","No" +2113464,2,8,0,2,4,4,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2877103,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1804479,670,52,0,0,0,0,0,5,14,34,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2098892,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2816439,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2934424,21,8,0,0,0,0,0,1,1,1,10,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1310690,2874,4,12,0,0,7000,220,741,1518,2469,251,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1365875,0,3,0,12,18,24,2,7,8,12,2,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","Yes" +1495969,0,2,65,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1360512,3,12,0,0,0,1,1,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1181622,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3100735,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3071676,6718,2,20,0,0,0,302,784,1223,1720,193,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1500481,155,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2183274,1,8,0,15,22,36,1,5,14,19,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +2990889,267,8,93,0,0,0,0,0,0,2,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1472628,0,12,0,6,6,6,0,2,3,6,0,"No",0,0.56,0.46,0,"Yes","No","Yes","Yes","No","Yes" +2275284,-2,8,0,57,132,177,28,78,154,263,27,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1647967,2,4,0,0,0,0,1,1,1,1,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1976582,182,2,0,0,0,0,0,0,0,0,9,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +2304277,3,8,0,0,2,3,2,2,4,7,2,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +3063458,3,8,6,6,8,14,2,6,10,18,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1773358,3,8,0,0,2,3,0,1,2,4,0,"No",0,0.78,0.71,0,"No","No","No","Yes","No","No" +3225033,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2854829,90,2,0,0,300,300,25,66,143,199,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1655348,1017,NA,88,0,0,0,704,1548,2974,4707,537,"No",0,-99,-99,0,"No","No","No","No","No","No" +2085587,134,8,0,63,219,355,47,147,327,485,65,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2954617,77,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.88,0,"Yes","No","No","Yes","No","No" +1296191,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1475977,420,8,0,0,0,0,6,18,39,64,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2864103,119,2,0,0,0,0,1,1,6,12,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2945001,286,8,0,270,270,270,5,27,77,115,20,"No",0,0.05,0.07,0,"No","No","No","Yes","No","No" +2054918,11,2,0,10,10,20,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2099993,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1858289,2,8,0,2,3,5,0,1,5,6,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1792569,2,8,0,21,35,48,7,23,33,55,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1682848,11,12,0,0,0,0,7,23,47,65,13,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1952807,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1990960,1,8,0,8,8,8,1,2,7,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3250836,36,12,1,5,30,35,8,23,44,54,2,"No",0,0.33,0.4,0,"No","No","Yes","Yes","No","No" +3275747,11,8,0,0,6,12,1,5,16,30,1,"No",0,0.18,0.38,0,"No","No","No","Yes","No","No" +1221426,586,2,606,2657,4522,5004,208,524,1675,4765,300,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +1748735,3291,NA,0,0,0,0,0,0,0,0,17,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1610504,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1600609,9,8,0,19,19,30,6,16,32,71,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1720507,2,2,0,1,2,3,1,1,3,3,0,"No",0,0.37,0.4,0,"Yes","No","No","Yes","No","Yes" +2916822,15,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1537969,2779,8,3,0,1600,1600,14,35,74,112,39,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3068115,8,12,15,0,15,15,4,10,17,27,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1292767,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.42,0.41,0,"No","No","No","Yes","No","Yes" +1313595,4,15,0,5,10,15,3,6,11,16,0,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +1671214,0,8,0,1,1,1,0,0,0,1,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1338128,102,8,0,0,0,0,1,2,2,2,0,"No",0,0.97,0.9,0,"No","No","Yes","Yes","No","No" +2853921,11,4,0,0,0,2,4,5,6,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1164950,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +1772671,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3028906,186,9,20,36,108,162,25,93,165,231,24,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1403336,3,2,0,0,0,0,1,1,2,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1641011,0,9,0,8,8,8,0,0,4,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2987701,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","Yes" +2845409,6,12,0,0,1,4,0,1,5,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3131028,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +1876680,96,8,0,0,0,22,9,21,78,124,9,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +1515090,1200,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1733991,4050,8,30,0,1750,4060,72,234,494,753,749,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3091311,8,12,0,198,273,423,12,63,80,80,25,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1464076,17,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1624605,0,4,0,2992,3392,4480,0,0,0,0,0,"No",1488,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1435702,21,9,0,0,0,0,0,1,1,2,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +3268022,8,NA,0,0,0,0,4,10,19,33,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1822378,2,2,0,2,2,2,3,6,7,7,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2037054,6,6,0,52,67,77,12,37,77,121,23,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1925151,11,8,1,0,4,8,1,4,10,14,3,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1707002,146,10,0,0,0,0,5,21,43,80,2,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3166184,9,2,0,16,32,48,4,14,25,36,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1848942,56,13,45,40,80,145,8,48,96,154,194,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3168629,46,9,0,0,0,0,3,6,8,20,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1855537,0,2,0,5,6,6,0,0,0,0,1,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +1683430,73,2,0,0,0,30,5,17,87,108,6,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +3068865,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2137030,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1833491,1804,8,587,0,0,0,91,256,520,868,92,"No",0,0.32,0.66,0,"Yes","No","No","No","No","No" +3032624,18,8,0,0,0,0,0,0,1,1,2,"No",0,0,0.25,0,"No","No","Yes","Yes","No","No" +2013219,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1205633,6750,4,3510,6000,12000,19200,966,7613,14101,19416,860,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1933189,9,8,0,0,0,0,0,2,2,2,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1840386,15,8,0,2,2,2,0,0,0,0,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +1552933,4,12,0,0,0,0,0,1,2,2,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2011487,14,2,0,0,0,20,0,4,10,10,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +3039049,2,2,10,20,30,30,4,5,6,6,0,"No",0,0.53,0.53,0,"No","No","No","Yes","No","Yes" +1917915,23,8,1,0,0,0,2,6,11,18,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3110785,1139,2,5,1183,2515,3403,437,1421,2409,3294,367,"No",0,1,1,0,"No","No","No","Yes","No","No" +1146139,0,8,0,5,7,7,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","Yes" +3203586,9,4,0,0,0,0,0,0,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1710935,34,8,0,75,75,75,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1507639,51,4,0,0,0,0,3,4,11,18,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3054086,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +3175231,50,4,0,20,60,60,12,36,64,92,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2823126,18,8,0,0,0,0,0,1,4,6,1,"No",0,0.95,0.83,0,"No","No","No","Yes","No","No" +3249119,243,5,180,504,1188,2016,696,1434,2008,2008,85,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +1907323,0,8,0,7,10,12,0,0,2,15,2,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","Yes" +1431541,0,2,0,7,11,15,3,4,10,11,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2154026,10,4,10,0,0,10,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1555490,85,0,11,174,336,484,44,168,356,537,42,"No",0,0.93,0.86,0,"No","No","No","No","No","Yes" +3208803,17,9,0,0,0,0,0,0,0,1,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1625337,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1553098,311,16,27,0,216,432,80,282,550,759,93,"No",0,0.79,0.62,0,"No","No","No","Yes","No","No" +2097643,101,8,2,0,0,0,4,8,15,29,6,"No",0,0.5,0.82,0,"No","No","No","Yes","No","No" +2249437,12,2,0,5,20,30,2,5,13,18,0,"No",0,0.64,0.52,0,"Yes","No","No","Yes","No","No" +2941587,70,2,0,0,0,22,4,10,14,14,2,"No",0,1,0.58,0,"Yes","No","No","Yes","No","No" +3086806,8,8,0,37,37,37,7,16,29,38,1,"No",0,0.78,0.83,1,"No","No","No","No","No","No" +2987444,7,12,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2908447,10,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1733723,63,2,0,0,0,0,0,0,13,13,1,"No",0,0.36,0.29,0,"Yes","No","No","Yes","No","No" +1379947,56,8,0,0,0,0,2,4,7,9,7,"No",0,0.66,0.66,0,"No","No","Yes","Yes","No","No" +1117442,12,9,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2003259,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +2243417,6,9,0,0,0,0,0,0,0,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3083110,24,8,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +1325432,4,2,0,0,0,0,1,1,1,3,0,"No",0,0.13,0.14,0,"Yes","No","No","Yes","No","No" +1481083,21,4,14,18,54,72,9,22,40,55,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1734358,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1501357,5,8,6,0,9,12,2,6,20,26,3,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +1176257,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1900144,7,8,0,11,23,26,0,0,0,0,12,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1515939,219,8,51,360,720,1100,96,325,618,955,111,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2171873,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1432444,1,8,0,15,27,39,4,10,17,26,2,"No",0,0.73,0.52,0,"No","No","No","Yes","No","Yes" +2003778,0,8,0,74,104,134,13,29,67,103,18,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +2876192,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +1176277,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2161293,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.57,0,"Yes","No","No","Yes","No","No" +1610520,8,9,5,10,18,30,7,19,30,42,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1398651,214,8,0,0,0,0,5,12,36,51,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1460684,630,8,0,3373,5610,8340,0,0,0,0,0,"No",280,0.86,0.6,0,"No","No","No","Yes","No","No" +1865734,6,9,0,0,0,0,0,0,1,2,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1379364,1,4,0,0,0,0,1,1,1,1,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +2275324,7,2,0,5,10,20,0,2,3,6,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1639201,0,8,0,123,123,123,0,34,147,221,0,"No",9,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1414937,236,2,0,0,0,0,0,4,4,4,1,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +1632504,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","Yes","Yes","No","Yes" +2036884,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1132988,19,2,0,12,18,18,3,5,5,5,0,"No",0,0,0.12,0,"No","No","No","Yes","No","No" +1196641,3,2,5,44,93,149,24,51,89,134,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2112949,3,8,0,9,9,9,2,2,2,2,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +3275764,3,9,0,5,9,14,0,4,6,7,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2873370,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2928924,5099,8,0,0,0,0,2,5,8,12,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1438668,1,9,0,12,12,18,1,2,8,10,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1120841,105,2,36,42,78,102,30,94,130,149,52,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2287642,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1610650,755,2,0,0,0,0,23,64,146,230,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1114167,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1674755,3,12,0,27,27,54,5,13,20,28,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3254387,169,2,10,100,100,100,20,20,22,22,0,"No",0,0.99,0.89,0,"Yes","No","No","Yes","No","No" +3037463,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1113483,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3224640,2674,8,0,0,0,0,17,53,130,175,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1795861,39,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1824082,55,52,0,0,0,0,15,22,40,80,2,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1615925,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3178482,138,8,8,753,852,1248,151,399,723,1105,132,"No",0,0.53,0.44,3,"No","No","Yes","Yes","No","No" +3153165,11,2,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1532744,20,2,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2150199,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.08,0.3,0,"No","No","Yes","Yes","No","No" +1589746,1,2,0,15,23,33,6,10,22,34,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1313905,0,12,0,7,9,12,0,2,5,11,5,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +2882766,0,9,0,31,51,76,4,16,42,68,7,"No",13,0.7,0.66,0,"No","No","No","Yes","No","No" +1175759,47,8,0,468,768,1152,37,236,425,611,90,"No",144,0.08,0.05,0,"No","No","Yes","Yes","No","No" +1270479,34,4,16,46,66,86,14,42,78,114,23,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1607795,10,8,0,0,0,3,2,5,6,7,2,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1131437,39,2,16,64,130,196,12,41,43,43,14,"No",0,0.83,0.71,0,"No","No","Yes","Yes","No","No" +1517235,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1794820,11,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3273371,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2098224,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +3267555,2,14,0,10,10,10,0,2,3,4,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1582846,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2958855,59,16,0,0,0,0,0,2,2,3,1,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +2021472,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +3263873,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.85,0,"No","No","No","Yes","No","No" +1317413,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1943871,0,12,0,2,3,4,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1993489,10,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1927723,44,12,0,0,0,0,3,7,7,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1855332,517,8,468,720,1728,2808,172,853,1891,2710,253,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3199045,8,8,0,19,19,19,0,1,3,5,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1782340,2,2,0,30,45,60,8,16,33,45,4,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1131711,17,4,0,20,55,90,6,23,79,105,10,"No",0,0.82,0.91,0,"No","No","No","Yes","No","Yes" +2047680,28,2,0,0,0,0,0,3,8,13,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1623905,362,14,269,180,240,300,80,144,238,427,203,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1309842,8,8,0,4,8,8,3,4,12,19,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +2135746,55,9,0,0,0,0,3,10,13,20,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1936687,1409,8,0,0,0,0,2,614,685,774,54,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2022206,-57,9,0,438,536,683,175,272,370,535,29,"No",0,0.52,0.41,57,"No","No","No","Yes","No","Yes" +2034934,0,8,0,6,6,6,1,2,3,5,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +2307779,5,2,0,4,8,12,2,11,15,19,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1562456,7,12,5,8,8,8,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2941915,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1534424,6,13,0,0,0,0,0,1,2,2,5,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +3055808,1,NA,0,0,0,0,0,4,6,6,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2286380,0,NA,0,4,6,9,0,1,7,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1146700,9,8,0,0,0,0,0,0,3,7,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1140256,94,8,0,0,0,0,1,3,3,6,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +2142328,1,8,0,1,1,2,3,3,4,9,1,"No",0,0.7,0.71,0,"No","No","No","Yes","No","Yes" +2067853,52,12,14,69,114,159,7,37,82,138,18,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2091454,0,2,0,175,175,175,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3137469,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1169030,423,4,4,51,197,302,575,1395,2223,3040,108,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1321907,39,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +3014303,48,NA,0,0,0,0,2,3,6,14,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3265197,1,8,0,1,2,3,0,1,2,3,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1605292,11,8,0,0,0,0,0,1,1,1,3,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +3197685,30,2,0,0,0,0,3,4,4,6,0,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1775736,10,8,0,0,0,0,0,0,3,3,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1527838,91,8,99,177,323,491,64,185,331,525,44,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1651909,38,2,0,0,0,0,0,0,2,2,2,"No",0,0.76,0.82,0,"Yes","No","Yes","Yes","No","No" +1754643,3,52,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"Yes","No","No","No","No","No" +3076788,238,4,0,0,0,0,0,0,4,4,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3260432,1,12,0,38,74,110,17,54,91,125,14,"No",0,0.94,0.87,0,"No","No","No","Yes","No","Yes" +3163503,0,3,0,6,6,6,0,0,0,0,1,"No",0,0.87,0.79,0,"No","No","No","Yes","No","No" +1300809,4,8,0,25,25,25,4,9,16,20,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1736114,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1962760,19,8,0,0,50,50,7,16,26,32,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2861421,0,8,0,12,19,19,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1184082,2,4,8,16,27,36,1,9,12,15,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1410629,186,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +2830325,-1,8,0,23,33,43,1,12,27,42,6,"No",0,0,0.03,1,"Yes","No","No","No","No","No" +1186786,-89,8,58,455,700,936,321,533,712,1262,137,"No",0,1,0.99,129,"No","No","No","Yes","No","Yes" +1228418,214,8,0,280,280,560,59,155,316,532,71,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1632953,20,8,0,2,37,71,8,8,8,8,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1354407,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2159186,929,8,616,1008,1728,2208,275,800,1550,2470,319,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1303359,0,8,0,3,4,5,0,2,3,3,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2254120,68,2,0,0,0,0,0,1,1,2,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1643120,2507,4,0,3942,10530,15606,921,4064,11167,23350,942,"No",0,0.7,0.64,0,"No","No","No","No","No","No" +1666549,72,8,0,0,0,0,1,8,23,55,3,"No",0,0.3,0.3,0,"No","No","Yes","Yes","No","No" +3282590,9,2,0,0,0,0,0,0,1,1,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2302002,0,2,0,48,72,96,17,40,64,84,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3143126,58,8,1,0,10,40,5,24,52,78,8,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2850290,35,2,0,90,110,120,1,20,22,23,0,"No",0,0.19,0.46,0,"No","No","No","No","No","No" +1217504,28,8,0,0,0,0,2,4,7,9,1,"No",0,0,0.48,0,"No","No","No","Yes","No","No" +1848740,215,8,125,175,548,962,91,421,995,1334,120,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1660460,2,8,0,2,4,7,2,4,5,5,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2859350,58,4,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1796980,157,2,39,253,618,1025,76,353,743,1313,62,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +3101420,575,8,304,552,1032,1560,298,753,1244,1822,383,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2270590,4,2,18,51,93,129,12,24,24,24,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1607113,0,2,0,72,108,108,0,0,0,0,4,"No",0,0.67,0.55,0,"Yes","No","No","No","No","Yes" +1362757,1,4,1,2,3,3,1,5,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1633345,39,4,67,0,0,0,0,133,133,133,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3141739,12,8,0,0,0,0,1,1,1,1,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1537639,25,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1444244,4,2,0,36,66,108,13,33,89,108,0,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +2234675,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.42,0,"No","No","Yes","Yes","No","No" +2286273,8737,12,2832,20297,29297,37397,4346,10499,20157,35380,4155,"No",497,0.73,0.69,0,"No","No","No","Yes","No","No" +1123870,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1226640,4,8,0,6,6,6,0,4,6,6,0,"No",0,0.88,0.88,0,"No","No","No","Yes","No","No" +1237549,26,8,0,80,140,220,19,68,143,233,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1300224,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2057451,64,2,9,131,274,377,13,24,24,24,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2966427,3,4,0,0,0,1,0,0,3,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3026747,4,2,4,3,3,3,0,0,0,0,0,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +2930125,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1755842,1043,12,0,0,0,0,1,1,6,22,8,"No",0,-99,0.25,0,"No","No","Yes","No","No","No" +2105450,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2259707,209,4,14,200,500,700,72,249,480,670,71,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1902325,0,3,0,5,8,9,0,0,0,0,1,"No",0,0.03,0.1,0,"Yes","No","Yes","Yes","No","No" +2899491,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1290957,5,9,0,4,8,8,3,6,10,16,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1367706,26,2,15,53,118,183,24,50,2953,2988,0,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1205380,10,8,0,76,127,184,25,61,125,181,16,"No",0,0.72,0.77,0,"No","No","No","Yes","No","Yes" +1251169,49,8,0,0,0,0,3,5,11,11,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2299364,15,2,0,2,2,2,0,1,5,6,3,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1692098,-301,8,112,605,924,1254,540,1076,1961,2122,129,"No",0,1,0.9,301,"No","No","No","Yes","No","Yes" +1215330,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1454364,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3170031,26,17,0,0,0,0,2,7,19,28,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1354283,2339,2,1208,2000,3000,5000,570,1699,3323,5652,448,"No",0,0.9,0.95,0,"No","No","Yes","Yes","No","No" +2165786,133,8,2,0,120,120,3,29,146,210,4,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1176608,79,5,21,124,201,266,26,65,143,284,69,"No",0,1,0.97,1,"No","No","No","Yes","No","No" +1456923,4,8,0,0,0,0,1,2,4,8,3,"No",0,0.75,0.84,0,"Yes","No","No","Yes","No","No" +3183897,115,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2239597,0,8,0,4,5,7,0,3,3,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2194159,251,8,0,0,0,0,8,37,98,132,24,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1277195,61,NA,0,0,0,0,0,4,5,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1778485,28,9,0,0,0,0,1,2,3,5,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2309306,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1919487,75,8,0,0,0,0,3,8,16,30,2,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1941592,3,2,0,0,1,2,3,10,11,12,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +1363854,305,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1677616,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1956367,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1549799,32,8,0,0,0,0,2,3,4,5,3,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +3146083,44,9,0,0,0,0,1,1,3,3,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1825631,255,8,44,250,450,650,36,184,355,660,60,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2868501,0,8,0,0,0,0,25,101,126,156,0,"No",0,0.68,0.75,0,"Yes","No","No","Yes","No","No" +1152245,0,2,0,5,7,8,0,0,0,2,1,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +3266113,310,9,0,0,0,0,0,0,0,5,70,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1533365,53,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1180830,4,8,0,0,0,5,0,0,2,4,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1604403,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1592387,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3217869,1633,8,620,4540,6940,10140,1500,4113,7429,11222,1138,"No",140,0.82,0.81,0,"No","No","No","Yes","No","No" +2284215,5098,8,0,0,0,0,0,13,21,40,3,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +3105902,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2003724,5,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3270591,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2267230,3265,8,0,0,0,0,0,0,21,27,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1887809,49,4,0,0,0,0,4,21,22,23,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2314613,7,8,0,0,0,0,4,4,4,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2804377,0,8,0,8,8,11,0,0,6,8,0,"No",0,0.36,0.44,0,"Yes","No","No","Yes","No","No" +1867773,4,9,0,16,27,49,3,11,21,35,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1730573,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2995378,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1885447,-1,8,0,25,33,41,0,9,29,36,5,"No",0,0.84,0.77,1,"No","No","No","Yes","No","Yes" +1284162,0,2,0,75,75,75,0,1,6,6,11,"No",0,0.37,0.42,0,"No","No","No","Yes","No","Yes" +1912430,12,12,0,44,104,146,9,37,73,112,24,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1135064,12,8,0,0,0,0,0,1,3,9,0,"No",0,0.93,0.8,0,"No","No","No","Yes","No","No" +3278648,863,2,42,0,465,930,132,454,867,1333,154,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3176377,10,52,0,0,0,0,0,0,3,3,0,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +3051779,1601,8,550,2301,4315,5935,824,2192,4311,7163,811,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +3088128,22,12,0,0,0,4,2,8,13,19,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2960279,73,16,0,0,0,0,5,12,23,40,1,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +3241951,-9,8,0,257,383,467,51,163,277,373,50,"No",1,0.41,0.46,9,"No","No","No","Yes","No","Yes" +1559326,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2272568,898,NA,0,0,0,0,0,1,1,4,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1316461,1,52,0,6,72,72,0,1,14,24,0,"No",0,0.61,0.62,0,"Yes","No","No","No","No","Yes" +2049970,12,12,0,0,0,0,0,0,0,0,2,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +2065224,232,8,0,0,0,0,2,10,29,45,2,"No",0,0.24,0.31,0,"No","No","Yes","Yes","No","No" +1910774,253,8,0,440,440,440,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1937165,2,8,0,30,30,30,0,5,13,16,4,"No",0,0.77,0.87,0,"No","No","No","Yes","No","Yes" +3249129,3,NA,0,0,0,0,0,2,9,11,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1122770,141,8,1,0,0,0,11,36,82,138,23,"No",0,0.08,0.05,0,"No","No","Yes","Yes","No","No" +1907675,3,3,0,0,1,2,0,0,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2194942,305,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1818275,22,9,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2108312,47,8,0,0,0,0,5,21,55,65,0,"No",0,0.73,0.88,0,"No","No","No","Yes","No","No" +1687573,82,8,0,0,0,0,2,11,12,19,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1175482,138,8,5,0,260,260,17,55,103,143,41,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1765622,29,8,0,0,0,0,1,1,3,7,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1452212,40,2,0,5,5,5,3,12,30,32,1,"No",0,0.45,0.57,0,"Yes","No","No","Yes","No","No" +1191802,17,6,0,13,26,39,10,23,49,67,5,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +3164576,1,8,0,3,5,7,0,3,7,7,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2935464,22,2,0,0,0,0,1,1,3,4,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1177743,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +3278076,440,8,0,512,784,784,78,232,510,980,127,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1192010,0,8,0,11,19,23,4,6,15,26,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2283828,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1881212,48,4,0,30,30,30,3,16,27,32,1,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +3122991,1,2,0,90,90,148,13,40,65,98,28,"No",10,0.05,0.32,0,"No","No","No","Yes","No","Yes" +1420496,16,8,0,0,0,10,5,17,28,46,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1135587,111,2,104,174,324,444,108,201,266,313,92,"No",0,0.1,0.04,0,"Yes","No","Yes","Yes","No","Yes" +2015593,4,4,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1946553,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2153576,6,8,0,17,35,53,6,18,27,39,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1453174,21,NA,0,1000,1000,1200,3,5,6,19,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +3206711,13,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1786562,343,8,1,539,1108,1398,29,189,666,1258,67,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1993479,52,12,4,201,286,286,61,148,387,720,26,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +3021919,10,2,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2944766,0,2,0,14,14,14,0,0,0,0,0,"No",4,0.66,0.64,0,"No","No","No","Yes","No","No" +1471236,107,2,0,0,0,0,0,0,0,0,17,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +3047976,4,8,0,0,0,0,0,0,1,2,2,"No",0,0.95,0.83,0,"No","No","No","Yes","No","No" +2808707,196,2,184,405,804,1227,140,443,912,1300,279,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2163235,1,2,0,3,3,3,1,3,3,3,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2181179,26,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2201344,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2160397,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2921634,5,8,0,24,40,56,7,20,34,64,1,"No",0,0.55,0.4,0,"No","No","No","Yes","No","Yes" +2971151,124,8,237,195,435,720,78,342,577,862,58,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +2889775,71,4,0,10,70,130,10,27,53,64,25,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1813259,-5,8,20,182,257,362,87,258,304,384,69,"No",0,0.91,0.93,25,"No","No","Yes","Yes","No","Yes" +1925446,-6,12,0,360,360,360,21,63,136,234,46,"No",0,0,0,26,"No","No","No","Yes","No","Yes" +3026935,57,8,0,0,0,0,4,12,16,24,1,"No",0,0.56,0.65,0,"No","No","No","Yes","No","No" +1537553,9,2,0,90,90,90,16,17,17,17,4,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +2841442,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2115030,35,8,0,0,0,0,0,0,0,4,0,"No",0,0.94,0.95,0,"No","No","No","No","No","No" +1936933,0,8,0,14,28,34,1,11,18,27,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3204619,52,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2164072,4,9,0,0,0,0,0,0,0,0,3,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1989472,4,8,0,0,0,0,0,0,0,2,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1258245,46,NA,0,0,0,0,0,1,3,3,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3205242,43,8,0,0,0,0,1,1,3,10,4,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3161746,1,8,0,4,5,7,0,3,3,3,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +1325881,100,8,0,0,0,0,0,2,2,5,4,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2242165,12,3,0,0,4,9,0,37,42,42,2,"No",0,0.75,0.65,0,"No","No","No","Yes","No","No" +1822335,183,2,36,120,300,480,57,254,446,628,76,"No",0,0.81,0.86,0,"No","No","No","Yes","No","No" +1560526,20,12,0,10,10,10,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1748368,230,8,0,0,0,0,4,5,15,19,17,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1515710,5,8,0,0,0,0,0,0,1,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2187037,0,9,0,1,1,1,1,1,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2926739,7,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1171542,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2053519,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +1838376,3,8,0,0,1,2,0,0,2,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1547590,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1948639,337,8,57,27,120,337,22,130,403,620,24,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +3072997,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1161923,18,8,0,0,0,0,0,4,4,4,4,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1835269,1,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1989710,13,8,0,0,0,0,0,5,16,29,9,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +2305366,79,8,0,70,140,266,2,107,162,241,69,"No",0,0.74,0.82,0,"No","No","No","Yes","No","No" +2855830,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1337863,18,9,0,0,5,10,2,6,11,22,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1580819,2,2,0,24,36,60,11,27,54,66,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +3003334,0,12,0,6,12,17,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1147751,0,9,0,2,2,3,1,2,2,2,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2854416,2571,8,113,0,0,0,90,230,579,812,48,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +1911466,1,9,0,6,10,10,0,4,8,8,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1561186,31,12,0,0,0,3,5,6,16,35,11,"No",0,0.22,0.26,0,"No","No","No","Yes","No","No" +1808728,10,9,0,0,0,0,4,4,4,4,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +3093921,21,8,0,0,0,0,0,2,4,5,1,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1749369,8,8,0,24,40,56,8,21,34,45,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1973410,2,12,0,0,0,0,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2226396,13,2,0,9,15,24,3,17,25,35,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1297494,2,8,0,17,24,38,4,16,30,42,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3207519,25,2,0,0,0,0,4,4,5,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3066872,2111,13,508,330,1557,2550,270,873,2263,3974,429,"No",0,0.42,0.64,2,"No","No","No","Yes","No","No" +1121942,0,2,0,1200,2112,2864,0,0,0,0,136,"No",0,0.92,0.79,0,"No","No","Yes","No","No","Yes" +2128912,2,2,0,17,35,51,3,14,29,41,0,"No",1,0.9,0.88,0,"No","No","No","Yes","No","Yes" +1340451,36,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.45,0,"Yes","No","No","Yes","No","No" +2224717,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +1585381,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1557292,38,2,25,121,182,282,39,126,246,368,40,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1783356,0,2,2,3,6,9,2,3,5,8,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1970030,1924,2,18,0,0,0,248,1121,2177,3117,99,"No",0,0.68,0.85,0,"No","No","No","Yes","No","No" +2933821,13,9,0,4,14,22,1,10,15,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1116834,2,8,0,4,6,9,1,5,6,9,2,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2296659,348,12,29,828,1324,1982,213,629,1430,2008,255,"No",190,0.68,0.7,0,"No","No","Yes","Yes","No","No" +3050807,184,2,0,0,0,0,8,38,56,80,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2226251,13,12,0,0,0,0,1,2,3,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1125193,12,2,0,24,72,96,6,22,39,55,4,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2881174,90,8,2,41,106,158,12,24,81,152,49,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +3254933,52,2,0,0,0,0,1,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3114736,50,8,0,0,0,0,5,17,27,48,3,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +2013103,24,52,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2121818,97,12,0,0,0,0,3,6,12,14,6,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3233949,423,11,2,0,240,400,50,199,409,608,168,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3170598,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1330089,312,8,134,802,1450,2074,222,718,1389,2142,216,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2926896,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1917242,0,8,0,102,141,167,0,0,0,0,13,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1150360,1471,8,0,0,0,0,0,10,10,10,0,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2143171,10,6,0,13,39,52,7,23,49,70,5,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2302108,36,8,0,190,190,235,19,72,147,203,1,"No",0,0.72,0.63,0,"No","No","Yes","Yes","No","No" +2070487,1,8,0,50,50,50,1,8,16,30,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3063533,1385,2,412,2160,4560,7440,800,2490,4949,7013,841,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2137151,-1,12,0,6,9,11,3,5,8,9,0,"No",0,0.7,0.77,1,"Yes","No","No","No","No","Yes" +3031357,100,8,13,169,324,470,49,170,299,484,35,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1862710,10,8,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1291353,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +2933641,47,8,0,0,240,240,0,0,0,0,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2044207,1,2,1,2,2,2,3,5,5,5,0,"No",0,0.5,0.2,0,"Yes","No","No","Yes","No","No" +1264778,10,8,0,0,0,0,1,1,1,1,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +2145725,12,2,0,37,49,61,16,22,30,40,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1900338,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1148980,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2924254,50,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1381532,44,8,9,16,56,100,15,50,104,181,5,"No",0,0.86,0.56,0,"No","No","No","Yes","No","No" +3130835,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","Yes","Yes","No","No" +2278419,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1130953,128,8,0,19,95,190,13,68,179,245,23,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1952928,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1354894,28,8,0,0,0,0,2,8,10,11,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1157355,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1689776,32,9,0,0,0,0,0,1,2,2,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1307364,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2920996,21,8,0,6,6,6,1,5,12,16,4,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3100664,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1716043,37,2,0,60,120,180,15,45,72,89,0,"No",0,0.24,0.31,0,"Yes","No","No","Yes","No","Yes" +2133715,36,8,0,0,0,0,0,0,2,2,0,"No",0,-99,0.48,0,"Yes","No","No","Yes","No","No" +1173168,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1665656,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1223645,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.64,0,"Yes","No","Yes","Yes","No","No" +3052397,68,2,0,0,0,0,0,0,0,2,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +3127327,1446,52,0,0,0,0,15,41,95,168,37,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1914265,274,17,0,0,0,0,0,0,1,2,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +1625728,16,8,0,0,0,1,3,8,16,22,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1463518,49,2,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1588440,4,9,0,43,63,83,2,20,39,57,3,"No",16,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1781154,0,NA,0,0,0,0,2,5,17,21,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1683793,0,8,0,13,23,28,6,15,28,43,0,"No",0,0.61,0.57,0,"No","No","No","Yes","No","Yes" +2029329,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3106699,21,4,0,0,0,0,4,9,15,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1456495,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1832033,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3236002,18,2,0,10,30,40,3,23,39,60,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2146392,21,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +3011342,104,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1541114,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"No","No","No","Yes","No","Yes" +1205758,70,8,0,0,0,0,12,23,41,58,5,"No",0,0.99,0.72,0,"Yes","No","No","Yes","No","No" +1686613,7,8,0,6,18,24,5,13,18,34,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2174143,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3060125,85,8,2,48,144,240,11,53,120,193,31,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3046417,13,10,0,40,40,80,11,46,72,89,1,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1951167,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1256811,14,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1166811,15,8,0,0,0,0,0,0,2,3,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2212370,4,2,0,7,7,7,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1609221,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +3124535,47,2,0,0,0,0,1,2,5,9,0,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1232656,0,8,0,25,25,35,1,10,20,29,13,"No",14,0.96,0.96,1,"No","No","No","Yes","No","Yes" +1481255,11520,8,0,0,0,0,0,0,0,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1114363,2,8,0,1,1,2,0,0,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3050983,176,8,98,0,0,0,1,22,49,85,38,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3059787,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2998323,687,2,157,48,432,864,134,419,813,1286,121,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1363379,135,52,0,0,0,0,1,2,4,7,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2831553,0,4,9,5,6,6,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1504542,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1819682,14,8,0,0,0,0,0,1,12,14,5,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2927969,134,8,0,0,0,0,1,16,23,26,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1758432,8,8,0,0,3,6,1,3,11,15,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2106296,0,8,0,10,14,18,5,12,13,14,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1121257,2,8,0,1,2,4,1,2,9,11,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2084588,14,8,0,0,0,0,0,0,1,1,2,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1615939,11,12,0,0,0,0,4,4,4,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2855219,1337,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.74,0,"No","No","No","Yes","No","No" +3266391,203,8,0,0,0,0,2,12,19,35,5,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +2084150,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1180891,0,8,0,2,3,4,1,1,3,3,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2843141,126,8,3,59,117,176,25,62,128,200,46,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1268583,0,2,0,2,2,7,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +2218931,3,6,1,1,4,8,1,4,6,10,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1186927,61,8,0,0,0,0,7,14,28,49,6,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2868856,7,8,1,0,0,2,1,3,3,8,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3069752,21,8,5,0,10,30,4,16,38,60,5,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2014431,87,52,25,0,0,0,8,22,61,106,20,"No",0,0.94,0.89,0,"Yes","No","No","No","No","No" +2817459,11185,8,3836,8400,18900,32340,7855,21625,39892,59247,5399,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2924929,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1568803,87,2,0,100,180,280,25,90,181,281,40,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +3146769,5,12,0,8,8,8,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2120826,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3052454,0,8,0,5,8,11,0,2,8,10,0,"No",0,0.64,0.48,0,"No","No","No","Yes","No","Yes" +1805698,467,12,0,0,0,0,23,60,132,226,34,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1993001,1,8,0,6,6,12,2,4,5,6,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +2982708,-4,8,0,11,14,17,0,10,13,15,1,"No",0,0.35,0.36,4,"No","No","No","Yes","No","Yes" +1466977,71,8,0,0,0,0,1,2,7,8,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1540863,11,3,0,0,0,0,0,0,4,6,3,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +1240102,7,2,0,0,0,0,0,0,1,2,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1317787,84,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1259131,0,2,8,36,52,68,16,32,32,32,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1783342,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1385349,159,12,7,80,160,260,33,116,255,346,79,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +3066834,39,12,0,0,0,0,0,0,0,0,10,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2981437,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2282431,2981,52,0,0,0,0,0,2,4,8,16,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1157912,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1477086,0,2,0,31,31,31,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3020369,12,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1253267,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.82,0,"No","No","No","Yes","No","No" +1603211,249,8,87,480,1008,1536,150,473,984,1464,124,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1989531,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1979618,58,8,3,22,54,86,15,41,87,120,22,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3184848,282,NA,0,0,0,0,3,18,49,81,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1505519,-5,12,5,35,49,67,0,19,31,33,39,"No",0,0.78,0.78,5,"No","No","No","Yes","No","No" +1725981,194,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3049600,7,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3179718,2,2,0,5,7,7,1,10,11,15,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1576911,15,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1823586,2,3,0,0,0,0,1,1,1,1,2,"No",0,0.81,0.79,0,"No","No","No","Yes","No","Yes" +2970277,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.67,0,"Yes","No","Yes","Yes","No","No" +1797827,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1638643,6,2,0,0,2,5,1,12,28,32,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2042891,42,NA,0,0,0,0,0,0,3,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2087028,5,2,0,0,0,0,2,3,7,9,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3032777,10,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2920123,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.57,0.67,0,"No","No","No","Yes","No","Yes" +1692049,2,NA,0,0,0,0,4,12,24,33,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +2892630,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.72,0,"No","No","No","Yes","No","No" +1664018,140,5,37,269,477,711,84,467,691,948,58,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1865530,0,2,0,27,227,227,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1712347,79,14,2,50,102,167,13,65,132,199,20,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1159681,0,8,0,8,11,13,4,7,11,14,2,"No",0,0.82,0.87,0,"No","No","Yes","Yes","No","No" +2250338,5,8,0,0,4,8,0,0,5,13,2,"No",0,0.34,0.49,0,"No","No","No","Yes","No","No" +2902091,0,2,80,80,80,80,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1191255,2,12,1,0,0,1,0,0,2,3,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1985087,0,2,0,4,6,7,5,7,9,9,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","No" +3220898,148,11,74,330,630,930,208,363,608,898,100,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1368813,146,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1670510,16,8,0,0,0,0,0,9,12,15,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1513634,1,6,0,0,1,1,0,1,1,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1668979,600,8,12,480,720,960,93,292,517,868,176,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3112570,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1167040,1,4,10,0,1,3,0,9,9,9,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2805649,46,0,0,0,0,0,5,11,25,44,2,"No",0,0,0,0,"No","No","No","No","No","No" +2811446,87,8,0,0,0,0,1,1,11,16,10,"No",0,0.68,0.73,0,"No","No","No","Yes","No","No" +1611435,6,9,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2116636,2,8,0,0,0,0,0,0,0,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2042160,112,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2027246,8,12,0,0,0,0,0,0,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1752591,18,8,0,0,0,0,0,1,1,2,0,"No",0,1,0.66,0,"No","No","No","Yes","No","No" +3230124,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2053968,8,16,0,64,64,64,9,28,49,62,12,"No",0,0.44,0.23,0,"No","No","No","Yes","No","Yes" +1193133,4,8,0,0,0,0,0,0,0,1,1,"No",0,0.74,0.76,0,"No","No","Yes","Yes","No","No" +3038821,-2,8,0,45,60,85,8,28,43,67,0,"No",0,0.82,0.81,2,"No","No","No","Yes","No","Yes" +1204267,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.05,0.24,0,"No","No","No","Yes","No","No" +1154523,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1886816,2,8,0,0,0,1,0,0,1,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2026491,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2273009,118,12,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1902973,2529,8,0,0,0,0,1,9,11,18,0,"No",0,0.95,0.94,0,"No","No","Yes","Yes","No","No" +1157342,20,2,4,8,12,18,6,10,13,21,3,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1306328,7,8,0,0,0,10,1,4,4,7,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +1267913,0,NA,0,0,15,20,6,12,15,22,0,"No",0,-99,-99,1,"Yes","No","Yes","No","No","Yes" +2059859,38,2,0,0,0,0,5,5,13,22,4,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1522838,2,8,0,0,0,0,0,1,1,1,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1495233,12,8,0,0,0,0,0,0,3,3,0,"No",0,0.96,0.98,0,"Yes","No","Yes","Yes","No","No" +1779097,1627,8,175,1680,2520,3360,566,1596,3130,5003,1274,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1189299,0,2,0,20,20,20,1,3,23,27,1,"No",0,0.07,0.07,0,"Yes","No","Yes","Yes","No","Yes" +2044945,175,12,0,0,0,0,3,7,12,21,11,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +2972250,16,8,0,318,318,318,2,28,64,94,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1651274,15168,8,10548,24799,44251,60019,0,0,0,0,4352,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1269119,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2110463,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1818689,10,8,0,0,0,0,0,2,7,12,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3240615,35,12,0,0,0,9,1,13,27,45,0,"No",0,0.07,0.19,0,"No","No","No","Yes","No","No" +1684908,4,8,0,20,40,60,8,21,33,52,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1918694,58,52,0,0,0,0,0,0,2,2,1,"No",0,0.91,0.9,0,"Yes","No","No","No","No","No" +1181312,279,8,218,840,1596,2244,386,948,1701,2460,267,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1203066,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1149954,26,2,0,0,5,13,0,6,9,9,0,"No",0,0.82,0.87,0,"Yes","No","Yes","Yes","No","No" +1705198,23,12,1,0,9,18,5,15,22,33,7,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1239702,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3151298,118,8,2,0,0,108,12,47,78,99,12,"No",0,1,0.91,0,"No","No","Yes","Yes","No","No" +2268654,0,2,0,50,50,50,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","Yes","Yes","No","Yes" +1469500,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1400563,0,12,0,19,26,40,4,13,21,28,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +1904392,51,2,0,0,0,0,1,1,1,1,2,"No",0,0.93,0.85,0,"Yes","No","No","Yes","No","No" +2084393,23,12,0,62,102,142,45,79,188,244,37,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +2897124,2,2,0,0,0,1,0,0,1,2,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1877979,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1422357,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2115799,-100,2,0,262,262,262,0,103,104,114,1,"No",0,0,0,100,"Yes","No","No","Yes","No","Yes" +1140074,28,2,0,30,60,90,13,38,55,79,20,"No",0,0.87,0.69,0,"No","No","No","Yes","No","No" +1609297,289,12,2,0,0,0,6,32,53,91,19,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1141107,597,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +1243026,807,8,20,207,365,523,88,285,518,756,97,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2310538,1200,2,0,0,0,0,4,15,21,110,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1767583,0,8,0,16,16,16,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","Yes" +1395085,0,5,0,48,71,71,0,0,0,0,11,"No",1,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1458398,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1845229,5,8,0,19,31,39,0,5,22,33,3,"No",0,0.16,0.16,0,"No","No","No","Yes","No","Yes" +1453791,0,8,0,11,20,29,2,11,18,31,6,"No",2,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1891117,6016,2,733,8640,17760,25440,2523,8097,17151,25287,11098,"No",0,0.45,0.47,0,"No","No","No","Yes","No","No" +1408257,635,3,458,1759,3603,5597,491,1399,2640,2855,359,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +2127614,11,8,0,0,0,0,0,1,1,1,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1193071,0,8,0,2,3,4,1,2,3,3,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1324861,13,8,0,20,20,40,1,8,16,27,0,"No",0,0.6,0.54,0,"No","No","No","Yes","No","No" +2279103,63,12,76,152,247,266,9,54,212,331,36,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2082673,59,NA,0,0,0,0,0,0,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1713767,36,2,6,64,109,141,22,58,110,168,18,"No",0,0.97,0.98,1,"No","No","Yes","Yes","No","No" +1411473,0,2,0,5,8,8,0,1,1,1,1,"No",5,0.66,0.69,0,"Yes","No","Yes","Yes","No","Yes" +3199386,85,8,100,63,185,285,38,138,298,437,51,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3031566,1112,8,794,2736,4968,7272,756,2523,5038,7330,632,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2306219,1,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1935977,4,8,0,0,0,0,0,0,0,0,3,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +1216720,260,NA,0,0,0,0,1,2,6,7,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1905171,5,8,0,9,29,49,6,17,28,41,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2819191,20,2,0,52,78,130,8,52,84,135,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1174528,-10,8,45,493,883,1183,251,484,851,1142,129,"No",0,0.69,0.68,41,"No","No","No","Yes","No","Yes" +1752520,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1141500,3470,52,0,0,0,0,48,200,363,517,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +2254442,19,8,0,0,0,0,0,3,4,12,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2913768,211,4,0,0,0,0,0,4,5,14,14,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +2161441,7,9,0,0,0,1,1,2,5,8,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1802953,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +1266687,171,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1607304,8,2,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1157676,9,8,0,1,4,9,1,4,13,21,1,"No",1,0.98,0.97,0,"No","No","No","Yes","No","No" +1874332,0,2,0,7,12,16,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +2228572,39,2,0,0,0,0,1,6,9,11,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1969819,33,4,0,83,152,221,21,53,104,151,12,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2101291,1198,2,1,0,0,0,5,32,50,92,17,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1819762,23,8,0,20,20,40,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1823561,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1889207,21,8,0,0,0,0,0,0,1,1,2,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1115244,22,2,0,0,10,30,3,7,16,25,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3014686,36,8,0,0,0,0,0,0,1,2,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1773928,12,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2163223,0,4,0,6,9,9,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","Yes" +1951359,343,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2010477,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1335442,21,8,0,0,20,30,3,20,38,54,1,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +3250304,16,8,0,0,0,0,0,0,2,2,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1347383,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3240330,41,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1336194,0,2,0,8,16,16,0,0,0,0,0,"No",0,0.75,0.89,0,"Yes","No","Yes","Yes","No","Yes" +2179302,576,8,7,294,1008,1680,172,602,1307,2082,123,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2090121,2,8,1,36,66,96,5,24,60,72,6,"No",0,0.86,0.9,0,"No","No","No","Yes","No","Yes" +3056792,2,9,0,0,0,0,1,1,3,3,1,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1416608,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2032290,7,2,0,0,5,5,0,0,5,11,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1807944,15,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1672602,26,8,0,300,300,300,4,15,25,43,1,"No",0,0.91,0.9,0,"Yes","No","No","No","No","No" +3046227,22,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1284701,127,8,0,19,38,57,11,25,65,78,6,"No",0,0.76,0.88,0,"No","No","Yes","Yes","No","No" +3068702,36,12,0,0,0,0,0,2,12,14,7,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2911472,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1231546,7,8,0,8,8,16,0,3,6,16,2,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","No" +1439044,127,2,46,63,213,333,38,137,270,409,53,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3053491,530,8,309,979,2155,3511,320,1125,2439,3251,280,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +3216799,0,8,0,0,2,3,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3192349,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1537444,35,2,0,0,0,0,5,10,10,10,0,"No",0,0.64,0.82,0,"Yes","No","No","Yes","No","No" +1352005,436,8,0,720,720,720,50,172,349,638,314,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2868891,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1978108,10,8,0,21,42,56,5,18,31,48,6,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +2164629,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2936797,70,8,0,0,0,0,0,0,4,4,1,"No",0,0.95,0.97,0,"Yes","No","No","No","No","No" +3112499,21,12,0,40,68,90,8,23,48,76,25,"No",0,0.21,0.26,0,"No","No","No","Yes","No","No" +1224001,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1830967,55,8,21,54,111,177,19,84,173,261,19,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3008800,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1273697,2,9,0,0,0,0,0,0,1,1,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1785890,2,8,0,0,1,2,1,2,2,4,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1302738,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2936738,15,4,0,0,0,0,2,4,13,20,0,"No",0,0.95,0.77,0,"No","No","Yes","Yes","No","No" +1592390,0,12,0,0,0,0,1,1,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1594644,10,9,0,0,0,0,1,3,3,5,0,"No",0,0.91,0.77,0,"Yes","No","Yes","Yes","No","No" +1252174,9,12,0,3,3,3,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3116462,35,4,0,0,0,0,2,2,3,9,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3099953,28,8,1,20,36,44,2,15,25,35,7,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +2210860,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2235397,58,8,3,57,95,133,14,50,114,210,23,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2913187,2,2,0,39,54,84,33,53,74,90,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2912449,0,8,0,10,10,15,2,8,15,17,0,"No",5,0.34,0.57,0,"No","No","No","Yes","No","Yes" +2848385,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1295413,16,8,0,0,3,9,4,9,21,33,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2197596,6,4,0,38,56,92,8,22,38,56,16,"No",21,0.73,0.78,0,"No","No","No","Yes","No","Yes" +3120168,42,8,0,0,0,0,0,0,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1418768,198,8,50,0,0,0,2,32,75,118,20,"No",0,0.99,0.91,0,"No","No","Yes","No","No","No" +1395591,13,8,15,70,112,148,16,53,114,190,21,"No",8,0.3,0.26,1,"No","No","No","Yes","No","Yes" +2015235,26,4,0,0,0,0,0,1,3,4,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1829165,9,8,4,0,0,1,0,1,7,9,2,"No",0,0.85,0.72,0,"No","No","No","Yes","No","Yes" +1491085,126,8,0,16,40,104,26,68,107,253,0,"No",0,0.67,0.79,0,"No","No","No","Yes","No","No" +2838632,2,2,0,70,100,130,14,39,65,99,27,"No",0,0.05,0.32,0,"No","No","No","Yes","No","Yes" +2268896,41,4,13,16,56,84,10,21,50,73,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1573885,190,8,1,0,0,0,3,29,63,92,17,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2952917,49,8,17,30,70,100,17,42,86,119,46,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2855631,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1229269,34,4,0,0,0,0,2,2,3,5,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2083993,19,8,0,0,0,0,0,1,1,2,2,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +2018885,93,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1377414,8,8,0,16,24,40,11,24,43,58,6,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +1278632,0,2,0,22,22,22,0,0,0,0,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +2207495,8,8,0,50,80,120,9,32,61,89,23,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1845954,4,8,2,1,1,1,0,1,3,6,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2976932,335,2,14,636,1332,2124,187,293,312,314,59,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3120658,25,8,0,24,36,60,3,20,52,77,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1226542,4993,9,1942,4320,10380,15430,1764,5482,10841,17046,2662,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2115072,25,4,0,0,0,0,0,2,3,3,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2311632,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2030209,6,2,0,0,5,5,0,4,8,15,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3249965,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2111127,0,NA,0,0,0,0,1,4,16,21,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1690631,6,2,4,8,16,26,2,9,14,20,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3068316,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1481205,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2816199,618,12,20,0,0,0,37,113,232,358,57,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1341767,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +3110061,6,3,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1354122,17,8,0,0,0,0,0,7,19,22,4,"No",0,0.78,0.72,0,"No","No","No","Yes","No","No" +2153828,27,8,5,84,132,156,7,47,102,140,13,"No",12,0.43,0.43,0,"No","No","No","Yes","No","No" +2010150,16,NA,0,0,0,0,0,0,0,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1187194,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1761174,1,8,4,14,19,24,8,15,27,45,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +2212455,4,2,0,0,0,0,0,4,4,4,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","Yes" +1963756,8,8,0,89,183,266,17,68,129,182,0,"No",0,0.71,0.75,0,"No","No","Yes","Yes","No","Yes" +1179783,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.16,0,"No","No","No","Yes","No","No" +1908890,3,9,0,13,31,46,7,22,43,48,5,"No",0,0.9,0.82,0,"No","No","No","Yes","No","Yes" +1212586,782,8,244,622,1502,1942,225,648,1342,1904,232,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +2290553,14,8,0,0,5,10,0,6,11,19,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2802132,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1615887,22,8,0,0,0,0,0,1,4,7,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2823358,117,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1596654,1,12,0,43,57,71,9,23,40,52,2,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2276534,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1633828,71,10,0,0,0,168,5,33,71,108,18,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2175729,6,8,0,5,10,20,3,5,12,16,3,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2139475,14,2,4,6,16,26,5,15,25,41,4,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1652825,96,2,10,81,161,231,26,71,146,198,51,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2989507,297,12,0,0,0,0,0,0,0,0,4,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1968945,1096,8,213,2000,3000,4000,326,1262,2622,4104,326,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1556006,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2174307,3,10,0,0,0,0,0,2,4,7,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2255112,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2909177,499,2,0,0,0,0,1,5,16,20,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1321434,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1944067,2000,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1559121,204,52,0,0,0,0,4,8,14,26,6,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +3131623,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1607085,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1671018,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2269373,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2954627,20,8,0,0,0,0,0,2,2,6,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1510366,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1818454,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1747153,0,8,0,23,23,23,1,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2288119,5,8,0,0,2,4,0,0,6,6,3,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2952391,27,9,4,0,0,0,1,7,13,21,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1776078,32,3,0,0,0,0,0,3,7,11,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +1824904,25,8,0,0,0,0,1,3,6,13,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2016394,142,52,0,0,0,0,1,1,2,4,1,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +1845158,148,8,0,148,344,344,0,0,0,0,0,"No",148,-99,1,0,"No","No","No","Yes","No","No" +3274226,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1158546,12,2,0,0,5,15,2,7,25,32,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1277681,6,9,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1756093,6,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1660831,5,9,0,0,0,0,0,1,1,1,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1597755,41,2,0,0,0,0,0,0,0,10,0,"No",0,0.53,0.49,0,"Yes","No","No","Yes","No","No" +1798928,12,12,0,0,0,0,1,2,2,2,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +3218495,4,9,0,0,0,1,1,2,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1167884,20,8,0,10,10,20,4,9,14,19,2,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +2204421,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1884451,37,8,1,0,0,30,7,21,40,54,15,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +2151221,3,8,0,89,173,271,11,41,68,101,14,"No",0,0.89,0.94,0,"No","No","No","Yes","No","Yes" +1967118,0,2,0,91,163,235,0,0,0,0,17,"Yes",18,0.99,0.95,0,"No","No","No","Yes","No","Yes" +1659172,4,8,0,0,0,0,0,0,1,9,0,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1284873,22,2,0,0,60,60,2,12,24,38,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +1392543,3,2,0,88,88,88,39,66,66,66,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","Yes" +1487200,4,8,0,20,30,30,15,28,36,75,19,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +1568540,16,52,0,0,0,0,0,0,0,1,2,"No",0,0.52,0.41,0,"Yes","No","No","No","No","No" +2019280,0,3,0,30,30,30,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","Yes" +1877259,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1318225,8,2,0,25,25,25,3,12,28,44,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +3022034,3,2,0,2,2,2,0,0,0,0,0,"No",0,0.15,0.1,0,"Yes","No","Yes","Yes","No","No" +1502277,69,2,4,438,855,1335,110,179,216,262,41,"No",23,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1336002,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1626110,0,2,6,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2135434,61,12,7,9,33,49,5,18,47,76,0,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +1730627,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1524282,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1258455,71,8,0,0,0,0,0,0,0,0,10,"No",0,0.47,0.62,0,"No","No","No","Yes","No","No" +3258141,3,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1462901,52,8,0,386,624,833,107,272,531,819,58,"No",39,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1683075,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3189137,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1601247,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1139581,9,2,0,80,140,200,18,53,118,157,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2305273,8,8,0,0,0,0,1,2,2,3,2,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1150247,56,2,0,0,0,0,0,2,7,9,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1920193,64,NA,0,0,0,0,1,1,2,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1427844,2,8,0,3,9,9,0,9,13,16,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +2161243,2,8,0,13,13,13,2,6,15,19,3,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2169682,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1830308,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1499863,24,8,0,73,94,119,7,28,67,114,43,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1510261,10,8,0,0,0,0,0,0,1,2,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2183671,7,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1387821,6,2,0,10,15,25,7,21,46,65,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1124605,4,9,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2029316,224,12,27,416,664,939,120,537,895,1193,175,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2300278,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2925502,3,2,0,14,21,35,1,10,20,23,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1694800,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1810664,89,2,0,0,0,0,0,0,0,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1861204,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1894600,48,2,0,0,0,15,12,19,35,40,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1847230,91,8,0,0,0,0,1,2,3,6,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1711414,2,8,0,12,12,12,1,5,13,19,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2285255,2,2,18,0,18,36,5,16,32,39,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1696923,19,2,0,0,0,0,0,5,5,5,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1951103,3,2,0,3,4,4,3,7,10,12,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1221781,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.62,0.69,0,"Yes","No","No","Yes","No","Yes" +1909752,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1373780,0,2,0,414,687,962,0,0,0,0,20,"No",0,0.43,0.7,0,"No","No","No","Yes","No","Yes" +3068122,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1781232,210,8,1,0,0,0,18,49,60,60,52,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2054570,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1788729,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","Yes" +1647547,60,8,0,0,0,0,0,0,6,7,0,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +1366163,3,8,0,0,1,2,0,0,2,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2834939,50,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.72,0,"No","No","No","Yes","No","No" +2980361,40,2,0,45,45,45,9,24,60,82,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3007151,7,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +2050668,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3171225,17,17,0,0,0,0,0,0,0,1,1,"No",0,0.82,0.82,0,"No","No","Yes","Yes","No","No" +1182133,16,9,0,0,0,0,0,1,3,3,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2169175,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1554123,10,3,0,34,69,111,11,22,38,45,0,"No",7,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1420105,8,10,0,1,2,7,0,1,6,12,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1181489,1,8,2,4,7,11,0,3,6,8,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +1628230,17,8,0,172,255,358,37,182,290,377,35,"No",0,0.98,0.99,61,"No","No","No","Yes","No","No" +1589868,12,2,0,0,0,0,0,0,1,7,0,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +2217144,15,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1370684,207,2,0,0,0,0,0,6,15,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2052727,42,0,0,15,55,90,14,45,75,87,3,"No",0,0,0,0,"No","No","No","No","No","No" +2083310,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.89,0,"Yes","No","No","Yes","No","No" +3227215,47,4,3,0,0,0,0,0,0,0,2,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1461052,2,8,0,2,4,5,2,4,5,8,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2101876,2,9,0,0,1,2,0,1,2,2,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1855146,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1300103,2,2,0,13,24,36,5,13,16,16,0,"No",0,0.89,0.95,0,"No","No","No","Yes","No","Yes" +2167454,298,8,0,0,0,0,3,8,11,16,1,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +2227362,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1834400,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2948917,5,8,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1387640,38,8,0,0,0,0,0,1,2,3,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1286520,-9,NA,0,0,0,0,3,16,69,118,10,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2110978,49,8,0,0,0,144,5,13,24,39,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2021052,29,2,0,0,9,24,6,17,32,46,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2233024,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +3223347,8,4,0,0,1,1,0,4,7,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1503117,150,8,122,72,204,288,23,143,262,413,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2017576,0,NA,0,11,11,11,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1238926,48,2,0,0,0,0,0,0,0,1,1,"No",0,0.34,0.68,0,"Yes","No","No","Yes","No","No" +1837143,0,8,0,26,26,39,0,9,17,32,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3147106,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1505948,106,2,0,0,0,0,0,0,3,10,1,"No",0,0.37,0.4,0,"Yes","No","No","Yes","No","No" +1314167,1990,4,570,840,1990,2910,258,971,2153,3459,340,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1123494,11,4,0,0,0,0,7,12,44,44,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","Yes" +1222899,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2299593,3980,NA,0,0,0,0,1,3,11,35,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2302313,0,2,0,32,32,32,0,0,0,0,2,"No",0,0,0.37,0,"Yes","No","No","Yes","No","No" +1501307,26,2,0,0,0,0,0,0,3,3,0,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +1908256,0,2,0,10,10,10,0,0,0,0,0,"No",10,0.51,0.53,0,"No","No","Yes","Yes","No","Yes" +1492028,8,8,0,0,0,5,0,2,3,7,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2171615,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3029933,34,8,0,0,0,0,0,0,0,1,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1390938,1,8,1,1,2,3,1,1,2,2,1,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +2987494,68,2,0,80,80,160,7,64,69,99,5,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1823040,90,8,0,0,36,36,6,13,52,79,0,"No",0,0.58,0.51,0,"No","No","No","Yes","No","No" +2118911,97,8,0,0,0,0,1,3,3,9,1,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +2109897,2,12,0,0,1,2,1,3,5,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1516404,11,2,0,19,40,64,1,1,1,1,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3068599,4,9,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2134237,13,8,0,0,0,0,1,9,20,28,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1788203,3,8,0,1,3,5,0,2,4,4,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","No" +1688061,34,8,0,240,320,480,124,241,366,419,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1999348,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1273439,10,8,1,25,55,85,5,19,45,60,0,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1837152,16,12,0,24,40,64,4,20,39,55,11,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1208562,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","No" +1877687,2,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1896966,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1779810,72,2,0,0,0,0,0,1,11,15,0,"No",0,0.9,0.86,0,"Yes","No","No","Yes","No","No" +2248360,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1651658,35,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3144345,369,8,2,0,180,180,21,88,193,336,47,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1595623,3,9,1,1,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1395038,53,8,0,0,0,0,0,2,2,2,0,"No",0,0.12,0.07,0,"No","No","Yes","Yes","No","No" +1182643,2,8,0,4,7,11,0,6,9,12,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","Yes" +1588113,7,8,0,1,1,1,0,0,0,0,0,"No",0,0.81,0.82,0,"Yes","No","Yes","Yes","No","No" +3127083,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1292336,46,2,12,116,196,292,28,94,175,256,25,"No",0,0.94,0.95,2,"No","No","No","Yes","No","No" +1240487,12,8,0,0,0,0,0,1,6,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2061907,585,8,0,0,0,0,14,74,196,325,34,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1856240,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2290060,27,2,0,0,0,0,1,1,1,1,1,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3260250,19,4,0,0,0,0,1,5,8,10,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1358744,0,2,0,14,21,28,7,10,17,28,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2258878,6,2,7,6,15,24,5,13,21,21,2,"No",0,0.73,0.77,0,"No","No","Yes","Yes","No","No" +2892382,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2931255,46,8,0,0,6,39,2,12,34,41,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1879043,12,2,0,0,0,0,0,1,1,1,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3146859,236,17,0,0,0,0,0,6,19,42,32,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +2933144,10,8,0,0,0,0,1,1,1,1,0,"No",0,0.86,0.94,0,"No","No","Yes","Yes","No","No" +3151695,6,9,4,14,14,14,6,16,35,47,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +3279757,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3057387,9,8,0,0,0,0,1,1,5,11,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1696884,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1494870,0,8,0,10,20,25,2,7,11,16,7,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1565543,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1481062,520,4,0,0,0,0,10,10,13,13,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2953714,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1234114,3,12,0,11,18,24,1,7,9,16,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2098104,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1947542,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1718328,3,12,1,9,9,9,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1459662,1,2,0,8,8,8,1,4,6,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1278544,128,2,0,0,31,31,3,19,56,190,38,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2987988,81,2,22,63,157,253,23,174,444,556,47,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1651985,21,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"Yes","No","No","No","No","No" +3084079,14,10,0,16,16,16,8,13,19,29,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2123921,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1346813,2821,8,0,0,0,0,133,265,524,847,33,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +2972454,203,8,0,0,0,0,1,3,6,6,14,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1317277,0,2,0,85,85,85,0,0,1,1,1,"No",0,0.76,0.53,0,"No","No","No","Yes","No","Yes" +1719940,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1794329,128,8,1,0,66,126,0,17,155,201,52,"No",0,0.72,0.81,0,"No","No","No","Yes","No","No" +2146082,1,8,3,16,25,31,8,20,30,49,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1679061,19,4,0,20,40,60,6,23,50,78,3,"No",0,0.88,0.78,0,"No","No","No","Yes","No","No" +1564415,6,12,0,0,0,0,1,2,2,3,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +2848526,0,8,0,3,3,3,0,0,0,0,0,"No",0,0.91,0.84,0,"No","No","No","Yes","No","No" +2812482,19,12,10,26,46,75,10,35,65,98,16,"No",0,0.6,0.53,0,"No","No","No","Yes","No","No" +1635274,-1,2,0,40,60,80,5,18,25,25,3,"No",0,0.95,0.84,1,"No","No","No","No","No","Yes" +1391001,240,2,0,0,0,0,12,43,80,111,6,"No",0,0.83,0.91,0,"No","No","Yes","No","No","No" +3250313,25,4,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1425299,1,12,0,7,11,16,2,5,9,13,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1780825,5,8,0,0,0,10,0,1,3,6,0,"No",0,0.25,0.16,0,"No","No","No","Yes","No","No" +1243751,12,2,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2898638,907,8,4,0,0,0,33,154,236,321,37,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2135513,7,2,10,9,9,9,1,4,5,14,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1391287,0,2,0,1987,2467,3007,1,1,1,1,74,"No",0,0.66,0.4,0,"No","No","No","Yes","No","Yes" +3059524,33,8,0,0,0,0,0,0,1,2,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2907147,9,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1698253,84,8,0,0,0,0,3,8,14,41,2,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1798113,6,12,0,0,0,0,0,0,3,3,0,"No",0,0.22,0.26,0,"No","No","No","Yes","No","No" +1883010,26,8,0,0,0,0,1,1,3,12,2,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1517145,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1858229,14,9,0,0,10,20,3,15,31,50,39,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2188869,22,8,0,12,30,60,13,30,59,81,4,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3000710,194,NA,0,0,0,0,3,18,40,57,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1582499,8,8,0,0,0,1,0,1,6,9,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1296028,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2281953,5,2,6,37,55,79,6,19,25,32,0,"No",0,0,0.02,0,"Yes","No","No","Yes","No","Yes" +2943588,4,2,0,8,14,21,1,6,14,15,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1240691,818,8,1243,2835,5229,7308,401,2070,3372,6002,475,"No",189,0.99,0.98,25,"No","No","No","Yes","No","No" +1341894,51,8,0,0,0,21,1,8,20,24,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2061039,16,14,0,1,5,9,3,7,14,27,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1743897,4,8,0,0,2,4,1,1,5,7,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1290300,-2,8,0,11,17,24,2,7,12,13,0,"No",0,0.6,0.43,2,"No","No","No","Yes","No","Yes" +1369905,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.86,0,"No","No","Yes","Yes","No","No" +2987071,0,8,4,21,21,29,2,14,24,41,0,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +1275787,1,12,0,3,5,7,1,3,4,5,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1329670,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2024830,739,2,271,1200,2400,3600,558,1856,3011,4212,343,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1944223,29,8,0,0,0,0,1,1,1,1,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +2201376,10,13,0,0,0,0,0,0,0,2,1,"No",0,0.42,0.67,0,"No","No","No","Yes","No","No" +3045461,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1822759,129,12,0,0,0,36,25,47,87,124,13,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3127767,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","No","Yes","No","No" +2900633,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2150773,13,8,0,0,0,0,1,1,1,4,2,"No",0,0.45,0.69,0,"No","No","No","Yes","No","No" +3087220,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2931244,0,8,0,2,2,3,0,0,2,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1358652,1567,8,0,0,0,0,0,1,2,2,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1242621,-1,16,0,48,48,76,7,25,53,77,10,"No",0,0.92,0.91,1,"No","No","No","Yes","No","Yes" +3140110,5,10,0,0,0,0,0,3,4,9,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1115958,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2135427,1,8,0,25,25,50,2,11,20,29,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2244496,33,2,0,0,0,0,0,2,2,2,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1946053,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2107823,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1138305,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2164193,9,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.88,0,"No","No","Yes","Yes","No","No" +2930404,1,8,0,44,74,123,19,19,19,19,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","Yes" +1450829,9,8,0,6,6,12,2,7,17,22,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1361941,9,10,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2026849,456,2,0,0,0,0,0,0,0,73,0,"No",0,0.79,0.86,0,"Yes","No","No","Yes","No","No" +2003630,187,8,166,375,875,1275,158,475,893,1397,85,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1603896,1,2,0,8,8,11,0,3,4,8,2,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +1419666,4,2,0,4,12,20,3,7,13,19,16,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1446803,1,8,0,2,3,5,0,1,3,5,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1456351,7,2,0,0,0,0,4,11,12,12,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","Yes" +1667305,6,8,0,0,0,0,0,1,2,2,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1469608,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1425810,1,8,0,2,3,4,0,2,3,3,0,"No",0,0.14,0.32,0,"No","No","Yes","Yes","No","No" +3083226,44,10,0,0,0,0,0,0,0,299,188,"No",0,0.82,0.77,0,"No","No","No","No","No","No" +1810936,219,8,3,0,140,140,23,82,157,277,40,"No",0,0.73,0.49,0,"No","No","No","Yes","No","No" +1225541,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2165250,21,8,0,0,0,0,2,4,8,12,2,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +1347544,6,2,0,19,45,72,9,23,46,58,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1390907,21,4,0,10,20,20,70,90,100,140,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1901016,273,2,1,100,200,300,46,194,369,501,54,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3064287,6,6,0,12,22,42,2,8,27,37,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3142831,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1455777,24,4,0,0,6,16,0,1,1,1,1,"No",0,0.75,0.87,0,"No","No","Yes","Yes","No","No" +1324257,8,8,0,1,5,9,2,5,7,14,0,"No",0,0.79,0.91,0,"No","No","No","Yes","No","No" +2226176,4,9,0,0,2,3,0,1,2,5,1,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1791627,0,8,0,94,94,94,0,2,4,7,0,"No",1,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2164864,2,2,0,0,0,0,0,1,5,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1809552,3,2,0,128,216,252,23,29,29,29,16,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2996675,0,8,0,3416,5656,7496,1,3,31,31,459,"No",0,0.97,0.98,0,"Yes","No","Yes","No","No","Yes" +2184528,141,2,152,108,180,324,54,137,226,335,57,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1881796,105,2,0,24,24,48,2,7,11,11,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3275401,22,2,10,19,19,19,1,1,1,1,5,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3004643,3,9,0,0,0,0,0,0,0,1,1,"No",0,0.7,0.77,0,"No","No","Yes","Yes","No","No" +2970247,16,2,0,5,5,5,0,0,0,0,1,"No",0,0.69,0.84,0,"Yes","No","No","Yes","No","No" +3047281,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2969521,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1459449,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.93,0,"No","No","Yes","Yes","No","No" +2284122,7,4,0,41,57,81,12,27,38,69,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1888081,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.25,0.52,0,"No","No","No","Yes","No","No" +1622669,2,2,0,4,4,4,3,9,9,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +3232835,2,12,0,0,0,1,0,0,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1514422,15,2,0,0,0,0,0,2,3,4,0,"No",0,0.32,0.22,0,"No","No","No","Yes","No","No" +3224858,5,2,0,0,5,5,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2216716,1330,8,0,0,0,0,12,49,98,141,8,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2277815,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.61,0,"Yes","No","No","Yes","No","No" +1184328,726,8,20,0,0,0,47,114,234,371,72,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +1863382,296,4,430,1223,1907,2249,289,886,1754,2686,231,"No",30,0.73,0.78,0,"No","No","No","Yes","No","No" +1584021,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2844422,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3046779,187,4,0,0,0,0,3,3,6,54,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1987780,225,8,48,240,624,912,110,356,701,1076,72,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1568408,78,12,0,114,114,114,13,58,127,184,8,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1327323,2,2,0,2,4,7,0,1,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3024744,27,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1507138,35,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3264855,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3057442,32,16,22,20,20,40,6,17,47,69,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3057910,19,8,0,5,5,11,7,11,25,29,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +2040786,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1410069,1398,8,0,0,0,0,0,40,389,438,32,"No",0,0,0,140,"Yes","No","No","Yes","No","No" +1936458,6,8,0,9,9,23,5,12,21,31,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +3082442,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1356405,6,2,0,20,47,74,8,21,43,58,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1771664,0,8,0,45,75,105,13,29,65,88,0,"No",0,0.4,0.51,0,"No","No","No","Yes","No","Yes" +2033792,4,8,0,0,0,4,1,4,4,4,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2915996,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +1624459,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1284641,2087,4,1280,2700,6200,9310,1042,3257,5800,9583,583,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1851535,106,8,0,0,0,0,2,13,40,60,14,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1751505,88,4,0,0,0,0,8,18,18,18,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +3224297,14,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2805660,16,17,16,22,22,42,6,17,42,62,5,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +1584646,0,2,0,36,48,48,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1742414,371,8,105,250,500,802,101,321,718,1174,102,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2938256,177,NA,0,0,0,0,0,3,7,10,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2911795,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1337680,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1882196,14,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2265372,386,8,0,0,0,0,1,5,12,22,2,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +2809150,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +1620042,14,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2286734,16,4,0,1,1,6,1,6,10,10,0,"No",0,0.95,0.79,0,"Yes","No","No","Yes","No","No" +3115529,0,2,0,8,8,8,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","No","No","No" +1745176,68,12,61,54,54,108,18,48,98,161,25,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1478027,10,0,0,2,10,18,3,11,28,30,0,"No",0,0.93,0.86,0,"No","No","No","No","No","Yes" +1478402,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2919495,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3027156,17,8,0,32,56,80,8,28,45,79,13,"No",0,1,1,0,"No","No","No","Yes","No","No" +2234708,29,8,0,0,0,0,7,10,21,21,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1134255,3,8,0,4,8,14,1,6,8,12,3,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +2278453,42,4,0,0,0,0,13,16,22,26,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2013463,1267,2,333,1400,2750,4350,394,1316,2419,3305,497,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1793177,949,4,579,1344,3857,6011,0,0,0,0,0,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +3013618,0,8,0,35,42,42,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1783132,13687,NA,0,0,0,0,10,11,29,77,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2880591,10,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3126983,4,8,0,2,5,6,0,3,5,5,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +3174923,1767,8,0,0,0,0,0,2,8,10,5,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","No" +1242551,6,12,0,0,0,0,0,0,2,2,0,"No",0,0.43,0.45,0,"Yes","No","Yes","Yes","No","No" +2132008,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1980782,2,8,0,60,73,93,13,47,109,122,20,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","Yes" +1708145,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2902965,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1881225,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1654833,2396,8,957,3300,6000,7800,1120,3230,6387,10574,2083,"No",0,1,1,0,"No","No","No","Yes","No","No" +1148458,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","Yes","Yes","No","Yes" +1275592,52,2,0,0,0,0,0,1,1,1,0,"No",0,0.77,0.88,0,"Yes","No","No","Yes","No","No" +2036186,1,8,0,2,3,5,1,2,3,3,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2132904,15,2,0,17,34,68,12,27,85,110,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2862209,14,2,0,40,60,100,43,51,95,123,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1872427,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1349312,0,16,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1219307,44,2,13,38,73,122,10,30,90,125,15,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1740673,9,2,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.73,0,"Yes","No","Yes","Yes","No","No" +2021890,2,8,0,0,0,1,0,0,1,1,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1713382,28,8,0,0,0,0,0,1,1,2,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3014211,2,12,0,0,0,0,2,2,2,2,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +1289428,23,0,12,81,161,238,11,63,129,184,0,"No",0,0.91,0.82,0,"No","No","No","No","No","Yes" +3148041,12,8,0,0,0,0,0,0,2,2,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1116446,4,9,0,43,67,115,5,22,40,58,4,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2297110,674,2,196,900,2010,3090,307,1098,2013,2893,320,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1804921,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1406510,5,8,0,0,0,0,1,2,3,3,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1210857,1,8,0,2,4,5,1,2,3,5,1,"No",0,0.85,0.87,0,"No","No","No","Yes","No","Yes" +1478352,1,8,0,5,10,10,2,5,9,19,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1823608,39,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1344037,4,2,0,20,20,20,0,2,2,2,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","Yes" +1745993,3894,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1406241,9,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2247590,5,2,6,6,15,27,5,9,16,18,1,"No",0,0.86,0.86,0,"Yes","No","No","Yes","No","No" +2209341,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.08,0.3,0,"No","No","No","Yes","No","No" +1462395,9,8,0,0,0,5,2,3,10,16,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1280880,34,9,0,0,0,24,2,5,16,32,6,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2986773,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1590634,414,NA,0,0,0,0,4,23,49,74,15,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2245945,0,0,0,510,630,630,13,117,238,342,24,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1667582,112,NA,0,0,0,0,1,9,25,30,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1562365,0,8,0,35,70,70,9,28,42,66,3,"No",0,0.77,0.87,0,"No","No","No","Yes","No","Yes" +1414964,2,8,0,16,16,32,5,14,24,40,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2285627,35,8,0,245,355,465,290,486,583,698,26,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1700954,0,12,0,10,16,17,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +3198065,25,16,0,20,20,20,0,4,12,16,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3088484,10,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1655295,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1254962,0,8,0,0,0,0,0,0,2,3,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +3042993,4,2,0,7,7,7,2,2,2,2,1,"No",0,0.76,0.81,0,"Yes","No","No","Yes","No","No" +1317151,36,9,0,0,0,0,0,1,7,14,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1447688,2,8,0,15,23,23,6,8,17,33,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1186803,14,9,0,0,0,0,5,11,17,24,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1781169,0,8,0,156,222,222,0,0,0,0,8,"No",9,0,0,24,"No","No","No","Yes","No","Yes" +1890900,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1964578,23,4,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +2034420,12,8,0,0,0,0,0,0,1,4,0,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +1459592,5,2,0,10,15,20,4,11,16,33,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1815614,34,2,35,42,126,182,18,56,104,152,14,"No",0,0.99,0.94,1,"No","No","No","Yes","No","No" +1339553,32,2,3,301,501,681,70,212,405,507,99,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +3102811,340,8,6,0,0,363,49,153,317,480,33,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1430092,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2040850,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1464575,497,NA,0,0,0,0,8,40,76,149,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3045332,2,3,0,1,3,5,1,1,5,7,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2898847,54,8,9,33,66,99,13,38,87,139,17,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1762453,1,8,0,1,2,3,0,1,1,3,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1442849,27,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.84,0,"No","No","No","Yes","No","No" +1847933,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1883206,1,2,7,41,90,125,9,24,61,105,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3268207,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3248956,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2852707,66,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +1320455,19,2,0,0,0,0,0,1,1,5,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2159589,743,2,5,720,1320,1680,4,44,118,458,96,"No",0,0.58,0.42,0,"No","No","No","Yes","No","No" +3098739,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2212431,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","Yes","Yes","No","No" +2046099,194,4,120,30,150,270,6,15,16,16,41,"No",0,0.64,0.69,0,"No","No","Yes","Yes","No","No" +2096431,5,2,0,1,3,7,3,7,9,13,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","Yes" +1264221,71,12,0,0,0,0,0,0,0,1,4,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2208371,20,8,0,19,19,38,1,11,29,43,3,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +1822476,1,8,0,42,76,93,12,30,52,89,9,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1474832,62,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3145526,63,8,14,20,50,70,8,31,70,137,51,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2027620,14,8,0,14,28,42,4,13,22,36,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +3080717,12,8,0,18,36,54,8,21,45,71,4,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2232620,471,2,0,0,0,300,26,76,151,166,47,"No",0,0.89,0.92,0,"Yes","No","No","Yes","No","No" +1999322,490,2,238,805,1840,2565,225,758,1497,3583,229,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1658580,36,8,0,0,0,0,0,4,8,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2220315,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2286963,27,2,0,4,28,44,7,14,42,54,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1249033,37,4,2,0,0,0,10,25,44,53,5,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1298841,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.45,0,"No","No","No","Yes","No","Yes" +2812386,12,52,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +1961484,0,5,0,1911,3278,5071,0,0,0,0,187,"No",38,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1248988,9,8,0,561,860,1116,96,259,559,868,99,"No",25,0.73,0.77,7,"No","No","No","Yes","No","Yes" +1670601,3,2,22,40,100,160,12,33,77,122,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1113892,97,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1782759,18,8,1,10,30,40,2,4,47,59,0,"No",0,0.91,0.83,0,"No","No","No","Yes","No","No" +2177876,484,2,69,0,54,150,43,291,812,1443,49,"No",0,0.9,0.96,0,"No","No","No","Yes","No","No" +1250253,0,8,0,12,24,36,2,10,19,29,0,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +1394550,4,8,0,10,20,20,2,5,12,18,1,"No",0,1,0.88,0,"No","No","Yes","Yes","No","Yes" +1771584,60,8,1,611,851,1139,132,350,642,955,141,"No",48,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1669142,3,2,0,8,8,8,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2280024,1,8,0,5,9,12,1,3,7,14,0,"No",1,0,0,0,"No","No","No","Yes","No","Yes" +1255950,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +1115620,-34,8,0,120,240,240,83,122,144,165,33,"No",0,1,0.97,34,"No","No","No","Yes","No","Yes" +1935074,911,NA,0,0,0,0,2,17,48,62,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2969895,27,8,0,66,105,118,4,25,49,94,21,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1740236,22,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2139484,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3258776,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +3118314,25,4,0,0,0,0,2,6,13,20,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +3133264,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +3118712,17,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +1999872,389,8,93,246,546,794,98,314,651,1015,93,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3152224,7,2,8,46,91,136,11,39,62,87,0,"No",1,0.82,0.81,0,"No","No","No","Yes","No","No" +1209304,25,2,16,40,96,136,10,38,67,148,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1610319,10,2,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3248600,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1896399,48,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1663862,175,9,0,0,0,0,0,0,10,31,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2877828,25,9,0,0,0,0,0,2,3,4,0,"No",0,0.94,0.83,0,"Yes","No","Yes","Yes","No","No" +2249647,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.09,0,"Yes","No","Yes","Yes","No","No" +2191624,4,2,0,0,0,0,7,17,20,23,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1474030,0,8,0,21,21,21,0,6,15,22,4,"No",0,0.3,0.3,0,"No","No","No","Yes","No","Yes" +1271853,1,9,0,0,0,3,0,0,0,1,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2234057,1,8,0,3,5,8,3,4,5,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1350425,67,2,0,0,0,0,1,10,12,14,2,"No",0,0.72,0.77,0,"Yes","No","No","Yes","No","No" +1367406,2,6,0,3,5,7,2,3,7,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1632423,780,8,30,297,792,990,202,603,1270,2009,133,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1902642,17,2,0,4,12,12,0,0,0,0,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1785590,1,8,0,2,2,2,0,0,1,2,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +1407264,7,2,0,45,45,45,1,5,7,8,1,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","Yes" +3127484,120,NA,0,0,0,0,4,8,14,21,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1422984,143,8,71,270,510,690,65,303,559,783,82,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +2190340,1850,8,1,0,0,0,23,67,734,918,79,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +3084906,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2838348,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1519405,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1511085,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1332830,3,8,0,0,0,1,0,0,5,5,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2217407,4,8,0,0,0,0,0,0,1,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1744181,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1130830,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.7,0.64,0,"Yes","No","Yes","Yes","No","No" +1643646,3311,8,135,819,2520,4158,632,1882,3690,5711,382,"No",0,0.7,0.64,0,"No","No","Yes","Yes","No","No" +1531549,308,16,12,0,0,0,21,111,269,398,35,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1470131,103,8,3,40,120,160,26,83,172,253,37,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +1609287,24,8,0,96,192,288,24,63,117,208,17,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +2248061,0,5,0,12,12,12,0,0,0,0,0,"No",12,0.65,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1413298,2,9,1,2,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1843180,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2045295,1,8,0,0,0,0,0,1,2,5,1,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +1241654,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1901171,24,52,0,0,0,0,0,0,2,3,2,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1277653,24,NA,0,0,0,0,0,0,0,0,16,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3024215,5,2,0,0,0,144,0,0,0,2,0,"No",0,0.65,0.72,0,"No","No","No","Yes","No","Yes" +1733842,798,8,230,1500,2700,3900,394,1170,2278,3477,487,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2224267,48346,14,540,35656,42517,61013,1403,4383,5559,5560,1118,"No",0,0.51,0.63,0,"No","No","No","Yes","No","No" +1551300,108,8,6,42,111,180,18,75,129,186,48,"No",0,0.97,0.97,14,"No","No","No","Yes","No","No" +3176027,536,8,7,0,0,0,10,34,74,118,23,"No",0,0.66,0.74,0,"Yes","No","No","Yes","No","No" +1475414,10,4,0,0,14,14,2,5,8,11,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1865378,14,8,0,5,5,5,0,0,0,0,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2863693,9,8,5,7,19,29,2,9,23,44,7,"No",0,0.9,0.92,1,"No","No","Yes","Yes","No","No" +1983130,42,2,0,0,0,0,1,2,3,6,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2836821,7,2,30,26,26,52,5,17,35,55,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1796628,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2241902,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1712979,15,8,0,0,10,10,1,6,19,28,2,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2865720,18,8,0,0,0,0,0,3,10,21,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +3213885,235,8,0,0,0,0,7,29,110,136,2,"No",0,0.1,0.08,0,"No","No","Yes","Yes","No","No" +1928158,17,2,0,0,0,0,1,4,7,13,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1687632,-2,12,0,104,154,224,18,63,129,180,17,"No",10,0.78,0.78,2,"No","No","No","Yes","No","Yes" +1903085,0,NA,0,0,5,5,0,1,2,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1198599,369,2,0,0,0,0,2,2,9,11,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1178241,17,4,0,0,0,0,6,16,16,17,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +2988393,5,12,0,50,50,50,3,3,8,11,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +2998257,94,8,30,107,219,331,26,121,228,344,46,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2308695,466,8,0,0,0,0,0,0,1,1,0,"No",0,0.06,0.27,0,"No","No","No","Yes","No","No" +2047752,66,8,0,240,420,600,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1556362,5,2,0,1,1,1,3,4,4,4,0,"No",0,1,0.94,0,"Yes","No","No","Yes","No","Yes" +1429738,2936,4,0,0,0,0,762,3093,4000,7222,546,"No",0,0.29,0.36,0,"No","No","Yes","Yes","No","No" +3136476,496,6,45,255,735,1260,127,138,140,140,196,"No",0,0.86,0.85,31,"No","No","No","Yes","No","No" +1807440,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3180326,3,6,0,0,0,0,0,0,0,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2209262,17,NA,0,1000,1200,1200,7,10,10,17,4,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1158080,2,3,0,2,4,6,3,4,5,8,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1834726,5,2,0,0,0,0,0,2,2,2,0,"No",0,0.66,0.66,0,"Yes","No","No","Yes","No","No" +3111143,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.82,0,"No","No","No","Yes","No","No" +1403237,84,13,0,72,96,144,5,53,146,257,22,"No",0,0.79,0.75,0,"No","No","No","Yes","No","No" +2950652,43,8,0,0,0,0,1,3,8,15,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1117116,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2038759,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1669919,2758,8,0,1231,3447,5109,614,1845,3678,5706,558,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2929853,2186,2,1,0,0,0,520,582,740,815,62,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1144849,6,2,0,0,6,12,5,11,20,27,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +1949238,10,2,0,0,0,0,7,21,45,68,5,"No",0,0.77,0.88,0,"No","No","No","Yes","No","No" +1428742,19,12,0,0,0,15,0,4,13,21,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2107846,16,9,0,0,0,0,1,1,2,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1530043,555,8,14,77,231,308,138,311,689,1076,298,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2283116,28,8,0,0,0,36,2,11,30,41,11,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1816054,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2834115,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1695356,5,2,0,36,72,108,7,42,58,68,0,"No",1,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2025112,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1795166,11,8,0,0,0,0,3,8,18,27,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","No" +2068719,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1975881,360,8,0,0,0,0,11,33,64,90,1,"No",0,0.9,0.82,0,"No","No","Yes","Yes","No","No" +1278607,140,4,0,0,30,50,2,4,66,81,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1694465,0,8,0,66,95,95,0,0,0,0,13,"No",0,0.77,0.65,0,"Yes","No","Yes","Yes","No","Yes" +1827124,100,4,104,18,126,180,11,83,189,277,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1816360,11,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1902700,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1790773,49,52,0,0,0,0,3,10,15,31,2,"No",0,0.84,0.86,0,"Yes","No","No","No","No","No" +1516807,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"Yes","No","Yes","Yes","No","No" +1679806,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3001646,142,8,0,60,60,120,33,73,121,205,199,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2137753,3,2,0,3,4,4,0,0,0,0,0,"No",0,0.83,0.66,0,"Yes","No","Yes","Yes","No","No" +1617411,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +3018185,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +3201662,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3270626,6,9,4,7,14,18,3,9,13,17,2,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +2873572,32,0,0,0,38,38,0,4,10,18,2,"No",0,0,0,0,"No","No","No","No","No","No" +2075528,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2004201,886,2,0,0,0,0,5,34,47,79,55,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2098530,26,2,0,0,0,12,1,3,17,22,2,"No",0,0.89,0.91,0,"Yes","No","No","Yes","No","No" +2214857,1,9,0,19,35,51,1,11,28,37,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2095611,6,2,0,12,12,12,1,3,4,7,1,"No",0,0.63,0.75,0,"No","No","No","Yes","No","No" +1826893,44,4,0,0,0,0,1,6,7,14,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2953520,-35,8,0,1385,1385,1665,0,597,915,1429,315,"No",131,0.54,0.53,35,"No","No","No","Yes","No","Yes" +1677117,233,8,6,0,0,0,10,35,91,145,25,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1312192,304,8,0,0,0,0,0,1,5,5,2,"No",0,0.79,0.91,0,"Yes","No","No","Yes","No","No" +1743242,48,8,0,65,88,88,36,59,83,108,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1810463,43,8,1,0,0,0,3,11,35,53,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +2883000,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.95,0,"No","No","Yes","Yes","No","No" +3082849,18,8,0,6,21,39,2,12,19,37,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1910403,11,2,0,4,11,19,8,23,31,37,3,"No",0,0.84,0.76,0,"Yes","No","No","Yes","No","No" +2029556,0,2,0,12,37,37,0,0,0,0,0,"No",0,0.68,0.76,0,"Yes","No","No","Yes","No","No" +1864269,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2165902,137,12,0,0,0,0,9,11,21,30,2,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3253681,8018,13,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1404014,6,16,0,0,0,0,0,1,2,2,2,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +2962517,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.63,0,"Yes","No","No","Yes","No","No" +2194198,4,8,0,16,28,52,0,9,18,29,1,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +1589832,0,2,0,25,38,48,0,0,0,0,0,"No",0,0.48,0.32,0,"No","No","Yes","Yes","No","No" +3284750,-1,2,0,10,10,10,6,7,7,7,1,"No",0,0.93,0.86,1,"Yes","No","No","Yes","No","Yes" +3049915,4,8,0,102,172,260,0,0,0,0,0,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +2251305,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1179754,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2061993,6,2,0,0,14,24,5,16,41,59,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1798437,43,8,0,0,0,0,0,0,1,2,0,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +2076526,27,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1537760,3,2,0,3,6,9,0,4,8,9,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2937608,0,2,0,6,10,12,2,3,6,8,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2874651,35,2,0,30,80,130,3,22,38,48,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +2094873,64,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.21,0,"No","No","No","Yes","No","No" +3031022,140,12,7,270,270,270,25,86,173,263,40,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1471490,0,12,0,8,14,16,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1393452,0,8,0,4,7,9,2,4,9,13,2,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1479397,1804,2,0,0,0,0,4,25,39,60,25,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2802038,0,8,0,6,7,10,2,6,8,14,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +1617076,5000,12,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1856264,7,8,0,27,45,63,8,25,48,79,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +2192374,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1676652,0,5,0,12,12,12,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +2916565,83,2,0,0,0,0,23,103,212,343,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1314114,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1279666,10,2,0,0,0,0,1,2,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1365185,0,9,0,5,9,11,0,3,5,8,0,"Yes",1,0.7,0.78,0,"Yes","No","No","Yes","No","Yes" +2153085,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1132846,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","Yes" +2965605,333,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +3158708,199,2,166,620,890,1250,292,558,701,972,267,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2803291,3,8,0,0,3,5,1,2,3,9,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1328100,6,2,0,8,24,32,1,11,20,30,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +3263360,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3118874,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3121187,167,4,44,0,0,0,0,0,63,228,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1687359,5,0,0,0,0,0,2,4,4,9,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1487287,1,8,0,0,0,1,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1695018,3,8,0,26,43,65,0,17,26,41,1,"No",0,0.79,0.9,0,"No","No","No","Yes","No","Yes" +1316497,19,8,0,0,0,0,0,0,0,1,1,"No",0,0.89,0.9,0,"Yes","No","No","No","No","No" +2199006,5,8,0,2,3,4,1,3,3,7,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1413170,1,8,0,29,53,81,13,29,43,57,0,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +1751959,10,2,100,0,0,0,0,0,0,0,0,"No",0,0.81,0.91,0,"Yes","No","No","Yes","No","No" +3144047,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +2879187,6,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +3124072,1930,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1667645,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +2991687,0,2,0,19,19,19,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","Yes","Yes","No","No" +1706112,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1425935,160,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2104870,53,2,0,0,0,0,0,0,1,1,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1224578,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1682849,3,12,0,48,72,72,8,22,39,64,15,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1696855,2,2,0,0,10,10,1,1,2,2,0,"No",0,0.6,0.49,0,"No","No","No","Yes","No","Yes" +1626321,482,9,0,0,0,0,8,66,81,89,105,"No",0,0.96,0.95,0,"No","No","No","No","No","No" +1190532,4,2,0,17,32,62,3,17,41,72,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1233269,3,2,1,0,0,0,1,5,6,6,0,"No",0,0.31,0.34,0,"No","No","No","Yes","No","Yes" +3273067,4,8,2,0,1,3,1,2,9,13,8,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1869004,129,NA,0,0,0,0,0,3,8,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1902110,22,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2070007,37,2,0,0,0,0,2,4,6,6,2,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1198954,0,8,0,26,36,56,3,19,46,60,8,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1479003,4,8,0,26,44,62,9,14,23,41,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2875447,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.8,0,"No","No","No","Yes","No","No" +3004756,3130,12,9,0,0,0,14,41,95,153,18,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3123248,3,NA,0,0,0,0,1,1,2,2,3,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2067664,4,8,0,0,0,0,0,0,1,4,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1839085,30,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.81,0,"Yes","No","No","Yes","No","No" +1633724,486,2,67,760,1440,2080,252,712,1437,2150,195,"No",0,0.62,0.68,0,"No","No","No","Yes","No","No" +3255734,28,8,0,78,182,221,3,43,73,167,22,"No",0,0.93,0.97,0,"No","No","Yes","Yes","No","No" +1774773,232,4,0,0,0,0,12,42,59,84,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1513098,31,9,0,0,0,0,0,0,0,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1381219,0,2,0,46,84,127,0,0,0,0,0,"No",17,0.62,0.6,0,"No","No","No","Yes","No","Yes" +2290012,216,2,0,0,0,0,0,0,0,0,7,"No",0,0.81,0.54,0,"No","No","No","Yes","No","No" +1139809,345,NA,0,0,0,0,1,2,5,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1131875,11,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3072402,17,8,0,0,0,0,0,0,0,0,3,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1490222,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.91,0.85,0,"Yes","No","Yes","Yes","No","No" +3132641,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1400261,20,8,0,0,0,0,0,0,0,5,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2817660,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +1507341,0,2,10,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1676566,6,4,0,120,120,120,4,5,5,5,1,"No",0,0.57,0.69,0,"Yes","No","No","Yes","No","Yes" +1746801,0,12,0,5,8,10,3,5,6,8,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +1504942,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1992504,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +2194281,1,8,0,16,25,34,4,12,17,28,2,"No",0,0.94,0.94,0,"No","No","No","Yes","No","Yes" +2208768,4331,8,0,0,0,0,6,22,54,81,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2140664,86,8,0,0,0,0,5,12,29,55,1,"No",0,0.83,0.73,0,"No","No","Yes","Yes","No","No" +1847348,1,12,0,0,0,0,0,3,3,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1977124,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.96,0.97,0,"Yes","No","Yes","Yes","No","No" +1740001,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2054603,39,9,0,12,26,54,8,24,54,81,11,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1285245,9,8,9,16,40,56,9,25,43,63,10,"No",0,0.94,0.96,0,"No","No","Yes","Yes","No","No" +2070560,2,4,0,0,0,1,0,0,1,1,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2813639,4,8,1,3,5,6,1,2,5,10,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1321530,952,8,0,1062,2006,3025,519,1326,2549,3934,315,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2179454,0,12,0,8,14,17,1,2,11,14,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2053124,13,2,0,0,0,0,0,0,2,4,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +1986733,30,8,8,31,87,143,4,27,74,131,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1144352,7,8,0,23,35,44,2,4,13,32,0,"No",3,0,0,0,"No","No","No","Yes","No","Yes" +2206014,7,8,1,0,0,0,1,4,6,6,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1757560,7,2,1,0,0,0,0,1,1,1,1,"No",0,0.98,0.83,0,"Yes","No","No","Yes","No","No" +1204185,7,2,0,9,27,36,8,21,35,49,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +3108736,98,8,21,18,63,108,27,76,152,234,33,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","No" +1220306,3,8,0,40,70,120,3,19,34,44,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1143402,12,8,0,0,0,3,1,6,9,11,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +2868673,56,4,0,0,0,0,0,5,5,5,1,"No",0,0.22,0.15,0,"Yes","No","Yes","Yes","No","No" +1203959,456,NA,0,0,0,0,1,8,16,18,22,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1325469,1,8,0,3,6,9,0,6,9,12,2,"No",0,0,0.49,0,"No","No","No","Yes","No","Yes" +1638102,2,8,0,11,20,26,8,18,24,26,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1721580,1,8,0,0,0,10,2,7,16,26,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3018456,2,2,0,3,4,4,0,0,0,0,1,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1627475,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +2936850,8,9,0,0,0,0,0,0,2,2,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1408974,17,10,0,15,15,15,2,8,18,29,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1943474,72,2,0,0,0,0,2,4,9,13,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1389037,15,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +3040067,23,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1246953,107,8,124,360,600,840,113,297,589,832,77,"No",0,0.74,0.8,0,"No","No","Yes","Yes","No","No" +1741952,60,2,33,72,160,248,35,122,210,296,32,"No",0,0.63,0.63,0,"No","No","No","Yes","No","No" +3151398,6,2,1,0,0,0,1,2,2,2,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1154103,0,2,0,65,65,65,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","Yes" +1925076,53,8,11,24,72,120,11,43,85,144,6,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1479047,0,8,0,24,36,42,4,13,28,43,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1960008,25,2,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1740870,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1502020,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2935870,506,8,0,0,0,0,4,14,17,39,7,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +2959340,26,8,0,0,0,0,1,3,5,6,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1555273,566,8,68,2700,5100,7950,884,2953,5528,7757,704,"No",50,0.98,0.97,0,"No","No","No","Yes","No","No" +1551686,4,8,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1832278,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2013147,4,12,0,0,0,0,0,0,3,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2234361,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2271115,4,8,0,1,3,5,1,3,3,6,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2311054,1,2,0,12,12,12,2,9,12,19,0,"No",0,0.52,0.7,0,"No","No","No","Yes","No","Yes" +1294463,4,12,0,0,0,1,0,0,1,3,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2082002,26,2,0,0,10,20,2,5,13,28,0,"No",0,0.66,0.67,0,"Yes","No","No","Yes","No","No" +1368332,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +2928329,28,8,0,0,1,9,2,8,8,8,1,"No",0,0.79,0.86,0,"No","No","Yes","Yes","No","No" +1610194,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3180266,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1292901,11,8,0,9,21,29,2,10,22,40,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +3134430,227,2,103,740,1340,2082,232,734,1171,1557,201,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1291254,13,8,0,0,0,0,2,11,20,32,0,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1720767,4,8,12,0,0,4,1,8,11,17,9,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1249755,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1836699,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +3092983,4,8,0,0,0,0,1,1,1,1,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1173911,45,NA,0,0,0,0,0,2,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2915311,7,2,0,0,0,0,1,1,1,1,0,"No",0,0.15,0.1,0,"Yes","No","No","Yes","No","No" +1955254,8,2,0,0,0,28,1,2,2,3,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1586226,1,8,0,3,5,8,1,2,4,6,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","Yes" +3141711,0,8,0,7,7,8,0,1,2,3,0,"No",1,0.4,0.42,0,"No","No","No","Yes","No","No" +2292662,34,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1338783,15,6,0,0,0,0,0,0,1,2,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3101173,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2029500,-3,8,0,184,282,321,35,114,204,272,13,"No",0,-99,-99,3,"No","No","No","Yes","No","Yes" +1774017,81,8,31,60,120,180,58,143,274,447,40,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1506952,980,8,0,0,0,0,31,56,62,106,4,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","No" +2845482,52,8,2,26,38,50,11,33,69,114,12,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2079044,18,8,0,0,0,50,0,4,9,15,1,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1475277,893,3,0,700,1400,2100,141,907,1882,2753,168,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2182517,3806,52,2,0,0,0,45,135,291,482,50,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1511003,4,4,0,9,12,18,3,8,12,23,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +3149707,227,NA,0,0,0,0,2,7,17,47,6,"No",0,-99,-99,0,"No","No","No","No","No","No" +3196184,46,8,0,0,0,0,0,2,4,4,0,"No",0,0.68,0.75,0,"No","No","Yes","Yes","No","No" +2996146,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","No" +1655539,12,2,12,0,0,0,0,0,0,0,1,"No",0,0.65,0.41,0,"Yes","No","No","Yes","No","No" +2140087,16,2,0,0,0,0,3,7,7,11,1,"No",0,0.83,0.75,0,"Yes","No","No","Yes","No","No" +2272887,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2286590,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +2270300,27,NA,0,0,0,0,0,6,28,49,15,"No",0,-99,-99,0,"No","No","No","No","No","No" +2042467,7,8,0,0,0,0,1,3,6,8,2,"No",0,0.73,0.72,0,"No","No","No","Yes","No","No" +3217408,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1235906,32,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2843007,34,12,0,0,20,20,7,23,55,82,8,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3265271,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1360213,41,2,0,0,0,0,0,0,0,1,0,"No",0,0.44,0.69,0,"No","No","No","Yes","No","No" +1562916,0,8,0,7,11,15,2,5,7,10,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1515282,123,8,0,0,0,0,0,2,4,5,3,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2943192,3010,2,0,0,0,0,57,236,400,619,138,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3175446,8,2,0,0,4,6,0,5,17,20,4,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1791440,11,2,2,0,0,0,4,30,30,30,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3272481,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2112224,0,8,0,5,8,9,0,4,6,9,0,"No",1,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1327061,315,8,10,216,432,648,58,209,446,629,65,"No",0,-99,0.58,0,"No","No","No","Yes","No","No" +1674382,17,8,0,0,8,16,0,6,14,25,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1889130,3,2,0,12,12,12,1,1,1,1,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1280829,4,8,0,4,7,13,0,4,7,13,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1198342,16,8,0,12,36,48,4,15,25,34,2,"No",0,0.5,0.37,0,"No","No","No","Yes","No","Yes" +3212108,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1784921,624,8,120,288,648,1128,150,491,969,1562,133,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1312130,21,2,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.4,0,"Yes","No","No","Yes","No","No" +1940443,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1461926,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3049281,10,2,0,0,0,0,3,4,5,8,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +3259306,105,8,41,36,108,108,18,81,199,283,67,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +2161627,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.74,0,"No","No","No","Yes","No","No" +2121958,12,2,0,10,10,10,0,0,0,0,0,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +2174615,0,8,2,20,47,71,6,19,33,43,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +1258099,4401,17,0,0,0,0,7,18,34,49,2,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1579067,0,2,0,11,20,23,0,0,0,0,0,"No",1,0.71,0.75,0,"No","No","Yes","Yes","No","Yes" +1787198,0,2,0,1,1,1,0,0,1,1,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +2042512,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1945600,9,8,0,56,56,106,5,44,81,94,8,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1390494,0,9,0,3,5,6,1,2,4,6,2,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1234570,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1520540,27,15,0,4,4,4,2,12,22,27,3,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3046487,0,2,0,68,102,170,8,48,100,153,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1466480,3,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1533704,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2168147,0,12,0,6,6,6,0,1,3,4,0,"No",0,0.68,0.49,0,"Yes","No","Yes","Yes","No","Yes" +1986751,47,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1694561,84,9,2,0,40,60,7,36,89,145,27,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1809595,0,8,0,15,21,23,5,6,11,16,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1867246,1,8,0,1,2,2,0,1,1,2,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1370952,10,8,0,12,28,40,3,15,23,40,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1812695,108,8,12,168,312,456,36,140,331,542,47,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +1329346,19,8,0,0,0,12,2,7,19,33,1,"No",0,0.5,0.37,0,"No","No","No","Yes","No","Yes" +1874812,59,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1856447,8,4,7,0,0,0,0,3,7,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1865908,-12,8,0,46,54,66,10,23,30,62,4,"No",0,0.46,0.45,12,"No","No","No","Yes","No","No" +2003326,7,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3083804,1207,8,316,2440,4620,6970,1015,3737,6861,10776,565,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +2825873,81,NA,0,0,0,0,1,1,1,3,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1685013,2,2,0,0,1,2,1,1,3,4,0,"No",0,0.66,0.4,0,"No","No","No","Yes","No","No" +1385436,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +1651085,4,12,0,125,250,375,16,87,211,263,12,"No",0,0.72,0.81,0,"No","No","No","Yes","No","No" +1501465,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2035353,1152,NA,149,0,0,0,37,93,160,223,55,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1664639,0,8,0,5,8,10,1,5,6,10,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3013637,0,12,0,6,9,9,0,0,0,0,0,"No",1,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1538283,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2235462,12,8,0,0,0,25,1,3,8,10,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1983030,31,9,0,0,0,0,1,4,8,12,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2131438,12,2,0,30,60,60,5,24,70,88,13,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2869775,0,12,0,3,4,6,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1817486,0,12,0,6,10,13,1,5,6,10,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3234536,37,8,0,56,77,98,18,43,66,121,18,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1974686,597,14,0,774,774,774,50,218,498,795,0,"No",0,0.37,0.6,0,"No","No","No","Yes","No","No" +1854470,13,8,0,10,10,10,0,2,8,15,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1399123,0,8,0,9,18,18,3,9,16,22,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2987823,226,12,15,336,624,912,83,317,603,918,47,"No",0,1,1,0,"No","No","No","Yes","No","No" +1639890,14,8,0,0,0,0,0,0,5,10,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3269112,6,8,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1900079,17,8,0,0,5,9,4,7,16,30,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1746219,313,8,456,2160,4320,6300,835,2749,4987,8466,491,"No",0,1,0.8,54,"No","No","Yes","Yes","No","No" +1676616,0,2,0,42,42,42,0,0,0,0,0,"No",0,0.92,0.84,0,"Yes","No","Yes","Yes","No","No" +1227737,1,8,0,0,0,0,1,8,12,20,1,"No",0,0.79,0.76,0,"Yes","No","Yes","Yes","No","No" +3257054,20,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1712871,82,12,3,45,45,119,9,32,76,111,19,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1274094,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.72,0,"No","No","Yes","Yes","No","No" +1303695,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1834752,17,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1551042,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2121973,155,52,0,0,0,0,4,23,41,75,20,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1289061,241,8,0,0,0,0,0,1,3,6,0,"No",0,0,0.34,0,"No","No","No","Yes","No","No" +2297396,11951,14,5,24500,47000,55500,43,194,468,789,71,"No",0,0.75,0.43,0,"No","No","No","Yes","No","No" +1115196,30,9,0,0,0,0,3,4,9,10,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3007343,3,9,1,4,6,8,5,7,12,12,1,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1738911,0,2,0,17,35,35,0,0,0,0,1,"No",0,0.45,0.45,0,"No","No","No","Yes","No","Yes" +3154368,411,8,172,614,718,926,290,601,911,1284,188,"No",94,0.97,0.98,0,"No","No","No","Yes","No","No" +3267484,67,2,0,0,0,10,5,18,44,91,0,"No",0,1,0.71,0,"No","No","No","Yes","No","No" +1422335,1,9,0,6,14,26,5,10,28,35,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1758655,44,12,45,392,672,1000,112,362,606,865,36,"No",4,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1966653,16,8,0,0,0,72,1,4,10,12,1,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +3241293,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2214770,74,8,0,0,0,0,0,1,2,2,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1490958,2,12,0,15,25,35,2,12,22,35,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1373081,349,8,20,0,120,240,53,240,517,763,77,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +3017304,30,2,0,0,20,20,2,10,18,20,2,"No",0,0.73,0.36,0,"No","No","No","Yes","No","No" +1741829,10,8,0,0,0,0,1,1,2,3,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1318917,21,9,0,0,0,0,9,32,46,77,6,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1159840,110,2,19,135,305,407,42,102,200,327,65,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1150903,20,8,12,180,288,468,68,228,345,451,63,"No",0,0.32,0.15,3,"No","No","No","Yes","No","Yes" +1142221,11,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1191411,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1936593,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3195073,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3079276,11,8,2,0,2,4,5,10,18,28,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1646235,14,2,0,0,0,0,1,1,9,10,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2833080,187,10,36,24,120,240,24,96,256,417,42,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1883283,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2004538,548,8,1,0,0,0,21,70,149,232,34,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2993125,0,8,14,453,747,949,0,0,0,0,0,"No",0,0.96,0.96,27,"No","No","No","Yes","No","Yes" +2087552,38,2,0,0,0,0,0,5,6,9,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2301849,-1,8,0,6,10,11,1,3,8,13,1,"No",0,0.95,0.96,1,"No","No","No","Yes","No","Yes" +1133102,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1962317,3,4,0,0,1,2,0,1,6,8,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1510568,13,2,11,27,40,53,6,11,17,31,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1675500,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1325698,49,NA,0,0,0,0,11,22,39,67,17,"No",0,-99,-99,0,"No","No","No","No","No","No" +2993676,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1761530,39,8,0,0,0,0,1,2,2,2,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1458793,20,2,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2264307,1,8,0,12,21,24,1,6,14,19,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1600186,5,8,0,2,6,10,2,3,10,11,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","Yes" +3072590,301,2,13,639,1164,1640,114,438,846,1229,140,"No",0,1,1,0,"No","No","No","Yes","No","No" +1352399,1,8,0,0,0,1,0,0,1,1,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1395140,127,8,2,208,208,208,30,88,175,300,25,"No",0,0.83,0.83,0,"No","No","No","Yes","No","Yes" +1954374,1,8,0,4,6,8,2,5,6,7,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","Yes" +3024249,5859,52,0,0,0,0,37,161,292,456,47,"No",0,1,0.88,0,"Yes","No","No","Yes","No","No" +1377002,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1195495,1,8,0,0,0,0,0,1,1,2,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1570643,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2180906,199,8,0,22,95,139,62,198,408,726,61,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1973700,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3152840,628,14,24,216,528,1128,271,605,1249,1637,112,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +2974472,0,NA,0,0,0,0,0,5,6,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2288583,232,2,1,0,0,0,4,6,6,11,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1489574,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3209796,76,2,0,0,0,0,0,0,1,8,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1909758,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1837032,0,16,0,0,0,0,2,6,12,14,1,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +1600272,187,8,76,248,422,538,69,199,378,638,76,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1894261,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1783104,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1676013,15,12,0,0,7,14,4,7,15,21,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1268262,25,52,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1570172,10,12,0,100,138,158,15,74,146,208,37,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1792841,17532,8,0,0,0,0,23,75,173,276,57,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2221379,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.77,0,"No","No","No","Yes","No","No" +2841067,8,13,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.64,0,"No","No","No","Yes","No","No" +1259898,0,8,0,5,5,5,2,2,6,10,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1904134,7,2,0,0,0,0,0,0,1,7,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1494655,0,12,0,4,8,8,3,4,5,5,1,"No",0,0.27,0.22,0,"Yes","No","No","Yes","No","Yes" +3144893,39,9,0,20,60,100,9,43,96,130,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2153415,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3222656,794,8,34,0,445,1068,93,401,951,1197,159,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3144247,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1507469,4,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1304053,12,8,0,0,0,0,6,11,37,54,8,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1716699,2612,8,0,3500,3500,3500,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1501386,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1622308,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1595810,2,16,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2847723,103,12,0,52,128,204,17,73,147,225,33,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" 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+2007449,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1446633,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2011253,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1810044,2,8,0,3,3,3,0,1,4,7,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1230600,1,8,0,1,2,3,0,1,1,3,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1885681,0,2,0,24,48,48,0,0,0,0,0,"No",0,0.44,0.44,0,"Yes","No","Yes","Yes","No","No" +1487672,145,2,39,111,222,333,27,102,217,345,42,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1969492,3580,2,1008,8000,14400,22400,2175,6817,13092,20102,1862,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +1972277,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2238464,9,8,0,0,0,0,0,2,2,3,16,"No",0,0.73,0.86,0,"No","No","No","Yes","No","No" +1978064,196,8,11,126,305,403,7,77,280,470,16,"No",0,0.09,0.09,0,"No","No","Yes","Yes","No","No" +1892377,30,8,0,20,20,40,7,15,42,66,14,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2096528,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.87,0,"Yes","No","No","Yes","No","No" +1655190,17,14,60,120,240,340,30,89,190,301,32,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1486694,226,8,0,0,0,0,10,23,49,74,12,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2187179,31,9,0,0,0,0,1,4,8,12,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2129111,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1914464,8,9,0,7,21,28,8,20,35,42,5,"No",0,0.95,0.89,0,"No","No","No","Yes","No","Yes" +1833477,570,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1385170,86,8,0,0,0,0,10,20,33,42,6,"No",0,0,0,0,"No","No","No","Yes","No","No" +1718519,975,2,0,0,0,0,3,8,14,24,2,"No",0,0.68,0.59,0,"Yes","No","No","Yes","No","No" +1693578,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1791193,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2929660,2,4,0,0,0,0,0,0,0,0,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1938215,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +1641948,19,5,135,154,334,469,167,272,375,555,60,"No",0,0.99,0.97,22,"No","No","No","Yes","No","No" +2876116,310,12,15,112,342,547,172,487,932,1476,50,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1476132,3,8,0,3,6,6,2,4,6,6,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1987753,6,12,6,5,5,5,0,0,0,0,0,"No",2,0.58,0.58,0,"Yes","No","Yes","Yes","No","No" +2106907,97,8,0,0,0,0,2,4,11,14,7,"No",0,0.62,0.52,0,"Yes","No","Yes","Yes","No","No" +1794971,20,2,0,168,182,280,25,53,109,146,0,"No",0,0.02,0.1,0,"No","No","No","Yes","No","Yes" +1186640,284,12,1,0,0,0,8,26,58,93,58,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1129368,10,4,0,0,0,0,1,1,1,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1383103,5,8,0,0,0,0,0,1,2,3,2,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +3022374,12,8,0,0,0,0,2,2,2,2,2,"No",0,1,0.91,0,"No","No","Yes","Yes","No","No" +2243387,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1761757,1,12,0,19,19,19,0,0,0,0,2,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1798086,64,13,0,0,0,0,1,3,7,8,4,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3190071,56,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2303155,25,9,4,0,0,0,2,5,14,23,4,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2002429,36,8,5,34,66,90,8,31,62,99,16,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1820750,66,8,2,0,9,27,9,23,50,74,8,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1900782,591,8,288,312,888,1536,132,580,1228,2031,138,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2859285,294,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1713997,2108,8,641,1200,2832,4416,737,1902,3568,5558,745,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1217557,8,8,2,2,2,2,0,3,9,12,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1864404,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2204697,36,12,24,84,108,144,17,68,117,182,13,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2292721,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.53,0,"Yes","No","No","Yes","No","No" +1374951,10,8,0,0,0,0,1,4,15,17,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1843614,15,8,7,21,33,45,5,14,21,46,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +2259207,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2201325,0,8,0,2,2,3,0,1,1,1,1,"No",0,0.35,0.37,0,"No","No","No","Yes","No","No" +2823754,175,NA,9,0,0,0,17,68,169,309,47,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1979815,18,10,0,0,0,0,0,0,0,6,0,"No",0,0.84,0.86,0,"Yes","No","Yes","Yes","No","No" +1423286,124,8,12,101,197,321,35,105,230,371,43,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2842453,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1750558,9,8,0,0,0,0,1,2,10,22,1,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +3147073,158,8,12,168,294,462,71,186,394,557,85,"No",0,0.99,0.98,1,"No","No","No","Yes","No","No" +2936966,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1989510,170,4,0,0,0,0,4,24,46,96,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2973757,61,8,6,24,72,96,8,38,83,120,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1808278,100,2,0,0,0,0,145,208,239,289,106,"No",0,0.43,0.64,0,"No","No","No","Yes","No","Yes" +1695027,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2149874,1,8,0,9,13,17,3,9,10,14,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2833910,6,8,0,0,0,0,0,0,1,2,1,"No",0,0.74,0.58,0,"No","No","No","Yes","No","Yes" +2896268,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +1928570,13,8,10,0,10,10,0,9,13,15,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1270654,36,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1505005,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3169731,0,2,0,4,7,8,0,0,0,0,1,"No",0,-99,0,0,"No","No","No","No","No","No" +3101538,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1260907,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2825575,33,12,0,0,0,0,0,2,5,10,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2930023,1428,NA,402,0,0,0,1249,3677,6911,10250,1078,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1553027,37,8,21,50,98,146,29,86,160,238,23,"No",0,0.84,0.89,8,"No","No","No","Yes","No","No" +2117375,6,4,0,0,0,0,1,2,2,2,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2976630,1262,2,0,0,0,0,4,19,31,47,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2275597,304,8,0,0,0,0,2,6,13,15,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1734719,124,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1169938,149,NA,0,0,0,0,0,3,5,7,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3006274,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2954544,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2067898,8,9,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1840760,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1657671,8,8,0,0,0,0,1,1,1,1,0,"No",0,0.96,0.85,0,"Yes","No","No","Yes","No","Yes" +2043209,22,8,0,0,0,0,1,1,5,8,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1929767,137,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.64,0,"No","No","No","Yes","No","No" +1377462,26,2,0,0,0,0,0,2,12,17,0,"No",0,0.64,0.58,0,"Yes","No","No","Yes","No","No" +1687259,7,4,0,0,0,0,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2911964,85,8,0,0,0,0,0,0,0,2,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2178377,9,2,0,0,0,0,0,3,5,5,1,"No",0,0.46,0.22,0,"Yes","No","Yes","Yes","No","No" +3220709,5,2,0,8,16,24,2,5,12,14,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3133781,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1344207,12,8,0,23,23,23,15,39,127,156,21,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1489125,48,8,2,54,72,108,10,30,68,112,16,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2977149,8802,4,6650,15200,27550,41800,4028,13217,23994,32426,3674,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1732361,0,8,0,236,336,436,60,155,305,471,43,"No",0,0.51,0.53,5,"No","No","No","Yes","No","Yes" +2169165,11,12,0,0,0,0,3,9,9,9,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","Yes" +1184962,-2,8,3,15,21,30,19,25,28,43,8,"No",0,0.99,0.99,2,"No","No","No","Yes","No","Yes" +1774292,19,8,0,0,0,0,0,0,2,7,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2171306,0,2,0,106,176,260,0,0,0,0,17,"No",1,0.87,0.91,0,"No","No","No","Yes","No","Yes" +3127926,0,NA,0,4,4,4,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2965391,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +1913474,16,2,0,0,0,0,0,0,0,1,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2087896,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2865887,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1606353,5,2,0,0,0,0,0,1,15,16,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3234101,30,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2306691,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1130089,103,2,18,72,180,288,23,72,151,234,38,"No",0,0.55,0.48,0,"No","No","No","Yes","No","No" +2278853,73,8,0,178,253,328,38,114,214,341,72,"Yes",13,0.76,0.84,6,"No","No","No","Yes","No","No" +1554810,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1292295,9,2,0,42,84,126,6,21,62,105,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1637632,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1589553,16,2,0,51,99,147,16,40,81,112,8,"No",0,0.81,0.87,0,"No","No","No","Yes","No","Yes" +1291702,28,9,16,4,40,49,21,46,113,165,9,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1977998,666,8,219,444,1368,2100,489,1327,2599,4410,203,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2109070,22,8,1,10,30,40,2,4,47,58,0,"No",0,0.83,0.81,0,"No","No","No","Yes","No","No" +3160666,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +2816070,11,8,0,0,0,0,1,2,4,5,1,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2812922,1,8,0,6,6,7,1,3,5,7,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1638297,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1657282,19,2,0,0,0,0,1,2,4,4,1,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","Yes" +1367085,9,13,0,0,0,0,0,0,3,8,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1130527,61,8,0,0,0,0,0,0,4,6,1,"No",0,0.7,0.72,0,"No","No","No","Yes","No","No" +1987534,18,0,1,0,0,0,1,3,11,16,1,"No",0,0,0,0,"No","No","No","No","No","No" +1191574,0,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.75,0,"No","No","No","Yes","No","No" +1307299,2,2,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1845242,2,8,0,2,5,7,1,3,3,5,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2037796,60,2,6,21,63,84,12,52,95,130,16,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2047424,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2851642,7,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +2243819,1,2,0,28,48,72,8,25,47,66,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2032784,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1930505,10,14,0,10,10,10,2,2,14,21,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3200699,59,2,0,96,192,320,5,10,16,16,36,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2293443,101,8,0,0,0,0,0,3,3,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2204913,4,2,0,2,3,3,0,0,0,0,1,"No",0,0.15,0.09,0,"Yes","No","No","Yes","No","No" +1347745,1045,8,16,741,1021,1189,89,188,383,1096,164,"No",0,0.47,0.47,0,"No","No","No","Yes","No","No" +3247153,37,12,0,0,0,0,0,1,1,6,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +1711531,43,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1955784,22,2,0,0,0,0,0,0,0,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1115525,43,NA,2,0,0,0,8,22,41,59,14,"No",0,-99,-99,0,"No","No","No","No","No","No" +3033765,29,8,0,16,16,16,7,17,41,73,5,"No",0,0.62,0.56,0,"No","No","Yes","Yes","No","No" +3129603,3,9,0,2,5,8,1,3,6,8,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1354873,0,2,0,12,12,12,0,0,0,0,1,"No",12,0.92,0.85,0,"No","No","Yes","Yes","No","Yes" +2031902,8,8,0,24,24,48,6,15,27,38,3,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +2290758,4,4,0,3,6,12,1,4,8,10,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1488336,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1354783,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1289669,1,2,0,6,6,6,1,3,3,4,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1269430,7,2,0,14,28,35,4,8,22,38,0,"No",0,0.92,0.8,0,"No","No","No","Yes","No","No" +1715271,95,0,3,832,1345,1820,245,618,1181,1776,212,"No",0,0,0,0,"No","No","No","No","No","Yes" +2807694,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1930073,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1214980,4,8,0,25,25,50,6,13,29,42,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1484013,21,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2883293,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1686298,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.08,0,"No","No","No","Yes","No","No" +1143515,5,8,6,6,6,12,0,0,6,14,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +2218705,3,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1182755,0,8,0,8,11,14,6,8,11,14,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +1383719,14,12,49,159,290,422,49,133,253,355,49,"No",0,0.51,0.51,0,"No","No","No","Yes","No","Yes" +1769843,14,12,0,0,0,0,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2914934,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1549261,2,9,2,5,9,11,1,4,5,7,1,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +1718655,0,9,0,241,241,241,0,0,0,0,0,"No",70,0.92,0.83,90,"No","No","No","Yes","No","Yes" +1584058,8,8,0,16,16,16,3,7,11,20,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3170397,40,2,0,30,70,100,29,63,120,120,0,"No",0,0.81,0.79,0,"Yes","No","No","Yes","No","No" +2287908,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1351048,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2859310,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1141562,15,8,5,16,36,56,11,29,51,76,8,"No",0,0.81,0.89,0,"No","No","No","Yes","No","Yes" +2057461,-14,8,0,96,96,144,11,53,81,100,0,"No",0,0.95,0.84,14,"No","No","No","Yes","No","Yes" +1730528,57,0,0,0,0,0,2,5,12,13,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2219843,47,8,0,0,0,0,9,13,16,24,1,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +3189139,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1789905,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1868973,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1819112,43,2,25,0,32,64,4,23,47,68,6,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2969581,2746,8,0,5760,9360,12960,0,0,0,0,0,"No",0,0.2,0.46,0,"No","No","Yes","Yes","No","No" +1534331,35,8,0,0,0,0,0,0,4,7,1,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +3169573,160,4,0,190,280,370,27,115,267,421,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1130203,352,8,54,0,101,202,45,99,207,359,34,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1713887,1,8,4,3,9,15,0,3,7,17,0,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","No" +2988430,1,8,0,2,3,5,2,3,5,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1133622,1,8,0,1,2,3,1,3,4,4,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +1375654,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1501053,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1618402,5,8,0,0,0,0,0,0,0,1,2,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +2170415,5,8,0,8,16,24,0,4,5,9,0,"No",0,0.66,0.67,0,"No","No","Yes","Yes","No","No" +3090620,1726,2,34,0,0,0,68,243,578,857,82,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +1121686,0,12,0,5,8,9,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +3076982,52,2,24,12,12,12,15,20,20,20,5,"No",0,0.69,0.74,0,"Yes","No","No","Yes","No","No" +3235721,29,8,1,18,37,53,16,29,54,80,27,"No",0,0.84,0.8,0,"No","No","Yes","Yes","No","No" +1939471,-4,8,0,565,871,979,26,124,301,457,0,"No",30,0.97,0.94,4,"No","No","No","Yes","No","Yes" +1285077,12,8,0,5,11,20,1,6,14,17,1,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +1178284,133,NA,0,0,0,0,0,3,4,7,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1499939,7,9,0,0,1,2,1,1,2,8,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2212316,154,12,3,264,264,264,17,79,151,223,30,"No",0,0.92,0.89,0,"Yes","No","Yes","No","No","No" +1582134,37,2,6,18,38,66,10,30,55,83,15,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1581928,0,4,0,2,2,2,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1977438,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1359065,33,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1657335,54,8,0,0,0,0,1,1,4,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3197027,45,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1911422,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1740646,133,8,144,353,723,983,166,497,756,1048,76,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2911295,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2845050,1,8,0,15,25,39,5,14,23,30,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +1645773,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1560223,4,3,0,4,4,4,0,0,0,0,1,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +3122063,18,9,0,3,22,46,12,22,43,59,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1839272,1,0,1,21,50,77,7,30,63,97,4,"No",0,0,0,0,"No","No","No","No","No","Yes" +3066622,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1294235,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +2915180,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3098450,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1140682,112,8,2,0,100,100,16,40,85,140,27,"No",0,0.53,0.65,0,"No","No","No","Yes","No","No" +1722448,410,12,545,0,400,1200,84,291,671,1014,85,"No",0,0.7,0.84,0,"No","No","No","Yes","No","No" +3008470,1,8,0,3,6,8,1,2,4,8,1,"No",0,0.68,0.49,0,"No","No","No","Yes","No","Yes" +2108911,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2049803,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1646153,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1690190,0,2,0,16,22,22,2,8,17,23,0,"No",0,0.22,0.38,0,"Yes","No","No","No","No","Yes" +1977502,10,8,0,0,0,0,0,1,2,2,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1701444,18,2,0,2,2,2,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1577517,14032,NA,0,0,0,0,0,4,4,4,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2233181,13,12,0,0,0,0,1,3,3,7,0,"No",0,0.46,0.38,0,"No","No","No","Yes","No","No" +1898726,7,8,0,146,255,327,18,64,159,243,32,"No",17,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +2219440,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1297072,0,8,0,1,1,2,2,2,2,3,1,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +2955326,17,52,0,0,0,0,0,0,1,2,0,"No",0,0.92,0.78,0,"Yes","No","No","No","No","No" +1234639,3,9,0,3,4,6,2,4,5,6,0,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +1628479,1,8,0,8,12,16,6,12,17,22,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2026949,9,8,0,0,0,0,0,1,2,3,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +3250636,10,8,0,5,10,15,6,14,24,43,3,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3143036,9,2,0,0,0,0,0,1,1,1,1,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +1836755,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1759550,0,2,0,6,8,8,0,0,0,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2149979,89,8,65,1569,2178,3488,506,1756,3177,4166,315,"No",100,0.7,0.71,10,"No","No","No","Yes","No","Yes" +3195983,8,9,0,0,0,1,0,0,5,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1456945,16,8,0,147,147,147,16,46,81,129,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1974739,218,4,0,0,0,0,0,10,24,28,0,"No",0,0.59,0.48,0,"No","No","No","Yes","No","No" +2028198,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1320921,688,9,0,0,0,0,8,16,24,96,33,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1848790,13,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3145483,19,8,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1443217,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +1339337,0,2,0,104,104,104,4,12,12,12,0,"No",0,0.79,0.78,8,"Yes","No","No","Yes","No","Yes" +1314701,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1169177,4,8,0,0,0,1,1,2,4,6,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1493885,8,9,0,0,0,0,0,0,0,2,0,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +1759764,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1123209,501,8,0,0,0,0,86,238,453,591,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1869985,8,2,0,20,40,60,7,20,45,68,11,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2099610,3,12,0,0,0,0,0,0,5,8,2,"No",0,0.78,0.81,0,"Yes","No","No","Yes","No","No" +1190447,2,8,0,60,60,60,11,27,45,74,19,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1566973,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3230903,99,2,0,0,0,0,1,4,8,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2232119,11,8,0,0,0,0,0,0,0,0,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1413460,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1482001,3,2,0,16,32,48,3,11,27,45,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","Yes" +2118666,3,52,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"Yes","No","No","No","No","No" +1688115,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1785632,0,9,0,3,3,3,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1681053,49,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2030039,82,8,0,100,100,100,0,0,0,0,0,"No",0,0.51,0.69,0,"No","No","No","Yes","No","No" +1173986,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +3200891,0,12,0,5,8,10,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2817954,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","No" +3243968,8,52,0,0,0,0,0,1,1,1,1,"No",0,0.88,0.94,0,"Yes","No","No","No","No","No" +1286162,116,8,42,160,320,520,43,159,300,452,52,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1689592,6,2,0,0,0,0,0,2,3,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1831852,10,8,0,0,0,0,0,0,0,1,1,"No",0,0.84,0.89,0,"No","No","Yes","Yes","No","No" +1596873,15,8,0,8,24,32,3,7,14,24,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +3039863,158,2,69,258,348,498,123,231,308,450,122,"No",12,0.36,0.44,2,"No","No","No","Yes","No","No" +1648898,210,8,0,0,0,0,0,10,10,20,0,"No",0,0.99,0.93,0,"Yes","No","No","Yes","No","No" +1457093,404,8,100,200,600,800,107,367,733,1141,180,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1224963,10,8,0,337,510,667,33,160,376,529,42,"No",11,0.48,0.53,1,"No","No","No","Yes","No","Yes" +1845241,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1457137,457,NA,0,0,0,0,2,9,16,23,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2241349,20,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1734622,20,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3228994,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3133585,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3236701,355,8,0,0,0,0,2,7,18,35,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1598951,7,2,3,13,28,43,10,30,48,67,5,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1133670,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3236293,3,8,0,0,0,0,0,2,4,6,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +1503858,159,2,7,132,352,484,50,200,345,506,31,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1773301,0,8,0,4,5,7,1,6,6,8,3,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1817219,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3029907,43,8,0,0,0,50,8,15,32,40,8,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1837921,42,8,0,0,0,0,0,0,2,2,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2904522,43,NA,21,0,0,0,0,0,0,0,15,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1150188,13,3,0,35,70,112,9,19,37,42,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1456340,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1796853,0,2,0,6,6,6,0,2,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1357491,292,8,0,270,270,270,13,40,89,121,21,"No",0,0.05,0.16,0,"No","No","No","Yes","No","No" +1870227,11,2,9,27,54,72,12,26,51,73,7,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +2857353,23,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2822683,94,8,69,0,54,54,7,42,102,137,13,"No",0,0.61,0.6,2,"No","No","No","Yes","No","No" +2196802,53,2,2,0,0,0,0,29,30,38,0,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +2161155,91,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2176949,511,12,243,375,525,750,146,369,691,1178,119,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2943043,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +2141548,3,2,0,12,17,22,3,10,18,35,0,"No",0,0.99,0.85,0,"No","No","No","Yes","No","No" +1166151,17,8,0,14,28,42,5,11,23,37,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1226661,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +3052547,30,2,43,540,920,1260,185,395,405,405,136,"No",40,0.6,0.66,2,"No","No","No","Yes","No","Yes" +1227773,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","No" +3032994,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2917437,230,4,0,0,0,0,3,4,4,6,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1583373,63,8,4,50,94,127,21,50,89,199,54,"No",0,1,1,0,"No","No","No","Yes","No","No" +2278345,17,8,1,23,48,68,5,23,45,72,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1821984,212,4,30,0,0,0,40,95,298,428,40,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2967143,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1184019,733,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3028767,0,8,0,3,5,7,0,1,4,5,0,"No",1,0.79,0.66,0,"No","No","No","Yes","No","No" +1579578,28,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1247972,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1751831,735,8,0,0,0,0,5,12,23,34,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2065475,0,8,50,1950,3050,4150,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1521363,35,9,0,22,42,66,10,28,63,100,14,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1884740,0,NA,1,0,0,0,7,23,57,66,14,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3167577,0,4,0,9,9,9,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","No" +2802569,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1999847,0,12,0,3,4,5,0,2,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1525653,3,10,0,0,0,1,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1675649,12,8,0,15,35,55,5,10,28,44,4,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1383085,-1,8,0,6,9,12,3,8,10,11,2,"No",0,0.94,0.97,1,"No","No","No","Yes","No","No" +1226651,0,8,0,19,19,19,2,15,35,46,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +2236976,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3133556,5,16,0,0,0,0,0,0,2,3,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2154922,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1623281,124,8,1,0,0,0,15,47,72,90,22,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2926111,2,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +2820507,7,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1388909,0,2,3,9,9,9,0,0,0,0,0,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +2939720,0,3,0,11,19,27,3,12,17,27,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2137781,69,8,1,0,0,0,2,9,9,9,5,"No",0,0.94,0.69,0,"No","No","No","Yes","No","No" +3143788,9,2,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2148671,80,2,27,68,125,213,30,73,136,219,53,"No",0,0.43,0.43,0,"No","No","No","Yes","No","No" +1639100,104,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.69,0,"No","No","Yes","Yes","No","No" +1228960,40,2,4,52,91,143,15,86,170,207,18,"No",0,0.77,0.74,1,"No","No","No","Yes","No","No" +2160503,0,8,4,47,89,131,13,30,52,82,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1271750,186,8,0,0,0,0,0,0,0,0,12,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1698968,6,8,0,0,0,0,1,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3241735,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1383750,17,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1709547,7,14,0,0,0,2,0,1,3,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2109507,7,8,0,0,2,4,0,3,8,15,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1131295,19,2,0,0,0,0,0,0,1,1,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1210885,34,2,0,0,0,0,0,0,2,3,0,"No",0,0.92,0.95,0,"No","No","Yes","Yes","No","No" +1567318,57,8,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1992736,6,8,0,2,2,2,0,0,0,0,0,"No",0,0,0.07,0,"Yes","No","No","Yes","No","No" +1812766,14,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1147499,-1,9,0,9,9,9,1,6,6,7,0,"No",0,0.67,0.8,1,"No","No","No","Yes","No","Yes" +2920439,19,8,0,0,0,7,5,9,17,31,3,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1684808,2,9,0,1,2,3,1,2,4,6,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2912939,420,NA,0,0,0,0,1,7,8,8,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2896553,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1164687,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +2812434,3,2,0,2,2,2,5,7,7,7,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +3204065,7,8,0,2,2,4,0,1,6,12,0,"No",0,0.12,0.1,0,"No","No","No","Yes","No","No" 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+2265551,4,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2019361,2,14,0,3,7,9,2,6,7,10,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1858504,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3124304,14,12,0,8,24,32,2,7,14,23,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2268940,94,4,50,31,67,96,20,75,173,224,32,"No",1,0.73,0.78,0,"No","No","No","Yes","No","No" +1758358,11030,2,0,0,0,0,35,52,59,87,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2856819,68,8,4,14,35,70,5,29,66,103,11,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3158055,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +2834454,18,9,0,0,0,0,1,2,5,6,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2104066,10,4,41,20,53,85,30,84,155,206,17,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2300016,0,8,0,9,13,17,6,13,18,26,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","Yes" +2907254,506,8,265,800,1376,1952,268,729,1434,2221,252,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2213633,410,2,0,0,0,0,3,10,21,36,0,"No",0,1,0.99,0,"No","No","No","No","No","No" +3026137,149,8,0,0,0,0,2,4,9,12,19,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1960161,52,9,50,50,100,150,16,53,105,156,22,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1356713,15,2,15,0,0,0,0,0,0,0,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +2227372,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1786713,0,8,0,11,19,27,7,11,16,22,0,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","Yes" +1982395,0,9,0,2,4,5,0,1,3,3,2,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1295681,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1533559,131,8,0,0,0,0,0,1,6,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1521459,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1956896,100,8,3,30,60,120,12,47,98,141,19,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1255606,137,8,0,100,100,200,18,62,120,212,40,"No",0,1,1,0,"No","No","No","Yes","No","No" +1469056,34,8,0,0,0,0,0,0,0,3,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1460521,100,8,0,500,500,500,55,99,189,334,20,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1886398,1,8,0,0,0,0,0,0,1,1,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +3001084,35,8,0,0,0,0,1,2,5,12,0,"No",0,0.9,0.89,0,"Yes","No","Yes","Yes","No","No" +1979165,410,8,14,0,266,399,47,139,304,446,50,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1824849,26418,8,0,0,0,0,8,19,44,74,12,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1388041,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3230325,77,8,10,71,147,204,13,53,137,242,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +3093132,5,52,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1402058,178,2,104,1810,3090,4530,371,371,373,373,328,"No",0,0.99,0.98,21,"No","No","No","No","No","Yes" +1142325,40,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1678741,1,8,0,1,1,2,0,0,1,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1493172,214,8,3,241,457,636,41,192,421,724,67,"No",0,0.97,0.84,0,"No","No","No","Yes","No","No" +3246143,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3276333,19,9,0,0,0,0,0,2,12,15,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1440172,62,8,4,48,72,120,11,38,101,153,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3232902,92,8,27,55,110,170,14,57,117,205,27,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1326094,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2245702,0,8,0,3,3,4,1,1,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1960827,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2895197,5,2,0,0,0,0,0,0,0,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3072983,15,2,0,0,0,0,0,0,0,2,0,"No",0,0.64,0.48,0,"Yes","No","No","Yes","No","No" +2276047,917,8,0,0,0,0,3,10,17,28,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1731719,20,4,0,12,30,54,1,8,40,58,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1678990,0,NA,0,200,300,500,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1519762,348,2,108,0,0,0,6,192,338,517,0,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +1170727,0,8,0,4,5,6,0,1,3,6,0,"No",1,0.47,0.62,0,"No","No","No","Yes","No","No" +2867211,49,4,3,0,0,0,10,38,74,116,6,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2981997,332,12,0,0,0,0,1,1,2,4,10,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3036160,2,2,0,1,1,2,0,1,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1669800,21,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1982920,249,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1577446,5,4,0,0,0,0,1,1,8,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2813752,0,2,0,200,200,200,0,0,0,0,1,"No",0,0.8,0.63,0,"Yes","No","No","Yes","No","No" +2014668,4392,NA,58,0,0,0,69,258,543,785,116,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2252313,-39,NA,0,0,0,0,1008,2481,2501,2511,753,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1911646,5,3,0,0,0,0,0,0,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1555985,7,2,0,0,5,5,0,0,5,11,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3277557,409,8,128,1000,2000,2000,126,498,1001,1532,152,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1475817,51,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +2012265,4,8,0,41,85,129,14,50,94,171,27,"No",0,0.92,0.94,0,"No","No","No","Yes","No","Yes" +1705408,55,8,0,0,0,0,0,0,2,6,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1719588,6,2,0,4,5,5,0,0,0,0,0,"No",0,0.82,0.75,0,"Yes","No","Yes","Yes","No","No" +1917469,3,4,1,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1232423,17,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2814045,3,2,0,100,100,100,24,48,82,140,66,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1283044,1,12,0,6,7,10,1,4,6,8,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2268669,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","Yes" +2209745,31,8,0,0,0,0,3,20,37,61,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1754421,139,2,0,0,0,0,3,12,42,79,19,"No",0,1,0.92,0,"No","No","Yes","Yes","No","No" +1487905,26,4,0,30,30,60,6,20,33,54,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2802453,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1597062,686,8,88,0,0,0,43,161,353,550,87,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1414508,3,2,0,1,4,6,1,2,5,10,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1731784,49,8,4,33,65,89,30,63,96,149,19,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2855106,3,8,0,17,25,33,6,17,22,30,2,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1973657,12,2,0,0,0,0,0,1,1,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1304141,11,4,2,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2238901,17,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1679714,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","Yes","Yes","No","No" +2064110,3,9,0,0,0,0,1,2,5,6,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1414669,14,0,0,45,81,117,16,44,72,98,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1182776,0,9,0,387,560,646,0,0,0,0,29,"No",0,0.91,0.74,0,"No","No","Yes","Yes","No","Yes" +1955020,29,52,0,0,0,0,1,1,2,4,1,"No",0,0.91,0.9,0,"Yes","No","No","No","No","No" +3259191,135,2,70,49,223,431,8,11,14,14,20,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +2160819,117,12,0,0,0,22,9,22,37,70,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1182308,1,8,0,0,24,24,2,2,2,4,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1353135,11,8,1,0,0,3,1,5,9,12,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1241786,3,12,0,0,8,8,1,1,3,7,0,"No",0,0.47,0.39,0,"No","No","No","Yes","No","No" +1700555,73,2,0,0,0,0,1,4,8,12,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +3156510,14,8,46,24,57,79,14,38,74,106,23,"No",2,0.25,0.31,0,"No","No","No","Yes","No","No" +2046719,129,9,0,0,0,12,29,82,165,261,35,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2819079,312,NA,1,0,0,132,37,196,378,512,38,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2103609,735,12,264,354,1206,2856,295,1416,3481,4520,310,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1366673,17,8,20,47,77,107,5,45,68,120,20,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1666283,13,13,0,0,0,0,1,3,10,10,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1922250,48,8,10,138,246,354,43,68,71,73,19,"No",12,0.78,0.74,0,"No","No","No","Yes","No","No" +1793526,0,2,0,9,14,14,0,0,0,0,1,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","Yes" +1631429,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1957453,381,2,298,1896,3095,3639,217,521,1167,2874,204,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3106730,5,12,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.75,0,"No","No","No","Yes","No","No" +2287127,175,2,0,0,0,0,0,1,9,9,16,"No",0,1,1,0,"No","No","No","Yes","No","No" +2934501,64,4,14,49,87,112,20,54,107,154,28,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1617650,3,8,0,0,0,1,0,1,1,1,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2922543,48,8,18,23,53,83,11,38,89,151,38,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1622027,10,4,2,0,0,0,0,1,3,4,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" 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+1453421,573,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1781999,460,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3030732,0,2,0,9,14,15,0,0,0,0,0,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +1243831,82,NA,2,0,0,0,10,57,106,175,59,"No",0,-99,-99,0,"No","No","No","No","No","No" +1846111,0,2,0,4,19,19,0,0,0,0,1,"No",0,0.81,0.87,0,"No","No","No","Yes","No","Yes" +1614083,13,4,0,0,2,3,14,22,27,28,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1970915,0,8,0,35,70,107,0,0,0,0,0,"No",0,0.97,0.9,0,"Yes","No","Yes","Yes","No","Yes" +1577231,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1387362,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1553985,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1697091,525,8,28,126,342,670,104,368,753,1191,228,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +1474770,20,8,0,0,0,0,0,0,4,4,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3159155,83,8,0,0,0,0,1,5,15,32,6,"No",0,0.75,0.72,0,"Yes","No","No","Yes","No","No" +3177597,4,8,0,2,5,9,3,8,10,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1641093,148,2,89,260,510,780,131,397,687,964,92,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +3183001,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3201322,280,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1366646,-4,8,0,20,20,20,2,39,41,46,1,"No",0,0.55,0.55,4,"No","No","No","Yes","No","Yes" +3046770,0,8,0,4,6,9,0,3,4,6,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1776478,2,2,1,2,4,8,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2907711,20,8,0,0,0,0,1,1,1,2,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1227282,6,4,0,0,0,0,0,1,3,3,2,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2977336,274,8,81,243,543,793,79,287,499,827,48,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2072759,13,2,0,0,0,0,2,7,17,20,3,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1717936,0,2,0,26,44,64,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","Yes" +1703396,6,2,0,10,10,10,0,0,0,0,1,"No",0,0.27,0.35,0,"Yes","No","No","Yes","No","Yes" +1731205,0,2,0,12,20,22,0,1,1,1,0,"No",0,0.52,0.41,0,"Yes","No","Yes","Yes","No","Yes" +1866281,0,8,0,102,116,160,0,3,3,3,18,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +1899204,495,12,0,0,0,0,2,5,5,5,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1746638,9,8,0,60,80,100,19,60,89,108,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2262091,137,8,0,0,0,0,1,14,26,44,3,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2050110,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3143045,191,8,8,84,280,448,39,97,260,340,29,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1171664,9,8,9,0,6,15,3,11,21,30,1,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1718005,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1179745,4,8,0,0,0,0,0,0,0,4,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +1944922,8,9,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1479864,357,16,16,0,0,0,19,62,120,170,31,"No",0,0.89,0.8,0,"No","No","Yes","Yes","No","No" +2142002,179,2,0,0,0,0,0,0,0,0,21,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +2920442,1,8,1,4,6,10,1,3,4,10,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3019176,500,8,53,207,472,747,52,142,302,380,61,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1685374,6,2,0,45,108,171,6,10,22,22,1,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +1633400,0,2,0,13,13,13,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +2801688,557,8,0,0,0,0,1,17,18,23,2,"No",0,0.96,0.95,0,"No","No","Yes","Yes","No","No" +1527974,50,2,0,0,13,26,5,8,14,16,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1485168,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.27,0.22,0,"No","No","No","Yes","No","No" +2151737,20,8,1,0,0,0,0,2,7,9,14,"No",0,0.78,0.71,0,"No","No","No","Yes","No","No" +1184077,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2161812,101,4,0,0,0,0,16,18,34,49,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1591874,1059,8,216,1560,3360,4800,671,2029,3896,6195,584,"No",0,0.77,0.59,0,"No","No","No","Yes","No","No" +2265457,101,8,0,0,0,0,0,0,3,5,2,"No",0,0.96,0.98,0,"Yes","No","Yes","Yes","No","No" +3150967,37,8,0,7,7,7,7,17,42,70,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1348567,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.9,0.85,0,"No","No","Yes","Yes","No","Yes" +3077720,2,2,0,0,1,2,1,2,2,3,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2842558,151,5,156,358,623,965,116,397,687,937,65,"No",0,0.99,0.98,1,"No","No","No","Yes","No","No" +1383548,605,8,0,0,0,0,0,79,83,90,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2131977,114,8,2,124,229,304,44,127,263,379,52,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1582023,1,8,0,3,4,6,2,3,9,12,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1678060,1,8,0,2,2,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2994889,1,8,5,5,15,25,2,10,17,26,1,"No",0,0.88,0.83,0,"No","No","No","Yes","No","No" +2295868,-9,12,4,510,510,737,37,183,421,637,39,"No",0,0.58,0.44,12,"Yes","No","No","Yes","No","Yes" +1773576,6,8,0,0,0,0,0,2,4,8,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2872363,30,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1235448,26,2,22,60,120,180,29,106,179,231,41,"No",0,0.73,0.82,0,"No","No","No","Yes","No","Yes" +2026802,2,12,0,0,1,2,2,3,5,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1983282,1,4,0,10,10,10,2,3,5,5,2,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +2976968,4,8,0,0,0,0,0,0,0,1,1,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1880987,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1526905,1,8,0,13,20,34,5,11,18,27,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +3273335,51,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2818796,13,12,0,2,2,4,0,10,16,23,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3193719,11,8,0,0,0,1,1,1,6,7,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1915735,2,2,0,3,6,7,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1154863,10,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2076436,51,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1115456,26,8,0,30,90,120,5,31,63,89,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3029304,0,5,0,5,7,7,0,0,0,0,0,"No",0,0.65,0.71,0,"No","No","Yes","Yes","No","No" +1715042,50,8,62,0,60,114,16,80,151,201,17,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +3061217,34,8,5,50,65,85,3,24,45,63,6,"No",0,0.36,0.44,6,"Yes","No","No","Yes","No","No" +1215858,0,2,0,7,8,8,0,2,2,2,0,"No",0,0.48,0.53,2,"Yes","No","Yes","Yes","No","Yes" +3160807,15,8,0,0,0,0,0,1,1,3,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2843371,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3043539,100,NA,0,0,0,0,0,49,254,494,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2926161,32,8,0,0,0,12,2,11,22,38,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2198396,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3108060,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +2920220,35,52,0,0,0,0,0,0,1,2,77,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1122522,5,8,0,0,0,2,0,1,2,4,2,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1216872,10,8,0,0,0,0,1,1,1,2,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1343925,0,NA,0,2,2,2,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +1728873,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2206630,0,8,0,3,4,5,0,0,1,4,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","Yes" +2022814,565,2,505,1273,2681,4025,608,1609,2497,3602,340,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1228108,14,4,0,6,15,15,3,9,23,36,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2185299,1,8,0,10,20,25,6,13,15,21,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +3223808,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3138940,15,2,0,18,36,54,4,18,37,51,6,"No",0,0.91,0.94,0,"No","No","Yes","Yes","No","No" +1932152,878,8,0,0,0,0,0,0,5,6,2,"No",0,1,0.84,0,"No","No","No","Yes","No","No" +1654119,0,2,0,19,29,34,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +3019773,38,8,0,0,100,100,7,17,39,72,6,"No",0,0.63,0.76,0,"No","No","No","Yes","No","No" +2072943,791,12,639,1720,3120,4420,455,1567,2946,4644,494,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +3078381,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3106207,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1794768,21,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1341151,5,2,0,2,4,6,1,2,5,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1536926,8,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3165435,3,8,0,0,0,1,1,2,3,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1858403,57,12,28,380,616,864,104,321,547,856,57,"No",16,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1295989,15,2,0,0,0,0,0,2,4,6,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2060397,2,4,0,15,15,30,4,8,11,15,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1282055,198,8,27,278,608,998,89,321,695,922,230,"No",30,0.89,0.82,0,"No","No","No","Yes","No","No" +1875407,900,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1930425,13,8,1,25,53,81,7,20,42,52,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2058940,3,9,0,2,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1346287,5,NA,0,0,0,0,0,1,4,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1689666,0,2,0,85,125,125,0,0,0,0,0,"No",0,0.92,0.87,0,"Yes","No","No","Yes","No","No" +2220637,0,8,0,20,20,30,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1782446,1230,12,0,550,550,550,0,10,10,10,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3191800,0,8,0,3,5,7,0,2,3,5,0,"No",1,0.82,0.81,0,"No","No","No","Yes","No","No" +1675878,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2174785,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1683883,20,12,0,0,8,8,3,4,18,27,3,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +2203105,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +2000174,5,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1676220,0,5,0,16,16,16,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +2860340,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" +1638968,6,3,0,3,3,3,1,5,5,5,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1272202,36,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1732017,12,2,0,0,0,0,0,1,2,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1989413,0,12,0,9,18,27,1,7,17,21,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3065527,1,8,0,3,5,6,0,2,4,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2201138,22,NA,0,0,0,0,7,11,36,45,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2274813,98,52,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.94,0,"Yes","No","No","No","No","No" +1398598,1073,8,2,0,0,0,8,32,82,109,21,"No",0,1,1,0,"No","No","No","Yes","No","No" +2939970,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2177821,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1616045,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1189426,0,8,2,13,18,28,4,7,11,17,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3004949,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1817665,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +3211946,91,NA,0,0,0,0,0,1,2,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2814525,11,8,0,10,19,34,1,15,32,38,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1437902,9,8,0,0,4,16,4,8,23,27,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2931667,882,4,718,216,648,984,169,459,958,1470,265,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1481496,216,8,64,352,688,944,90,292,523,901,85,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1722495,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2185488,316,2,144,390,810,1290,151,382,549,617,171,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +2277434,178,8,0,55,55,55,7,35,101,171,83,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1122202,864,4,611,3198,5574,7950,975,2556,4724,7145,405,"No",0,0.82,0.78,3,"No","No","No","Yes","No","No" +1541932,0,8,20,61,121,161,11,52,109,171,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +1425599,34,8,0,0,0,0,0,1,1,3,4,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2032560,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +1335853,5,15,0,9,16,20,4,8,12,17,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +2127796,78,NA,0,0,0,0,3,7,11,17,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2246661,56,10,0,2138,3638,5138,767,1990,3095,4483,274,"No",0,0.51,0.63,45,"No","No","No","Yes","No","Yes" +2024418,4,2,0,1,3,4,1,2,4,5,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1220691,4774,4,0,0,0,0,36,91,209,353,38,"No",0,0.97,0.91,0,"No","No","Yes","Yes","No","No" +1980927,46,52,0,0,0,0,2,6,13,22,4,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +1692411,21,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1566874,0,2,0,5,5,5,0,2,2,2,1,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +2990688,4,3,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +1226777,28,8,16,19,28,64,9,25,56,78,15,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +2277338,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1972400,23,8,0,0,0,0,0,0,4,4,0,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +3146962,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2017642,1102,4,52,588,1512,2436,32,45,45,45,369,"No",0,0.93,0.94,0,"Yes","No","No","Yes","No","No" +2068475,5,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.5,0,"Yes","No","Yes","Yes","No","No" +1644296,35,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1135988,0,8,0,1008,1008,1008,0,0,0,0,0,"No",0,0,0,20,"No","No","No","Yes","No","Yes" +2943877,9,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1211820,6,2,0,0,0,0,0,0,2,2,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2241743,23,8,0,0,0,0,0,1,3,3,1,"No",0,0.88,0.85,0,"No","No","Yes","Yes","No","No" +1788126,19,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1800101,13,2,0,10,30,55,2,11,32,44,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2179014,3,8,0,9,14,19,1,6,12,16,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1126055,122,8,46,294,420,588,63,227,386,605,146,"No",0,0.84,0.71,0,"No","No","Yes","Yes","No","No" +1429326,130,8,0,0,36,84,21,63,123,207,23,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1707020,168,8,60,80,240,360,69,199,363,588,46,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2264048,31,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.88,0,"No","No","Yes","Yes","No","No" +1734922,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1246113,50,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2061103,10,2,28,24,72,96,0,0,0,0,6,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1308226,112,8,1,0,0,0,7,31,65,89,17,"No",0,0.42,0.4,0,"No","No","Yes","Yes","No","No" +1445311,58,4,5,10,35,35,9,17,61,95,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1215626,95,2,0,0,0,0,2,13,18,23,0,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +1512419,8,8,0,0,0,0,0,2,4,8,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3245260,68,8,0,8,25,49,9,25,45,76,166,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1450341,4,4,0,1,2,2,0,0,0,0,0,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +2204548,11,8,0,0,0,0,0,0,0,1,2,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2853629,33,2,0,0,0,0,1,4,11,15,0,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +1588201,338,NA,0,0,0,0,14,46,84,126,26,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1577871,34,NA,0,0,0,0,3,6,8,14,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1829291,2,2,1,2,4,7,1,2,2,2,0,"No",0,0.81,0.85,0,"No","No","Yes","Yes","No","Yes" +1765077,32,2,0,0,0,0,0,3,5,6,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1291907,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1606288,121,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2000680,-6,2,8,12,12,12,11,37,42,42,0,"No",0,0.62,0.62,6,"No","No","No","Yes","No","Yes" +1975086,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2246054,78,4,0,0,0,0,1,14,14,45,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2190878,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1809026,348,8,5,0,0,0,17,52,104,167,42,"No",0,-99,0,0,"No","No","No","Yes","No","No" +3259852,7,2,0,2,6,10,3,5,8,10,0,"No",0,1,0.82,0,"Yes","No","No","Yes","No","No" +2254190,2,8,0,32,48,64,13,32,45,65,4,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1313799,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2209258,15,2,0,0,0,0,1,4,10,11,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1907309,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2852405,2065,8,0,0,0,0,0,0,1,1,2,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +3228688,11,8,0,0,0,12,1,1,1,11,0,"No",0,0.54,0.31,0,"No","No","Yes","Yes","No","No" +1863021,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +2999249,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1750739,3910,52,0,0,0,0,20,38,68,116,30,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +3194342,99,2,0,0,0,0,2,4,4,4,0,"No",0,0.88,0.88,0,"Yes","No","Yes","Yes","No","No" +1916874,299,8,15,144,360,540,99,260,590,878,93,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2112173,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +1718598,1371,2,42,1728,3600,5472,615,1330,2209,3272,643,"No",0,0.77,0.59,0,"Yes","No","Yes","Yes","No","No" +1625069,3389,8,1390,4260,9960,15246,1498,4971,10289,16417,1411,"No",0,0.92,0.8,0,"No","No","Yes","Yes","No","No" +2895399,11,2,0,0,0,12,1,4,6,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1852552,1,8,0,4,7,10,1,4,8,10,2,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","Yes" +2870344,18,12,0,13,28,28,2,10,19,35,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3045751,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1430669,201,13,78,59,171,311,37,145,301,467,68,"No",0,0.79,0.75,0,"No","No","No","Yes","No","No" +1803880,140,8,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.57,0,"No","No","No","Yes","No","No" +2962968,72,16,0,0,0,0,0,1,4,7,2,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1199838,48,2,24,69,132,195,30,72,141,199,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2122448,18,8,0,46,46,46,0,0,1,9,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2062945,-17,2,0,109,169,229,50,82,185,277,35,"No",0,0.73,0.73,17,"No","No","No","Yes","No","Yes" +2951831,41,8,9,93,138,194,18,73,119,180,18,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +3224762,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1274195,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1708244,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2114244,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1311656,2,4,15,16,32,48,8,15,26,30,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2308549,4,12,0,0,0,1,1,2,2,4,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1662776,10,12,0,17,32,44,4,8,22,37,4,"No",2,0.63,0.72,0,"No","No","No","Yes","No","No" +2844104,3,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2234799,59,8,0,0,0,0,0,0,0,0,3,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +3061036,7,8,0,45,45,67,9,27,42,59,9,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2268537,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2817764,720,8,0,0,0,0,2,7,22,36,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2195073,164,8,0,0,0,0,4,6,9,17,1,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +3255980,498,8,0,0,0,0,2,6,7,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1370622,-101,8,0,317,317,317,0,0,0,0,2,"No",0,1,0.33,101,"No","No","No","Yes","No","Yes" 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+1245162,24,3,16,28,61,94,5,92,121,212,31,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +1450542,67,0,0,95,130,130,6,31,62,91,6,"No",0,0,0,0,"No","No","No","Yes","No","No" +1923960,0,8,0,4,6,7,1,3,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1431812,80,2,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1671038,3,2,0,2,5,5,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1131271,0,2,0,15,21,27,0,0,0,0,0,"No",0,0.27,0.13,0,"Yes","No","Yes","Yes","No","No" +2912071,2,2,0,0,0,0,1,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1569735,19,8,0,50,50,50,2,2,2,2,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2001239,4,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1702203,4,8,0,0,10,10,0,2,5,6,2,"No",0,0.04,0.04,0,"No","No","Yes","Yes","No","No" +2005842,4,12,0,14,20,29,9,24,36,51,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1813251,1178,12,0,0,0,0,0,8,48,66,0,"No",0,0.38,0.47,0,"No","No","Yes","No","No","No" +1180717,52,52,0,0,0,0,0,5,11,14,4,"No",0,0.83,0.83,0,"Yes","No","No","Yes","No","No" +1331154,13,4,0,0,0,0,1,1,1,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3194905,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1580327,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +1287622,0,8,0,5,7,9,4,8,9,17,0,"No",0,0.8,0.92,0,"No","No","No","Yes","No","Yes" +1322849,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2057181,14,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2054889,8,8,1,2,9,17,2,5,13,19,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3141174,23,8,2,13,26,39,4,12,28,46,22,"No",0,0.76,0.46,0,"No","No","No","Yes","No","No" +1588348,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1490691,7,8,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1747389,1,12,0,8,12,16,0,6,9,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1965271,2168,8,0,0,0,0,1,3,6,16,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2292266,11,13,0,10,25,40,3,16,31,46,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1580751,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1203580,71,8,0,0,0,0,1,3,5,7,0,"No",0,0.85,0.81,0,"No","No","No","Yes","No","No" +2030207,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1275139,1,8,0,7,11,15,3,8,11,18,0,"No",0,0.59,0.59,0,"No","No","No","Yes","No","Yes" +1709680,6,8,0,36,48,72,8,25,57,82,4,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +2234420,23,12,0,0,0,0,0,1,2,3,0,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","No" +1329586,23,8,0,100,100,100,21,58,106,167,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1836860,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1985504,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2837163,0,NA,0,0,0,0,2,232,808,808,183,"No",0,-99,-99,0,"No","No","No","Yes","Yes","No" +1800763,25,8,0,0,0,0,3,13,21,31,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3208146,0,NA,0,0,0,0,16,33,48,49,1,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2823677,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +3114400,14,8,0,0,4,8,1,3,6,25,2,"No",0,0.4,0.41,0,"No","No","No","Yes","No","No" +2052490,238,8,165,318,476,812,115,348,714,1066,70,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2056848,38,8,0,0,0,0,0,3,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1517327,1202,8,566,960,1920,2880,592,1183,1998,3134,305,"No",0,0.81,0.73,4,"No","No","No","Yes","No","No" +3082742,4,2,0,0,0,0,0,1,1,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2172837,15,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1399122,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1345780,1,4,4,0,6,9,1,3,7,10,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1861452,133,4,68,71,161,233,49,127,242,341,26,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1361269,2,NA,0,0,0,0,0,4,9,9,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1660759,53,8,0,0,0,0,0,2,8,12,0,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +3070413,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2178427,11,2,0,0,4,4,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +2186847,250,2,0,0,0,0,0,0,0,0,29,"No",0,0.94,0.82,0,"No","No","No","Yes","No","No" +3132854,5,2,0,0,2,4,0,3,4,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1211184,88,2,0,0,0,0,0,2,4,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1564223,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3061237,60,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1855458,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1964853,13,4,0,0,0,0,2,3,7,7,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1825161,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2952947,8,0,0,7,14,28,4,9,25,34,3,"No",0,0,0,0,"No","No","No","No","No","No" +1834035,15,8,0,0,0,0,0,5,7,7,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3107729,0,2,0,0,10891,17209,17,35,38,38,12,"No",0,0.97,0.97,1,"No","No","No","Yes","No","Yes" +2290287,16,8,0,13,33,43,3,13,29,44,3,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1937629,7,2,0,14,28,42,0,8,19,30,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3017953,12,6,0,100,100,100,1,14,22,47,1,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2269327,8,10,10,0,0,6,3,4,14,21,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1140438,3,2,1,2,4,6,3,3,8,9,1,"No",0,0.71,0.71,0,"Yes","No","No","Yes","No","No" +2872580,1459,12,2,152,608,760,206,220,1046,2466,72,"No",0,0.81,0.56,0,"No","No","No","Yes","No","No" +1410262,9105,8,0,0,0,0,10,75,125,135,34,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2143100,86,8,9,150,250,350,76,253,474,742,53,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +1826572,0,8,0,4,5,7,2,4,10,13,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1833554,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1470028,2,8,0,100,100,100,7,18,36,56,5,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1887108,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.65,0,"Yes","No","No","Yes","No","No" +2823733,18,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1271546,2249,4,1044,1940,4365,6790,672,2180,4180,6778,584,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +3273190,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1142341,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","No" +2907815,29,12,0,0,0,0,2,4,12,21,8,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2876972,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2041523,103,8,0,0,0,0,2,15,27,35,3,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","No" +1936855,0,2,0,16,22,22,2,6,17,23,0,"No",0,0.22,0.38,0,"Yes","No","No","No","No","Yes" +1647308,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1694875,9,4,14,7,7,7,0,0,0,0,8,"No",0,0.24,0.14,0,"Yes","No","Yes","Yes","No","No" +3254740,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +3054245,10,8,0,0,0,0,0,0,0,4,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2986316,693,2,179,528,1176,1896,151,389,407,407,235,"No",0,0.63,0.68,4,"Yes","No","No","Yes","No","No" +3058138,3,2,0,0,0,0,1,2,2,2,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1559655,1,8,0,1,2,3,1,2,2,3,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +2141435,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1724222,0,9,2,68,98,128,8,19,25,27,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +2882670,1000,12,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1796880,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2942724,59,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1242417,45,2,40,80,144,184,0,0,0,0,16,"No",20,0.09,0.06,0,"No","No","No","Yes","No","No" +1256472,56,8,6,406,647,866,120,235,412,684,106,"No",0,0.99,0.86,6,"No","No","No","Yes","No","Yes" +2204712,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3222216,3,2,0,24,48,72,9,9,9,11,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +3274854,9,8,3,24,42,60,3,12,25,34,7,"No",0,0.76,0.83,0,"No","No","No","Yes","No","No" +2305466,32,8,0,54,89,110,3,18,44,83,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3273750,28,8,0,0,0,0,0,2,2,4,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +3031909,156,8,10,616,616,616,43,90,184,293,33,"No",0,0.69,0.67,1,"No","No","No","Yes","No","No" +3250484,8,2,0,15,15,15,6,7,11,13,3,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +2204991,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1116610,-1,0,0,26,36,51,8,18,42,52,1,"No",0,0,0,1,"No","No","No","No","No","Yes" +1520814,3,8,0,12,12,12,4,13,21,30,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1960657,21,3,0,0,0,0,0,1,1,1,1,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +1209440,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3231432,21,2,1,0,0,0,1,5,8,16,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1925628,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1906521,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2947532,18,9,1,0,6,9,2,5,15,25,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3060570,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +3131716,162,9,47,96,192,336,35,108,214,330,41,"No",0,1,1,0,"No","No","No","Yes","No","No" +1732307,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2255384,13,8,0,0,0,0,0,4,8,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2315572,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1245246,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.6,0.57,0,"No","No","No","Yes","No","No" +1750019,84,8,3,223,319,452,110,214,363,478,127,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1381972,155,NA,1,0,0,0,34,127,353,473,53,"No",0,-99,-99,0,"No","No","No","No","No","No" +3127341,71,8,3,30,30,60,6,15,45,70,21,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2079762,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +3146884,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +3264649,-23,2,0,100,150,150,27,27,37,38,0,"No",0,1,0.99,23,"No","No","No","Yes","No","Yes" +1294047,6,12,0,0,0,0,0,1,1,2,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1576918,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1463952,0,2,0,21,21,21,0,0,0,0,1,"No",0,0.24,0.28,0,"No","No","No","Yes","No","Yes" +2064863,236,8,0,0,0,0,3,7,7,17,1,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2045278,0,8,0,15,21,23,4,6,11,16,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1745401,227,30,6,0,256,312,13,144,223,298,77,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1243373,29,12,0,0,0,0,1,3,5,8,4,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1693446,0,2,3,2,5,6,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1778005,10,4,0,0,0,0,0,0,1,1,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3231840,42,8,0,0,0,0,2,2,2,2,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1465564,65,8,0,0,0,2,2,4,4,7,11,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1335396,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3086173,16,8,0,0,0,0,1,5,5,5,1,"No",0,0.34,0.3,0,"No","No","No","Yes","No","No" +1751015,7,8,0,0,0,0,1,1,1,4,0,"No",0,0,0.06,0,"Yes","No","Yes","Yes","No","No" +1869290,21,8,0,25,50,75,1,12,30,46,14,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1497426,2,NA,0,5,5,5,2,9,9,9,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1689024,325,8,0,0,0,0,0,2,4,6,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3127897,22,8,0,0,0,0,3,4,5,5,0,"No",0,0.92,0.71,0,"Yes","No","No","Yes","No","No" +1670341,20,9,0,26,40,61,9,33,56,72,3,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1692845,68,8,85,1116,1944,3120,358,1188,2064,2798,247,"No",84,0.31,0.18,1,"No","No","No","Yes","No","Yes" +3252376,775,2,423,732,1464,2196,205,550,926,1123,275,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2193497,0,2,0,32,32,32,1,1,1,2,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2908163,2,3,0,1,3,5,1,1,5,7,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1385582,-80,8,4,258,312,348,139,444,488,536,19,"No",0,0.99,0.99,152,"No","No","No","Yes","No","No" +2277503,4,8,0,0,0,4,0,1,1,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3163233,238,0,80,408,816,1428,175,488,940,1284,166,"No",0,0,0,0,"No","No","No","No","No","No" +2309750,7,2,0,0,0,0,1,1,1,1,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3147860,54,8,1,0,0,160,8,16,38,63,4,"No",0,0.85,0.85,0,"No","No","Yes","Yes","No","No" +3211838,5,2,0,13,13,13,0,0,0,0,0,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" +1647140,5,8,0,0,0,0,0,0,1,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1982780,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1122670,198,16,98,144,288,432,61,156,329,486,67,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1796607,2,12,0,5,14,21,9,18,25,43,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3015824,2,NA,0,0,0,0,1,2,2,3,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1607741,0,8,0,3,4,6,3,3,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2848762,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +1197070,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1894006,7,8,0,0,1,4,1,2,5,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3002725,216,8,6,0,0,200,20,63,134,200,27,"No",0,0.37,0.33,0,"No","No","No","Yes","No","No" +1149712,32,2,0,30,60,90,15,48,81,93,0,"No",0,0.64,0.68,0,"Yes","No","No","Yes","No","Yes" +1536509,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2917263,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1980942,10,8,0,0,20,20,1,5,10,19,2,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +3267505,17,8,0,0,0,0,0,0,49,117,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2838760,2,8,0,4,6,10,2,7,12,12,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","Yes" +3156966,231,8,153,217,401,493,49,169,352,565,61,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2081074,9,8,0,9,21,30,2,9,17,28,7,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1315487,100,8,6,136,211,336,20,92,171,259,74,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +2145933,0,2,0,7,7,7,0,0,0,0,14,"No",0,0.9,0.92,0,"Yes","No","Yes","Yes","No","No" +3149844,1461,2,615,2690,5870,8670,910,3061,6864,10770,827,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1361483,9,8,0,0,0,1,2,3,6,6,2,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1722152,76,12,0,40,40,40,6,17,56,89,18,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1976341,64,8,2,0,8,17,11,31,55,77,10,"No",0,0.91,0.79,0,"No","No","Yes","Yes","No","No" +2026292,1,8,0,12,28,40,4,11,15,24,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1382743,68,8,0,0,0,0,0,0,3,4,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2039985,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1293366,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +2952528,2,4,2,4,8,12,1,3,9,10,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2216335,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1421664,4,8,0,0,0,0,2,3,3,3,0,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +2300223,2,2,0,1,3,4,0,1,2,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2024567,47,8,0,0,13,39,3,15,33,69,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1446127,11,8,0,0,0,0,0,2,3,3,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1354506,3,12,0,75,117,153,5,32,74,119,0,"Yes",6,0.44,0.38,0,"No","No","No","Yes","No","Yes" +3088846,500,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1256123,42,8,0,7,24,40,5,17,47,77,21,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1988568,27,8,0,0,0,0,2,4,8,24,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2268281,42,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1583358,-479,5,5,2591,3891,4991,584,1349,2187,3421,246,"No",225,0.69,0.69,501,"No","No","No","Yes","No","Yes" +2239134,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3198957,13,4,0,0,4,10,1,4,11,13,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1907120,4656,52,10,0,0,0,35,101,206,331,63,"No",0,1,0.59,0,"Yes","No","Yes","No","No","No" +3170390,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3110149,15,2,14,21,42,70,7,20,47,79,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +2190197,1,8,0,3,6,8,2,4,6,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3015508,625,2,255,917,1307,1567,240,512,820,1323,219,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2215328,0,8,0,98548,169720,214848,0,0,0,0,16642,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1658938,132,8,5,0,80,160,22,61,115,197,26,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1658839,45,2,0,13,48,85,6,7,7,7,5,"No",1,0.51,0.53,0,"No","No","No","Yes","No","No" +3209179,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","Yes","No","No","No" +1230888,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +2198053,17,8,0,0,0,0,1,1,2,2,1,"No",0,0.8,0.72,0,"No","No","No","Yes","No","No" +1477549,74,8,0,218,338,438,65,162,289,355,1,"No",0,0.99,0.88,0,"No","No","No","Yes","No","No" +3127396,2259,52,0,0,0,0,2,11,14,27,22,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1175909,100,8,5,35,70,140,13,42,85,125,24,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +2240570,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","No" +1428418,21,2,0,0,0,0,0,0,0,4,1,"No",0,0.04,0.12,0,"No","No","No","Yes","No","No" +1467105,60,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3215732,8005,8,0,0,0,0,1,5,10,15,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2209876,6,8,0,0,5,5,0,1,5,6,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1278471,0,2,0,4,14,14,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","Yes","Yes","No","No" +2853774,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2144074,214,8,0,0,0,0,1,4,10,18,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1462329,2,12,13,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1778995,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1435483,18,8,0,48,96,144,10,37,63,89,1,"No",0,0.5,0.5,0,"No","No","No","Yes","No","Yes" +3015452,0,8,0,6,6,6,0,2,2,2,1,"No",0,0.31,0.27,0,"No","No","No","Yes","No","Yes" +2963246,18,8,0,0,18,27,7,15,26,40,9,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1195252,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3135523,130,8,0,0,0,0,2,6,12,21,3,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +2073142,18,8,0,93,134,197,37,99,170,209,21,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1401383,164,2,0,0,0,0,0,1,3,10,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1920019,435,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2900426,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1645228,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1684017,30,4,0,0,0,0,0,0,0,0,1,"No",0,0.64,0.69,0,"Yes","No","No","Yes","No","No" +1821441,2,8,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1994079,0,2,3,2,5,5,0,0,0,0,0,"No",0,0.68,0.64,0,"Yes","No","Yes","No","No","No" +1647226,0,8,0,3,5,7,3,3,5,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1222258,1,8,0,15,24,34,7,13,22,28,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +1289401,0,8,0,60,100,130,7,23,40,64,1,"No",0,0.68,0.81,0,"No","No","No","Yes","No","Yes" +1504034,600,8,0,0,200,400,0,200,700,750,40,"No",0,0.19,0.06,0,"No","No","No","Yes","No","No" +1489404,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1344657,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","No" +2303284,22,NA,0,0,0,0,0,0,0,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3052508,-22,8,9,768,1104,1488,140,456,889,1278,142,"No",48,0.53,0.54,25,"No","No","Yes","Yes","No","Yes" +2865229,14,9,0,0,0,0,0,0,2,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2188285,11993,8,1066,28350,56700,87150,959,3581,6369,8836,869,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3258872,389,2,0,0,0,0,0,0,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1512253,27,8,0,8,32,56,7,31,58,103,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1532196,943,9,0,0,1000,1000,6,299,800,1018,119,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2141917,81,2,0,60,120,180,27,58,106,157,30,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1828128,47,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1206610,48,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2936081,308,8,19,96,224,320,68,104,146,152,50,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1560370,1,9,0,2,2,2,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2048509,214,8,1,0,0,0,2,18,51,76,17,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2077418,306,8,0,0,0,0,1,1,2,2,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +3004583,87,8,0,0,0,0,2,2,7,17,19,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2188818,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1644684,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +2165563,32,12,3,36,78,120,10,36,95,122,25,"No",5,0.94,0.88,0,"No","No","No","Yes","No","No" +1811650,127,12,0,24,72,132,14,65,143,208,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1446082,91,8,0,0,0,0,2,3,10,15,4,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2905612,0,2,0,12,26,33,0,5,12,14,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +3115859,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1146636,-1,2,0,110,110,110,76,130,130,130,0,"No",0,0.11,0.07,1,"Yes","No","No","Yes","No","Yes" +3113110,29,9,0,0,0,0,0,6,11,11,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1789968,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1572076,34,8,18,58,104,137,20,68,186,319,23,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +2015585,5540,8,2190,0,2740,4110,593,3113,6544,9444,1076,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1572124,1995,12,0,0,0,0,0,5,5,5,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1906314,3,2,0,2,5,6,0,0,0,0,0,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","No" +3167025,76,2,39,117,221,340,35,83,183,292,48,"No",6,0.85,0.83,0,"No","No","No","Yes","No","No" +1181674,0,9,0,12,12,18,10,14,18,27,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","Yes" +1556809,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2953396,7,4,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2255130,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3110204,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1878123,6,2,0,4,5,5,4,14,16,16,0,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","No" +2943659,373,8,0,0,0,0,8,9,9,17,2,"No",0,0.57,0.61,0,"Yes","No","No","Yes","No","No" +1139291,6,12,0,0,0,0,1,2,2,3,0,"No",0,0.87,0.59,0,"No","No","No","Yes","No","Yes" +2827492,0,8,0,10,20,30,5,9,20,27,1,"No",0,0.9,0.86,0,"No","No","No","Yes","No","Yes" +1531700,2,2,0,4,13,22,1,6,19,26,0,"No",0,0.66,0.4,0,"No","No","No","Yes","No","Yes" +3259757,163,8,0,0,0,0,0,2,8,13,1,"No",0,0.35,0.68,0,"Yes","No","No","Yes","No","No" +1728606,4,8,0,100,162,225,19,62,118,178,18,"No",24,0.65,0.74,0,"No","No","No","Yes","No","Yes" +2019694,15,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2081226,4,12,0,0,0,1,1,3,3,5,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3229529,90,2,0,112,112,224,24,117,222,287,32,"No",0,1,1,0,"No","No","No","Yes","No","No" +3007337,199,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1592436,14,4,0,19,27,27,6,16,26,42,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2088098,13440,4,30,0,0,0,58,194,369,677,193,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3220339,93,8,0,0,0,0,8,8,8,8,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3220091,18,2,0,0,0,0,2,4,6,8,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1579362,7,12,0,0,0,0,1,2,2,2,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1358830,9,4,0,0,0,0,5,10,31,31,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +3281407,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2040130,217,8,0,0,0,0,0,0,1,1,3,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +1921510,3,8,0,24,24,36,9,14,20,26,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2113168,0,2,0,6,9,12,4,7,17,20,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3180942,25,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3232973,398,8,11,0,140,280,26,138,450,681,97,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1472132,1,8,0,9,9,14,1,4,12,16,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1607832,84,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +3257969,26,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2184569,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.78,0,"No","No","No","Yes","No","No" +1579394,326,2,239,146,292,438,84,212,424,626,62,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1519249,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.32,0,"Yes","No","No","Yes","No","No" +1402679,10,2,7,30,60,90,13,41,61,126,2,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1563560,14,3,0,0,0,0,0,0,0,7,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2889290,215,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +3267146,228,8,203,208,519,849,115,347,679,939,131,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1749561,41,8,6,258,456,672,67,214,422,637,4,"No",18,0.99,0.98,0,"No","No","No","Yes","No","No" +1377842,22,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1365865,13,2,0,0,0,0,0,0,0,1,1,"No",0,0.84,0.73,0,"Yes","No","No","Yes","No","No" +1122249,547,8,0,0,73,292,147,261,445,589,111,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3088969,0,8,1,1,1,1,0,1,2,3,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1935917,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2144863,0,12,13,10,10,10,0,0,0,0,0,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1706251,15,12,0,0,0,0,2,3,4,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3112658,3,9,8,0,0,0,0,1,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1795324,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1815341,0,NA,0,0,0,0,3,5,6,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3158819,853,2,0,0,0,0,2,2,9,17,4,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1384375,5,6,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1823900,21,0,0,0,12,18,5,15,24,34,3,"No",0,0,0,0,"No","No","No","No","No","No" +1916424,133,8,0,10,10,10,7,17,27,44,6,"No",0,0.84,0.86,0,"Yes","No","No","No","No","No" +1811918,0,2,0,1,1,1,2,2,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +1892507,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1687655,0,8,0,3,4,5,0,0,1,4,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +1655196,0,14,0,3,3,4,1,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1781702,26,5,0,6,24,48,5,15,29,36,0,"No",0,0.68,0.69,0,"Yes","No","No","Yes","No","No" +3070325,37,8,8,52,96,120,15,43,78,129,14,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1415591,1615,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1349518,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3145039,53,12,4,20,60,103,14,32,82,124,19,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2872525,8,2,0,0,21,21,0,0,0,0,0,"No",0,0.92,0.93,0,"Yes","No","No","Yes","No","No" +2236145,10,8,0,7,14,21,3,9,16,23,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2239707,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1736415,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1868263,6,2,4,8,24,40,4,18,28,30,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3003768,0,NA,0,0,0,0,3,17,43,130,46,"No",0,-99,-99,0,"No","No","No","No","No","No" +2184319,2315,12,134,496,496,496,39,136,359,976,144,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3172869,111,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3164542,30,8,0,0,0,0,0,1,16,20,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1493093,0,12,0,2,3,4,0,1,1,1,2,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3137470,298,10,0,0,0,0,1,1,1,1,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2283604,2,2,5,8,26,46,5,25,30,50,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1208915,8,8,0,0,0,3,1,3,7,8,0,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1228561,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","Yes","Yes","No","Yes" +2841148,1824,4,6,0,0,0,112,170,246,350,85,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1959946,1,8,0,8,16,24,2,9,13,17,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1233553,764,2,0,1000,2000,3000,159,672,858,1479,13,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1771057,26,4,6,20,45,70,9,21,43,58,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1426725,1400,8,0,0,0,0,3,10,63,81,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1718346,12,8,0,0,0,0,0,4,11,26,3,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2304419,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1352953,4,8,0,0,2,3,1,3,6,9,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1676502,33,52,0,0,0,0,3,4,10,15,10,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2019365,150,2,0,0,0,0,1,9,20,23,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2027297,34,9,0,0,8,16,0,5,9,19,4,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1799837,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1964848,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1234637,80,8,0,0,0,0,0,5,13,15,10,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3105761,2,9,0,3,5,8,0,2,4,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2814067,581,8,0,0,0,0,0,1,1,2,1,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2848673,73,8,0,150,150,300,21,54,124,187,37,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +1332868,7,12,0,0,4,8,0,3,4,7,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2055870,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2045824,23,2,26,20,63,107,40,54,131,131,8,"No",0,0.68,0.85,0,"No","No","No","Yes","No","No" +1795388,0,2,0,93,93,93,0,0,0,0,3,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +2072121,110,8,0,0,0,0,0,0,0,0,2,"No",0,0.02,0.1,0,"No","No","No","Yes","No","No" +1330903,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3006167,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","No" +2283920,0,2,0,8,14,16,0,0,0,0,0,"No",0,0.7,0.74,0,"Yes","No","No","Yes","No","No" +3023335,45,8,0,0,0,0,1,5,20,39,5,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1440513,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1677238,-21,8,0,36,36,36,0,0,0,16,0,"No",0,0.84,0.89,21,"No","No","Yes","Yes","No","Yes" +3138279,12,12,0,0,0,0,0,0,2,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1672105,150,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3185760,110,NA,0,0,0,0,0,2,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3252826,1374,8,15,0,0,2000,97,352,749,1115,110,"No",0,1,1,0,"No","No","No","Yes","No","No" +1698953,1,8,0,1,2,2,1,1,4,4,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +2918168,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2186284,166,12,33,130,205,265,59,133,214,358,57,"No",0,0.91,0.73,0,"No","No","No","Yes","No","No" +3169474,12,4,0,0,0,0,3,3,3,3,0,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +1602134,2,9,0,8,8,12,3,10,17,25,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1518157,39,4,0,0,0,0,0,0,0,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1206078,86,8,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1252481,17,NA,0,75,111,147,10,36,85,132,24,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1719447,490,2,0,0,0,0,3,7,7,10,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1594104,0,2,0,40,40,40,2,9,10,10,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +3216889,89,12,0,0,0,0,0,1,4,7,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2194027,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +2837472,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1312598,935,10,0,0,0,0,4,14,38,61,1,"No",0,0.9,0.96,0,"No","No","Yes","Yes","No","No" +1874424,236,9,0,0,0,0,86,170,345,473,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1454237,48,8,0,404,404,404,92,221,324,470,19,"No",0,0.83,0.85,0,"No","No","No","Yes","No","Yes" +1247867,-8,4,0,360,576,720,117,286,496,749,102,"No",0,0.84,0.62,8,"No","No","No","No","No","No" +2074291,81,2,0,0,0,0,3,9,12,32,4,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","No" +1111991,4,8,0,0,0,0,0,0,0,2,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3227873,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3280983,32,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1630651,49,8,35,138,242,359,31,109,205,290,39,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1725601,18549,4,660,16788,29808,50268,10698,35076,67129,89727,7731,"No",0,0.7,0.64,0,"No","No","No","No","No","No" +1620925,82,8,0,125,125,125,33,96,146,200,34,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1456245,0,4,5,4,4,4,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1885227,9,2,0,0,0,0,2,2,4,4,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +3257619,513,8,29,103,316,350,82,239,481,728,109,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1423953,99,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1396729,672,8,21,0,800,800,72,267,539,869,81,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1940707,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1486562,3,8,0,0,0,0,0,0,4,4,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1589497,80,8,60,48,136,216,31,75,178,287,29,"No",0,0.44,0.64,0,"No","No","No","Yes","No","No" +2228446,4,12,0,20,42,57,3,10,21,32,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +2142667,222,12,0,0,0,0,1,13,17,32,11,"No",0,-99,0.66,0,"No","No","No","Yes","No","No" +3265408,368,8,136,272,816,1088,107,412,907,1390,115,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1394508,14,2,0,0,7,11,8,12,13,13,0,"No",0,0.81,0.85,0,"No","No","Yes","Yes","No","Yes" +2259651,311,NA,0,0,0,0,0,0,0,8,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3121854,227,8,0,0,0,0,1,9,27,42,6,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2903602,9,8,0,0,0,0,0,2,4,5,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","No" +1727723,11,8,0,8,8,16,0,3,18,23,9,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1192477,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.85,0,"Yes","No","No","Yes","No","No" +1863155,27,12,0,0,0,0,0,2,6,8,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3177903,34,8,0,0,0,0,0,1,2,4,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +1977949,4,2,8,12,12,12,18,37,62,67,1,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","No" +2056936,94,8,0,0,63,63,7,30,78,114,19,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1207134,2,12,2,1,3,5,1,3,5,6,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1782282,100,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1135556,3,8,0,0,0,0,5,8,12,23,1,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","Yes" +3095780,98,12,1,48,144,192,16,60,114,189,28,"No",0,1,1,0,"No","No","No","Yes","No","No" +1798195,4,8,0,31,37,37,2,6,13,27,0,"No",3,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2294620,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2201468,22,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1532518,-1,8,0,6,9,11,4,7,7,9,1,"No",0,0.7,0.65,1,"No","No","Yes","Yes","No","Yes" +1118793,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.6,0.43,0,"Yes","No","No","Yes","No","No" +3228387,388,2,0,60,60,60,9,76,133,183,23,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +1496327,25,4,15,42,42,59,12,30,63,82,21,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2209053,142,8,33,0,0,26,3,24,64,115,19,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2922118,1,9,0,6,8,9,3,6,6,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1791640,104,8,26,24,96,144,26,69,139,225,37,"No",0,1,1,0,"No","No","No","Yes","No","No" +1336846,12,8,0,20,30,40,9,19,32,41,9,"No",0,0.64,0.63,0,"No","No","No","Yes","No","No" +3230564,7,3,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1413192,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1522415,-7,12,0,10,10,10,0,3,6,8,5,"No",0,0.74,0.74,7,"No","No","No","Yes","No","Yes" +2989987,5,4,0,1,1,1,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +2197543,0,8,0,9,9,11,0,2,7,10,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +1527662,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2116611,137,9,0,0,0,0,0,1,1,1,2,"No",0,0.66,0.87,0,"Yes","No","No","Yes","No","No" +1614471,6,8,0,16,24,48,9,24,44,58,6,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +1629169,205,2,28,228,528,852,108,343,611,915,83,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1559123,439,12,395,936,1584,2376,267,838,1711,2508,244,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3073223,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +1534302,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1999581,1,8,0,14,21,37,2,10,17,26,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +3258827,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1917656,279,3,0,0,0,0,0,3,3,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2115538,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2099543,96,2,0,0,0,0,16,529,529,529,0,"No",0,0.69,0.75,0,"Yes","No","No","Yes","No","Yes" +2183124,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1811810,593,8,212,978,2062,3170,402,1075,2082,3202,234,"No",72,0.96,0.97,0,"No","No","No","Yes","No","No" +1586665,194,NA,0,0,0,0,1,1,2,6,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2163479,84,8,0,0,0,0,9,11,15,15,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2960024,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1915235,87,12,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.71,0,"Yes","No","No","No","No","No" +3024419,216,5,6,26,96,161,26,109,350,545,34,"No",0,0.75,0.67,0,"No","No","No","Yes","No","No" +1827557,136,4,58,156,423,696,73,241,592,782,75,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1471201,6,2,0,0,40,40,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1949534,5,2,0,12,12,12,1,6,9,13,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1891018,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1868540,0,2,0,5,8,9,1,2,2,2,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1573944,97,8,6,0,0,0,9,25,51,72,8,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3011041,339,4,29,144,432,720,87,275,549,810,74,"No",0,0.74,0.69,0,"No","No","No","Yes","No","No" +1335377,49,8,0,0,0,0,2,9,17,24,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3214353,11,8,0,0,0,0,0,1,1,4,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1982012,3,4,0,0,2,3,0,5,7,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1206657,156,2,0,0,0,0,0,0,0,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1544371,102,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +2026858,370,2,335,1500,2700,4300,392,1177,2137,2861,297,"No",0,0.95,0.97,80,"No","No","No","Yes","No","No" +3220405,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1914365,589,2,200,75,450,825,178,816,1099,1641,180,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1390715,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2230613,32,2,0,0,32,32,4,13,25,49,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2144889,379,2,0,55,108,320,61,197,330,489,55,"No",0,0.75,0.89,0,"No","No","No","Yes","No","No" +1256364,87,NA,0,0,0,0,10,10,11,11,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2160001,755,4,270,1318,2142,3172,496,1261,2235,3401,784,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1545043,23,2,0,5,12,12,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +2195827,15,8,0,0,0,6,0,3,7,15,3,"No",0,0.62,0.58,0,"No","No","No","Yes","No","No" +2200913,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1726609,27,8,0,0,0,0,0,2,6,11,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1863921,10,8,0,16,24,32,5,11,17,31,1,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3091374,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1253604,1245,8,714,2340,4950,7830,553,2451,4822,7295,694,"No",0,0.84,0.71,0,"No","No","No","Yes","No","No" 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+1200747,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3048057,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1267171,2,8,0,0,0,0,3,3,3,3,1,"No",0,0.42,0.41,0,"No","No","No","Yes","No","Yes" +1495357,18,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1313619,19,8,0,0,0,0,0,0,1,2,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1213697,4,NA,0,0,0,0,1,4,5,9,17,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1742700,2,9,0,0,0,1,2,2,2,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1245220,2,12,0,0,0,0,0,1,3,5,0,"No",0,0.47,0.39,0,"Yes","No","No","Yes","No","No" +1231638,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.27,0,"No","No","Yes","Yes","No","No" +3064772,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.63,0,"Yes","No","Yes","Yes","No","No" +1831243,60,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2843719,39,2,0,0,40,40,1,1,1,1,2,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1826918,3,2,0,0,0,0,1,1,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +2085961,131,8,0,0,0,0,2,10,21,37,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3110828,15,2,0,5,15,25,3,14,23,33,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1198800,0,3,0,8,8,8,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2838322,7,4,0,0,0,0,0,0,0,0,2,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2977041,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1880103,55,8,0,0,0,0,4,19,43,66,9,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2906219,1,8,0,18,29,40,7,15,24,52,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1507716,0,8,0,18,26,34,4,13,22,34,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +1113121,0,8,1,6,6,6,0,4,9,12,0,"No",1,0.9,0.89,0,"No","No","No","Yes","No","Yes" +2193087,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1199268,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +3044054,9,9,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1697056,3,8,0,31,49,67,5,14,31,43,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1412360,0,12,0,500,500,500,11,31,44,60,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +3127013,7,4,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1132390,53,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1556044,2,12,0,20,30,40,0,11,27,32,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","Yes" +1358720,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2066752,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.16,0,"Yes","No","No","Yes","No","No" +2019289,12,4,9,39,67,87,11,34,48,67,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1241889,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1565138,24,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3161717,68,8,26,91,189,287,39,120,224,323,31,"No",0,0.95,0.94,0,"No","No","Yes","Yes","No","No" +2943947,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1299447,261,10,0,0,0,0,0,1,1,3,1,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1133277,31,8,0,0,0,0,1,5,10,12,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1649405,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3261022,2,8,0,385,565,727,84,267,498,775,1532,"No",18,0.79,0.66,4,"No","No","No","Yes","No","Yes" +1798248,199,52,0,0,0,0,0,0,1,2,1,"No",0,0.88,0.92,0,"Yes","No","No","No","No","No" +3048298,7,2,0,0,6,18,1,6,19,26,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1670233,72,8,2,34,68,102,23,57,90,132,87,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1929251,1,8,3,4,8,12,1,4,12,16,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1951535,0,2,0,21,21,21,0,0,0,0,1,"No",0,0.24,0.28,0,"No","No","No","Yes","No","Yes" +2230698,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1256262,32,2,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.69,0,"Yes","No","No","Yes","No","No" +1490140,39,8,0,24,72,118,4,31,69,124,23,"No",0,0.09,0.07,0,"No","No","No","Yes","No","No" +1849293,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1441479,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1113854,312,8,1,0,0,0,10,37,105,159,20,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +3079745,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1553882,2,2,0,61,88,142,12,54,105,171,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +2221630,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1240958,47,8,0,225,325,475,39,118,253,435,48,"No",25,0.06,0.13,0,"No","No","Yes","Yes","No","Yes" +1990728,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1602725,2,10,0,9,19,24,2,8,11,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1134084,0,NA,0,9,9,9,0,1,2,2,3,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2899142,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3267087,140,8,0,0,0,0,4,16,27,38,3,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1255575,0,16,0,3,3,3,0,0,0,0,1,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +1774511,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.69,0.64,0,"Yes","No","Yes","Yes","No","Yes" +2282183,-6,12,0,32,32,32,0,2,8,8,0,"No",0,0,0.01,6,"No","No","No","Yes","No","Yes" +1758620,0,8,0,7,7,14,0,1,8,8,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2215933,201,8,0,0,0,0,1,8,9,11,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2806282,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1484154,41,3,91,675,1170,1710,219,566,1066,1569,132,"No",0,0.43,0.46,9,"No","No","No","Yes","No","Yes" +1486729,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3187846,83,8,11,18,63,102,12,54,111,179,20,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1260714,9,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3151380,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2901698,38,8,2,26,46,69,2,31,60,96,24,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1984092,3291,NA,0,0,0,0,0,0,0,0,17,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2179105,8630,NA,0,0,0,0,0,0,10,10,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2977008,123,NA,0,0,0,0,0,0,0,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2846800,83,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2022976,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1735652,8,4,0,35,53,71,11,21,40,70,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1413436,49,12,0,0,0,12,4,11,30,53,6,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +1855438,56,2,0,10,10,10,0,13,14,34,0,"No",0,0,0.02,0,"Yes","No","No","Yes","No","No" +3256593,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1198213,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3121360,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2045133,10,2,0,5,15,15,4,13,26,49,3,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +1550731,3,12,0,26,50,74,3,5,10,10,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1708761,222,2,200,50,250,300,58,218,402,529,63,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1554118,20,4,0,56,88,104,14,22,33,33,4,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1234640,-152,12,0,626,791,901,153,299,513,712,0,"No",0,0,0.02,69,"No","No","No","Yes","No","Yes" +2826889,9,2,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3053752,1,8,0,1,3,4,1,1,1,2,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +2285577,2,8,0,4,5,8,5,11,14,26,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1145092,2,8,0,10,14,20,3,6,14,22,9,"No",0,0.77,0.74,0,"No","No","No","Yes","No","Yes" +1486973,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.89,0,"No","No","Yes","Yes","No","No" +1644402,1255,8,3,0,0,0,13,45,100,144,18,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","No" +2938004,3,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1414684,302,4,0,0,0,0,0,0,1,2,1,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1145569,14,2,0,11,22,33,0,2,25,30,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2051334,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +3102428,17,8,0,0,0,0,0,0,0,6,0,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +2307090,2,8,0,11,16,31,10,20,34,46,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1206047,24,8,12,0,0,0,3,3,17,27,4,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +2228004,20,2,0,45,75,105,11,47,60,73,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1267834,20,13,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1151681,5,8,0,0,4,12,2,6,11,16,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1625847,0,2,0,5,8,9,0,0,0,0,0,"No",3,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +2117600,27,8,0,120,200,260,22,78,135,168,33,"No",0,0.81,0.77,0,"No","No","No","Yes","No","Yes" +1207695,2,8,0,7,9,12,3,5,11,20,0,"No",0,0.72,0.77,0,"No","No","No","Yes","No","Yes" +1232469,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1863025,395,2,5,420,825,1275,141,395,647,678,217,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1453472,8,8,0,0,0,0,3,9,19,30,3,"No",0,0.75,0.37,0,"Yes","No","No","Yes","No","No" +1961057,88,52,0,0,0,0,0,0,1,2,0,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +1384016,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1937988,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3266252,11,9,0,0,0,5,1,4,15,18,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2272737,5,4,7,0,0,0,0,5,5,8,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1206025,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2845880,12,8,0,0,0,0,0,1,2,6,1,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1881984,0,8,0,12,36,48,8,17,33,53,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2893441,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1318943,12,2,0,0,0,9,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3223529,17,17,0,0,0,0,3,20,25,34,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3181034,5,9,8,0,0,0,1,5,10,14,3,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2826818,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3181644,170,2,121,226,451,721,66,276,529,536,72,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1811393,0,2,0,5,5,5,0,1,2,2,1,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1649176,5,8,0,54,73,92,8,21,40,68,17,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +2180472,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.33,0,"No","No","No","Yes","No","No" +1136817,0,9,0,1,1,1,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1320296,4,8,0,12,24,36,6,13,18,36,2,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +3188602,438,8,96,163,243,403,110,292,545,858,895,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3184380,86,2,4,35,112,183,25,70,100,105,31,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1789781,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2877943,4,8,0,3,6,9,0,4,6,9,2,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1814191,0,2,0,5,8,10,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2943026,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2141701,28,8,0,0,0,0,1,3,3,11,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1296044,2,8,0,0,1,2,0,0,1,1,0,"No",0,0.95,0.97,0,"Yes","No","Yes","Yes","No","No" +1368078,1662,8,419,2704,5044,7384,682,2413,5065,7677,711,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1300523,1,8,0,1,2,4,2,2,4,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2023057,153,8,0,0,0,0,4,6,10,13,2,"No",0,0.86,0.88,0,"Yes","No","Yes","Yes","No","No" +1868245,15,2,0,40,90,120,7,25,63,70,2,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +1387538,2500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2937393,33,12,0,75,75,75,1,10,14,28,7,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3026839,8,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3185306,20,2,0,0,30,40,2,14,47,67,0,"No",0,1,0.71,0,"No","No","No","Yes","No","No" +1117840,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1280090,0,2,0,15,15,15,3,7,14,16,0,"No",0,0.77,0.91,0,"No","No","No","Yes","No","Yes" +2229209,2,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +2123103,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1404640,726,8,0,0,0,0,1,4,10,21,5,"No",0,0.1,0.25,0,"No","No","No","Yes","No","No" +2081313,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2191326,331,8,0,8264,12884,18659,0,0,0,0,0,"No",0,0.91,0.91,0,"No","No","No","Yes","No","Yes" +1615956,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3275721,195,13,4,0,18,45,18,68,165,276,67,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1411594,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3162812,15,17,0,0,0,0,0,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3249088,29,8,0,32,48,80,7,22,49,90,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1221685,15,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1826798,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2826755,0,16,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.29,0,"No","No","No","Yes","No","No" +3176014,0,NA,0,0,0,0,22,81,108,108,15,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2169743,-87,12,16,129,129,129,5,208,223,236,18,"No",0,0.21,0.27,87,"No","No","No","Yes","No","No" +2029229,22,4,0,15,30,45,6,16,33,49,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1307060,183,8,0,0,0,0,3,10,16,31,0,"No",0,0.56,0.74,0,"Yes","No","No","Yes","No","No" +1471578,2,8,0,3,6,9,2,4,4,7,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1177774,12,2,65,50,100,200,37,95,169,234,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2039321,11,9,8,1,1,7,3,7,24,39,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2001779,13,9,0,7,14,21,2,7,17,31,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2267887,146,8,0,0,100,100,11,42,93,147,31,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3277900,10,8,0,0,0,0,1,1,1,1,0,"No",0,0.86,0.94,0,"No","No","Yes","Yes","No","No" +2098121,2,8,0,7,14,21,4,6,12,20,1,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1721069,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +2831760,3469,8,0,0,0,0,357,1144,1727,2301,213,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2290768,0,10,0,14,19,24,2,10,13,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2306630,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2875309,704,8,9,417,977,1653,34,40,52,55,126,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +3019084,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1358846,56,2,0,0,0,0,3,134,156,158,1,"No",0,0.83,0.86,0,"Yes","No","Yes","Yes","No","No" +1308341,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1408689,-1,NA,1,0,0,0,9,24,59,63,14,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3242283,3,8,0,0,0,0,0,0,0,0,3,"No",0,0.87,0.92,0,"Yes","No","No","Yes","No","No" +2302705,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1312121,29,8,0,0,0,0,0,2,5,7,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1925816,35,9,0,0,0,0,4,6,20,26,21,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1640592,5,12,0,6,6,10,7,8,14,20,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2228039,3,8,0,0,0,0,1,1,3,5,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1407772,0,4,0,17,27,31,0,0,0,0,0,"No",0,0.61,0.61,0,"Yes","No","Yes","Yes","No","Yes" +1212307,174,NA,0,0,0,0,0,0,2,5,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1487259,145,8,21,323,515,695,86,230,469,758,148,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +1526986,-25,NA,4,0,0,0,50,162,284,423,58,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1127757,176,9,1,80,200,400,73,198,378,531,85,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +3233771,20,4,0,0,10,10,0,0,22,52,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1577685,1435,4,0,0,0,0,4,13,37,556,4,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +2918236,8,8,0,9,18,27,1,9,15,23,1,"No",0,0.91,0.81,0,"No","No","Yes","Yes","No","No" +1341407,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1585957,12,8,0,30,30,30,1,1,4,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2309724,6,2,0,0,0,0,0,1,4,4,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +1915137,5,2,0,0,0,0,0,0,1,2,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1622689,1,8,0,2,4,5,0,2,3,4,0,"No",0,0.12,0.38,0,"No","No","No","Yes","No","Yes" +1838408,3,2,0,1120,1120,1120,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1388466,19,2,0,17,52,70,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +1746650,4,8,0,0,0,0,0,0,1,1,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1297145,0,2,0,166,206,226,2,6,6,6,12,"No",0,0.1,0.04,2,"Yes","No","Yes","Yes","No","Yes" +1428651,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1617143,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2086520,85,8,0,0,0,0,3,5,9,15,0,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2270737,1,8,0,0,0,1,2,2,2,2,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +3148960,20,8,0,96,168,240,21,65,122,167,39,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1584600,15,4,7,0,7,7,0,9,10,18,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1878099,4,2,0,1,4,7,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2985869,199,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +1272869,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","Yes","Yes","No","No" +1361712,3,12,0,0,0,0,0,0,0,0,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1967703,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","Yes","Yes","No","No" +1640449,6,2,0,1,3,5,0,3,9,11,1,"No",0,0.78,0.81,0,"Yes","No","Yes","Yes","No","No" +3200780,11,8,0,0,0,0,1,2,4,7,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1354905,17,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1650232,0,2,0,123,123,123,0,0,0,0,2,"No",0,0.27,0.12,0,"Yes","No","No","Yes","No","No" +2888284,1,4,0,16,32,48,10,30,44,59,3,"No",0,0.87,0.91,0,"No","No","No","Yes","No","Yes" +1485744,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3167449,46,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2028791,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3198312,51,12,0,55,95,147,10,42,84,142,22,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1406962,125,8,3,0,0,200,15,45,93,162,7,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1968843,95,8,2,45,103,160,15,54,120,189,30,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1761316,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1689546,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","No","Yes","No","No" +2825501,4,NA,0,0,0,0,1,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1780981,242,8,13,120,240,360,39,114,227,372,49,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2962355,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3238179,136,8,0,0,0,0,4,11,23,42,0,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +2130659,152,2,67,316,656,1004,112,371,683,981,96,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2863110,398,2,0,72,216,432,44,136,265,298,93,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+1817634,8,12,23,0,18,54,5,28,45,55,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2802916,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2119081,334,2,0,522,1026,1620,173,519,1041,1491,120,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +3118590,62,4,0,79,79,79,17,17,17,17,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1820721,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1685098,7,8,0,24,48,72,7,16,35,52,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1187752,434,8,0,0,1000,1000,80,132,493,633,208,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1143240,17,8,0,77,122,182,19,62,113,169,25,"No",0,0.6,0.57,0,"No","No","Yes","Yes","No","Yes" +1635601,1,NA,0,0,0,0,0,3,3,3,11,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1984322,198,8,3,1040,1412,1772,218,620,1102,1858,551,"No",0,0.09,0.09,0,"No","No","Yes","Yes","No","Yes" +1878929,0,8,0,1,2,2,0,1,2,2,1,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +1178097,2,12,0,1,2,4,0,1,2,3,2,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2083836,159,2,0,0,0,0,22,80,161,166,0,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +2277209,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1978456,40,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1990079,79,8,3,0,25,75,20,56,80,114,22,"No",0,0.31,0.54,0,"No","No","Yes","Yes","No","No" +3031529,7,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2092831,31,8,3,305,496,686,36,176,366,593,33,"No",15,0.5,0.52,0,"No","No","Yes","Yes","No","Yes" +2105008,95,52,0,0,0,0,1,6,13,17,1,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1901593,7,2,0,0,4,8,0,2,17,25,4,"No",0,0.78,0.72,0,"No","No","Yes","Yes","No","No" +1458297,48,10,0,0,0,0,0,0,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1745711,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1259265,1802,12,78,1040,2580,4640,555,1528,4504,5991,431,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1182833,5,8,0,0,12,12,4,7,9,15,2,"No",0,0.96,0.93,0,"No","No","No","Yes","No","Yes" +3030113,2678,8,88,914,2859,4001,374,1365,3046,6699,286,"No",0,0.88,0.68,0,"No","No","No","Yes","No","No" +1188780,79,8,0,0,0,0,21,30,52,79,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1179890,8,2,0,0,0,0,0,0,0,0,2,"No",0,0.79,0.91,0,"Yes","No","No","Yes","No","No" +1370535,0,8,0,21,30,48,4,13,23,39,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","Yes" +3107768,5,8,0,0,0,0,0,2,2,2,1,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +1533700,0,2,0,4,6,6,0,0,0,0,1,"No",2,0.33,0.42,0,"Yes","No","Yes","Yes","No","No" +1295516,53,8,0,0,0,0,6,16,38,58,6,"No",0,0.79,0.76,0,"No","No","No","Yes","No","No" +2258063,5,8,0,3,4,7,0,1,4,7,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2908642,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.48,0.36,0,"Yes","No","No","Yes","No","No" +1650550,16,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1264209,0,8,0,25,25,25,2,13,18,28,11,"No",0,0.79,0.78,0,"No","No","Yes","Yes","No","Yes" +3179415,8,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1807922,20,8,0,24,24,24,6,9,26,47,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1483327,-5,8,0,37,53,73,3,20,37,44,12,"No",14,0.68,0.69,5,"No","No","No","Yes","No","Yes" +2940068,347,NA,0,0,0,0,7,16,21,33,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1161714,5,8,0,0,0,1,0,1,2,4,6,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +2826733,4249,8,0,0,0,0,36,63,93,127,7,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1800552,20,2,0,0,0,0,0,2,3,8,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1262453,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1780636,46,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1913380,119,4,49,1311,2223,3135,191,784,1187,1193,137,"No",0,0.63,0.72,6,"No","No","No","Yes","No","Yes" +2893312,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2302328,0,8,0,3171,5114,5773,0,1,3,7,183,"No",0,0.76,0.8,0,"No","No","No","Yes","No","Yes" +3078990,8,8,0,0,0,0,0,1,2,5,3,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2057514,0,2,0,137,213,263,0,0,0,0,16,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +1613359,0,6,0,40,72,104,7,21,52,74,14,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1595971,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3090358,82,4,0,35,77,91,24,35,39,44,24,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +3166633,3,8,0,19,28,40,2,8,20,34,3,"No",2,0.95,0.95,0,"No","No","No","Yes","No","No" +2014913,1,2,0,6,9,12,4,6,16,19,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1675376,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1438282,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2294461,5,8,0,53,73,105,7,26,62,95,17,"No",0,0.98,0.97,0,"Yes","No","No","No","No","Yes" +1275184,2,2,0,2,4,6,0,1,5,5,0,"No",0,0.8,0.66,0,"No","No","No","Yes","No","No" +3172568,50537,10,8103,2120,8120,12120,1563,5952,15697,22308,1191,"No",0,0.51,0.61,0,"No","No","No","Yes","No","No" +2298026,36,8,1,23,47,77,7,21,54,88,14,"No",0,0.9,0.96,0,"No","No","No","Yes","No","No" +1990820,2,8,4,8,16,24,3,11,21,24,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1263517,77,4,0,0,0,0,2,3,3,4,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1566499,227,12,0,110,110,110,6,29,46,67,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1807733,119,8,0,20,80,140,20,60,134,217,33,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2845804,11806,4,340,0,8760,17520,1413,4477,8358,12305,2467,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2183936,8,3,1,4,9,13,3,6,8,8,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1696943,2,8,0,80,120,120,19,37,79,134,33,"No",0,0.84,0.82,0,"No","No","No","Yes","No","Yes" +2026219,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2120758,1,8,0,0,1,1,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1990373,3,8,0,0,0,0,0,0,2,2,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1566888,0,8,0,868,1568,1984,0,0,0,0,66,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +1783123,206,2,0,0,51,102,11,46,108,174,23,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1242879,3445,8,10,0,0,0,30,93,194,330,156,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3172977,28,2,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1817662,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1305979,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3276510,424,8,0,0,0,0,0,0,0,0,2,"No",0,0,0.5,0,"No","No","Yes","Yes","No","No" +1802696,3,9,0,0,0,1,0,0,1,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3029661,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1404959,2,9,0,11,11,17,1,5,7,13,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1472346,6,12,0,15,25,32,9,13,27,45,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +1726563,0,0,0,14,14,14,0,1,5,7,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +2280092,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1533769,149,8,0,0,0,0,53,64,91,95,2,"No",0,1,0.8,0,"No","No","No","Yes","No","No" +1355050,0,8,0,298,372,477,0,0,0,0,21,"No",0,0.77,0.77,0,"Yes","No","No","Yes","No","Yes" +1710413,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1975505,1,2,0,3,6,8,3,4,8,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1712856,-8,8,0,37,57,77,4,19,39,46,12,"No",0,0.68,0.69,8,"No","No","No","Yes","No","Yes" +3121545,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.63,0,"No","No","No","Yes","No","No" +1750718,3,2,7,10,20,40,4,11,15,32,3,"No",0,0.99,0.9,0,"No","No","No","Yes","No","Yes" +3266214,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1803933,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2976584,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3074053,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1783031,24,9,0,0,0,0,0,0,3,5,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3084651,1,6,0,3,3,3,0,0,2,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2833299,155,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1313209,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1134303,4489,13,0,0,0,0,0,0,126,126,98,"No",0,0.79,0.85,0,"Yes","No","No","No","No","No" +2180328,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1372712,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2020394,11,8,0,36,64,88,5,23,60,93,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3074820,2812,8,447,6840,15588,23544,2094,6967,15175,23859,1339,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2004643,53,9,0,0,0,0,1,1,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1452238,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1869978,132,8,0,0,0,0,12,45,126,180,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +2970392,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1519221,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.67,0,"Yes","No","No","Yes","No","No" +1599144,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3129966,0,8,0,18,27,36,6,14,24,36,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1944108,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2124733,4,8,0,75,115,145,8,44,92,152,21,"No",12,0,0.17,0,"No","No","No","Yes","No","Yes" +1471087,73,2,0,0,0,0,1,4,8,12,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +3022036,644,8,0,0,0,0,0,0,6,18,11,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2003122,238,NA,2,0,0,0,47,146,358,597,77,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3131282,0,8,0,19,29,41,6,14,22,29,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +1323555,11,2,0,0,10,15,3,6,22,31,1,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1979845,140,8,60,212,447,703,91,281,566,877,54,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1681030,4,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1845321,0,9,0,6,6,12,2,3,4,5,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1968397,5,9,0,10,14,18,4,10,15,15,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +2966610,434,8,0,102,102,102,3,9,12,12,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1757817,60,9,143,30,93,154,15,79,169,219,36,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +2889733,36,4,0,22,44,88,6,23,41,56,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2842945,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3080538,12,4,0,0,0,0,3,4,4,4,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1227283,12,2,0,0,0,0,3,4,8,8,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1258766,4,12,0,6,12,14,3,11,17,20,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1849484,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1931080,2613,2,1092,3446,7800,11532,1124,3675,7794,12855,1096,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1964901,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1141512,14,12,0,0,0,0,1,3,6,11,1,"No",0,0.05,0.24,0,"No","No","Yes","Yes","No","No" +1727312,0,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3065120,15,8,0,0,0,0,2,3,11,14,9,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1583736,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1174370,10,8,0,0,0,0,1,2,6,8,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1993572,195,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3070649,7,12,0,1,1,1,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1366921,10,8,0,0,0,0,4,8,25,41,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1667693,67,0,0,0,12,32,15,41,87,133,8,"No",0,-99,0,2,"No","No","No","No","No","Yes" +1150881,93,12,12,31,139,193,36,69,133,207,30,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1590919,11,12,0,0,0,0,0,0,2,5,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1202878,45,2,0,0,80,80,10,27,51,68,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1166056,8,0,4,375,750,1065,69,264,618,766,92,"No",0,0,0,4,"No","No","No","No","No","Yes" +1216749,124,8,0,194,346,460,52,150,261,432,67,"No",0,0.81,0.89,0,"No","No","Yes","Yes","No","No" +1262680,12,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1892121,12,8,0,33,57,91,13,36,97,125,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1676735,15,14,30,0,0,0,0,2,5,10,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1885700,4,8,0,3,9,15,3,6,13,17,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3126478,2,12,0,2,3,5,1,2,4,7,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3112492,3,2,0,2,4,6,2,4,5,9,1,"No",0,0.75,0.85,0,"No","No","No","Yes","No","No" +1137107,-13,8,53,599,599,731,153,719,1068,11371,107,"No",0,0.3,0.32,25,"No","No","Yes","Yes","No","Yes" +1165685,11,2,0,0,0,0,0,0,0,3,1,"No",0,0.81,0.73,0,"Yes","No","No","Yes","No","No" +1635969,784,8,384,1100,2500,3750,520,1822,3713,5780,472,"No",50,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1781485,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1983415,168,8,0,0,0,0,7,25,48,92,15,"No",0,0,0,0,"No","No","No","Yes","No","No" +1564557,138,2,17,72,191,310,42,139,281,469,29,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1420956,5004,8,0,0,0,2000,390,1572,3683,5301,673,"No",0,0.5,0.82,0,"No","No","No","Yes","No","No" +2140747,1,9,0,0,0,0,0,1,1,2,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1416050,0,8,0,3,5,6,1,4,4,5,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2812889,70,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1893268,0,2,0,16,16,16,0,0,0,0,1,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","Yes" +3267219,10,12,0,2,5,11,0,3,4,10,1,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +2193013,12,2,0,0,0,0,0,1,1,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1465285,157,2,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1817840,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +2162799,0,8,0,18,27,36,4,10,18,31,1,"No",0,0.76,0.79,0,"No","No","No","Yes","No","Yes" +2950523,0,12,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2265819,25,9,0,25,25,38,4,18,47,71,12,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2868655,11,3,0,25,25,50,4,14,28,40,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1978159,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2256642,6,8,0,256,352,416,36,99,198,338,46,"No",32,0,0,1,"No","No","No","Yes","No","Yes" +1715005,1,8,1,19,28,43,3,17,29,39,5,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +2128388,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1694087,113,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +1581847,75,8,0,500,750,1250,175,282,493,857,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","Yes" +1545621,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1420754,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.53,0.54,0,"No","No","No","Yes","No","No" +1926293,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +3120613,180,2,0,0,0,0,4,9,19,37,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +2922237,2,NA,0,0,0,0,0,2,2,2,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2935811,18,8,0,18,36,54,6,21,36,53,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2140133,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +1823358,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2114875,0,12,0,15,26,38,1,10,21,28,0,"No",0,0.75,0.68,0,"No","No","Yes","Yes","No","No" +1504671,852,8,0,0,0,0,1,2,8,10,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2202853,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2236598,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.68,0,"No","No","No","Yes","No","No" +1306256,0,2,0,6,9,9,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2257018,97,2,88,96,216,336,94,202,406,592,48,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3121018,10,5,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.75,0,"No","No","No","Yes","No","No" +1692766,152,8,0,0,0,0,0,0,0,0,2,"No",0,0.5,0.35,0,"No","No","Yes","Yes","No","No" +1424488,0,2,6,0,1,1,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1122611,2670,2,29,1200,3600,4800,598,1934,3792,6338,461,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3201092,49,8,0,0,0,0,1,16,26,42,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1236339,30,8,0,0,0,14,3,14,30,45,7,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1128028,0,9,0,9,10,12,1,4,6,10,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2131051,2,2,0,2,2,2,3,7,7,7,0,"No",0,0.5,0.83,0,"Yes","No","No","Yes","No","Yes" +1932250,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2173756,5,8,1,2,8,9,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3263505,99,8,5,0,24,24,8,23,55,79,50,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2819778,36,8,0,0,0,0,6,21,32,50,2,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1185185,9,8,0,30,30,30,3,8,15,25,6,"No",0,1,0.41,0,"No","No","Yes","Yes","No","Yes" +2173145,484,8,6,177,453,729,61,218,567,975,123,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1773703,2,8,3,13,23,31,7,17,30,49,1,"No",1,0.85,0.56,0,"No","No","No","Yes","No","Yes" +1665967,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2931071,7,8,0,0,0,0,0,1,1,1,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1341698,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3262468,5,9,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1362242,781,2,78,790,1580,2370,347,1050,1965,2892,253,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2949288,3,8,0,4,4,4,1,3,9,10,0,"No",4,0.48,0.36,0,"No","No","No","Yes","No","No" +2086195,0,15,0,8,8,8,0,0,0,0,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1953451,4,9,0,16,16,16,4,18,31,41,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1781656,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1112142,566,8,0,0,0,0,2,19,34,80,8,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +1144750,9,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +1633121,2834,NA,0,0,0,0,0,0,0,0,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1650647,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1126516,475,8,0,600,600,600,102,402,1025,1425,115,"No",0,0,0.34,0,"No","No","No","Yes","No","No" +1667224,0,2,0,27,47,62,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +2013994,213,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1787479,-2,8,0,12,12,12,0,0,0,2,2,"No",0,0.05,0.12,2,"No","No","Yes","Yes","No","Yes" +1113313,62,8,24,112,229,338,37,151,294,440,33,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2150854,10,8,0,0,0,0,0,0,0,2,2,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2222299,2,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3089281,14,2,0,0,20,30,2,6,19,20,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2972701,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1301958,0,2,0,17,17,27,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","Yes" +2274506,1,9,1,0,0,0,0,3,6,8,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1807126,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3017435,1,NA,0,0,0,0,0,1,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2982884,1220,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2148345,6,8,0,60,80,120,14,61,88,110,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1933428,11,12,0,1,6,11,0,3,7,16,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +1351288,5,8,0,0,0,0,0,0,2,2,2,"No",0,0.96,0.93,0,"No","No","Yes","Yes","No","No" +2152769,0,8,0,24,24,24,1,14,21,23,0,"No",4,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1231885,-86,8,35,656,1056,1356,304,455,734,1092,161,"No",99,0.53,0.65,125,"No","No","No","Yes","No","Yes" +2116470,34,2,0,60,60,60,5,15,25,26,1,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +1245795,6,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1701629,13,12,0,18,18,18,0,13,34,35,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1816974,265,2,0,350,525,700,68,224,474,608,146,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1363766,66,8,8,1145,1873,2665,213,688,1329,1891,237,"No",72,0.58,0.57,0,"No","No","No","Yes","No","Yes" +1730545,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2811450,155,8,3,340,440,560,106,316,540,891,52,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3144955,4,2,0,2,3,3,0,0,0,0,1,"No",0,0.15,0.1,0,"Yes","No","Yes","Yes","No","No" +1838872,90,8,40,143,255,412,53,174,351,514,62,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2275467,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2045783,-64,8,0,120,120,120,2,106,122,133,23,"No",0,0.61,0.71,100,"No","No","No","Yes","No","Yes" +3168450,99,8,258,0,0,0,22,74,149,245,59,"No",0,0.99,0.87,0,"No","No","No","Yes","No","No" +1287250,171,8,56,1711,2807,4527,505,1733,2927,3816,501,"No",0,0.92,0.93,3,"No","No","No","Yes","No","Yes" +2134085,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1398275,0,2,0,4,4,4,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +2308913,73,8,0,24,72,96,4,32,80,125,23,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3177788,10,4,0,0,0,0,0,0,1,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1761423,0,2,0,65,65,65,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1894405,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2954182,71,2,0,0,0,0,0,1,1,3,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1572528,254,8,245,1400,1910,2705,489,1055,1323,1896,441,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1773845,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2823737,4523,2,0,0,0,0,5,13,19,38,10,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3256618,0,8,0,16,28,33,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1398184,4,2,0,30,30,45,0,1,26,26,0,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2093442,25,12,0,0,0,0,0,0,0,3,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1418033,57,8,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1196935,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2851991,13,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1787627,38,NA,0,0,0,0,0,0,1,2,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1932276,6,8,0,0,0,0,0,0,1,4,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1345710,28,2,0,0,64,64,26,55,85,117,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","Yes" +3170288,11,12,0,0,0,0,0,2,4,10,3,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +2100413,663,2,145,816,1728,2712,249,652,1050,1292,254,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3237074,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3273192,5,2,0,60,60,60,2,8,11,15,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1282602,20,8,0,0,0,0,1,1,5,9,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1649324,12,9,6,16,34,46,4,17,38,69,9,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1363112,1005,NA,0,0,0,0,9,29,56,93,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2868079,0,8,0,0,0,0,1,2,2,2,1,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1605099,48,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1832461,52,9,2,20,20,40,8,27,69,99,12,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2264064,3,2,0,4,4,4,0,0,0,0,1,"No",0,0.83,0.66,0,"Yes","No","No","Yes","No","No" +3012578,3,2,0,0,0,0,0,0,0,0,2,"No",0,0.65,0.72,0,"No","No","Yes","Yes","No","No" +3281028,363,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +2097503,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2916526,42,13,0,0,0,0,0,0,0,1,1,"No",0,0.92,0.96,0,"Yes","No","No","No","No","No" +1197874,1,2,0,0,0,0,0,1,1,1,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +2125590,390,2,0,1500,1500,2100,1215,1256,1270,13298,204,"No",0,0.64,0.68,0,"No","No","Yes","Yes","No","Yes" +1175791,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1475028,4,10,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1536462,6,8,0,0,0,0,0,0,0,2,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2311223,6523,8,3906,0,1800,3600,971,3337,5523,8080,786,"No",0,0.12,0.11,0,"No","No","No","Yes","No","No" +1666243,80,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2054025,480,8,0,413,868,1141,167,527,1193,1884,201,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1236131,32,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1503313,1668,2,15,5540,10620,15480,71,197,363,488,65,"No",480,0.26,0.34,14,"No","No","Yes","Yes","No","No" +3093117,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2271638,16,8,0,1,1,11,0,4,11,17,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2928384,3,2,0,4,8,16,3,6,13,17,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2038283,39,8,0,0,0,0,0,3,4,6,1,"No",0,0.84,0.82,0,"Yes","No","No","Yes","No","No" +1353526,65,8,0,0,0,0,0,0,0,0,2,"No",0,0.78,0.69,0,"No","No","No","Yes","No","No" +1432159,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2280696,23,2,0,0,0,0,1,15,24,24,0,"No",0,0.95,0.9,0,"Yes","No","No","Yes","No","No" +2256397,0,8,1,6,7,11,3,8,13,18,1,"No",0,0.74,0.69,0,"No","No","No","Yes","No","Yes" +1297962,4,2,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1883436,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2856827,309,2,0,0,0,0,21,48,102,156,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2253375,-14,8,0,48,78,108,8,23,34,50,2,"No",18,0.84,0.87,14,"Yes","No","Yes","Yes","No","Yes" +1477645,129,8,1,327,573,819,97,284,504,689,64,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","Yes" +1593140,20,8,0,1,1,1,0,1,1,1,0,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +3026380,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1443617,1,8,10,286,286,580,44,156,503,632,43,"No",0,0.83,0.85,13,"No","No","No","Yes","No","Yes" +3035992,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1816297,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2267695,-16,8,0,82,82,82,21,208,229,244,5,"No",0,0.65,0.69,16,"No","No","Yes","Yes","No","No" +2262462,22,2,0,0,7,14,6,16,25,32,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1431503,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1288865,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","No" +1946846,5,9,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3067133,8,9,0,1,11,11,1,5,12,22,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1270131,80,4,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.53,0,"Yes","No","No","Yes","No","No" +2922173,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1412725,12,4,0,0,0,2,3,6,9,16,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1698481,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1866376,25,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1930055,75,8,0,0,0,0,0,3,3,39,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1636689,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2888978,3,2,0,5,5,5,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1903253,105,0,0,0,0,0,0,5,9,13,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1762792,350,4,0,0,0,0,5,26,53,88,10,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +3000694,8,4,0,0,0,1,0,1,2,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1911227,3,NA,0,0,0,0,0,1,1,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3225217,24,8,0,0,0,0,1,1,1,1,0,"No",0,0.02,0.13,0,"No","No","No","Yes","No","No" +2267117,112,15,0,12,60,120,17,70,138,202,31,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1955293,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","Yes" +2222756,31,8,0,0,15,15,4,15,32,58,6,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +3108115,9,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2308794,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","No" +1673464,-3,9,7,10,29,45,9,23,42,48,6,"No",0,0.9,0.82,3,"No","No","No","Yes","No","Yes" +1996881,19,2,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +3203580,5,4,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1681292,1,8,0,6,12,18,2,6,7,11,5,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +3105372,0,9,0,5,6,6,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1880326,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1471150,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3021028,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1293977,108,8,4,46,112,178,17,55,126,225,47,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1864558,39,2,0,0,0,0,1,3,5,5,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2004534,67,8,0,0,0,108,4,15,36,53,1,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +2974369,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1187579,2,2,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1802435,2031,2,24,0,142,355,133,509,1031,1615,260,"No",0,0.92,0.86,0,"Yes","No","No","Yes","No","No" +1783845,134,8,0,0,0,0,3,4,8,13,0,"No",0,0.51,0.75,0,"No","No","No","Yes","No","No" +1791611,4,8,0,0,0,0,0,0,1,1,2,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1775315,5,14,0,60,100,120,10,34,77,116,14,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +2975275,9,12,0,2,2,2,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1430276,0,NA,0,31,49,61,0,2,4,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2981290,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1787445,50,2,0,0,0,0,0,0,1,1,2,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +1734382,55,2,0,0,0,0,1,1,1,2,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2077991,4,9,4,53,65,89,7,26,62,76,23,"No",0,0.7,0.66,1,"No","No","Yes","Yes","No","No" +2164250,0,8,0,74,127,151,0,0,0,0,11,"No",0,0.7,0.39,0,"Yes","No","Yes","No","No","Yes" +1951691,4,12,0,0,0,0,0,1,1,2,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1113028,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1715882,6,11,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1707095,15,8,0,0,0,0,0,3,9,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1418285,8,8,0,0,0,0,0,0,6,7,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1497208,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2896329,15,14,0,0,0,0,1,2,5,8,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1309496,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.59,0.56,0,"No","No","Yes","Yes","No","No" +2915768,149,8,21,203,465,765,75,263,583,880,41,"No",0,0.07,0.17,0,"No","No","No","Yes","No","No" +3196297,267,NA,2,0,0,0,5,28,73,107,21,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3249663,1,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +2216381,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.78,0,"Yes","No","No","Yes","No","No" +2004558,3,12,0,0,0,1,0,2,2,2,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1529804,9,8,0,30,60,60,7,12,22,28,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1642474,67,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1788898,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1795417,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1692952,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1388944,16,8,40,0,0,0,2,12,31,47,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +2076320,428,8,0,288,762,1078,103,360,724,1218,148,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1865884,9,8,0,0,0,0,0,1,5,7,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1268576,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2109118,6,52,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"Yes","No","No","No","No","No" +2105830,29,8,0,0,0,0,0,1,3,4,0,"No",0,0.86,0.94,0,"No","No","Yes","Yes","No","No" +2031283,6,12,0,24,48,88,4,22,47,74,9,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +2974086,17,8,0,0,0,0,0,1,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1510986,122,2,200,0,0,0,0,0,0,0,0,"No",0,0.64,0.82,0,"Yes","No","No","Yes","No","No" +2977086,9,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2011935,32,2,0,55,114,177,17,36,36,36,3,"No",26,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1132773,19,NA,0,0,0,0,3,17,30,55,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +3002607,12,8,0,0,0,0,0,0,2,5,2,"No",0,0.19,0.49,0,"No","No","No","Yes","No","No" +2867145,10,9,9,33,45,57,2,9,15,23,0,"No",10,0.85,0.82,0,"No","No","No","Yes","No","No" +3109044,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2077584,56,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","Yes","Yes","No","No" +2958060,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +3079045,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2292436,1,2,0,10,20,20,2,8,12,18,0,"No",0,0.68,0.78,0,"No","No","No","Yes","No","Yes" +2149577,72,2,23,444,814,1194,167,455,759,1064,34,"No",20,0.94,0.96,0,"No","No","No","Yes","No","No" +1165308,4,2,0,20,22,22,0,0,0,0,0,"No",0,0.91,0.96,0,"Yes","No","No","Yes","No","No" +1135136,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1665446,-2,8,0,9,9,12,0,0,3,10,2,"No",0,0.81,0.82,2,"No","No","No","Yes","No","Yes" +2158734,3,2,0,80,120,160,23,45,76,96,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1126043,1105,8,299,1360,2896,4304,453,1371,2683,4536,444,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3226846,7,4,0,3,6,6,0,3,3,3,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +3020310,10,2,0,0,0,0,0,1,2,2,1,"No",0,0.19,0.46,0,"Yes","No","No","Yes","No","No" +1409790,0,8,0,123,123,123,0,86,147,221,0,"No",57,0.76,0.78,0,"No","No","No","Yes","No","Yes" +3268685,0,8,0,22,22,22,0,0,0,0,1,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +1441592,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3153178,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.25,0,"No","No","No","Yes","No","No" +1772692,0,2,0,17,21,21,0,4,4,4,0,"No",0,0.33,0.59,4,"No","No","No","Yes","No","Yes" +1382607,109,9,0,0,0,0,4,31,65,95,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1715238,142,8,1,312,312,312,12,37,78,110,4,"No",0,0,0.36,0,"No","No","Yes","Yes","No","No" +2111936,19,8,0,0,20,20,1,6,20,31,4,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2109347,24,9,0,0,0,0,0,0,2,5,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1634950,-15,NA,0,0,0,0,1,13,50,110,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1359875,0,NA,0,2,2,2,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +1820810,6,8,0,1,6,11,1,6,8,14,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1931887,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1179499,-21,6,0,1275,2100,2700,379,885,1758,2741,291,"No",0,0.79,0.66,29,"No","No","No","Yes","No","Yes" +1408020,151,4,31,17,87,143,36,107,210,347,26,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1521416,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1524639,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2233093,0,2,0,241,403,432,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2127448,1,9,0,2,3,5,2,3,3,10,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1346747,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1528942,3,8,0,0,0,0,0,0,1,4,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +3035075,2,9,0,2,2,4,0,4,5,5,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +2858280,1888,8,63,0,0,0,167,533,990,1602,218,"No",0,0.25,0.39,0,"No","No","No","Yes","No","No" +2854895,0,2,0,5,5,5,0,0,0,1,1,"No",0,0.76,0.71,0,"No","No","Yes","Yes","No","Yes" +1612441,2,2,0,8,24,32,4,12,22,33,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2970124,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2107871,8,12,0,3,3,3,0,4,5,6,0,"No",0,0.76,0.83,0,"Yes","No","No","Yes","No","No" +1504484,14,8,0,12,36,36,4,16,26,35,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1947117,4,2,0,90,90,90,2,4,4,4,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","Yes" +1308529,17,4,0,18,36,54,3,13,27,41,4,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1819462,21,2,0,0,0,0,0,0,0,4,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2895120,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1218894,9,8,0,0,0,20,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1593119,35,0,0,0,0,0,0,0,0,1,2,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1796799,306,2,5,60,210,375,60,164,332,402,84,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1226840,29,2,20,20,20,40,3,9,17,28,2,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1772010,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.8,0,"No","No","No","Yes","No","Yes" +1240599,39,8,0,0,0,0,0,9,17,26,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1541277,3,8,0,7,7,7,1,9,16,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3038378,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1707403,589,2,2,0,0,0,11,26,50,79,25,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1248430,21,9,0,0,5,15,0,5,9,18,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3132980,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1111929,1,8,2,26,38,46,8,14,27,42,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1382861,14,2,0,0,12,12,1,7,13,16,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1498249,1169,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1623658,1,3,4,0,0,0,2,4,11,14,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1531399,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","Yes","Yes","No","No" +1887555,7,9,0,89,149,218,17,58,74,74,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +3115944,16,4,0,0,0,0,0,0,1,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1330148,0,0,0,5,7,9,0,0,0,0,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1121606,8,2,0,1,4,4,0,0,0,0,1,"No",0,0.59,0.59,0,"Yes","No","Yes","Yes","No","Yes" +3055817,3,52,0,0,0,0,0,0,1,1,1,"No",0,0.9,0.93,0,"Yes","No","No","No","No","No" +1930194,10,2,0,0,0,0,6,15,28,36,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1486677,114,9,3,0,160,160,13,40,75,119,21,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1775118,41,8,0,33,59,59,7,22,39,66,22,"No",0,0.59,0.69,0,"No","No","Yes","Yes","No","No" +1950238,21,8,0,0,0,0,1,1,4,6,1,"No",0,0.74,0.87,0,"No","No","No","No","No","No" +2039324,13,8,0,0,0,0,1,1,1,2,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2206034,15,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2852533,4,8,0,104,104,104,0,1,3,4,1,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1824978,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2144420,52,8,0,0,0,0,2,3,4,6,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +2117896,2,8,0,1,2,3,0,2,3,4,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1426266,2,2,0,6,7,7,0,0,0,0,2,"No",0,0.88,0.47,0,"Yes","No","No","Yes","No","No" +1208962,78,10,0,84,168,168,24,60,118,187,27,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1256122,3,2,0,600,600,600,15,61,120,166,1,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +1918825,26,2,0,0,0,0,0,0,4,7,0,"No",0,0.22,0.34,0,"Yes","No","No","Yes","No","No" +1887285,40,8,0,0,0,0,3,8,12,22,2,"No",0,0.73,0.6,0,"Yes","No","Yes","Yes","No","No" +1608686,26,NA,0,0,0,0,0,3,9,11,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1987153,82,8,0,30,60,90,5,31,80,128,18,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1584925,170,4,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3041365,329,8,0,0,0,0,7,23,49,71,16,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2017628,0,2,0,2,2,2,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1391928,22,2,0,0,0,0,2,5,7,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1367728,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1628450,115,8,9,29,87,145,17,70,135,215,42,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2045856,575,8,310,2592,4032,5184,562,1395,2519,3859,492,"No",144,0.78,0.83,0,"No","No","No","Yes","No","No" +2873943,19,2,0,33,66,99,10,29,62,97,5,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +3270512,4,2,0,15,30,30,0,0,26,26,0,"No",0,0.81,0.84,0,"No","No","No","Yes","No","No" +3081283,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1142245,1,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3051180,12,2,0,32,56,80,5,19,34,48,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1729822,342,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","Yes","Yes","No","No" +1844046,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"Yes","No","Yes","Yes","No","No" +1126001,17,8,0,0,0,0,0,1,2,2,0,"No",0,0.5,0.61,0,"No","No","No","Yes","No","No" +1403917,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1501763,16,8,0,0,0,0,1,1,3,8,0,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +1325794,2,9,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1769836,0,8,0,16,16,20,1,14,20,23,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1259596,1,8,0,0,0,1,0,2,2,3,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1450633,12,2,0,0,0,0,1,5,11,18,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2128612,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1229543,25,8,0,0,50,50,3,12,21,27,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1673499,6,8,0,114,114,114,3,10,21,32,0,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +3248368,2,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3132085,10,2,0,0,0,0,0,0,0,2,2,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +3278365,2467,8,0,0,0,0,116,329,613,1136,162,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2256171,2495,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1597709,0,2,0,17,17,17,0,0,0,0,1,"No",0,0,0.2,0,"Yes","No","No","Yes","No","Yes" +2825240,147,8,12,48,144,216,48,137,261,432,17,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1581321,34,9,0,0,9,18,2,7,18,42,1,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +3101705,106,8,0,0,34,34,1,2,86,108,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2903346,13,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1700014,0,8,0,288,288,288,2,6,8,12,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2006162,469,8,0,0,0,0,2,19,55,81,2,"No",0,0.75,0.87,0,"Yes","No","No","Yes","No","No" +1279532,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +1808859,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1575972,0,8,0,47,47,47,1,4,9,17,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2871250,47,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1356911,452,8,13,405,869,1347,155,503,1032,1483,157,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1312340,0,2,0,4,6,8,5,6,8,9,0,"No",0,0.49,0.41,0,"Yes","No","No","Yes","No","Yes" +2017087,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"No","No","No","Yes","No","Yes" +3243247,73,NA,0,0,0,0,2,4,9,20,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1707207,133,4,18,150,250,400,47,124,265,423,46,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1389017,25,NA,0,0,0,0,0,1,2,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2180090,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1631802,3,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1787453,953,8,20,528,528,528,89,194,332,483,87,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +3219288,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1623461,9,2,0,20,40,60,7,20,47,67,11,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2215552,2,8,0,14,17,20,1,3,9,14,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2032142,98,8,24,6,38,73,8,54,101,179,21,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1699416,0,8,0,4,6,7,0,6,6,6,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +1671373,728,8,0,0,0,0,1,15,49,131,7,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +3209635,25,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2290733,120,2,0,0,0,0,2,11,27,42,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +2881040,28,2,0,0,30,30,2,10,15,17,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2118972,0,2,0,8,14,18,4,7,11,15,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2214800,5,NA,0,0,0,0,1,3,4,9,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2236163,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1195959,8,8,0,9,18,27,2,9,18,23,3,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1675434,184,0,3,0,0,250,24,72,174,263,23,"No",0,0,0,0,"No","No","Yes","No","No","No" +1941903,7,8,0,11,21,35,1,14,24,35,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1255703,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2933259,72,8,25,100,200,200,17,53,136,203,250,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1291414,14,8,0,0,0,0,0,0,0,3,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +2043936,69,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1143152,0,2,3,6,6,6,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","Yes" +2955932,14,8,0,20,40,60,4,17,27,41,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1425411,360,8,0,0,0,0,0,0,1,1,0,"No",0,0.69,0.57,0,"No","No","No","Yes","No","No" +1640885,1,8,0,3,5,7,1,2,3,3,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","Yes" +2984735,11,2,0,9,9,9,0,0,0,4,1,"No",0,0.93,0.96,0,"No","No","No","No","No","No" +3255344,0,8,200,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2258462,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1314157,630,2,0,382,764,1146,117,389,895,1324,174,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2932770,6,9,0,0,0,0,0,0,1,2,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2873057,8,8,0,32,49,49,7,19,30,47,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1925323,29,4,0,0,0,0,1,1,6,16,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3283944,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1552888,12,2,0,0,0,0,0,3,5,6,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1343835,0,2,0,50,50,50,1,4,6,6,0,"No",0,0.83,0.88,0,"No","No","Yes","Yes","No","Yes" +3096724,21,8,0,0,45,45,7,18,31,41,2,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1455997,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","No" +2028550,4,2,0,12,22,34,3,12,25,36,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1928820,1,9,0,1,2,2,0,1,1,2,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1181537,-42,8,0,814,1325,1743,328,553,978,1582,334,"No",0,0.53,0.65,84,"No","No","Yes","Yes","No","Yes" +1136617,1,2,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","Yes" +2837530,0,8,0,3,4,5,0,0,1,4,1,"No",0,0.08,0.26,0,"No","No","No","Yes","No","No" +2930150,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","Yes","Yes","No","Yes" +2109769,95,2,46,125,175,225,47,70,74,74,39,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1630861,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1375886,4,12,0,0,0,2,0,1,3,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1330396,0,8,0,4550,5430,5430,0,0,0,0,1,"No",440,0.74,0.79,0,"No","No","Yes","Yes","No","No" +2968659,449,2,0,0,1400,1400,61,141,312,466,72,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1779623,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1799468,13132,8,1053,25200,50400,75600,1186,3967,8561,13724,1448,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1891219,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2215512,136,8,0,104,220,278,26,69,145,229,43,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1275858,6,4,0,0,0,1,0,0,0,2,0,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1975167,1,8,0,3,6,6,2,2,3,3,1,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","Yes" +1986694,2,8,0,0,1,2,1,1,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1985514,20,4,0,0,100,100,4,5,5,8,0,"No",0,0.85,0.91,0,"No","No","No","Yes","No","Yes" +1555908,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1590220,30,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1856115,4900,52,0,0,0,0,5,17,37,47,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +3242225,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1489532,16,0,0,12,12,12,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +2160925,47,2,13,0,60,108,12,55,89,90,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1785829,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1894675,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1268756,6,9,0,0,3,6,0,1,3,7,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1227160,9,9,0,5,9,12,4,6,11,11,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","Yes" +1656002,10,12,0,0,0,0,0,1,3,4,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2907437,576,2,135,2041,2041,2311,210,697,1489,2146,192,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1726300,19,8,0,0,0,0,0,2,2,2,1,"No",0,-99,1,0,"Yes","No","No","Yes","No","No" +1684439,2,13,0,9,18,18,3,7,16,18,13,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1155539,161,52,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"Yes","No","No","No","No","No" +2100788,11,2,0,61,92,123,24,34,34,34,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1159516,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3085362,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +2232810,240,8,100,192,480,768,62,236,518,821,217,"No",0,0.9,0.84,0,"No","No","Yes","Yes","No","No" +1216228,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2135963,3,8,10,2,4,7,2,4,7,9,2,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +2145417,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1521423,-61,8,0,816,1305,1714,307,539,965,1570,212,"No",0,0.44,0.62,90,"No","No","Yes","Yes","No","Yes" +2309263,5,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1782475,16710,8,0,0,0,0,0,31,52,55,269,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1907738,435,0,97,412,888,1370,255,621,1144,1636,192,"No",0,0,0,0,"No","No","Yes","No","No","No" +1359711,2,12,3,510,510,692,52,226,434,633,43,"No",22,0.52,0.41,10,"Yes","No","No","Yes","No","Yes" +1478226,5,8,0,75,111,147,11,38,73,121,23,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +2212844,667,16,252,900,2160,2880,238,1003,1853,2616,261,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1523692,13,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +2946276,1,8,0,34,34,49,8,19,35,55,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +1577666,505,8,0,0,0,0,1,21,106,177,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1417467,3607,NA,0,0,0,0,1,105,109,112,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1691274,166,8,125,751,1256,1761,250,731,1499,2381,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3162374,73,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1526036,16,4,0,0,0,0,10,20,20,21,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1585040,499,12,69,205,205,205,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1167754,11,NA,0,0,0,0,13,34,49,49,16,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1346299,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1570355,103,8,11,253,353,453,35,164,335,524,141,"No",0,0.51,0.45,0,"No","No","Yes","Yes","No","No" +2927643,21,8,0,0,0,0,1,2,2,2,0,"No",0,0.95,0.92,0,"Yes","No","No","Yes","No","No" +1644192,7,2,0,45,45,45,1,5,8,9,1,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","Yes" +1477732,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1935250,41,8,0,38,76,114,7,27,52,78,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +1925239,180,4,0,0,0,0,20,64,138,166,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2005276,2,9,0,1,1,1,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3199806,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1756033,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2035589,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1464335,0,52,0,0,0,0,0,1,3,7,2,"No",0,0.99,0.96,0,"Yes","No","No","No","No","No" +1639865,661,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1917042,0,9,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1579894,5,8,0,0,0,2,0,1,5,7,0,"No",0,0.99,0.98,0,"Yes","No","Yes","No","No","No" +1615084,186,12,349,550,1100,1650,226,817,1437,1959,141,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3150496,248,2,12,312,720,1152,55,178,227,232,32,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2017570,0,2,0,289,289,289,1,1,2,2,0,"No",0,0,0,1,"Yes","No","No","Yes","No","Yes" +3009588,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1581977,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1134382,94,8,53,21,85,85,18,49,98,163,89,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2100306,57,4,0,0,0,0,7,12,17,20,7,"No",0,0.35,0.55,0,"No","No","No","Yes","No","No" +1805600,4,8,0,0,0,0,2,3,3,4,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3269727,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1368779,0,8,0,14,21,28,3,8,15,20,3,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +3018453,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3190543,1335,8,139,195,1365,2145,116,389,1452,2485,105,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2240179,9,2,26,52,130,208,17,61,112,176,0,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +2139093,2,9,1,0,1,2,0,1,2,3,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +3011853,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2268606,6,8,0,143,208,273,16,71,156,240,19,"No",19,0.5,0.52,1,"No","No","No","Yes","No","Yes" +1803038,2,8,0,0,0,0,0,3,3,4,0,"No",0,0.83,0.71,0,"Yes","No","No","Yes","No","No" +2191880,7,2,0,25,25,25,8,12,14,19,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1864944,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1887726,342,3,0,0,0,0,0,5,9,14,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3060503,1,8,0,147,219,329,19,85,172,216,22,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1278099,211,2,0,0,0,0,0,6,108,109,9,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +2835569,4685,52,0,0,0,0,0,6,11,14,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1614063,28,9,0,0,0,0,1,1,1,1,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1666224,13,0,0,92,174,258,10,63,128,179,0,"No",0,0.93,0.86,0,"No","No","No","No","No","Yes" +3191793,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2209735,10,8,0,10,10,20,5,8,20,30,2,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +1786969,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1973494,5,2,11,29,53,77,4,26,47,61,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1457174,8,8,0,10,20,25,2,8,19,29,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1971738,171,2,19,790,1440,2090,224,672,1173,1702,176,"No",0,0.02,0.1,0,"No","No","No","Yes","No","Yes" +3070693,10,8,3,9,23,45,3,18,34,43,4,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1326716,49,8,0,0,40,40,0,2,3,5,3,"No",0,0.05,0.05,0,"No","No","No","Yes","No","No" +1852003,1,8,0,2,3,3,0,1,1,1,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +1588563,22,9,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1175778,-23,NA,3,0,0,0,54,171,293,427,64,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3084041,7,12,1,0,2,5,0,1,6,9,6,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2874707,7,8,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2158318,3,9,0,4,7,10,1,5,9,13,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","No" +3097757,1,2,0,13,22,31,6,10,15,21,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +1325841,1,8,0,1,3,7,1,6,9,14,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1286103,6,12,0,11,11,13,6,13,18,36,0,"No",0,0.1,0.16,0,"No","No","No","Yes","No","Yes" +2076782,15,3,57,121,274,417,70,206,408,708,35,"No",0,0.91,0.91,0,"No","No","Yes","Yes","No","Yes" +1220969,5,2,0,0,0,0,0,2,4,4,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","Yes" +1480986,4121,9,0,0,0,0,24,133,271,338,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3279270,1144,8,31,918,918,1836,202,648,1463,2390,144,"No",0,0.69,0.67,0,"No","No","Yes","Yes","No","No" +1951210,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3268184,-2,8,0,10,14,18,2,6,9,13,5,"No",0,0.5,0.46,2,"No","No","No","Yes","No","No" +1184730,0,12,0,205,205,205,0,0,3,4,0,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","Yes" +1368101,16,2,0,6,9,9,0,0,0,0,2,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +2243346,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2042350,2,8,0,2,2,2,0,0,1,1,0,"No",0,0.43,0.23,0,"Yes","No","Yes","No","No","No" +2904674,2,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1396258,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1590051,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3010861,36,4,0,0,0,0,0,1,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1876436,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2131930,25,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1459249,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +2911466,12,2,0,17,34,68,8,24,65,112,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2059434,39,8,6,19,29,49,5,19,42,61,24,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1365626,4,8,0,0,0,0,0,0,1,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1123509,14,0,0,0,0,0,0,1,4,8,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1460986,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1884674,38,8,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1866654,115,8,100,100,180,340,23,163,399,537,52,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1955255,1,12,0,5,6,6,4,5,5,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1514664,89,8,0,320,464,656,77,199,368,531,129,"No",16,0.97,0.94,3,"No","No","No","Yes","No","Yes" +1515456,12,8,1,8,20,32,8,20,26,39,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2018435,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1769520,85,8,34,40,80,160,7,37,77,118,25,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1407548,1,9,0,1,2,3,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1275122,13,8,0,0,0,0,0,0,0,1,1,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1991558,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2952660,4,8,0,0,0,4,0,2,2,4,0,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +1940730,11,NA,0,0,0,0,4,8,14,24,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1681734,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1974220,0,2,0,12,20,22,0,1,1,1,0,"No",0,0.52,0.41,0,"Yes","No","Yes","Yes","No","Yes" +1371221,106,4,0,0,0,0,5,12,25,54,16,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2039079,11758,8,13815,29600,49600,75200,8238,23472,37911,54158,7179,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1698604,3,2,0,1,3,5,0,4,5,5,0,"No",0,0.6,0.58,0,"No","No","No","Yes","No","No" +2880346,110,8,5,64,64,128,12,48,91,142,65,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1411249,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1718214,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1701439,1,14,0,27,27,32,2,11,19,27,2,"No",0,0.41,0.45,0,"No","No","No","Yes","No","Yes" +1526731,-1,8,0,23,38,50,2,7,25,36,0,"No",0,0.66,0.57,1,"No","No","No","Yes","No","Yes" +1722752,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1174119,71,52,0,0,0,0,0,2,5,8,0,"No",0,0.87,0.88,0,"Yes","No","No","Yes","No","No" +1767164,0,2,0,65,65,65,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1309854,131,2,117,75,300,450,56,172,323,466,60,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1742896,1757,8,60,0,0,0,100,471,1155,2144,312,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3093284,10,8,0,0,0,0,1,2,6,8,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1419838,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1327588,4,2,0,10,15,20,2,11,20,21,2,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1974652,27,6,0,0,20,20,3,13,27,47,8,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1633937,13,8,0,0,0,0,1,1,1,3,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1403099,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1759427,12,8,0,0,0,0,0,0,1,2,0,"No",0,0.25,0.36,0,"Yes","No","No","Yes","No","No" +3231848,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1860701,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1900075,24,8,0,0,0,9,4,10,19,23,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1330575,376,2,100,425,765,1190,127,463,887,1228,127,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3089866,32,12,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1766671,4,8,0,0,0,0,0,0,0,4,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1587114,14,9,0,0,0,0,0,1,4,4,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1884389,234,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1620589,540,8,0,9910,9910,9910,10,28,50,104,11,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1278843,0,8,20,30,80,105,0,0,0,0,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1931621,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1392663,57,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1765197,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1968271,15,8,0,0,0,3,1,8,15,26,4,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1681823,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +1279713,0,NA,0,0,0,0,0,1,9,14,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1924502,2,2,0,23,43,63,7,19,34,45,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1211256,13,9,12,24,36,60,5,26,43,70,8,"No",0,0.49,0.72,0,"No","No","No","Yes","No","No" +2202114,3,2,0,0,1,2,0,5,5,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1482811,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","Yes" +3047888,92,8,0,0,0,0,0,0,0,1,2,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1428343,1,2,0,2,4,5,2,2,6,6,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2065100,3,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1799405,1,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2808161,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2915618,13,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1612115,107,2,18,50,198,300,39,134,343,522,54,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1746579,24,9,0,0,0,0,2,4,5,18,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1673098,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1573609,83,9,13,8,29,50,11,31,67,103,12,"No",8,0.86,0.84,0,"No","No","No","Yes","No","No" +2245190,15,2,0,201,357,519,27,105,220,314,21,"No",6,0.83,0.66,0,"No","No","Yes","Yes","No","Yes" +1513297,55,8,34,0,18,56,3,45,72,98,5,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1849225,1,2,5,16,32,52,8,20,40,52,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1707092,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3096832,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1826664,1,NA,0,0,4,5,0,2,2,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2302447,150,8,0,0,0,0,7,24,55,95,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3267227,58,8,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.76,0,"No","No","Yes","Yes","No","No" +1781564,105,2,0,0,0,0,0,1,3,8,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2942766,6,2,0,0,0,0,0,0,0,2,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2200546,9,2,4,53,86,115,5,20,31,35,0,"No",0,0.97,0.91,0,"Yes","No","Yes","Yes","No","No" +2221780,0,12,0,2,2,2,0,0,0,0,1,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +1444880,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2159855,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1203441,17,4,0,0,0,0,1,1,2,3,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1913907,399,8,14,510,510,1020,76,266,555,896,95,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2132597,82,4,0,0,0,0,0,1,5,5,1,"No",0,0.35,0.55,0,"No","No","No","Yes","No","No" +3155929,51,2,0,0,0,0,0,0,0,1,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1548273,1,8,0,4,6,8,0,3,5,7,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3257862,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1656063,0,2,0,368,592,592,0,0,0,0,55,"No",0,0.76,0.72,0,"No","No","No","Yes","No","Yes" +2285066,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1204547,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.89,0,"No","No","No","Yes","No","No" +3200942,1897,8,0,0,0,0,4,8,32,34,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +2080786,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1463508,6,2,0,0,0,0,0,2,2,2,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1740103,8,8,0,13,23,51,4,23,50,71,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +2860915,15,8,12,36,72,96,8,26,63,79,0,"No",0,0.31,0.22,0,"No","No","No","Yes","No","No" +1552225,4,12,0,8,8,8,1,6,13,21,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1323406,22,12,0,0,0,0,0,2,2,3,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2221908,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","No" +3004126,0,13,0,6,9,12,3,5,6,8,0,"No",2,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2134930,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.75,0,"Yes","No","No","Yes","No","No" +1378854,7,2,0,5,10,15,2,3,5,13,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1141757,25,8,1,7,14,21,3,19,36,55,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1377175,8,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1724406,6,8,4,8,20,28,4,8,18,28,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3062884,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1864492,6,8,15,362,586,747,35,191,402,632,40,"No",11,0.51,0.53,2,"No","No","Yes","Yes","No","Yes" +3171928,12,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2232114,0,8,0,3,5,6,1,4,4,5,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +2895633,6,9,0,0,0,0,1,1,1,1,2,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1695873,0,NA,0,0,0,0,0,3,24,45,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1410873,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1585212,153,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1211827,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2104169,2,2,10,0,0,0,0,9,9,9,1,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +2179768,55,8,25,193,375,557,41,169,340,551,11,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1625939,0,4,0,11,12,12,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2865924,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +3085334,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1794350,291,12,8,0,0,0,5,19,35,87,27,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1123393,5,4,1,35,73,107,13,33,70,75,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +1679978,18,2,0,0,0,0,1,2,13,17,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +2172511,28,8,0,45,99,117,4,15,55,110,20,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1926551,1,2,0,0,1,1,1,1,2,3,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","Yes" +2242911,49,12,0,330,330,330,58,114,114,114,0,"No",0,0.79,0.8,0,"No","No","No","Yes","No","Yes" +1225322,466,12,0,0,0,0,0,0,2,4,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1983989,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1866677,15,8,0,0,0,27,0,1,2,5,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1599134,2479,2,0,0,0,0,2,8,15,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2962199,4,8,0,29,44,59,2,10,21,31,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2958912,2,0,0,10,10,10,2,8,8,8,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1939604,101,2,0,0,0,0,5,5,67,67,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1909509,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3002503,151,4,13,54,126,198,16,42,98,169,15,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3170148,4,NA,0,44,88,143,12,35,84,130,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1356140,3,8,8,8,8,16,3,9,15,24,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1879330,7,2,0,18,42,72,13,31,63,89,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2130039,2,2,0,1,3,5,0,1,2,4,1,"No",0,0.34,0.28,0,"No","No","No","Yes","No","No" +2311557,23,2,0,0,0,0,0,0,4,5,0,"No",0,0.81,0.81,0,"Yes","No","No","Yes","No","No" +1870589,10,2,0,2,14,15,13,17,18,18,0,"No",0,0.81,0.85,0,"No","No","Yes","Yes","No","Yes" +3059405,288,12,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +2137804,14,52,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3131465,23,2,0,0,0,0,0,0,0,1,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3018260,137,8,0,0,0,0,1,1,2,4,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1646795,20,4,0,10,10,10,0,3,6,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1310959,1,8,0,1,1,2,1,2,2,2,1,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +3051254,48,8,0,0,0,0,1,5,9,9,1,"No",0,0.78,0.83,0,"No","No","Yes","Yes","No","No" +2862354,0,4,0,16,18,20,4,6,8,8,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","Yes" +2982787,0,8,0,16,16,16,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1774118,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1256010,33,8,0,0,0,0,0,4,12,19,3,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +2027269,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1688060,29,4,0,0,10,20,0,6,13,26,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2283082,13,8,1,186,291,411,22,183,304,443,44,"No",0,0.25,0.57,1,"No","No","No","Yes","No","Yes" +1588760,0,8,0,21,33,47,9,18,50,63,4,"No",0,0.45,0.57,0,"Yes","No","No","Yes","No","Yes" +1679030,12,12,0,13,29,61,8,23,41,59,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3276536,14,4,2,12,28,40,8,21,38,57,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2054535,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2069321,1175,2,334,1325,2900,4550,498,1631,3305,5027,505,"No",0,0.71,0.82,0,"No","No","Yes","Yes","No","No" +2299511,5,8,0,10,20,25,5,12,21,30,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +1976149,162,8,262,208,508,856,157,417,757,1104,91,"No",0,0.89,0.67,0,"No","No","No","Yes","No","No" +1152451,5,2,0,0,0,0,3,6,11,11,0,"No",0,0.66,0.72,0,"Yes","No","No","Yes","No","Yes" +1624127,11,8,0,0,0,0,1,6,14,18,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2278268,14,8,0,0,0,0,1,1,2,3,2,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1977245,118,NA,0,0,0,0,2,7,12,18,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3247309,309,8,19,0,50,100,55,132,199,324,106,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1849944,14,8,0,0,7,14,0,8,12,19,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1398230,200,2,0,295,729,1375,99,243,293,293,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2017627,0,2,0,130,130,130,0,0,1,1,0,"No",0,0.99,0.86,0,"Yes","No","No","No","No","Yes" +2182540,2,12,0,1,1,1,0,0,1,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1484724,16,8,0,19,33,51,21,28,74,80,11,"No",0,1,1,0,"No","No","No","Yes","No","No" +1570631,5,8,31,305,505,625,139,319,418,529,93,"No",0,0.91,0.93,26,"No","No","Yes","Yes","No","Yes" +1331770,0,2,0,5,6,6,0,0,0,0,1,"No",0,0.63,0.45,0,"No","No","Yes","Yes","No","Yes" +1157956,34,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2883173,0,4,0,18,32,46,0,0,0,0,0,"No",0,0.22,0.21,0,"No","No","No","Yes","No","No" +1922850,37,8,0,0,0,0,0,2,5,6,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1741676,750,8,99,320,640,800,145,441,801,1517,147,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +3068196,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3036734,1521,2,0,0,0,0,23,64,136,201,14,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2893060,6,8,0,134,211,306,19,85,173,214,22,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2936602,76,8,17,188,313,446,38,132,234,354,61,"No",0,0.75,0.88,0,"No","No","No","Yes","No","No" +1391679,20,12,0,15,15,30,3,8,10,23,25,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +2165513,2,8,0,24,24,24,1,4,6,9,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3170406,0,2,0,87,87,87,0,0,0,0,0,"No",0,0.94,0.82,0,"Yes","No","Yes","Yes","No","No" +1467422,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1302126,370,4,0,0,0,0,5,14,28,38,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3173050,6,8,0,142,242,332,49,114,182,247,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2065496,75,8,33,131,206,300,69,171,267,375,54,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1366136,8,8,0,20,60,80,7,22,41,59,0,"No",0,0.98,0.79,0,"No","No","No","Yes","No","No" +1670329,46,8,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +1289436,2960,8,4,0,0,0,126,377,911,1558,196,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1853654,0,2,0,72,108,108,0,0,0,0,4,"No",0,0.67,0.55,0,"Yes","No","No","No","No","Yes" +1735984,500,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2081617,5,2,1,0,0,0,3,19,25,25,1,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","Yes" +3105124,89,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +1162051,0,2,0,37,65,95,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","Yes","Yes","No","Yes" +3201588,3,8,7,7,14,21,1,8,15,23,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1926407,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1777368,487,12,408,603,1403,1803,187,647,1389,2307,231,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1306208,1,8,0,3,5,7,0,2,2,5,2,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +3219208,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1580625,100,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.73,0,"Yes","No","No","Yes","No","No" +1468009,109,12,6,0,10,50,16,55,113,132,15,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2283839,1174,2,134,600,1200,1600,238,710,1386,2289,230,"No",0,0.75,0.9,0,"No","No","No","Yes","No","No" +1970785,89,8,12,168,288,360,34,141,325,539,19,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1591886,0,8,0,42,63,105,11,39,75,98,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1502161,0,8,24,561,721,1041,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3073255,8,2,0,0,0,2,0,2,3,8,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2060755,5,2,0,10,20,30,0,5,13,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1733904,164,12,6,0,0,0,10,25,54,83,16,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1319620,10,2,0,54,108,162,11,55,75,88,0,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +3085364,54,2,0,0,0,0,1,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1585609,13,8,0,112,112,212,43,67,99,151,20,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2142115,360,2,0,192,288,384,5,9,31,55,134,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1341016,20,8,0,0,0,0,1,4,8,10,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3177221,12,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1775819,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1398311,0,9,0,1,1,1,1,3,6,8,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2212664,9,8,0,6,24,48,9,26,65,100,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2846257,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2015239,10,8,0,0,0,0,0,0,1,1,0,"No",0,0.17,0.17,0,"No","No","Yes","Yes","No","No" +1334107,6,2,0,10,20,30,3,10,19,21,0,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +2825092,22,14,0,50,80,100,9,42,59,81,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1953786,265,8,0,0,0,0,0,5,11,17,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +3193183,40,9,0,0,0,0,0,1,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1987959,1,2,0,2,4,6,0,1,4,4,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3196425,358,8,4,0,120,240,54,179,436,659,89,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2829210,1,8,0,15,25,30,5,14,23,33,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +3251625,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","Yes" +2849994,3,8,0,0,0,0,1,1,1,1,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2888105,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2091137,1103,12,0,0,0,0,4,22,50,79,6,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1606068,1,8,2,33,33,33,0,0,2,2,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2887768,10,3,0,0,0,6,0,0,2,2,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +2217606,0,4,0,10,14,20,3,9,19,24,0,"No",2,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +1530360,9,8,0,12,12,24,4,9,15,20,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1531101,106,12,0,72,144,216,17,56,119,195,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1433960,90,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1648893,6,NA,0,0,0,0,3,3,6,9,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1825646,941,9,0,0,115,276,202,207,931,1073,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1578815,38,8,12,138,231,332,25,105,213,350,79,"No",27,0.86,0.88,1,"No","No","Yes","Yes","No","Yes" +1489368,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1115345,5,8,10,5,10,20,4,9,13,23,0,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2129296,982,8,0,900,1800,2700,0,0,0,0,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2878532,207,52,0,0,0,0,0,0,1,4,0,"No",0,0.95,0.77,0,"Yes","No","No","Yes","No","No" +2805590,0,8,0,43,63,63,0,6,26,36,16,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","Yes" +1399503,101,9,0,0,0,0,0,4,4,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1815606,150,2,0,0,0,0,0,0,0,0,12,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1143346,2,8,0,0,1,2,0,0,2,2,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3229206,4,8,0,1,4,6,3,4,5,12,1,"No",0,0.74,0.81,0,"No","No","No","Yes","No","No" +1269368,0,12,0,4,4,4,1,5,5,5,1,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +1139329,22,12,0,200,300,380,55,146,248,349,60,"No",20,0.43,0.45,0,"No","No","No","Yes","No","Yes" +2296718,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2860677,75,4,25,76,114,152,22,59,133,213,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1863237,99,2,2,0,0,28,9,29,58,84,16,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1739827,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"Yes","No","No","Yes","No","No" +1688324,0,4,0,75,75,75,0,3,3,10,0,"No",0,0.96,0.88,0,"Yes","No","No","Yes","No","Yes" +3058778,0,2,0,4,6,8,0,2,3,3,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1515911,0,12,0,1,1,1,0,1,1,1,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +2286987,2,8,0,0,0,1,2,2,5,9,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +3155113,177,4,26,350,350,350,24,74,158,264,45,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3112722,2,2,0,4,10,14,3,7,13,14,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1515841,9,11,0,30,46,62,3,16,27,39,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1991084,3,12,0,0,1,2,1,1,4,6,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1459796,41,8,105,865,1748,2597,217,618,1182,1645,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1952668,6,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2265870,41,8,0,15,30,45,2,20,47,74,11,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1369337,44,8,0,293,453,623,31,135,329,592,51,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +3062058,546,8,0,0,30,60,141,1240,1993,2659,212,"No",0,-99,0.5,0,"No","No","No","No","No","No" +1214709,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2870887,0,2,11,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1950060,13097,2,1188,28000,42000,50000,4277,9818,18340,37636,6233,"No",0,1,1,0,"No","No","No","Yes","No","No" +1568357,1,12,0,0,0,0,0,0,1,1,1,"No",0,0.27,0.22,0,"Yes","No","Yes","Yes","No","No" +1826299,18,8,0,15,30,45,9,20,44,64,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1911989,178,8,192,768,768,768,257,1099,1327,1635,298,"No",0,-99,0.44,0,"No","No","No","No","No","No" +1651633,11,8,0,20,50,80,7,27,54,70,7,"No",0,0.7,0.84,0,"No","No","No","Yes","No","Yes" +2940974,51,52,0,0,0,0,0,0,0,2,1,"No",0,0.96,0.94,0,"Yes","No","No","No","No","No" +1540237,-1,8,0,11,16,22,1,8,13,18,4,"No",1,0.46,0.45,1,"No","No","No","Yes","No","No" +1189175,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1979182,4,2,0,1,4,7,2,3,7,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3241919,17,2,0,0,0,0,4,7,7,8,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2178281,58,8,0,0,0,0,0,0,2,5,2,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +2213894,6,2,0,0,0,5,0,2,8,15,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","Yes" +2118143,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2034389,1334,3,0,2846,6608,10370,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2815693,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2025053,375,8,2,0,0,0,20,61,144,214,25,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1636943,7,8,0,15,15,30,3,12,20,25,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +1736360,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3018860,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2019986,2385,8,0,0,0,0,22,46,107,215,9,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2253346,86,8,0,28,72,132,4,31,98,157,10,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2242932,4,9,0,0,0,0,0,0,1,1,2,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1181969,0,8,0,292,466,575,0,0,0,0,40,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2085463,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1339093,108,12,7,3,55,87,29,85,156,262,28,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2077308,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","No" +1148879,21,2,0,0,0,0,2,3,3,3,0,"No",0,0.49,0.45,0,"Yes","No","No","Yes","No","No" +1173802,86,2,0,0,0,0,0,10,16,16,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +2896309,93,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1715166,37,8,22,27,72,108,19,55,105,152,23,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1662906,1,9,0,16,31,49,5,9,13,16,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1962451,13,2,0,11,31,48,1,3,4,4,1,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +3043761,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1270542,8,8,0,0,0,1,2,3,9,16,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +1520915,40,NA,0,0,0,0,2,5,6,10,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2887573,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1700750,15,3,0,0,0,0,1,2,4,7,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2047286,3126,8,13,0,0,0,22,77,158,237,35,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2098793,5,2,2,18,33,48,6,19,37,53,3,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1113112,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1429726,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1981422,123,2,35,118,232,384,59,205,364,520,56,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2167794,2,9,0,13,20,34,0,5,7,7,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2005966,2,2,1,8,16,20,4,15,21,33,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2223017,17,2,0,0,0,0,40,47,47,47,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1961203,31,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1606314,60,2,41,40,80,160,32,85,156,236,26,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2809201,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2166976,0,2,0,0,0,0,3,3,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1495954,1,2,0,3,5,8,2,3,9,13,0,"No",0,0.33,0.42,0,"No","No","No","Yes","No","Yes" +1609749,55,8,5,477,702,927,79,202,329,427,76,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2181537,0,12,0,8,8,8,0,8,9,11,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3053424,3,12,0,0,0,2,0,1,1,3,1,"No",0,0.91,0.7,0,"No","No","No","Yes","No","No" +3134682,24,8,0,0,0,14,4,7,21,32,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1788954,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2161888,53,2,4,54,90,144,10,43,89,118,18,"No",0,0.66,0.79,0,"No","No","No","Yes","No","No" +1495008,198,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1283352,4,2,0,1,2,2,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +2920883,31,2,0,0,0,0,0,0,5,5,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2190666,65,8,0,13,52,91,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1822583,153,8,0,100,100,200,19,66,140,235,36,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2257830,267,NA,0,0,0,0,0,4,18,245,5,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1309335,3,10,0,11,15,23,2,8,10,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1923582,1693,8,0,1200,1800,2400,372,1167,2547,4043,416,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1233021,14,2,0,15,30,50,5,19,37,47,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3029848,13,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2244364,4,12,0,0,0,1,0,1,1,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2193750,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1174303,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.09,0.06,0,"Yes","No","Yes","Yes","No","No" +3134110,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1120624,57,8,0,0,0,0,3,8,21,41,0,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1593391,372,8,103,372,792,1224,135,424,768,1206,115,"No",0,0.63,0.63,0,"No","No","No","Yes","No","No" +3103240,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1886540,0,12,0,3,4,5,0,1,2,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1158665,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.4,0,"No","No","Yes","Yes","No","No" +1480892,4,2,0,6,6,12,3,4,4,4,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1439622,0,8,2,15,18,21,1,4,13,19,2,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +2012982,29,8,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1698422,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2927535,4,2,0,1,3,3,0,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2014805,11,8,0,0,0,0,0,2,2,2,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1185558,5498,NA,0,7171,14381,21279,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1754845,-2,12,0,51,75,108,8,45,77,120,22,"No",0,0.96,0.88,2,"No","No","No","Yes","No","Yes" +2194195,92,8,73,0,73,146,31,91,177,257,30,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3254344,7,12,0,7,7,14,1,4,10,12,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1866558,1,2,0,88,176,220,42,73,141,211,5,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1152055,4,8,0,15,30,30,5,13,25,48,4,"No",0,0,0.2,0,"No","No","No","Yes","No","Yes" +1168288,10,8,0,0,0,0,0,0,1,1,6,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +1141600,30,NA,0,0,0,0,5,37,117,184,28,"No",0,-99,-99,0,"No","No","No","No","No","No" +2178182,1,8,1,0,0,0,0,0,1,1,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1162805,39,8,0,0,0,0,3,19,35,50,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1234759,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3177282,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +2266530,674,2,0,0,0,0,1,4,5,7,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1937826,123,2,53,48,144,252,17,58,98,113,13,"No",0,0.04,0.04,0,"Yes","No","No","Yes","No","No" +1659728,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1281137,180,8,0,0,0,0,2,5,14,20,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1283103,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2254048,2,2,0,12,24,30,3,12,16,27,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1393141,112,2,0,0,0,0,0,0,1,3,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2131023,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1780778,13,8,2,51,82,106,14,35,59,119,16,"No",4,0.69,0.69,0,"No","No","No","Yes","No","No" +1640031,5,8,0,5,9,13,2,6,10,11,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +1730426,145,2,0,0,0,0,0,2,3,4,2,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1872930,42,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1442827,142,52,0,0,0,0,1,1,2,2,2,"No",0,0.95,0.97,0,"Yes","No","No","No","No","No" +2006097,1854,8,2491,3528,9108,15492,1510,5278,11226,15897,944,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1589995,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2966499,16,8,0,8,24,42,4,10,23,36,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2177064,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","No","No","No" +1752643,5,8,0,0,0,0,2,4,5,8,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1429747,59,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1383275,16,8,0,0,0,0,0,0,0,0,2,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1405955,8,9,4,10,16,20,1,6,12,19,3,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1265798,2,8,0,0,2,3,1,2,2,3,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2119712,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1577884,1,8,0,48,48,72,12,24,56,74,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +3257591,9,2,0,0,0,0,5,13,23,34,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1196722,11,4,0,0,0,0,0,0,0,2,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1138900,6,10,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1936082,40,9,18,72,144,204,23,68,160,248,36,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1805788,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +1707344,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2202558,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1434620,130,8,3,100,200,200,21,78,145,254,40,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2269010,896,8,0,0,0,0,2,15,26,42,7,"No",0,0.64,0.83,0,"No","No","No","Yes","No","No" +2235592,6,8,0,0,0,0,1,1,6,12,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3260974,21,8,34,25,25,25,21,38,89,115,18,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1787652,190,2,15,240,460,640,136,161,161,161,82,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +2119982,282,4,21,0,48,96,36,93,185,232,30,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1451909,20,9,0,0,0,0,0,0,10,10,2,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2249786,1702,8,1462,1392,4728,9648,1154,4635,9926,13170,829,"No",0,0.75,0.68,0,"No","No","No","Yes","No","No" +1761640,41,2,2,205,338,475,40,138,268,405,63,"Yes",24,0.66,0.69,0,"No","No","Yes","Yes","No","Yes" +3080164,53,4,0,0,0,0,0,0,0,12,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1642029,75,8,31,46,107,167,21,92,214,346,68,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1539655,682,8,47,799,1999,2299,90,544,1245,2148,171,"No",499,0.65,0.49,0,"No","No","No","Yes","No","No" +1776679,0,4,0,18,30,42,8,12,21,28,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +1302134,13,4,17,16,32,48,26,90,175,229,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1569912,36,4,0,1,1,1,1,29,34,40,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1353868,10,8,0,0,0,0,0,1,3,5,1,"No",0,0.99,0.82,0,"No","No","Yes","No","No","No" +1726201,0,8,0,26,39,65,1,13,22,34,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3141574,7,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.39,0,"No","No","No","Yes","No","No" +1592083,11,2,0,0,0,0,0,1,1,2,1,"No",0,1,0.87,0,"Yes","No","No","Yes","No","No" +2947255,903,10,739,2760,5340,8400,702,2670,5275,8067,675,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1211536,0,9,0,3,4,5,0,1,2,4,1,"No",0,0.86,0.69,0,"No","No","No","Yes","No","Yes" +2096504,6,9,0,12,24,33,5,16,40,54,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +3261036,5,2,0,0,0,0,1,3,3,3,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1147839,5,8,0,0,0,0,0,0,0,3,1,"No",0,0.99,0.98,0,"No","No","No","No","No","No" +2161369,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +2824656,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.84,0,"Yes","No","No","Yes","No","No" +1363439,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1327597,3,2,0,1,1,1,0,0,0,0,0,"No",0,0.59,0.59,0,"Yes","No","No","Yes","No","No" +3190769,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2145064,404,8,192,1880,3530,5510,452,1618,2865,3949,442,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1178793,18,8,0,0,0,0,0,0,6,6,0,"No",0,0.47,0.62,0,"No","No","No","Yes","No","No" +2239047,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3118520,6,9,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2880858,14,8,15,0,17,17,2,10,24,37,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1964307,0,2,0,16,16,16,0,0,0,0,1,"No",0,0.07,0.07,0,"Yes","No","Yes","Yes","No","No" +2959104,34,4,0,8,18,24,4,14,40,62,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3100985,493,8,0,0,0,0,10,26,46,100,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1198394,7,8,0,0,6,10,0,4,8,12,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1379323,99,2,0,0,0,0,2,8,12,22,2,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +3176337,9,NA,0,0,0,0,3,12,32,46,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1474736,107,2,63,681,1437,2301,209,569,1036,1330,9,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +1995625,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2940407,40,8,0,0,0,20,2,12,17,43,5,"No",0,0.66,0.6,0,"No","No","Yes","Yes","No","No" +1593931,52,NA,0,0,0,0,5,13,38,74,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3049231,9,2,0,0,6,12,0,11,20,26,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1639721,1,8,0,1,3,4,0,1,2,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3123252,18,3,0,0,0,0,0,0,3,6,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1244223,6,2,0,0,0,0,1,2,2,2,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +2176611,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3040089,157,8,0,0,0,0,1,9,16,23,2,"No",0,0.89,0.94,0,"No","No","Yes","Yes","No","No" +2050170,53,2,0,0,0,0,0,2,3,7,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1184063,490,8,36,858,1579,2335,200,687,1453,2468,186,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2102294,6,8,0,14,33,51,3,15,25,35,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1210894,0,5,0,6,7,8,0,0,0,0,0,"No",0,0.64,0.67,0,"No","No","Yes","Yes","No","No" +1628687,606,3,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1872309,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.24,0,"No","No","Yes","Yes","No","No" +1149011,509,8,23,615,1220,1825,195,669,1287,1907,204,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3055856,469,NA,0,0,0,0,3,7,79,109,18,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1688850,83,8,0,0,0,0,0,0,0,0,1,"No",0,0.51,0.47,0,"No","No","No","Yes","No","No" +1946802,2,8,0,12,12,12,1,5,13,18,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1181981,2,2,0,0,0,0,1,2,2,2,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +2118114,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1693113,11,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1302947,3,12,0,12,16,24,3,12,19,25,0,"No",0,0.87,0.59,0,"No","No","No","Yes","No","Yes" +2213715,1,2,0,3,6,8,1,2,6,10,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","Yes" +1304502,5,12,0,4,7,16,0,7,20,26,5,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1622110,0,2,0,34,34,52,0,0,0,0,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +1314844,159,12,20,270,495,585,69,190,407,725,61,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3017932,1302,12,234,1000,2386,3835,673,1871,3675,5615,332,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2959738,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3131434,9,8,0,0,0,3,4,8,12,17,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1382091,7,8,2,105,140,210,9,43,99,157,38,"No",0,0.82,0.82,1,"No","No","No","Yes","No","Yes" +3155287,13,NA,0,0,0,0,0,2,3,3,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1170748,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2225240,6,2,0,0,0,0,0,1,1,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3274131,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1591619,2,2,0,22,46,70,5,14,23,31,3,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1362018,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1151628,15,12,0,0,6,6,2,4,9,17,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2972434,418,2,0,0,0,0,2,18,25,31,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3225061,60,52,0,0,0,0,3,9,30,51,5,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2897147,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1564691,98,12,5,112,112,112,18,74,136,238,49,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1501189,6,8,0,0,0,0,0,2,2,2,0,"No",0,0.22,0.1,0,"Yes","No","Yes","Yes","No","No" +2303521,346,NA,31,0,0,0,144,617,1468,1782,168,"No",0,-99,-99,0,"No","No","No","No","No","No" +1643957,1,12,0,1,1,1,0,0,1,2,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1560241,0,8,0,9,13,17,2,6,13,24,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","Yes" +1461347,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2019330,110,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2987434,53,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3007006,213,8,0,50,50,50,0,0,0,0,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3036843,94,NA,40,0,0,0,50,126,341,583,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2107177,23,8,6,51,63,69,4,10,27,45,19,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2968462,0,2,0,229,329,329,3,3,3,3,28,"No",0,0.72,0.72,16,"Yes","No","No","Yes","No","Yes" +3058760,590,8,4,0,0,0,22,40,104,233,107,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3228685,19,8,0,0,0,0,3,7,16,25,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1253930,0,2,0,3,3,3,0,0,0,0,0,"No",3,0.56,0.56,0,"Yes","No","No","Yes","No","Yes" +3022766,1,8,0,0,0,0,0,1,1,1,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +3252423,431,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1293927,57,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1759685,31,8,0,0,12,16,6,14,33,49,4,"No",0,0.66,0.35,0,"No","No","Yes","Yes","No","No" +1671888,71,NA,1,0,0,0,18,37,75,129,18,"No",0,-99,-99,0,"No","No","No","No","No","No" +3098157,21,4,0,0,0,0,3,4,12,15,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1484912,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3154772,6,12,0,0,0,4,2,2,2,6,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1790913,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3271009,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +2109110,64,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3152602,6,8,2,29,49,61,2,10,26,41,5,"No",0,0.62,0.67,0,"No","No","No","Yes","No","No" +2102425,3,8,0,12,22,30,5,14,24,48,4,"No",1,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3154066,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2045134,6,8,0,0,4,7,0,2,6,8,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1310002,0,8,0,5,6,6,0,0,0,0,0,"No",2,0.1,0.13,0,"No","No","No","Yes","No","No" +1904328,24,9,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3041421,152,8,0,0,0,0,4,32,55,89,0,"No",0,0.57,0.67,0,"No","No","No","Yes","No","No" +1550540,39,8,0,0,0,0,2,3,4,6,1,"No",0,0.84,0.82,0,"Yes","No","No","Yes","No","No" +1328482,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1844058,1,9,0,0,0,0,0,1,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2987369,23,NA,0,0,0,0,0,0,0,2,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1910222,39,12,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1223573,201,4,265,225,510,594,67,548,1011,1398,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2996226,7,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2267483,330,NA,0,0,0,0,1,22,114,157,43,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1798512,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3244740,10,2,0,0,0,0,0,1,2,5,1,"No",0,0.8,0.71,0,"Yes","No","No","Yes","No","No" +1459916,177,8,3,0,55,110,19,71,174,289,36,"No",0,0.97,0.84,0,"No","No","No","Yes","No","No" +1406086,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1531807,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.65,0,"Yes","No","No","Yes","No","No" +3109409,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1141406,6,12,0,0,0,0,0,1,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2001270,77,12,32,2,45,71,24,67,118,120,21,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3050244,49,52,1,0,0,0,1,7,15,23,2,"No",0,0.77,0.84,0,"Yes","No","No","No","No","No" +1432378,-16,6,29,83,112,112,26,96,214,270,39,"No",0,0.78,0.78,16,"No","No","No","Yes","No","Yes" +1481199,13,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2100634,3,2,0,8,12,20,0,5,14,27,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2027616,120,8,0,0,0,0,4,7,15,22,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2285961,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1587286,25,8,0,0,0,0,0,3,5,9,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3076889,10,8,0,0,0,0,2,3,9,15,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2113457,136,8,18,350,575,807,69,258,534,793,84,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1950726,1,8,17,248,378,514,48,145,296,450,36,"No",11,0.73,0.73,9,"No","No","Yes","Yes","No","Yes" +3202681,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2822452,1360,4,0,0,0,0,5,5,16,23,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1650851,249,NA,0,0,0,0,0,0,7,15,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1435936,27,12,0,0,0,0,2,4,5,11,1,"No",0,0.71,0.71,0,"Yes","No","No","Yes","No","No" +1904793,7,4,0,0,0,0,0,5,9,15,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1457830,2,8,8,146,264,374,54,150,285,398,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +2058336,9,12,0,0,0,0,2,2,3,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3041401,258,8,163,540,1050,1620,167,530,1012,1547,172,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1858587,78,8,0,33,61,89,9,29,76,135,29,"No",5,0.86,0.88,0,"No","No","No","Yes","No","No" +1952589,5,8,0,0,0,1,1,2,4,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2184291,212,9,0,0,0,0,9,25,77,110,14,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2054775,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1733858,87,8,9,88,163,238,42,121,211,328,129,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3280199,397,12,12,0,2500,2500,32,140,369,718,68,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1407634,2,8,0,4,7,11,0,2,7,13,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3282836,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1422366,59,17,0,0,0,0,0,0,4,17,9,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1693258,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1513577,75,8,7,40,88,133,17,49,108,174,19,"No",13,0.72,0.72,0,"No","No","Yes","Yes","No","No" +1948789,58,2,0,0,0,0,1,5,6,12,0,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +2158594,5,8,0,0,0,0,1,1,4,4,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1548265,10,3,0,0,0,8,3,4,4,6,1,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2180973,22,16,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","No" +1240664,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.39,0.17,0,"Yes","No","No","Yes","No","No" +1648966,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1167914,1,2,1,0,0,0,1,3,5,5,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","Yes" +3069768,1451,4,0,0,0,0,5,18,67,83,3,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2294946,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1656809,11,9,0,0,0,0,2,3,5,11,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1377924,16,8,0,0,0,8,3,6,7,9,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1184332,24,8,0,0,0,0,1,2,3,4,2,"No",0,0.07,0.33,0,"No","No","No","Yes","No","No" +1842853,939,2,434,2000,4000,5750,436,1836,3903,6598,245,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2017403,14,12,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1211221,108,0,0,0,0,0,1,4,7,11,1,"No",0,0,0,0,"No","No","No","No","No","No" +2000669,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1301401,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3084338,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +2019338,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1346661,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1682582,93,12,2,21,42,42,14,35,78,184,51,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +3136255,7,4,0,0,0,0,0,0,0,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1722169,278,10,0,0,0,0,1,3,4,5,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2869289,2354,12,930,5070,9170,13670,1204,5138,10260,14607,2300,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2825015,4,2,0,70,110,160,16,45,72,73,0,"No",0,0.53,0.53,0,"No","No","No","Yes","No","Yes" +1951372,23,8,0,0,0,0,5,8,22,40,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1312237,-25,8,159,1600,2400,3280,534,1129,1725,2616,601,"No",0,0.91,0.9,137,"No","No","No","Yes","No","Yes" +2200486,35,8,36,1152,2028,3228,312,1142,2100,2841,238,"No",0,0.31,0.18,22,"No","No","No","Yes","No","Yes" +2890686,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.62,0.81,0,"No","No","No","Yes","No","No" +1400031,6,2,0,8,14,20,1,7,13,19,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2831771,151,3,0,0,0,0,24,24,30,35,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1151298,1,8,0,16,26,38,8,15,25,33,5,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +3073265,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1845456,2,10,0,12,17,22,1,8,11,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1187552,2,9,0,3,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1413221,27,4,0,17,27,37,6,20,71,94,0,"No",0,0.11,0.08,0,"No","No","No","Yes","No","No" +2135102,287,9,0,0,0,0,2,3,5,8,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +3238006,13,9,0,5,15,25,4,10,22,32,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3148959,173,8,0,160,160,320,22,78,162,265,30,"No",0,0.97,0.85,0,"No","No","No","Yes","No","No" +1272983,0,8,0,4770,5568,6012,0,0,0,0,0,"No",0,0.97,0.8,0,"No","No","No","Yes","No","Yes" +3268156,2,8,0,9,21,33,1,5,13,20,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1565658,3,2,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1554412,2,8,0,0,0,1,1,1,2,3,1,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1786857,37,8,0,0,0,0,0,0,1,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2070538,1,2,0,13,21,29,6,12,24,49,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1964750,0,16,13,13,39,52,5,25,38,50,3,"No",0,0.38,0.44,0,"No","No","No","Yes","No","Yes" +1509802,99,14,0,1500,1500,1500,13,59,116,168,14,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2172688,69,8,0,0,0,0,3,15,42,81,58,"No",0,0.95,0.95,0,"No","No","No","No","No","No" +2159342,27,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2058430,0,12,0,5,5,5,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","Yes","Yes","No","No" +1709028,129,2,0,0,0,0,5,26,31,31,4,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +1441582,64,4,0,0,0,0,2,5,17,19,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1339037,12,8,0,0,0,0,0,4,5,13,0,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +2891710,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1215528,20,12,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1825013,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3270403,85,8,0,0,0,0,1,4,6,10,0,"No",0,0.46,0.55,0,"No","No","No","Yes","No","No" +1433689,2,8,0,10,23,33,8,13,24,29,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +3167841,50,9,0,0,0,0,0,0,5,5,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +1814779,592,2,0,246,656,984,68,448,1123,1358,127,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2957575,195,12,0,0,0,0,0,0,5,5,5,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +2205332,0,15,0,7,10,20,0,0,0,0,0,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","No" +1822420,24,8,28,175,315,446,66,166,306,424,35,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +2077159,2,8,0,3,3,4,0,3,5,5,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2941003,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1381883,158,8,33,91,166,280,69,159,321,554,46,"No",0,0.99,0.98,17,"No","No","No","Yes","No","No" +1120627,0,8,0,25,25,37,40,45,50,84,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +1960960,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1265998,76,8,0,0,21,42,4,17,42,63,11,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +2239515,54,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +2869217,527,8,0,0,0,0,5,122,141,261,1,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +2098282,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1168118,5,12,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2835085,2,2,0,3,5,7,1,6,10,10,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2964779,1055,NA,447,0,0,0,599,1683,2917,4497,686,"No",0,-99,-99,0,"No","No","No","No","No","No" +3203884,0,8,0,0,0,0,0,2,16,22,1,"No",0,0.19,0.49,0,"Yes","No","No","Yes","No","No" +1116641,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +1634141,36,8,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2932850,152,8,7,0,0,0,6,29,63,99,21,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1640601,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1178438,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1823279,39,3,24,24,48,72,7,27,52,62,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1244571,36,2,1,632,1168,1752,93,260,421,424,0,"No",64,0.82,0.83,0,"Yes","No","No","Yes","No","Yes" +3043264,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.85,0.84,0,"Yes","No","No","Yes","No","No" +1465611,117,8,96,286,550,790,100,317,600,959,185,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2193120,180,2,4,0,24,24,29,58,75,108,24,"No",0,0.65,0.39,0,"Yes","No","Yes","Yes","No","No" +2077992,266,9,1,0,0,0,8,33,63,97,21,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1702086,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2276685,13,12,0,0,0,0,0,1,2,4,3,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2172400,10,8,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1174006,0,8,0,4,4,4,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","Yes","Yes","No","No" +1821832,8,8,0,0,0,0,0,0,1,2,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1892140,64,10,4,108,144,216,28,81,154,215,31,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3238339,34,14,0,0,0,0,6,20,40,57,11,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +2825051,4,2,0,3,3,3,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +1941051,120,8,16,65,150,255,45,120,278,455,43,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1346486,152,12,136,603,1073,1513,193,516,991,1509,206,"No",13,0.91,0.9,9,"No","No","Yes","Yes","No","No" +1756407,57,8,32,32,64,64,6,27,49,77,29,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2079843,682,8,5,70,499,779,86,209,626,1335,178,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1837070,35,8,0,0,0,0,3,12,20,34,1,"No",0,0.87,0.83,0,"No","No","Yes","Yes","No","No" +2190937,76,8,17,30,90,150,23,71,141,190,32,"No",0,0.92,0.92,0,"No","No","Yes","Yes","No","No" +1237533,1360,8,0,0,0,0,3,5,13,21,5,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1624227,44,8,0,0,0,0,0,4,9,15,9,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +3215738,45,8,0,0,0,0,1,2,2,3,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1619601,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +3220233,6455,8,0,0,0,0,0,0,11,22,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +2301485,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2926723,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1418078,101,2,0,0,100,200,15,54,126,167,31,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1154227,6,8,0,1,2,11,0,1,4,7,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1970431,4,8,0,0,0,0,0,0,0,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2050467,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2081863,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.61,0.61,0,"No","No","Yes","Yes","No","No" +2313110,16,8,0,0,0,0,0,11,22,33,6,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1201783,83,8,2,150,258,378,22,105,211,339,133,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1333115,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1190625,16,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +3000965,17,9,0,0,0,0,1,2,3,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1193516,0,12,0,5,5,5,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","Yes","Yes","No","No" +1663292,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1386141,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2285528,10,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +2865475,68,8,0,0,0,0,0,1,4,5,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1305976,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2987938,14,8,3,0,0,0,2,5,5,5,1,"No",0,0.8,0.79,0,"No","No","Yes","Yes","No","No" +2830780,187,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1587735,26,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1453117,8,8,0,0,0,0,0,0,0,0,2,"No",0,0.25,0.33,0,"No","No","No","Yes","No","No" +1327788,2,12,0,0,1,2,0,1,1,2,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +2110784,142,2,0,192,336,504,51,107,170,184,23,"No",0,0.54,0.33,0,"Yes","No","No","Yes","No","No" +2037536,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1284951,55,2,0,0,0,0,0,0,0,0,3,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +2080387,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1628643,0,8,0,2,3,5,2,2,3,3,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1444658,56,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1901694,1,NA,0,0,0,0,6,12,31,41,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2148432,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1716763,3,2,0,0,1,3,0,0,3,5,2,"No",0,0.92,0.92,0,"No","No","No","No","No","No" 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+1679293,159,52,0,0,0,0,2,8,22,34,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1119701,64,9,2,0,25,50,10,29,51,90,41,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2293760,44,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1821426,6,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2281464,11,8,4,8,23,38,2,10,29,39,0,"No",0,0.84,0.88,0,"No","No","Yes","Yes","No","No" +3109517,2,52,0,0,0,0,0,2,4,5,10,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +1978186,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2292877,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1687325,62,2,0,0,60,60,19,30,51,63,0,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2039280,19,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1446199,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1413737,462,8,15,0,0,0,26,84,207,374,54,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1985436,0,2,0,224,336,448,6,6,6,6,2,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +1780417,3,8,0,0,0,0,1,1,1,2,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2209831,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1773316,-3,8,0,240,240,240,28,47,84,120,3,"No",0,0.5,0.33,3,"No","No","No","Yes","No","Yes" +3137079,5,4,0,2,6,10,2,2,8,15,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2101992,3,2,0,5,10,20,0,5,8,14,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2312718,0,12,0,8,12,16,3,5,8,14,0,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","Yes" +1745004,85,8,0,0,0,0,1,7,24,55,2,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1827671,23,4,0,0,0,0,0,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2918142,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1247670,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1456265,0,2,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.4,0,"No","No","No","Yes","No","No" +2872973,281,8,68,77,185,294,69,166,295,500,53,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2812818,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"Yes","No","No","Yes","No","No" +3148085,70,16,0,0,0,0,0,2,4,5,1,"No",0,0,0.13,0,"No","No","No","Yes","No","No" +1230317,-8,12,0,195,273,351,23,75,158,205,17,"No",0,0.44,0.46,8,"No","No","No","Yes","No","Yes" +3232992,60,2,0,54,54,81,36,54,83,113,17,"No",0,0.25,0.41,0,"Yes","No","No","Yes","No","No" +3068121,28,12,0,0,0,0,0,0,0,10,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2835089,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1926461,5,0,0,0,0,0,1,4,4,9,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1687788,0,2,3,47,72,122,0,0,0,0,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +2836162,0,2,0,6,6,6,0,0,2,2,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2296396,43,3,0,0,0,0,1,8,12,19,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1390709,2,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2941804,2,8,0,1,1,2,0,1,2,3,0,"No",1,0.14,0.12,0,"No","No","Yes","Yes","No","No" +2903260,151,8,0,0,0,0,12,32,32,42,13,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1289148,4,12,0,0,0,0,0,0,0,5,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2203580,45,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1879913,2,8,9,0,5,15,0,14,32,40,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2091977,98,2,40,8,95,95,0,1,1,1,2,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3218896,13,12,0,0,0,6,3,8,22,51,4,"No",0,0.65,0.71,0,"No","No","Yes","Yes","No","No" +1739206,0,12,1,3,5,7,1,2,4,4,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2234358,0,4,0,1,2,2,2,2,3,3,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1407436,15,14,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2308380,16,9,0,0,0,0,1,2,7,14,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3085586,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1624214,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2234325,205,2,0,0,0,0,6,17,38,52,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2238373,69,8,0,0,0,0,0,6,15,16,0,"No",0,0.36,0.44,0,"Yes","No","No","Yes","No","No" +2225533,0,2,0,3,3,3,1,15,16,17,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1397529,14,2,32,0,0,0,5,19,46,53,2,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1343615,110,2,34,88,204,291,33,92,181,330,28,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2123816,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3042540,10,8,0,0,0,0,0,2,3,4,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1320120,50,12,0,115,115,115,11,31,31,31,0,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","No" +1542805,2,8,0,56,88,120,1,30,57,95,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +1922489,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1905782,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2839947,0,2,0,18,18,18,0,0,0,0,0,"No",0,0.46,0.25,0,"Yes","No","No","Yes","No","No" +3200023,52,2,0,0,0,0,0,1,6,14,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1476062,0,12,0,4,5,6,1,3,4,6,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +1153853,51,8,0,0,0,0,1,4,10,18,2,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3036939,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1425731,8,8,0,0,0,0,0,0,1,2,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1373345,3,2,0,1,7,15,1,17,21,25,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2008489,15,8,0,0,0,0,0,2,2,2,0,"No",0,0.84,0.91,0,"Yes","No","No","No","No","No" +2143567,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +3113938,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","No","Yes","No","Yes" +1402827,2,12,0,0,0,1,0,1,1,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3253892,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1388690,0,2,0,39,58,77,8,20,36,63,9,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2279818,36,4,0,0,0,0,0,0,0,0,3,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1941288,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2022745,36,2,0,0,0,0,1,1,6,9,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1690211,11,8,0,0,0,0,0,1,2,2,0,"No",0,0.59,0.82,0,"No","No","No","Yes","No","No" +1193340,181,52,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3183784,12,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1317982,12,2,0,12,12,12,7,15,18,18,0,"No",1,0.26,0.32,0,"Yes","No","No","Yes","No","Yes" +1840196,356,8,5,0,0,0,5,30,97,132,17,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2187868,35,NA,0,0,0,0,2,10,17,27,7,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2218341,2,4,2,0,1,1,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1798293,6,8,0,75,119,152,9,48,90,157,21,"No",0,0,0.19,0,"No","No","No","Yes","No","Yes" +1325600,0,2,0,11,15,23,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +1120713,8,8,0,0,0,7,2,3,7,14,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1963157,-2999,9,0,5809,5809,6175,3,9,9,21,0,"No",0,0.91,0.77,2999,"Yes","No","No","Yes","No","Yes" +1930290,7,8,0,0,6,12,1,3,4,6,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2253667,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1437975,204,8,0,0,0,0,1,5,5,7,15,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1498005,23,9,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1350720,6,2,0,0,6,6,0,0,0,0,0,"No",0,0.53,0.65,0,"Yes","No","No","Yes","No","No" +1697566,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2846051,10,8,7,41,76,111,5,26,56,84,7,"Yes",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2082957,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +2053240,365,8,4,0,0,0,13,50,108,188,25,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1325035,10,9,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +1731336,7,8,0,0,0,0,1,1,3,5,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2175252,57,8,0,0,0,0,2,14,35,52,2,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1968183,385,8,0,0,0,0,0,1,8,40,15,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +3204048,33,52,0,0,0,0,1,2,4,4,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +3046608,34,2,0,30,30,30,0,3,4,4,16,"No",0,0.72,0.69,0,"No","No","No","Yes","No","No" +2992737,6,2,0,12,12,12,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2837422,3,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1247137,5,2,0,5,10,15,0,4,5,6,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1150151,8,12,2,5,5,5,0,0,0,0,1,"No",5,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2166799,194,8,24,240,449,717,103,363,755,1141,73,"No",8,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1880536,55213,2,0,0,0,0,8610,8808,31222,31756,1086,"No",0,1,1,0,"No","No","No","Yes","No","No" +3042266,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3276152,3,9,0,0,0,0,0,0,2,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3274811,1078,12,273,3241,6136,9166,87,340,710,1299,82,"No",198,0.73,0.7,27,"No","No","No","Yes","No","No" +1711563,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1543651,1868,2,461,1212,1839,3093,260,815,1712,3413,318,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +2266640,16,8,0,0,0,0,0,7,8,10,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3283909,346,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1173145,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1711306,14,2,0,9,9,9,13,21,31,60,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +2048820,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1861193,0,8,0,18,18,18,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","No","No","Yes" +1680496,7,8,0,0,0,0,0,0,3,6,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1144083,196,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","Yes","Yes","No","No" +2005416,3,8,0,61,61,61,0,0,1,4,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2071876,2,3,0,5,9,13,4,6,12,19,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2042440,463,8,0,648,1184,1632,195,642,1332,2087,89,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1821445,3,12,0,0,0,0,0,1,1,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3260566,3,8,0,1,1,3,0,0,2,3,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +2914900,22,8,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +3201586,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2230709,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1193026,0,4,0,7,7,7,0,0,0,0,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2809441,2,8,0,1,1,2,0,1,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2213500,14,8,0,20,40,40,4,13,25,30,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +3038259,4,2,0,4,8,12,1,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1863824,482,8,0,600,900,900,99,273,529,928,128,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1738916,144,4,0,72,72,144,25,65,133,180,37,"No",0,0.7,0.64,0,"No","No","No","No","No","No" +1613353,653,12,0,0,0,0,0,1,16,17,1,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +2175405,57,0,0,0,0,0,1,5,14,25,1,"No",0,0,0,0,"No","No","No","No","No","No" +2815549,2,8,0,15,30,30,1,5,12,16,0,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +2107460,9,2,0,0,0,4,1,2,2,2,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3073123,291,52,0,0,0,0,5,13,36,55,2,"No",0,0.85,0.85,0,"Yes","No","No","Yes","No","No" +2873185,14,8,1,0,0,8,3,8,19,28,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1587315,0,14,0,12,19,26,6,9,15,20,1,"No",0,0.99,0.88,0,"No","No","No","Yes","No","Yes" +1871841,0,2,0,5,7,10,2,3,7,10,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1644703,0,4,0,19,31,35,0,0,0,0,0,"No",0,0.61,0.61,0,"Yes","No","Yes","Yes","No","Yes" +2091950,1828,8,140,675,2115,3195,385,1212,2589,4018,444,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1162239,12,8,0,0,3,9,1,6,13,27,1,"No",0,0.92,0.76,0,"No","No","No","Yes","No","No" +2052388,12,8,0,0,5,10,1,4,11,25,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2147128,418,52,0,0,0,0,0,0,0,2,2,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2295999,48,2,0,0,0,0,0,1,2,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2863661,8,8,0,111,111,111,0,0,3,6,1,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2283860,4611,3,1811,13140,25500,38820,3558,12392,21945,30175,3105,"No",0,1,1,0,"No","No","No","Yes","No","No" +3128153,155,8,186,390,810,1230,132,409,870,1320,137,"No",30,0.22,0.13,0,"No","No","No","Yes","No","No" +1453961,0,12,0,23,23,24,6,12,14,14,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1969529,10,12,0,11,20,32,3,9,36,57,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2859816,195,12,2,0,0,0,10,26,73,108,24,"No",0,0,0,0,"No","No","No","Yes","No","No" +1479847,32,8,0,60,110,160,13,63,123,177,27,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1292429,0,12,0,7,9,9,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","Yes","Yes","No","No" +3096918,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2186453,14,2,0,300,450,600,73,111,147,150,0,"No",0,0.53,0.52,0,"Yes","No","No","Yes","No","Yes" +3212697,127,2,0,0,0,0,0,0,0,0,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2942651,20,12,0,37,73,109,7,31,82,116,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1441411,53,8,0,0,0,0,3,10,14,21,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1411260,4,8,0,0,0,2,0,1,6,10,2,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1675100,7505,2,0,0,10720,10720,810,4000,8045,12200,1576,"No",0,1,0.88,0,"No","No","Yes","Yes","No","No" +1743012,1527,12,0,0,0,0,36,165,446,602,37,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3064562,12,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.83,0,"No","No","No","Yes","No","No" +1591607,4,8,0,24,36,54,4,14,29,53,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3025567,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2115230,5,2,0,0,0,0,0,0,0,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2277136,257,12,0,0,0,0,0,3,16,25,1,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2208184,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","Yes","Yes","No","No" +1513710,-3,8,0,17,24,35,5,17,27,33,0,"No",0,0.79,0.66,3,"No","No","No","Yes","No","Yes" +1158091,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2074333,100,4,52,0,50,100,17,51,133,186,34,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1220252,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2137459,126,8,6,72,120,168,27,69,161,288,84,"No",0,0.85,0.79,0,"No","No","No","Yes","No","No" +2135966,438,2,50,600,1200,1750,169,574,1091,1603,200,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1914392,1,2,0,8,14,17,25,59,80,84,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1975972,628,8,284,1450,3050,4650,459,1668,3424,5223,418,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2831327,19,2,0,0,0,0,0,3,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1931228,6,12,0,5,5,10,1,3,8,12,1,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1114935,2,12,0,306,306,518,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","No" +2987522,445,0,15,420,480,480,48,120,257,381,55,"No",0,0,0,0,"No","No","No","No","No","No" +1152494,10,8,0,0,0,0,0,0,2,2,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1748739,13573,8,0,0,0,0,3,42,74,74,5,"No",0,1,0.84,0,"Yes","No","No","Yes","No","No" +1588098,717,NA,36,0,0,0,76,317,643,987,118,"No",0,-99,-99,0,"No","No","No","No","No","No" +1780830,1426,8,455,2520,4620,6920,653,2033,3905,6038,639,"No",200,0.59,0.56,0,"No","No","No","Yes","No","No" +1431062,199,0,26,377,559,767,72,242,455,665,102,"No",0,0,0,0,"No","No","No","No","No","No" +1540185,49,8,0,17,46,75,1,5,42,61,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +2126980,20,2,0,0,0,0,0,0,2,2,1,"No",0,0.75,0.64,0,"Yes","No","No","Yes","No","No" +1213144,12,9,0,0,0,0,1,3,3,3,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1570661,232,8,145,584,1502,2258,548,1558,3080,4351,126,"No",0,0.31,0.41,0,"No","No","Yes","Yes","No","Yes" +1329558,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1143559,17607,52,0,0,0,0,0,0,5,44,0,"No",0,0.64,0.8,0,"Yes","No","No","No","No","No" +3160960,21,4,0,0,0,0,0,1,6,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2866124,599,12,2,222,222,280,118,231,400,1149,68,"No",222,0.73,0.79,0,"No","No","No","Yes","No","No" +3174064,5,8,0,0,0,0,0,0,0,0,3,"No",0,0.89,0.93,0,"Yes","No","No","Yes","No","No" +1209478,95,NA,0,0,0,0,0,2,4,5,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1331005,0,2,6,13,31,47,0,0,0,0,0,"No",0,0.38,0.52,0,"No","No","No","Yes","No","No" +3087285,75,8,0,0,0,0,0,0,24,34,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1487876,315,2,80,0,0,0,3,12,34,44,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1913861,347,4,5,936,1656,2520,346,1157,2064,2854,192,"No",0,0.7,0.64,0,"No","No","No","No","No","No" +1374963,5,8,0,20,20,20,3,7,11,17,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3127672,6,2,1,6,12,18,2,5,9,19,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2990583,224,8,0,0,0,0,4,12,16,36,8,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +3155181,5,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1292800,-1,13,0,0,2,2,6,6,6,6,2,"No",0,0.76,0.79,1,"No","No","No","Yes","No","No" +1319443,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1987544,1,8,0,1,1,2,0,1,1,2,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1888964,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1837453,14,8,3,29,47,65,5,18,37,63,37,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2228611,11,8,6,8,24,36,5,20,35,60,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2054669,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1662788,9,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1527327,4,8,0,30,39,57,14,21,37,60,14,"No",0,1,0.9,0,"No","No","No","Yes","No","Yes" +1144071,8,2,0,0,8,12,3,5,11,16,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2228547,0,12,0,2,4,5,0,1,2,3,0,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","Yes" +2946483,7,4,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1854210,2,2,0,2,4,6,0,2,4,6,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2277269,20,2,0,0,0,0,0,0,0,10,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2965023,11,8,0,0,0,4,0,1,8,8,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2017063,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +1590911,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +3273011,3,9,0,0,0,1,0,0,2,3,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +2184594,10,8,0,0,0,0,0,0,1,6,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1984641,11,2,0,0,0,0,0,5,6,6,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1845576,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1419014,103,0,0,0,0,0,0,1,4,5,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3017107,8,8,0,0,0,0,0,0,0,6,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3125234,24,8,0,0,0,0,1,1,1,3,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1454201,22,8,0,36,36,72,11,17,35,50,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1854779,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1842597,15,4,11,43,66,89,4,51,86,110,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1638801,-1,8,0,25,33,41,9,9,29,36,3,"No",0,0.84,0.77,1,"No","No","No","Yes","No","Yes" +1624158,7,8,0,4,8,12,2,7,15,24,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2941942,40,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1302632,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1263140,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.89,0,"No","No","Yes","Yes","No","No" +3009482,4,9,0,0,2,4,0,0,0,0,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +3238875,76,8,10,99,223,298,41,104,186,292,37,"No",0,0.94,0.82,0,"No","No","No","Yes","No","No" +1884340,3,9,0,4,4,4,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1740635,12,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1244526,134,0,0,154,154,154,20,69,138,221,28,"No",0,0,0,0,"No","No","No","No","No","No" +1327462,4986,8,7520,14400,21600,32400,3312,6613,10547,14541,3016,"No",0,0.84,0.91,1980,"No","No","No","Yes","No","No" +3074875,104,2,24,42,114,170,15,72,137,192,26,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2866205,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3113521,4,8,0,0,0,0,1,1,1,4,0,"No",0,0.93,0.97,0,"Yes","No","No","Yes","No","No" +2142840,30,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3256267,52,9,0,30,70,115,18,46,102,154,19,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2988864,14,4,0,0,0,0,0,1,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1851335,0,2,0,8,8,8,0,2,4,5,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +3045334,7,16,0,0,0,0,1,1,1,1,2,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +1552733,49,8,0,29,66,99,10,28,66,113,24,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1116890,10,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +3240058,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1355399,190,2,64,362,622,994,182,435,824,1135,91,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1150405,4,8,0,10,30,50,7,20,37,51,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +2252881,1,3,1,1,2,3,0,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1778893,16,2,0,100,100,200,15,42,89,115,0,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +1993037,3,3,0,6,6,6,5,14,15,15,0,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","Yes" +3134534,25,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2900594,2,2,0,2,6,10,2,4,13,22,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1735769,0,9,0,2,3,4,0,0,2,4,1,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1119383,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +2294596,19,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1523046,28,15,0,0,10,20,10,23,34,37,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +1500800,0,9,0,1,1,1,0,0,1,3,1,"No",0,0.43,0.45,0,"Yes","No","Yes","No","No","Yes" +1993988,125,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1837479,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +2243609,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2249486,101,8,0,0,0,0,3,3,4,4,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1454857,0,8,0,62,102,142,11,31,62,96,19,"No",0,0,0.5,0,"No","No","Yes","Yes","No","Yes" +2984110,40,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1582877,4,3,0,6,9,9,4,5,5,5,0,"No",0,0.52,0.41,0,"Yes","No","Yes","Yes","No","Yes" +2931173,4,12,0,1,2,4,0,2,3,4,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +2104170,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2802774,27,2,0,0,0,0,0,0,5,5,0,"No",0,0.95,0.91,0,"Yes","No","No","Yes","No","No" +2072422,0,2,0,35,46,46,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1779369,17,12,1,0,4,4,1,3,6,14,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3262179,14,4,0,0,0,0,3,4,4,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1665564,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2149705,7,8,0,9,27,48,2,6,6,6,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1492047,1,52,0,0,0,0,0,0,0,0,9,"No",0,0.74,0.84,0,"Yes","No","Yes","Yes","No","No" +1496697,70,8,0,0,0,0,12,23,39,58,5,"No",0,0.99,0.75,0,"Yes","No","No","Yes","No","No" +3091049,0,8,56,0,0,0,3,3,3,3,0,"No",0,0.32,0.63,0,"No","No","No","Yes","No","No" +1781948,2,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1245262,-15,NA,0,0,0,0,23,83,248,440,52,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1557948,37,2,0,168,168,252,9,45,99,130,0,"No",0,0.02,0.1,0,"No","No","No","Yes","No","Yes" +3142333,422,NA,0,0,0,0,2,6,12,22,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3183265,450,12,0,0,234,462,165,364,739,1173,33,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1330218,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1537329,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1136063,23,8,0,2,2,2,0,2,14,29,19,"No",0,0.55,0.7,0,"No","No","No","Yes","No","No" +3218530,10,8,0,0,0,0,0,0,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2117621,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2906045,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2180781,47,2,30,45,95,165,33,83,137,156,36,"No",0,0.4,0.65,0,"Yes","No","No","Yes","No","No" +2909553,1,8,1,1,2,3,1,1,3,4,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2940202,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1633289,32,8,0,0,0,20,3,17,35,49,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2136837,7,2,0,0,0,0,0,2,2,2,1,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +1928865,987,8,1,46,373,708,61,647,1283,1980,81,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1568369,1,8,0,7,10,16,1,5,8,10,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1791109,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +2836309,242,8,5,75,150,150,21,63,209,352,34,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2068464,243,8,40,72,78,204,89,153,177,219,108,"No",0,0,0.2,0,"No","No","No","Yes","No","No" +1954534,6,2,0,32,48,80,10,21,34,46,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1810252,7,52,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.96,0,"Yes","No","No","No","No","No" +2103615,0,NA,0,0,0,0,0,0,1,1,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +2083776,253,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.67,0,"No","No","No","Yes","No","No" +1901547,398,12,0,0,0,0,0,0,0,2,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2919773,95,8,0,0,0,0,0,0,1,2,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3136919,2,8,0,40,40,40,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1937460,3,8,0,0,0,0,2,6,8,8,0,"No",0,0.93,0.9,0,"Yes","No","No","Yes","No","No" +2902998,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1884525,4,2,0,0,2,4,0,2,3,5,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1642051,74,8,0,0,0,0,1,3,6,8,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1301928,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.53,0,"No","No","No","Yes","No","No" +3264832,20,12,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.67,0,"No","No","No","Yes","No","No" +1303787,67,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1507245,0,2,0,100,100,100,0,0,0,0,2,"No",0,0.27,0.12,0,"Yes","No","Yes","Yes","No","Yes" +2239179,530,4,3,0,0,64,21,55,229,255,35,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1781602,4,9,0,0,1,3,1,2,2,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2966600,0,2,0,0,14,15,0,0,0,0,0,"No",0,0.98,0.6,0,"No","No","Yes","Yes","No","No" +1829679,6,8,0,0,0,0,0,0,2,6,0,"No",0,0.44,0.63,0,"Yes","No","No","Yes","No","No" +3093799,6,12,0,0,0,0,0,1,1,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1299603,312,8,24,100,200,400,56,160,373,598,77,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2025494,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2847944,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1856226,12,8,0,0,0,0,0,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1449769,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1267228,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1811451,6,8,0,8,24,32,9,14,24,39,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2297912,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2869413,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1483454,379,2,3,0,500,500,36,121,628,774,63,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1855984,20312,NA,0,0,0,0,0,4,4,4,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2251610,6,8,0,0,0,0,1,4,4,4,0,"No",0,0.07,0.22,0,"No","No","No","Yes","No","No" +3014106,130,8,2,96,192,192,27,75,179,307,30,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1618692,17,8,0,0,0,0,1,1,1,2,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1334428,28,3,0,100,200,200,24,92,134,175,8,"No",0,0.5,0.39,0,"No","No","No","Yes","No","Yes" +2951711,1,8,0,1,3,4,0,1,3,3,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1800857,7,8,0,774,1260,1733,166,530,1056,1552,170,"No",0,0.57,0.74,12,"No","No","Yes","Yes","No","Yes" +1711032,1,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +2922213,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1892527,16,2,0,30,70,110,8,25,52,68,7,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3232685,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.35,0.36,0,"Yes","No","No","Yes","No","No" +1129009,-3,12,0,3,3,3,3,4,4,4,0,"No",0,0.62,0.73,3,"No","No","No","Yes","No","Yes" +3096207,189,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1151769,483,8,138,506,1518,1518,138,442,876,1350,149,"No",0,1,1,0,"No","No","No","Yes","No","No" +1120824,2,3,0,10,15,20,4,10,15,23,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1867594,2,13,0,18,35,51,6,19,28,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2813483,7790,2,7,0,0,0,88,192,250,457,34,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2284246,19,8,0,0,0,0,0,2,4,10,1,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1520648,42,2,0,0,0,0,2,3,3,11,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1774947,20,8,0,110,175,240,31,42,96,142,10,"No",0,0.95,0.94,0,"No","No","No","Yes","No","Yes" +1436910,31,8,0,31,79,113,17,46,81,151,3,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +3114918,10,9,0,0,24,24,1,10,21,28,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1197590,19,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2844928,9,9,0,0,0,0,0,1,20,21,4,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1966109,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1797367,16,9,0,0,0,0,0,0,1,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2980014,27,8,0,12,36,48,5,25,53,101,13,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3221290,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1567636,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2964093,7,12,0,0,2,6,2,4,6,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1450631,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2024589,6,8,0,2,3,4,0,1,4,6,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1606169,3,2,0,0,0,0,1,2,3,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1876928,11474,NA,0,0,0,0,8,29,44,60,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1835363,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +3167501,30,9,0,0,0,0,1,1,2,3,1,"No",0,0.54,0.48,0,"No","No","Yes","Yes","No","No" +1599923,0,8,0,90,168,252,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2893526,595,10,33,585,945,1350,236,551,919,1798,145,"No",0,0.81,0.84,0,"No","No","No","Yes","No","No" +1406954,1594,8,34,0,0,0,53,169,413,686,64,"No",0,0.73,0.6,0,"No","No","No","Yes","No","No" +2305912,-6,10,19,792,984,1272,135,565,894,1199,196,"No",0,0.77,0.85,15,"No","No","No","Yes","No","Yes" +3185873,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2810462,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1559860,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1372675,76,8,405,0,0,400,60,193,295,439,60,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3216198,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +3156111,116,2,0,0,0,0,0,5,16,18,0,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +2008521,131,8,0,0,0,0,3,4,5,11,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2037407,41,8,0,60,110,160,17,42,81,120,23,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1378383,501,8,12,750,1610,2580,280,999,2183,3313,130,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1488123,2,2,0,6,10,12,2,5,7,10,2,"No",0,0.6,0.58,0,"No","No","No","Yes","No","No" +1366041,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1382982,293,8,176,507,1060,1534,157,540,1009,1492,176,"No",0,1,1,0,"No","No","No","Yes","No","No" +1619686,1,3,0,6,12,20,5,10,15,23,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1210006,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3148671,73,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2026399,2,12,2,185,185,185,3,5,8,13,1,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","Yes" +1844646,11,8,0,0,16,16,0,5,11,13,5,"No",0,0.95,0.87,0,"No","No","No","Yes","No","Yes" +1951510,0,4,0,10,14,14,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3240005,0,2,2,1,2,4,2,3,3,3,0,"No",0,0.82,0.84,0,"No","No","Yes","Yes","No","No" +1644655,15,2,0,35,53,80,4,18,31,35,0,"No",0,0.43,0.23,0,"Yes","No","Yes","Yes","No","No" +1770988,-53,NA,0,0,0,0,0,0,10,19,26,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1564565,22,2,11,22,33,44,12,31,62,73,3,"No",0,0.84,0.88,0,"Yes","No","No","Yes","No","No" +2944353,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.84,0,"No","No","No","Yes","No","No" +2188575,7,9,0,0,0,0,0,0,0,0,7,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1823681,151,3,0,96,288,384,38,128,241,266,60,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2805018,13,8,0,0,0,0,1,3,10,15,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1826726,685,8,155,300,756,1236,220,538,1034,1603,316,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1715519,451,2,270,734,1510,2379,277,848,1540,2120,328,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2098155,2,4,0,15,15,30,3,8,11,15,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1691535,2,2,0,2,3,3,0,2,2,2,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3069479,58,8,9,44,66,88,16,43,92,163,31,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1364002,10,2,0,0,0,0,2,7,14,14,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +1752181,136,8,0,0,0,0,2,11,12,17,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2049913,12,2,0,0,0,0,0,2,2,2,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1696963,138,8,6,0,0,0,10,27,53,84,14,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1894153,-23,8,0,173,341,552,53,192,406,548,38,"No",0,0.09,0.17,23,"No","No","No","Yes","No","Yes" +1878793,0,8,0,1,1,2,0,1,1,2,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1436656,13,8,0,0,0,0,2,3,8,9,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2242755,7,12,0,2,2,2,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2096646,190,2,0,0,0,0,0,0,1,5,0,"No",0,0.88,0.66,0,"Yes","No","No","Yes","No","No" +2892601,846,12,13,45,526,1097,48,130,320,1036,109,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +1161678,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +3270227,0,2,0,3,3,3,0,0,0,1,0,"No",0,0.64,0.64,0,"Yes","No","Yes","Yes","No","No" +1873165,480,8,0,0,0,0,0,0,0,0,11,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1311798,36,12,0,6,15,27,2,6,21,36,3,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2212234,131,8,0,0,0,0,2,11,22,31,9,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1201338,11,8,0,10,24,41,1,11,15,22,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1768456,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.71,0,"Yes","No","No","No","No","No" +2954778,31,8,21,58,98,146,12,43,92,132,20,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3038784,224,8,36,95,323,494,84,213,490,735,346,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +1401839,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1468213,1937,13,734,3150,5600,8400,1035,3119,6284,9601,839,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1114912,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3270529,50,2,0,0,0,0,1,2,12,17,1,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1198639,15,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2213592,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2020948,117,5,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1537279,6,NA,0,0,0,0,0,2,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1438286,32,4,15,124,220,329,52,125,225,324,24,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2235010,14,NA,14,0,0,0,0,7,11,17,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2906810,0,12,0,3,3,4,3,5,7,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1834141,30,8,0,18,18,22,0,3,7,10,1,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1117309,112,2,0,0,0,0,13,513,513,513,0,"No",0,0.86,0.79,0,"Yes","No","No","Yes","No","Yes" +2151335,164,2,0,350,550,850,102,263,491,677,91,"No",0,1,1,0,"No","No","No","Yes","No","No" +1231410,3,8,0,0,2,3,0,1,3,5,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1726888,3,4,0,0,1,2,1,1,6,8,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +2128286,0,8,0,4,4,6,1,2,4,4,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +3270682,57,2,0,0,0,0,2,2,4,7,2,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2173684,1,8,0,4,6,8,2,5,6,7,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","Yes" +3133110,106,8,0,0,0,0,0,1,1,2,2,"No",0,0.1,0.08,0,"No","No","No","Yes","No","No" +1804600,2,8,3,2,2,4,1,3,5,9,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1886789,162,8,1,0,0,0,8,34,74,136,24,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2815426,38,2,7,350,350,350,24,76,115,183,22,"No",0,0.5,0.52,0,"Yes","No","Yes","No","No","No" +2280838,85,8,0,0,0,36,6,28,41,55,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2308668,715,NA,0,0,0,0,0,0,4,4,94,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1840952,44,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1715908,240,8,16,150,380,581,73,251,510,873,84,"No",0,0.85,0.68,0,"No","No","No","Yes","No","No" +3087517,17,8,0,0,6,14,2,8,11,11,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1307284,12,10,0,0,0,4,1,4,9,13,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2087662,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.25,0.25,0,"Yes","No","No","No","No","Yes" +3140307,10,4,0,0,0,0,1,1,1,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1364034,153,2,77,194,344,556,75,250,479,669,76,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1600208,14,8,0,6,16,34,16,36,64,90,12,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1887600,0,2,0,4,16,16,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","Yes" +1159310,77,9,2,0,21,42,12,30,63,102,19,"No",0,1,1,0,"No","No","No","Yes","No","No" +1214148,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +2051250,90,12,0,0,0,0,2,5,11,18,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1208873,747,8,0,0,0,0,3,25,41,63,5,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1986255,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2313798,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +2919013,11,4,0,0,0,0,0,0,1,3,2,"No",0,0.23,0.19,0,"No","No","No","Yes","No","No" +1720796,0,12,0,4,6,7,1,3,3,6,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +1719439,95,2,0,172,387,645,44,147,229,300,63,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +1226465,0,2,0,75,136,186,0,0,0,0,17,"No",0,0.99,0.95,0,"No","No","No","Yes","No","Yes" +1200592,2,8,0,0,0,0,2,3,10,13,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2939941,62,8,4,32,74,116,16,50,94,157,15,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +1296710,1,9,0,0,1,2,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1704141,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1570073,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1229056,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1122741,-30,8,0,360,360,540,0,110,398,773,125,"No",0,0.15,0.15,30,"No","No","No","Yes","No","Yes" +1488962,66,8,0,0,0,0,1,11,22,30,1,"No",0,0.37,0.74,0,"No","No","No","Yes","No","No" +1898057,208,4,13,518,728,812,55,152,305,522,52,"No",0,1,1,0,"Yes","No","No","No","No","No" +1288907,0,12,0,27,42,54,5,17,31,48,11,"No",4,0.62,0.73,0,"No","No","Yes","Yes","No","Yes" +3062375,226,8,271,630,1008,1386,364,720,1074,1386,305,"No",0,0.81,0.78,8,"No","No","No","Yes","No","No" +1337005,26,8,0,0,0,0,6,9,18,22,13,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3078023,3,12,0,0,0,0,1,1,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1765041,1,9,0,4,7,10,0,10,11,12,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +2246669,-346,2,0,17815,28225,38983,2684,7739,15726,15732,2410,"Yes",0,0.73,0.68,492,"Yes","No","Yes","Yes","No","Yes" +2032919,0,4,20,0,0,5,0,38,63,75,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1786182,6,8,0,0,12,12,1,5,8,12,3,"No",0,0.88,0.9,0,"No","No","Yes","Yes","No","No" +1291609,11,8,0,12,36,54,1,17,37,48,3,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1269799,178,NA,11,0,0,0,72,230,492,807,129,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2031477,2,8,0,24,48,60,7,18,38,57,7,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2147295,1,8,0,4,4,4,0,1,1,1,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1345093,40,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1196702,7,8,0,0,0,0,1,2,2,2,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2315579,9,8,0,0,0,0,1,3,7,15,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +2943168,15,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3232749,0,12,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +2876055,6,8,0,2,4,8,0,2,6,9,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1142174,19,NA,0,0,0,0,2,2,9,12,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1544171,9,2,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +2068911,2747,8,0,0,0,0,0,2,2,2,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1644767,2,8,0,0,0,1,0,1,1,1,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2086279,1099,8,259,4150,8850,12300,1010,3407,7455,11865,1658,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2986553,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1596760,1,12,3,510,510,706,49,215,430,633,42,"No",0,0.52,0.41,11,"Yes","No","No","Yes","No","Yes" +2088299,58,8,0,0,0,0,3,13,29,48,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1672738,6,2,0,20,20,40,0,1,1,1,1,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1831695,4910,52,0,0,0,0,0,5,6,26,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1609532,90,9,39,18,34,66,23,75,122,151,15,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2270066,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2117565,175,8,5,0,0,280,10,50,114,167,32,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3139386,4,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1932441,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.91,0,"Yes","No","No","Yes","No","No" +1349342,0,8,0,1,1,1,1,1,1,1,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +2177388,3,8,0,0,1,2,0,1,3,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1206814,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3047342,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.79,0,"No","No","Yes","Yes","No","No" +1814937,0,8,0,0,20,40,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1552659,6,2,0,2,8,8,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1738836,165,2,9,100,100,200,13,60,148,213,44,"No",0,0,0.55,0,"No","No","No","Yes","No","No" +1493168,6,8,0,2,7,12,2,7,10,12,6,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1249569,4,8,0,8,12,21,5,10,17,30,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1127182,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1226312,5,11,0,20,44,64,5,33,52,67,4,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +3151214,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1621468,10,8,0,0,0,0,0,0,3,4,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2304317,86,8,19,30,66,138,15,52,118,183,26,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1617861,2,2,0,3,8,16,2,16,21,26,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +3117810,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.75,0,"No","No","No","Yes","No","No" +1217236,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1655959,29,2,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.66,0,"Yes","No","Yes","Yes","No","Yes" +1168466,28,2,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1801808,37,52,0,0,0,0,0,1,1,2,0,"No",0,0.95,0.96,0,"Yes","No","No","No","No","No" +2913147,4,2,0,0,0,0,0,1,2,3,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1691417,216,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1527996,-3,2,0,16,20,20,13,36,39,39,0,"No",0,0.62,0.62,3,"No","No","No","Yes","No","Yes" +2082088,15,9,0,0,0,0,0,0,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2139814,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1286105,15,9,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2952719,3,8,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1892192,2,12,0,1,3,5,0,2,2,4,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1768186,0,8,0,4,6,8,1,3,3,4,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +1844021,0,2,0,0,0,0,6,32,34,34,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2940877,140,4,97,61,157,230,4,40,164,231,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1242574,95,8,0,0,48,96,12,35,61,61,6,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +3262514,8,52,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.73,0,"Yes","No","No","No","No","No" +1661601,3,2,3,6,6,6,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1920333,1833,8,1009,3130,7090,11050,1627,5462,10978,16774,1465,"No",50,0.61,0.61,12,"No","No","No","Yes","No","No" +2801888,428,10,0,0,0,0,23,73,187,266,34,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +2959954,335,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1477181,199,8,41,253,448,688,77,220,440,702,80,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2899768,4,8,0,0,2,4,0,2,3,3,2,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2213980,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.67,0,"Yes","No","No","Yes","No","No" +2074398,0,2,150,60,90,120,0,0,0,0,12,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +1148321,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2297562,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1978581,0,NA,0,0,13,13,1,6,9,11,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1755086,15,8,0,0,0,0,3,7,17,31,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1965776,3,2,0,0,0,0,1,1,2,3,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2900918,-2,8,0,28,44,60,5,14,26,48,0,"No",4,0.37,0.34,2,"No","No","No","Yes","No","Yes" +1807608,-75,8,35,380,570,700,219,386,528,625,92,"No",0,0.91,0.93,75,"No","No","Yes","Yes","No","Yes" +1620005,43,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1562488,0,8,0,2,2,3,0,1,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2257730,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2302501,13,2,25,210,322,450,44,74,84,84,31,"No",16,0.77,0.85,2,"Yes","No","No","Yes","No","Yes" +2180823,58,2,12,25,55,90,10,34,64,94,25,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +3231869,31,4,0,30,50,80,9,31,44,67,17,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2169365,217,8,0,120,360,480,56,171,330,528,61,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1951375,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2149134,321,8,43,190,514,798,91,347,748,1246,89,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1558858,2,8,2,3,5,6,0,3,6,9,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1931068,550,9,10,875,1075,1590,124,539,781,1089,130,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1954404,1498,8,3,0,0,0,62,230,501,767,82,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1446430,41,2,0,0,0,0,0,1,3,5,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +3006757,38,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1273673,0,9,0,3,4,5,1,2,3,3,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","Yes" +3053755,7570,52,0,0,0,0,21,98,399,671,70,"No",0,0.83,0.84,0,"Yes","No","No","Yes","No","No" +2069541,1304,8,504,1008,2016,2772,300,1068,2303,3548,289,"No",0,1,1,0,"No","No","No","Yes","No","No" +2297670,3,2,0,0,0,1,0,0,1,2,3,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2302873,19,9,0,0,0,0,0,0,2,3,0,"No",0,0.88,0.82,0,"No","No","No","Yes","No","No" +1262631,207,4,73,1047,1959,2775,326,797,1057,1058,135,"No",84,0.62,0.73,0,"No","No","No","Yes","No","Yes" +2224747,0,12,0,15,19,27,3,8,11,19,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1113366,2,8,0,38,55,89,12,41,75,98,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1475711,198,2,0,0,0,0,6,13,23,24,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1741653,29,2,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1768965,764,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1779197,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +1231580,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1625827,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2101300,234,8,162,18,504,846,0,0,0,0,0,"No",0,0.78,0.71,0,"No","No","No","Yes","No","No" +2857104,2,12,0,0,0,0,0,2,3,3,0,"No",0,0.96,0.97,0,"Yes","No","Yes","Yes","No","No" +1584866,154,9,13,66,144,198,39,114,238,360,5,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1621200,1,8,0,19,19,19,4,5,7,7,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +3057924,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1731209,0,2,0,7,7,14,0,0,0,0,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1371595,2,8,0,3,5,8,1,3,6,7,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1809547,7,2,4,56,64,88,26,68,104,106,15,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","Yes" +2083668,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2815990,102,8,0,0,0,0,3,10,24,42,10,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1423145,1,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.37,0,"No","No","No","Yes","No","No" +1276806,5,4,2,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1204519,0,2,0,5,5,5,0,1,1,1,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2179287,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3217981,1,2,0,1,3,4,1,2,3,5,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1819104,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1479761,4,8,0,0,0,0,1,2,4,5,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1131581,7,14,0,6,6,10,2,6,13,19,1,"No",0,0.43,0.48,0,"No","No","No","Yes","No","No" +2958668,160,2,75,230,406,611,146,377,620,878,100,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1535049,25,2,24,27,75,135,9,42,81,122,23,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1216215,70,9,0,0,0,0,3,12,29,46,4,"No",0,0.98,0.9,0,"No","No","Yes","Yes","No","No" +1119762,15,4,7,7,21,28,0,9,10,18,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3188441,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1425490,72,2,0,0,0,0,10,28,64,93,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +3183180,68,8,18,55,110,159,22,79,143,252,51,"No",0,0.78,0.85,0,"No","No","No","Yes","No","No" +2200642,0,8,0,99,99,99,0,1,1,1,0,"No",0,0,0.16,0,"Yes","No","No","Yes","No","No" +2213790,53,12,0,0,0,0,0,1,3,3,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1728978,387,3,107,420,840,1260,152,471,940,1382,121,"No",0,0.69,0.86,0,"No","No","No","Yes","No","No" +1441240,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +3262073,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1506179,0,8,0,1,2,3,0,1,1,1,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3042780,30,8,0,0,0,0,0,0,0,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1936610,3,4,1,0,1,1,0,0,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1937055,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","Yes","Yes","No","No" +2242220,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1411064,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1368315,43,8,0,0,0,0,4,15,23,31,0,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +2045735,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2848503,72,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1890350,13,8,0,0,0,0,2,4,8,13,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +3145501,10,8,0,0,0,0,0,0,2,3,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2967112,8,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1771067,-1,4,6,0,2,3,1,9,17,27,1,"No",0,0.73,0.78,1,"No","No","Yes","Yes","No","Yes" +2896373,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2058715,1,3,1,1,3,5,1,3,6,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1833620,655,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1194717,385,52,0,0,0,0,0,2,7,12,2,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +3195386,59,NA,0,0,0,0,0,8,19,29,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1871313,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1905526,3,9,1,0,2,5,1,3,5,8,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2208273,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1135772,23,8,0,0,0,0,0,1,1,1,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1239603,3,8,0,24,24,24,2,8,13,21,1,"No",0,0.23,0.23,0,"No","No","No","Yes","No","No" +1679414,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1966077,0,8,0,8,10,12,4,6,7,7,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +1677956,189,2,23,80,160,280,38,117,207,266,63,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2208844,271,2,0,0,0,0,0,0,2,3,1,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1432836,34,2,11,189,339,495,34,115,221,321,22,"No",6,0.68,0.64,0,"No","No","Yes","Yes","No","Yes" +2894729,1,12,33,21,42,62,7,16,45,59,0,"No",0,0.65,0.75,0,"No","No","No","Yes","No","No" +2290137,54,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1808102,364065,8,250,0,0,0,1869,7322,19845,36767,3381,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1549333,3,2,0,0,50,50,0,1,4,4,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3112259,1710,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1470548,0,8,0,6,9,12,2,5,7,11,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2851933,20,2,20,0,0,0,0,0,0,0,1,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" +1894642,0,2,0,4,7,8,0,0,0,0,0,"No",4,0.78,0.78,0,"No","No","No","Yes","No","No" +1724832,28,8,0,0,0,0,1,1,2,3,0,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +2141679,171,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1893300,14,8,0,0,0,0,1,1,2,3,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2004398,4,2,0,2,12,20,2,7,20,28,0,"No",0,0.66,0.4,0,"No","No","No","Yes","No","Yes" +1146583,4,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1618822,42,8,2,46,94,142,20,55,86,140,12,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1136096,1,8,0,24,37,50,5,12,20,27,0,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +2817433,870,8,186,506,1012,1012,185,540,960,1406,161,"No",0,1,1,0,"No","No","No","Yes","No","No" +1143918,2,2,1,3,7,11,1,4,8,14,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2223911,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2010355,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +2918062,100,8,0,0,0,0,11,26,48,73,15,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1631891,81,8,2,96,96,96,14,47,88,132,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2032666,4,2,0,1,1,1,1,5,5,5,0,"No",0,1,0.94,0,"Yes","No","No","Yes","No","Yes" +1707646,97,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1960041,24,NA,20,0,0,0,0,0,1,13,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1373323,115,2,17,0,41,67,32,67,123,197,26,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2194615,45,2,9,96,192,256,43,102,212,313,24,"No",16,0.97,0.97,0,"No","No","No","Yes","No","No" +1249426,9,2,0,23,45,67,8,26,47,80,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2984349,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3092084,11,8,0,0,0,0,1,3,5,6,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1474681,0,8,0,6,6,6,0,1,1,2,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2838556,38,17,0,0,15,30,10,30,49,59,3,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1253787,12,52,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.49,0,"Yes","No","No","No","No","No" +1830576,6,8,0,0,0,0,0,1,1,1,0,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +3125240,145,8,31,98,212,307,29,103,245,471,38,"No",0,0.77,0.76,0,"No","No","Yes","Yes","No","No" +1514341,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +2261487,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1909898,2,8,0,0,0,1,0,0,2,2,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1486842,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1782742,152,8,34,0,156,156,26,65,131,198,47,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2238544,3,8,0,1,2,4,0,1,5,5,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1614620,120,2,0,0,0,0,3,19,23,23,0,"No",0,0.38,0.27,0,"Yes","No","No","Yes","No","No" +2938482,1,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2158491,0,8,0,9,9,9,0,0,0,0,0,"No",0,0.83,0.86,0,"Yes","No","Yes","Yes","No","No" +1861984,114,8,2,0,71,93,10,65,194,295,70,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2110039,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3138503,14,4,11,30,48,60,12,31,49,74,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1414595,0,4,0,10,22,28,0,7,16,32,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1228429,3,8,0,0,0,0,3,4,10,11,1,"No",0,0.79,0.91,0,"Yes","No","No","Yes","No","No" +1177590,208,8,69,967,1472,2179,233,748,1454,1985,236,"No",132,0.82,0.9,0,"No","No","No","Yes","No","No" +1229998,199,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1439230,2,10,0,1,1,1,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1528486,32,8,0,0,0,0,2,16,29,49,3,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1299993,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1287045,15,2,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +1146863,0,4,2,5,9,13,2,6,11,16,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2278885,197,8,1,0,86,172,30,96,232,368,70,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2005491,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1686634,10,12,0,50,50,50,1,3,10,18,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2983270,2,2,30,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","Yes","Yes","No","No" +2009600,62,2,0,0,0,100,6,13,21,22,2,"No",0,0.93,0.83,0,"Yes","No","No","Yes","No","No" +2892823,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1509681,207,8,0,0,0,0,4,11,15,44,2,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1434940,15,12,0,0,0,8,3,10,12,18,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2850996,12,2,0,0,0,0,1,2,2,2,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1541224,4,9,0,0,0,1,1,1,2,6,2,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2091804,281,8,0,0,118,236,28,94,257,332,47,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1432016,90,2,10,109,217,325,31,95,176,265,56,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2899316,4,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3196752,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1900359,1,2,0,0,0,0,1,2,2,2,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","Yes" +1602567,7,2,0,6,12,18,1,6,16,18,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1467674,8,4,0,0,3,5,1,3,5,5,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3240180,0,8,0,4,4,4,0,0,0,0,0,"No",0,0.07,0.19,0,"Yes","No","No","No","No","No" +1866165,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2184765,3,8,0,20,30,45,4,13,27,39,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1161467,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2307964,745,8,0,0,0,0,1,1,2,4,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1715369,1,8,0,2,4,5,1,3,3,5,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +2035360,0,8,1,5,5,5,0,4,5,7,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","Yes" +1663751,810,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1925249,355,12,0,0,0,0,0,0,0,0,2,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3127233,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2110997,11,8,0,0,0,0,0,2,5,10,0,"No",0,0.35,0.72,0,"Yes","No","No","Yes","No","No" +1453265,4,12,0,48,72,72,9,23,38,64,15,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1997629,153,8,7,1000,1000,1000,35,142,298,453,88,"No",0,-99,0.5,1,"No","No","No","Yes","No","No" +1606001,8,8,0,18,18,18,0,5,15,25,4,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1710117,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2271913,3,8,0,5,5,10,4,5,8,16,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","Yes" +1432702,38,NA,1,0,0,0,5,30,65,98,20,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1992629,92,3,59,80,181,269,46,127,202,285,40,"No",0,1,1,1,"No","No","No","Yes","No","No" +1220780,14,17,0,0,0,0,0,1,3,5,0,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1619269,353,8,40,442,637,842,126,374,842,1383,60,"No",0,0,0,0,"No","No","No","Yes","No","No" +2277332,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1138420,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1977931,6,2,7,60,84,116,11,15,26,26,0,"No",0,0.79,0.57,0,"Yes","No","Yes","Yes","No","No" +3005796,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2974945,17,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","No","No","No" +1185288,0,9,0,2,2,2,0,0,2,2,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +1154144,27,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1301867,4,8,0,0,2,3,4,4,9,10,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +3076489,0,8,0,2,3,4,0,2,2,3,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2973482,4,2,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +3076329,0,2,0,107,107,107,0,0,0,0,0,"No",7,1,0.79,0,"No","No","No","Yes","No","No" +2069870,5316,2,0,0,0,0,0,0,0,0,0,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +3275998,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.28,0.13,0,"No","No","No","Yes","No","No" +2988103,2,9,5,14,14,24,5,9,22,25,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1609138,15,12,0,0,0,0,0,1,1,7,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1976101,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1857884,29,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1902570,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3222660,0,8,0,4,4,4,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1599915,572,52,0,308,1016,1516,6,15,31,44,8,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +2067924,7,2,0,5,9,13,1,4,11,13,4,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2907431,0,2,0,66,98,162,13,51,104,156,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1620373,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1437714,291,4,0,0,0,0,0,2,2,3,3,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +1777417,8,8,0,0,0,0,0,1,2,2,2,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1409827,9,8,0,16,40,56,6,19,39,62,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2949768,236,8,54,217,441,735,110,369,652,929,103,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1762089,365,8,18,450,864,1260,140,432,929,1447,158,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2947755,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1556845,4,8,0,0,0,0,1,1,3,6,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1675074,100,NA,0,0,0,0,5,70,113,157,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2954439,245,8,0,0,0,0,36,56,85,137,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1146458,10,12,0,0,0,0,1,3,7,14,0,"No",0,0.88,0.81,0,"Yes","No","No","Yes","No","No" +1468685,57,12,26,16,32,48,2,24,90,128,30,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3135675,13,8,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2169507,81,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +2006938,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1527762,11,2,0,25,40,50,6,18,37,65,4,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1182118,234,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2175059,440,12,53,645,1370,1870,145,607,1003,1941,270,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +2089644,83,9,0,0,30,60,10,77,221,341,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1508702,288,2,111,432,846,1278,138,425,970,1373,137,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1453525,3,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1982071,27,8,1,0,0,0,1,5,18,32,6,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +1284805,62,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.18,0,"No","No","Yes","Yes","No","No" +2952151,43,4,0,0,0,0,0,0,2,2,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3005589,8,12,0,6,6,6,0,2,4,7,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +2229989,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1823469,27,9,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +2178093,46,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1392113,17,8,15,358,573,738,71,198,414,665,41,"No",11,0.51,0.53,1,"No","No","Yes","Yes","No","Yes" +1498205,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1955903,1,8,0,17,28,37,2,8,18,29,0,"No",1,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1677090,-2,6,0,38,38,38,6,35,72,100,4,"No",0,0.78,0.78,2,"No","No","No","Yes","No","Yes" +1142651,10,2,1,3,3,3,8,30,30,30,0,"No",2,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1546514,5,8,0,90,126,180,61,149,268,381,29,"No",18,0.43,0.46,1,"No","No","Yes","Yes","No","Yes" +1317078,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +2879563,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1804099,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2823653,22,8,0,0,0,0,0,0,0,1,0,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +3273768,1,12,0,1,1,1,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1879403,41,8,0,0,0,0,0,0,1,1,3,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +1578310,90,8,3,300,441,577,43,181,449,764,113,"No",0,0.28,0.28,0,"No","No","No","Yes","No","Yes" +1559228,10,8,0,0,0,0,0,0,0,1,1,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +3222148,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2921202,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1766976,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1705726,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.85,0,"No","No","No","Yes","No","No" +1610871,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","No" +2963135,3,12,0,8,8,8,0,1,4,6,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1936359,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3221363,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1942673,26,8,0,25,25,25,0,3,18,33,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1582382,3,8,0,0,0,0,0,0,1,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2871342,57,8,72,48,147,268,22,69,133,166,6,"No",0,0.95,0.77,0,"No","No","Yes","Yes","No","No" +2830057,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2016873,10,8,0,24,40,56,7,20,33,63,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1474958,4,8,1,42,72,112,9,33,69,91,15,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1178729,44,6,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2839004,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2260894,385,8,0,0,216,360,21,90,274,510,34,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1146150,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.28,0.57,0,"No","No","Yes","Yes","No","No" +3150518,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1556768,240,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2060941,62,8,0,21,48,57,4,21,39,55,28,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1475438,19,4,0,0,0,0,15,44,84,146,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2854733,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1408694,4,8,1,9,19,23,9,15,23,23,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1459198,27,14,6,191,346,552,33,126,229,308,25,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +2262956,4,2,0,0,0,0,0,1,1,1,0,"No",0,0.25,0.2,0,"Yes","No","No","Yes","No","No" +1855844,11,2,12,12,36,48,8,19,33,47,5,"No",0,0.79,0.87,1,"No","No","Yes","Yes","No","No" +1823383,3157,NA,4,0,0,0,14,70,116,154,21,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2199253,250,12,73,36,328,582,113,395,962,1640,49,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1290478,9,2,0,0,0,0,0,3,3,3,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2221005,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1508311,324,8,128,64,192,256,44,130,250,381,46,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1533334,4,2,1,2,6,9,1,3,12,14,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1570319,32,8,49,0,48,48,3,20,46,76,12,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" +1385253,2,8,1,0,0,1,0,1,2,2,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1145999,2,2,0,1,3,4,0,1,1,1,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +3011750,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1388163,17,9,0,0,0,0,0,1,3,3,3,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +2306766,647,12,8,0,0,500,60,217,556,893,55,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1227242,11,8,0,0,0,0,0,1,2,5,2,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1430557,1441,2,0,12217,19855,27967,2569,7381,13748,13754,2255,"No",0,0.54,0.65,6,"Yes","No","Yes","Yes","No","Yes" +1590872,8,12,0,0,0,0,0,1,2,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1940396,10,4,0,0,0,0,0,0,1,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3075781,160,2,0,28,84,140,10,34,63,77,7,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1535422,15,8,0,0,0,0,2,2,2,6,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +1644080,23,8,0,0,0,0,0,0,2,2,2,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +1752338,0,2,0,17,32,47,8,15,27,34,2,"No",0,0.46,0.61,0,"No","No","No","Yes","No","Yes" +1308900,17,8,0,0,0,0,0,1,1,1,2,"No",0,0.87,0.93,0,"Yes","No","No","Yes","No","No" +1532997,80,2,0,0,0,0,8,16,28,49,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1456324,5,2,0,0,1,1,0,0,1,1,0,"No",0,0.81,0.85,0,"Yes","No","Yes","Yes","No","No" +1587489,12,2,12,25,53,80,23,69,91,111,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +1423957,7,2,0,0,2,4,0,8,16,20,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1666705,282,8,2,0,0,0,6,24,58,85,13,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","No" +1792241,3,12,0,6,8,10,3,5,7,15,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2147933,6,8,0,0,0,0,1,1,1,3,1,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +1426267,27,4,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1839487,6,4,0,0,1,2,3,7,11,12,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","No" +1654330,910,4,0,0,0,0,1,1,2,3,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2950069,230,2,0,594,1008,1494,169,512,925,1288,114,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1242315,2,8,0,0,0,0,1,1,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1664200,7,8,0,0,0,2,0,2,4,6,3,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1441035,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3000646,43,4,0,0,0,0,0,0,3,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1732231,3,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2908083,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +1882551,138,12,0,0,0,0,0,1,2,3,0,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +1122261,123,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.83,0,"No","No","No","Yes","No","No" +1784817,10,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1510407,27,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1111652,24,8,0,3456,3456,3456,10,39,68,93,7,"No",0,1,0.95,1,"No","No","Yes","Yes","No","Yes" +1781474,12,8,0,0,0,0,1,1,4,9,0,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1593319,243,8,123,294,630,966,111,336,617,885,186,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1786437,6,2,0,64,96,128,30,77,114,183,9,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +3209970,55,12,0,0,0,0,3,7,16,16,0,"No",0,0.86,0.93,0,"No","No","Yes","Yes","No","No" +1884757,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1450044,55,2,0,0,0,0,3,12,19,31,2,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1399775,1,2,0,3,3,3,0,0,2,2,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1765614,1,8,0,12,12,12,6,14,23,32,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1808603,2,8,0,1,1,1,0,2,3,3,1,"No",0,0.6,0.77,0,"No","No","No","Yes","No","Yes" +1546788,0,9,0,7,13,19,3,5,9,12,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2197442,759,9,0,0,0,0,4,17,34,42,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1724988,0,8,0,2,3,5,1,2,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1778207,331,8,46,302,373,444,79,176,346,573,105,"No",0,0.5,0.45,0,"No","No","No","Yes","No","No" +1375269,20,2,0,15,35,55,12,54,84,126,4,"No",0,0.27,0.39,0,"No","Yes","No","Yes","No","Yes" +2273191,21,8,0,0,0,0,1,3,10,19,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2931930,-1,NA,0,0,0,0,14,32,72,99,8,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1813561,-4,12,28,168,248,312,35,123,218,329,32,"No",64,0.63,0.72,6,"No","No","No","Yes","No","Yes" +1877103,239,15,51,217,349,525,66,201,365,620,62,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1749605,48,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.77,0,"No","No","No","Yes","No","No" +1585910,2,8,0,4,8,12,1,5,7,10,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +3033427,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2101344,4880,52,0,0,0,0,0,5,15,16,0,"No",0,0.68,0.77,0,"Yes","No","No","No","No","No" +1181497,6,8,0,0,0,1,3,6,8,12,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1197547,0,8,0,3,3,3,0,2,3,6,1,"No",0,0.82,0.68,0,"No","No","No","Yes","No","Yes" +3061269,170,4,1,0,95,95,185,389,715,1138,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1690125,34,8,0,0,0,18,5,10,20,35,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1975805,67,NA,0,0,0,0,4,11,24,47,6,"No",0,-99,-99,0,"No","No","No","No","No","No" +1247045,1314,NA,5,0,0,0,81,213,400,652,111,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3074554,143,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3198107,36,NA,0,0,0,0,0,6,175,187,12,"No",0,-99,-99,0,"No","No","No","No","No","No" +3024029,276,12,74,364,557,749,100,325,554,798,137,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +3247234,28,2,0,70,105,175,13,62,107,149,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2284009,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2052880,375,8,125,960,1392,1824,176,600,1146,1705,188,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1310523,79,8,0,1120,1400,1960,190,526,1079,1764,154,"No",0,0,0,2,"No","No","No","Yes","No","Yes" +1474051,6,2,0,12,36,48,8,17,44,67,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3140566,12,12,20,0,0,20,6,17,34,43,8,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2283056,9,2,0,0,0,10,0,2,3,8,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1826315,67,NA,0,0,0,0,0,0,0,3,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1500373,12525,52,30,0,0,0,77,451,832,1164,98,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2823545,2,8,0,0,0,0,1,1,1,2,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1376302,2,6,0,40,64,96,8,22,51,72,14,"No",8,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1632382,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +2245120,9,12,0,7,7,14,1,4,9,12,3,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1543043,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +1834061,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1491378,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1870457,10,8,0,0,0,0,0,3,9,16,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1863284,281,2,0,0,0,0,0,0,1,3,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1208018,13,4,8,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +3134662,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2889896,5,8,1,10,10,10,0,1,7,28,0,"No",0,0.47,0.31,0,"No","No","No","Yes","No","No" +3072968,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2161484,1,8,0,1,2,3,1,2,3,5,1,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2228851,158,2,21,0,70,168,27,105,195,288,61,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2108968,4,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1153036,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1665292,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +3079203,19,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1556852,354,8,6,0,0,0,13,23,46,82,13,"No",0,0.71,0.7,0,"No","No","Yes","Yes","No","No" +1296320,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1378724,49,8,0,0,0,0,0,1,1,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3138640,29,2,0,0,0,0,1,1,4,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1636811,284,2,0,0,0,0,0,0,100,225,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1710386,0,2,0,25,25,25,0,0,0,0,1,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","Yes" +2284624,56,8,0,20,40,60,11,25,68,117,15,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +2212326,1,8,0,1,1,1,0,0,1,2,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1519880,1,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1436153,145,8,233,2008,3352,4584,499,1470,2931,4546,880,"No",288,0.71,0.7,12,"No","No","No","Yes","No","Yes" +2925819,162,2,49,0,0,36,2,5,6,6,26,"No",0,0.86,0.91,0,"No","No","Yes","Yes","No","No" +2072133,0,2,0,2,3,4,4,4,4,10,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +2136678,8,8,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3022689,2,8,0,24,49,74,7,25,53,73,3,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +3005057,44,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2299990,2970,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2941523,74,12,30,27,81,135,19,68,140,210,32,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3045288,459,52,2,0,0,0,18,47,74,106,1,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1122153,32,2,0,35,70,110,9,38,86,198,0,"No",0,0.98,0.9,0,"No","No","Yes","Yes","No","No" +1687702,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2088042,186,8,19,0,100,200,46,102,188,286,30,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3161783,30,4,0,0,0,0,0,0,0,0,1,"No",0,0.75,0.72,0,"Yes","No","No","Yes","No","No" +3267696,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.47,0.44,0,"No","No","No","Yes","No","No" +3237750,181,8,57,0,218,327,38,146,278,446,49,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1767404,33,2,0,25,50,75,6,27,58,99,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1664093,14,8,0,15,27,45,10,23,37,57,13,"No",0,0,0.05,0,"No","No","No","Yes","No","No" +1691376,3,2,0,25,25,25,1,4,10,14,0,"No",25,0.84,0.83,0,"No","No","No","Yes","No","No" +1725683,27,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1441736,6,6,0,6,6,12,1,6,11,14,3,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1172331,3,10,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1449714,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1235863,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1747361,31,2,0,0,3,15,0,8,20,25,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2050388,0,12,0,30,30,30,0,0,1,3,3,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1814334,1,8,1,57,57,57,2,2,7,7,2,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1330981,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1870922,1,NA,0,0,0,0,0,3,3,3,11,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1338930,5,8,0,51,100,100,7,23,45,82,20,"No",1,1,1,0,"No","No","No","Yes","No","Yes" +1390555,28,0,0,374,549,549,30,92,167,244,37,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +2825451,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.68,0,"Yes","No","No","Yes","No","No" +2869172,66,4,61,0,13,13,11,157,272,496,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1477412,8623,8,10,6870,6870,6870,71,253,491,742,88,"No",0,0,0,1,"No","No","No","Yes","No","No" +2939896,30,NA,0,0,0,0,0,0,8,8,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1593833,0,9,0,1,2,3,0,1,1,2,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2210092,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1630921,4,0,1,44,72,114,17,50,93,115,4,"No",0,0,0,1,"No","No","No","No","No","No" +1405465,37,2,0,12,12,18,8,19,24,27,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1255542,-1037,8,55,15560,23040,33480,2998,10802,16586,22637,2315,"No",0,1,0.99,1234,"Yes","No","No","Yes","No","Yes" +1816403,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1443449,2019,0,21,0,810,2040,402,1031,1859,2774,125,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1935550,140,12,15,172,259,317,27,86,153,275,33,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","No" +3000917,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +3040693,2,8,0,8,8,8,0,1,4,4,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1488384,0,2,0,6,9,12,2,4,4,4,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1145679,3,8,0,0,0,0,0,1,3,4,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +3134532,338,4,62,0,36,108,50,89,156,296,38,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2059892,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","No","Yes","No","No" +1643696,85,8,30,370,505,595,58,201,349,554,109,"No",45,0.58,0.47,0,"No","No","No","Yes","No","Yes" +1144654,340,8,0,0,0,0,3,7,18,32,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1386273,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2007553,66,8,0,0,0,0,0,0,1,4,2,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1679550,2,2,0,3,9,12,1,4,13,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1417733,54,8,91,0,0,88,8,41,89,156,79,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1938843,97,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1310524,15,8,0,0,0,0,1,6,6,7,2,"No",0,0.28,0.57,0,"No","No","Yes","Yes","No","Yes" +1161797,0,4,0,6,7,7,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1636468,15,9,0,0,9,18,2,5,17,26,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1344265,23,8,0,0,0,0,0,2,6,6,0,"No",0,0.4,0.5,0,"No","No","No","Yes","No","No" +1386595,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1915742,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1910472,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1361295,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3199450,0,8,0,180,180,180,0,0,0,0,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +2265980,2,2,0,0,5,5,0,2,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1739995,6,8,0,4,8,12,0,5,11,13,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1431661,182,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.25,0,"No","No","No","Yes","No","No" +1731183,0,2,0,20,20,20,0,0,0,0,1,"No",0,0.83,0.7,0,"Yes","No","No","Yes","No","No" +1152614,4,12,0,8,8,10,1,7,13,21,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3197328,109,8,8,148,300,444,50,135,299,475,14,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1762273,41,9,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1466559,154,8,0,0,0,0,11,28,42,64,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +2813798,4,2,4,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +3196733,669,8,19,0,0,0,36,94,164,264,49,"No",0,1,1,0,"No","No","No","Yes","No","No" +1948842,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2142341,13,8,0,8,26,35,0,1,3,4,0,"No",0,0.73,0.88,0,"No","No","No","Yes","No","No" +2990746,54,2,0,0,0,0,3,31,64,64,20,"No",0,1,0.86,0,"No","No","No","Yes","No","No" +1435092,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1212993,4,12,0,0,1,3,0,1,2,7,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3195417,371,8,290,948,1834,2674,307,1044,2070,3114,210,"No",0,0.4,0.41,0,"No","No","No","Yes","No","No" +2017950,2,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3142698,374,8,0,0,0,0,2,4,7,10,2,"No",0,0.98,0.95,0,"No","No","No","No","No","No" +2001967,78,8,0,0,48,72,11,20,60,154,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1499669,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2104221,18,2,0,0,24,48,8,17,26,38,0,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1120532,641,8,8,0,0,0,52,141,342,595,48,"No",0,0.69,0.59,0,"No","No","Yes","Yes","No","No" +2155958,6,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1502947,53,12,0,100,100,100,7,23,45,68,2,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1782791,303,12,0,0,0,0,2,13,37,63,18,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2928112,84,8,0,0,0,0,0,0,0,1,2,"No",0,0.96,0.96,0,"Yes","No","Yes","Yes","No","No" +1813738,16,4,0,0,0,0,0,0,1,2,1,"No",0,0.35,0.54,0,"Yes","No","No","Yes","No","No" +1781876,-36,8,10,456,816,1080,125,374,621,1022,289,"No",24,0.84,0.86,48,"No","No","No","Yes","No","Yes" +1559811,12,2,0,0,0,0,0,0,3,3,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +3240271,23,13,0,0,12,24,5,11,48,160,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1462634,17,8,0,60,90,90,9,37,75,113,17,"No",0,0.88,0.92,0,"Yes","No","No","No","No","No" +2942289,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1512521,1,2,0,7,7,7,3,6,10,10,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2296147,47,NA,0,0,0,0,0,3,5,5,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2017649,6,14,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1184631,22,4,0,0,11,11,3,10,20,36,4,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2183189,30,9,0,0,0,0,0,0,1,2,3,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +1474858,214,2,0,96,192,288,38,64,64,64,47,"No",0,0.65,0.73,0,"No","No","No","Yes","No","No" +1475851,29,8,0,0,0,0,0,0,0,2,0,"No",0,0.49,0.37,0,"No","No","Yes","Yes","No","No" +2950792,9,8,0,0,0,0,0,3,6,6,2,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1518785,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3250944,136,NA,0,0,0,0,0,0,0,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3136149,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1367029,71,8,0,10,20,66,4,26,86,126,24,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +3208792,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2110962,-5,2,18,12,36,60,28,49,71,93,0,"No",0,1,1,5,"No","No","No","Yes","No","No" +3095519,403,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1897926,58,2,0,0,0,6,4,21,43,54,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1464262,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1795614,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1442309,25,2,0,0,0,0,0,0,6,7,0,"No",0,0.77,0.46,0,"No","No","Yes","Yes","No","No" +3251629,0,2,0,144,144,144,0,3,3,3,12,"No",0,0.88,0.63,0,"No","No","Yes","Yes","No","Yes" +2113528,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1297812,5,2,0,0,0,0,0,0,2,6,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1363501,7,8,0,0,3,6,1,4,5,9,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1810248,0,12,8,14,22,34,7,15,23,33,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2965330,384,2,25,1102,1942,2878,316,995,1913,2759,308,"No",144,0.33,0.32,0,"No","No","No","Yes","No","No" +1936026,1144,12,67,254,254,254,134,993,1410,1919,177,"No",0,1,1,0,"No","No","No","Yes","No","No" +1941236,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2304039,4,2,0,0,0,2,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2803931,4570,8,0,0,0,0,80,142,185,387,42,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1398141,0,2,0,6,9,9,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +1970892,50,8,11,52,109,161,19,51,113,184,15,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3281437,67,8,0,0,0,0,0,1,1,2,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1521277,7,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1460351,40,4,28,15,35,35,14,38,71,120,9,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2172076,5771,8,0,0,0,0,6,11,17,34,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3083878,0,9,0,6,6,6,53,130,282,425,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +1748248,0,2,0,1184,1184,1184,1516,1516,1516,1516,261,"No",0,0.4,0.17,0,"Yes","No","No","Yes","No","No" +1753851,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1126319,0,8,0,70,100,100,0,0,0,0,13,"No",0,0.81,0.88,0,"No","No","Yes","Yes","No","Yes" +1357755,28,8,0,110,180,240,26,64,107,180,23,"No",0,0.93,0.94,2,"No","No","No","Yes","No","No" +3091850,0,8,0,9,14,19,0,4,10,12,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1478078,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2977669,48,2,12,72,108,168,21,60,99,149,32,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1438847,0,9,0,28,44,60,7,17,31,47,0,"No",0,1,0.99,1,"No","No","No","Yes","No","No" +1396294,0,4,3,6,6,6,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1452830,0,8,2,13,15,18,2,5,5,13,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1197738,114,8,0,0,0,0,1,18,39,47,15,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2038523,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +2154302,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +3162776,12,8,0,27,27,27,2,9,16,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1381057,132,2,0,0,0,0,0,0,1,1,15,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +2307626,24,2,11,36,57,101,17,60,115,169,13,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2917265,64,2,0,0,0,0,2,18,21,21,1,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +3264087,19,8,0,0,0,0,1,2,5,10,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +2911804,83,8,51,144,231,318,25,105,209,283,41,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1522617,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +2851881,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2069653,0,4,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2085948,37,9,0,0,0,0,0,5,12,15,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1287920,11,2,0,0,0,0,0,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3257780,11,2,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","No","No","No" +3101110,35,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2887806,65,2,33,113,225,351,20,51,72,91,48,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2896300,449,2,229,600,960,1560,134,442,611,654,179,"No",0,0.73,0.82,0,"Yes","No","No","Yes","No","No" +3038337,356,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +2861816,-3,8,0,300,300,300,1,2,17,34,4,"No",0,0,0,3,"No","No","No","Yes","No","Yes" +3102900,16,8,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2189534,2,2,0,0,2,4,0,1,3,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1175305,2,2,0,0,0,0,0,4,6,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1961729,860,8,11,0,0,756,59,149,241,429,170,"No",0,0.85,0.7,0,"No","No","No","Yes","No","No" +1381127,0,8,0,16,32,44,2,8,20,24,3,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1555554,-1,9,0,9,9,9,1,6,6,7,0,"No",0,0.7,0.78,1,"No","No","No","Yes","No","Yes" +1804907,1,8,0,2,3,5,0,2,2,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1593082,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2313028,-1,8,0,412,718,1024,30,158,671,1130,55,"No",18,0.25,0.26,2,"No","No","No","Yes","No","Yes" +2831321,31,2,12,84,180,288,18,80,170,242,37,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +3241241,4,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +3172589,246,4,0,144,144,288,43,139,344,480,54,"No",0,0.74,0.69,0,"No","No","No","Yes","No","No" +1855476,0,4,0,1,1,2,1,2,2,2,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +2879794,2,9,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1241789,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2174517,21,2,0,0,10,20,1,3,11,17,0,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1291739,424,12,139,0,320,320,46,153,333,540,64,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +2979007,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1183139,719,4,4,0,0,0,48,214,359,491,64,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1776467,5,2,0,0,0,0,0,0,1,1,1,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1113658,651,8,276,1000,1720,2560,286,949,1883,3075,312,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3207664,0,8,0,0,0,0,1,2,3,5,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +1883354,2,3,0,0,0,1,0,0,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2918032,37,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1980768,12,8,0,33,57,87,16,37,52,53,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2970159,26,2,14,56,112,182,14,66,119,149,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1399727,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","Yes" +2230273,2,8,0,7,7,9,0,0,6,10,1,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +1418944,0,2,0,0,72,120,0,0,0,0,1,"No",0,0.92,0.84,0,"Yes","No","Yes","Yes","No","No" +1465413,5,2,0,0,0,0,3,8,9,10,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +3189380,7,9,0,2,4,6,0,3,7,13,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1537001,2,2,0,1,2,3,0,1,2,3,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2923932,0,2,0,16,16,16,0,0,0,0,1,"No",0,0.13,0.17,0,"Yes","No","No","Yes","No","Yes" +2187809,0,2,1,0,0,0,0,0,0,0,0,"No",0,0.1,0.12,0,"Yes","No","No","Yes","No","No" +2167978,1,8,0,2,4,6,2,3,4,8,1,"No",0,0.68,0.49,0,"No","No","No","Yes","No","Yes" +2245682,0,2,0,1,1,1,2,2,3,3,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","Yes" +1234724,0,8,0,1,1,1,1,6,6,6,1,"No",0,0.42,0.41,0,"No","No","No","Yes","No","Yes" +1461461,64,9,12,71,89,137,19,59,109,174,32,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3067080,129,NA,8,0,0,0,63,143,294,548,61,"No",0,-99,-99,0,"No","No","No","No","No","No" +3240366,4,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3006726,4,8,72,8,8,8,8,20,37,46,0,"No",8,0.83,0.84,0,"No","No","No","Yes","No","No" +1860159,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1963841,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1458921,100,16,2,18,42,90,19,62,122,200,91,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +3045194,921,8,1,147,588,1029,129,393,1023,1646,126,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2111681,0,4,0,6,6,6,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1535127,43,2,0,200,200,200,0,0,1,6,100,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1337031,24,8,0,12,24,36,9,22,55,76,3,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1117956,1,8,0,2,4,5,1,2,3,6,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1719480,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","Yes" +3001778,2463,8,0,0,0,0,0,0,1,1,2,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1327565,-18,NA,0,0,0,0,50,155,200,288,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2189413,1,13,0,3,6,8,2,4,5,7,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1216933,0,8,0,4,6,8,3,4,5,7,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1643442,10,12,0,0,0,40,1,2,9,11,5,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1780849,12,8,0,6,12,18,0,5,37,44,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1786871,7391,8,2157,17200,30800,38000,2020,5647,13491,31174,2144,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1169093,1,2,0,1,1,2,0,1,1,3,1,"No",0,0.33,0.6,0,"No","No","No","Yes","No","No" +1887923,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1230952,22,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2991583,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3161625,812,8,0,0,0,0,1,2,2,4,2,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +3053039,177,8,12,120,210,300,61,186,338,509,39,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3093473,3,12,0,0,1,2,0,1,1,4,3,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1613306,19,2,0,0,0,0,0,2,2,7,1,"No",0,0.37,0.4,0,"Yes","No","No","Yes","No","No" +1519666,303,12,17,93,201,336,69,166,327,613,121,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2222540,74,8,0,0,0,0,0,2,2,6,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2254105,37,12,12,20,48,84,1,15,42,75,11,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1816385,17,9,0,18,48,66,14,29,58,102,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1932400,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2315995,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1621550,32,8,0,20,40,50,6,21,36,47,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1988629,19,8,0,29,50,64,5,14,30,60,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2988462,179,2,0,0,0,0,2,3,8,12,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1551761,44,8,0,0,0,0,0,4,4,4,2,"No",0,0.57,0.74,0,"No","No","No","Yes","No","No" +1432449,4,2,0,24,48,72,16,29,46,69,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1366317,2,4,1,2,3,3,0,2,2,2,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1605433,34,8,0,0,0,36,3,7,23,35,7,"No",0,1,0.41,0,"No","No","No","Yes","No","No" +1576347,8,8,5,1,1,1,0,1,7,11,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1457106,6,8,0,0,0,0,0,2,3,3,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3233133,74,8,9,100,210,310,35,118,238,384,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3003553,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +1336220,0,2,0,30,51,55,0,0,0,0,0,"No",0,0.5,0.39,0,"Yes","No","No","Yes","No","Yes" +1800067,495,2,0,0,0,0,0,0,5,5,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1356038,0,2,0,503,524,524,0,0,0,0,127,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +2845019,162,8,0,0,0,0,4,17,28,43,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2115409,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1304501,1,8,1,2,5,8,1,3,5,11,2,"No",0,0.68,0.81,0,"No","No","Yes","Yes","No","Yes" +1867037,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2152333,51,8,2,75,75,75,2,6,36,62,7,"No",0,0.78,0.81,0,"No","No","No","Yes","No","No" +1284297,174,2,71,793,1546,2317,16,17,17,17,103,"No",0,0.8,0.88,0,"No","No","No","Yes","No","No" +2032447,2,2,0,0,1,1,1,1,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +1559376,58,2,8,33,66,99,15,35,55,93,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1301580,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1377804,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1920336,32,8,0,0,5,16,0,5,7,9,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1398425,21,9,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2151438,17,8,0,0,8,18,0,2,8,10,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +2146803,19,9,0,0,0,0,0,0,11,14,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1547796,35,52,0,0,0,0,0,0,3,5,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1727036,16,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1385034,4,4,0,1,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1474416,209,8,5,0,0,750,30,79,188,282,29,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3090354,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +2831859,5,8,0,0,0,0,0,0,3,4,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1810096,-63,8,0,120,120,120,1,107,121,132,37,"No",0,0.61,0.71,0,"No","No","No","Yes","No","Yes" +2858968,0,12,0,50,70,90,8,19,37,51,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1852460,11,12,0,0,5,10,2,4,11,20,5,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1918847,14,2,0,0,20,20,4,9,14,14,2,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","Yes" +1426162,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1891035,110,8,4,234,234,378,16,46,85,139,73,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1652350,2,0,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2905984,6,2,0,14,14,14,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +2268404,6,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1532616,96,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3215369,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2170589,0,8,0,15,15,18,0,8,17,23,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1638831,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3212523,48,4,0,0,0,0,0,5,9,9,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +1888207,69,8,11,66,138,210,13,58,138,219,55,"No",6,0.71,0.63,0,"No","No","No","Yes","No","No" +2075422,241,8,71,322,622,822,93,297,499,701,75,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3080682,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1454190,4,8,0,0,0,0,3,7,10,23,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2232198,135,8,4,0,0,33,1,8,65,103,13,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3100317,29,2,0,0,3,14,1,4,19,25,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3127524,-2,2,0,3,3,3,1,26,28,34,0,"No",0,0.13,0.17,2,"No","No","No","Yes","No","No" +1609474,3,12,0,10,16,22,7,20,24,24,1,"No",0,0.68,0.65,0,"No","No","No","Yes","No","Yes" +1283580,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1527550,0,8,0,7,9,11,0,3,5,8,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1297895,12,2,0,52,52,52,23,45,60,74,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3121616,8,8,0,0,0,0,0,1,2,8,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1546738,43,8,1,80,144,208,26,75,123,171,32,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2226716,5,8,0,2,5,9,2,6,8,17,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2218061,47,8,4,27,56,84,12,29,63,95,15,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1922769,683,2,0,0,0,0,13,33,67,104,10,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3039915,46,0,1,26,78,130,6,26,70,119,16,"No",0,0,0,0,"No","No","Yes","No","No","No" +1525895,20,17,0,0,0,0,0,0,2,2,1,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1112749,1,8,0,0,0,1,1,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2820087,35,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.86,0,"Yes","No","Yes","Yes","No","No" +1137664,1,8,0,0,0,1,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1668455,2,8,0,1,2,4,1,3,6,8,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +1819787,0,2,0,16,40,40,0,1,1,1,0,"No",0,0.84,0.86,0,"Yes","No","Yes","Yes","No","Yes" +2183119,2,9,0,3,3,3,2,5,5,9,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2872824,2,2,1,4,6,10,4,8,10,11,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1199504,19,2,0,0,0,0,0,0,2,3,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +3242527,17,9,14,16,32,49,4,18,41,59,15,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1455327,8,8,0,20,40,60,5,18,30,49,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1950331,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1623025,6,8,0,3,9,11,0,3,4,8,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1929345,102,2,0,0,0,0,3,8,13,45,0,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +1666938,0,8,0,16,22,29,4,16,26,36,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1840237,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1682337,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2124614,0,2,0,6,8,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","No" +2196962,172,16,0,0,0,0,9,30,58,125,35,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1215741,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1757099,10,8,0,2,10,16,0,6,16,23,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3064684,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1133333,36,9,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +2137680,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2128699,11,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2277987,44,8,0,0,0,0,4,4,4,4,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3008434,199,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2221920,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1753453,295,2,153,280,520,760,111,309,482,620,140,"No",40,0.97,0.9,0,"Yes","No","No","Yes","No","No" +2824942,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1386121,0,12,0,9,9,9,1,8,10,19,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3196654,95,2,44,301,517,733,143,278,416,637,100,"No",69,0.66,0.66,6,"No","No","No","Yes","No","No" +1367041,1,8,0,2,4,5,1,2,4,7,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","Yes" +2172808,1,9,0,13,13,13,3,18,19,19,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +2290041,4,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2168375,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2950549,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2143955,22,2,0,0,0,0,0,0,1,6,1,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +3041333,494,8,84,0,500,500,62,178,416,759,311,"No",0,0.25,0.27,0,"No","No","No","Yes","No","No" +2203053,22,2,0,0,0,0,0,0,2,3,2,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2864736,2,8,0,6,9,15,4,7,9,9,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","Yes" +1648729,51,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1811927,6,2,0,0,0,0,4,17,23,23,2,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","Yes" +2243789,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.72,0,"Yes","No","No","Yes","No","No" +1495713,82,2,0,6813,11738,16663,0,0,0,0,0,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +3083460,37,2,0,0,0,0,2,7,38,38,0,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","No" +1987711,28,4,0,0,0,0,0,1,1,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1399547,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1592792,6,8,0,34,49,55,5,15,29,49,7,"No",1,0.28,0.28,0,"No","No","No","Yes","No","Yes" +2824396,35,12,0,0,0,0,0,0,1,2,1,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1961948,2,8,0,64,98,132,14,41,68,109,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2145789,3,12,0,2,2,2,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1844165,321,2,3,0,0,75,23,70,162,265,38,"No",0,1,0.83,0,"No","No","No","Yes","No","No" +2805453,20,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2986459,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1548645,32,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1901647,8,0,0,99,181,265,15,57,124,180,0,"No",0,0.93,0.86,0,"No","No","No","No","No","Yes" +2214873,12,9,0,0,2,4,1,3,11,14,1,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +3019014,6,8,0,0,2,5,0,2,3,7,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3241012,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1913150,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +2147567,10,3,0,3,3,3,2,10,10,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3243071,224,2,63,180,420,720,2,7,16,16,36,"No",0,0.83,0.9,0,"No","No","Yes","Yes","No","No" +1233498,-4,14,0,151,200,270,64,114,171,231,33,"No",0,0.64,0.67,8,"No","No","No","Yes","No","Yes" +3114585,62,2,14,32,80,112,5,36,88,128,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2023338,172,2,62,240,460,660,160,220,220,220,86,"No",0,0.64,0.64,5,"No","No","No","Yes","No","Yes" +3233553,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2944367,52,0,0,0,0,0,0,3,7,10,1,"No",0,0,0,0,"No","No","No","No","No","No" +1543750,67,4,0,0,0,0,23,54,115,199,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3016824,22,2,0,0,0,0,0,2,4,9,1,"No",0,0.86,0.56,0,"Yes","No","No","Yes","No","No" +1835522,147,NA,0,0,0,0,2,6,9,25,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1546164,441,NA,0,0,0,0,1,8,40,73,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3128372,0,8,2,30,30,30,3,5,14,19,4,"No",0,0.33,0.32,0,"No","No","No","Yes","No","Yes" +3110654,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1999802,-10,8,1,162,260,358,46,111,203,282,30,"No",0,0.82,0.75,13,"No","No","No","Yes","No","Yes" +3073809,127,8,0,188,188,188,2,10,14,20,0,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +1285373,0,8,0,8,14,14,0,0,1,1,0,"No",7,0.76,0.84,0,"No","No","Yes","Yes","No","No" +1441089,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1933637,239,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1121662,7,2,0,0,0,50,1,4,5,5,1,"No",0,0.79,0.85,0,"No","No","No","Yes","No","Yes" +2847204,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1304284,0,8,0,9,9,18,5,10,17,22,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1298528,3,8,0,7,12,17,0,4,6,11,5,"No",5,0.23,0.23,0,"No","No","No","Yes","No","No" +1218164,23,8,0,0,0,0,1,5,8,18,5,"No",0,0.86,0.81,0,"No","No","No","Yes","No","No" +2827174,339,2,81,336,585,917,88,272,1018,1545,112,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3256457,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3060603,1,9,0,0,0,1,1,1,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2893338,8,8,0,0,0,0,0,0,0,10,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2250295,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1757344,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1370297,31,2,0,105,155,195,18,40,93,108,5,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1529271,8,0,0,0,0,0,0,0,1,2,1,"No",0,0,0,0,"No","No","No","No","No","No" +1820085,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1312483,1,8,0,30,30,30,1,9,11,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3272339,1,3,0,0,0,0,2,5,6,6,14,"No",0,0.92,0.87,0,"No","No","No","Yes","No","Yes" +1750090,7,2,40,0,0,0,0,0,0,0,0,"No",0,0.81,0.91,0,"Yes","No","No","Yes","No","No" +2192867,20,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1479594,17,12,0,0,0,0,0,0,0,2,0,"No",0,0.93,0.89,0,"No","No","Yes","No","No","No" +3070930,3,8,0,20,40,40,0,9,12,22,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2005021,7,NA,0,0,0,0,1,2,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2272633,0,12,0,3,3,3,1,2,4,4,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +2848322,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1471488,0,2,0,99,99,99,0,0,0,0,4,"Yes",0,0.47,0.51,0,"Yes","No","No","Yes","No","Yes" +1485850,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2999514,254,2,44,180,324,432,59,163,328,480,80,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +1963887,106,2,0,40,80,120,17,56,114,168,34,"No",0,0.91,0.83,0,"No","No","No","Yes","No","No" +3152301,481,4,28,560,840,882,55,193,400,616,69,"No",0,1,1,2,"Yes","No","No","No","No","No" +2858591,151,8,0,68,136,204,31,108,203,309,40,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2314712,3,NA,0,0,0,0,0,0,2,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1503810,7,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1820942,70,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1864995,25,NA,0,0,0,0,1,1,3,6,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1524087,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1952701,12,2,0,0,24,40,5,14,40,55,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2981832,9,8,0,0,0,0,0,0,1,1,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1818033,0,2,2,10,10,10,0,0,0,0,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +1485700,1294,8,0,600,600,600,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1496971,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","No" +1695518,525,8,5,90,360,450,76,245,545,809,172,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +3161074,39,12,372,498,1014,1616,207,565,1206,1732,95,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1342294,58,8,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.74,0,"No","No","Yes","Yes","No","No" +1830899,0,8,3,18,33,48,13,27,55,68,4,"No",0,0.57,0.44,0,"No","No","No","Yes","No","Yes" +1359934,12,8,0,0,0,4,4,7,12,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1452627,3,NA,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1678546,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1265232,1,9,0,6,10,14,1,2,8,10,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","Yes" +2032143,6,8,0,0,7,7,2,4,11,13,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1311401,4,12,0,7,7,7,1,3,6,11,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1709207,1150,8,300,300,600,1200,214,636,1313,2134,463,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1852267,1,12,0,11,17,23,8,15,26,26,1,"No",0,0.68,0.65,0,"No","No","No","Yes","No","Yes" +3074523,13,8,0,0,0,0,0,2,4,7,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1189404,3,8,0,3,5,7,4,6,10,14,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3272825,202,4,0,0,0,0,0,0,1,5,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2146162,1,4,0,15,15,21,4,9,15,22,2,"No",0,0.87,0.91,0,"No","No","No","Yes","No","Yes" +1462708,24,8,0,135,135,135,7,30,67,108,17,"No",0,0.73,0.6,0,"No","No","No","Yes","No","No" +1765323,2,9,0,1,2,4,0,1,5,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2073341,20,8,0,0,9,18,1,3,13,24,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2998752,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1121911,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +1325388,0,8,0,1,2,2,2,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1555558,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","Yes","Yes","No","Yes" +3023800,49,NA,0,0,20,40,1,3,9,15,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3010041,145,8,0,0,0,0,5,14,34,51,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1812973,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","No","No","No","No" +2231983,151,15,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3261924,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1265442,4,9,0,4,12,16,1,4,8,11,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +2188903,80,NA,0,0,0,0,2,5,7,8,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2951366,15,52,0,0,0,0,0,0,2,2,4,"No",0,0.89,0.89,0,"Yes","No","No","Yes","No","No" +1384017,0,9,0,23,34,56,8,19,36,57,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1112227,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3193749,4,9,0,0,0,0,0,1,1,2,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1757911,1013,4,0,0,0,0,0,2,2,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1669326,169,12,0,0,0,0,0,1,1,2,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1455050,-35,8,2,200,200,200,16,75,87,94,4,"No",0,0,0,35,"No","No","No","Yes","No","Yes" +3041071,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1899262,47,8,0,46,88,130,11,32,95,133,13,"No",0,0.71,0.7,0,"No","No","Yes","Yes","No","No" +3053779,352,8,100,0,0,0,17,54,163,262,21,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2912375,109,2,67,265,501,749,83,284,489,656,79,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2219992,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1496907,9,12,0,11,23,23,2,7,21,29,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +2915649,42,8,0,65,109,153,8,43,81,116,17,"No",0,1,1,0,"No","No","No","Yes","No","No" +2122649,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"Yes","No","No","Yes","No","No" +1502692,56,8,40,0,0,40,15,52,118,141,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +3091492,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1342603,49,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1466437,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1157457,41,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1442365,4,8,0,20,40,60,5,12,28,37,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1462587,0,2,0,322,322,322,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1437689,84,12,0,0,0,0,0,4,9,10,13,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1215618,47,2,50,50,150,250,38,91,204,260,36,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +1675392,50,NA,0,0,0,0,0,3,6,11,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1252929,83,NA,3,0,0,0,7,44,92,154,37,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1171617,12667,8,852,828,828,828,1212,1666,2747,2747,2307,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +1176205,4,8,0,0,0,0,2,4,6,8,1,"No",0,0.87,0.69,0,"Yes","No","No","Yes","No","No" +2147001,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1465214,4,8,0,0,10,10,0,2,5,6,2,"No",0,0.04,0.04,0,"No","No","Yes","Yes","No","No" +1545961,13,8,0,8,8,8,8,17,34,53,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1589323,4,8,0,4,7,11,1,5,5,7,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1347106,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1754369,663,8,242,1848,3192,4368,460,1566,4191,6756,567,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2967818,93,2,0,50,150,250,11,48,90,109,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3126377,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1233776,209,8,0,300,300,300,38,112,237,431,72,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1482484,282,4,220,2384,3554,4188,1102,1554,2318,3078,276,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2096497,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1230763,132,12,0,0,0,0,7,15,37,58,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2265921,113,2,9,95,208,315,36,124,247,358,29,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2303117,1,8,0,9,9,18,5,12,22,27,5,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +1264825,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1553040,3294,5,0,0,0,0,30,156,344,601,55,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1687399,15,2,0,0,0,0,1,4,18,19,1,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1659630,2,2,0,3,6,7,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2262778,5,NA,0,0,0,0,0,2,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1682419,0,NA,0,32,49,59,0,2,3,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2029481,635,8,4,0,0,0,10,26,82,124,44,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1306550,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.54,0,"No","No","No","Yes","No","No" +3036964,9,8,0,19,31,51,4,15,29,35,3,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2985298,4,8,0,0,0,0,0,0,0,1,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2246554,415,8,0,0,0,0,0,5,6,6,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1389471,0,8,0,11,11,11,0,6,6,6,0,"No",0,-99,-99,6,"Yes","No","Yes","Yes","No","No" +1268796,3,0,0,0,0,0,0,1,2,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1480522,0,4,0,0,0,0,1,2,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1829693,5,8,0,0,0,0,1,1,2,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1438114,2,NA,0,0,0,0,0,1,2,3,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3255919,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1140346,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2283615,57,8,0,0,0,0,0,1,3,4,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +2000677,0,2,0,1,1,1,0,0,0,0,1,"No",0,0.92,0.93,0,"Yes","No","No","Yes","No","Yes" +3089742,260,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.32,0,"No","No","No","Yes","No","No" +1180814,1040,8,0,0,0,0,78,251,523,888,101,"No",0,0.5,0.33,0,"No","No","No","Yes","No","No" +2999768,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2022449,399,8,2,0,0,0,8,40,71,114,12,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1133119,242,NA,0,0,0,0,397,1727,2079,2467,124,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1283582,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1463378,88,8,0,0,0,0,0,0,0,1,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +2862169,12,2,0,0,0,0,2,3,3,4,0,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +2949415,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.9,0,"Yes","No","No","Yes","No","No" +1859275,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1187643,33,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2157763,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3228968,16,12,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +1722685,200,8,0,0,0,0,25,101,251,336,0,"No",0,0.59,0.78,0,"Yes","No","No","Yes","No","No" +1507183,2,8,0,0,0,1,2,2,3,8,2,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +3144027,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1336554,14,12,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +1532621,3,9,0,1,3,4,1,3,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1574824,183,2,145,480,880,1360,178,475,841,1232,136,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3005223,1,2,0,65,65,65,7,18,22,26,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2050307,237,52,0,0,0,0,4,9,26,44,0,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +1340571,5,8,0,8,8,13,1,7,13,21,2,"No",0,0.55,0.81,0,"No","No","No","Yes","No","Yes" +1600737,564,8,0,0,0,0,4,6,8,8,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2294043,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" 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+2032565,1,8,0,2,6,10,4,6,17,20,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1615968,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.26,0.53,0,"No","No","No","Yes","No","No" +2099280,0,2,0,4,7,9,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2888732,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2013124,6,8,0,0,0,0,1,2,2,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1445761,3096,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2888180,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3026321,2,8,0,30,40,60,6,15,24,38,5,"No",0,0.94,0.94,0,"No","No","No","Yes","No","Yes" +1357684,5,8,0,0,0,0,0,0,7,8,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1549483,36,8,0,0,0,0,3,5,10,19,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2069132,236,12,100,74,74,74,17,91,194,283,53,"No",0,0.99,0.92,0,"No","No","No","No","No","No" +1784027,2,NA,0,0,0,0,3,4,7,9,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1321773,18,8,0,0,0,0,0,4,4,4,3,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3172909,5,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1660022,12,4,0,10,20,25,5,6,12,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1492166,0,2,0,20,36,40,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3139018,0,2,0,3,4,6,2,2,4,5,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1618655,20,12,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1615684,1,9,0,1,2,3,0,1,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1734339,7,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1967532,2,8,0,3,6,9,3,4,7,7,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1232485,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.7,0,"Yes","No","No","Yes","No","No" +2890197,98,8,10,155,276,411,43,151,315,453,123,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +2885257,90,4,0,30,60,60,3,16,31,73,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1163478,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1209080,2,9,0,0,1,2,1,3,5,7,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1275725,73,2,0,0,0,0,1,1,3,4,2,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1965656,0,2,0,21,33,34,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1915114,21,12,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.71,0,"Yes","No","No","No","No","No" +3010599,40,9,15,45,89,130,16,49,93,142,27,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +2842025,92,8,50,270,420,630,76,234,390,555,60,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2051913,17,8,0,0,0,0,0,0,0,0,3,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2199517,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3002057,0,2,0,27,47,72,6,26,48,66,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1199488,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1646340,1,9,0,0,0,1,1,1,2,2,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2110567,19,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2056839,3,8,0,5,10,15,1,5,7,11,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1670080,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +3242181,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2046042,0,4,0,9,9,9,0,0,0,0,0,"No",3,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2999331,4,2,0,0,0,4,0,0,1,3,1,"No",0,0.46,0.25,0,"Yes","No","No","Yes","No","No" +2962528,3519,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1184703,17,11,0,27,54,81,9,38,78,114,13,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1803801,4,8,0,20,20,20,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1205743,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1607572,8,8,0,0,0,0,0,0,0,2,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1972325,4,2,0,1,4,4,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1242740,176,2,97,150,391,592,52,177,291,659,68,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2175001,2,4,4,0,0,0,0,2,2,2,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +1978819,88,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.81,0,"No","No","Yes","Yes","No","No" +1467334,12,4,0,22,29,43,5,9,17,17,0,"No",0,0.93,0.94,0,"Yes","No","No","Yes","No","No" +1499244,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","No" +1493129,2,12,0,11,17,23,6,12,17,21,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1178147,86,5,15,94,210,302,30,78,192,283,26,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1595409,6,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1780674,26,8,0,9,21,30,7,13,30,59,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3015203,21,9,0,0,0,0,1,4,13,20,0,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +2878934,5,2,0,0,0,0,0,1,1,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1620345,42,8,0,0,0,0,4,14,24,32,0,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +1493548,12,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2206783,0,2,0,17,29,33,0,0,0,0,2,"No",0,0.77,0.64,0,"No","No","No","Yes","No","Yes" +1274274,2,2,0,3,5,6,1,5,7,8,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1727156,44,8,0,512,704,896,117,304,422,606,171,"No",0,0.84,0.77,1,"No","No","No","Yes","No","Yes" +1971240,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1803699,80,8,0,30,80,130,14,50,111,173,22,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1171502,4,8,0,4,8,8,2,4,8,18,0,"No",0,0.38,0.28,0,"No","No","No","Yes","No","Yes" +1273629,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1789288,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1723744,207,4,0,0,0,0,5,12,21,35,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1231431,2,8,0,10,10,20,0,5,11,13,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3248872,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +2289014,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1368262,2,9,1,1,2,3,2,5,11,17,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2115695,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1186792,1,2,0,2,3,5,1,2,4,4,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1861442,7,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2024291,4,8,0,0,1,3,0,1,4,5,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1301289,9,8,0,0,0,5,1,5,9,15,0,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +1237004,27,8,0,0,0,0,0,1,1,4,0,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +1187242,0,8,0,154,154,154,0,0,0,0,0,"No",0,0.3,0.38,0,"No","No","Yes","Yes","No","No" +1368566,4699,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1786523,116,9,0,105,235,365,73,161,272,448,29,"No",0,0.52,0.41,0,"No","No","No","Yes","No","Yes" +2081185,40,2,0,0,0,0,0,2,2,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1716529,1607,8,40,0,0,0,69,268,548,842,99,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1283605,4,9,0,0,0,0,1,1,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1299796,23,2,0,0,0,0,0,1,1,2,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1908177,42,8,0,0,0,0,2,5,7,14,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1258971,39,8,0,0,0,0,0,6,13,20,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1860862,4,2,0,1,3,5,1,5,10,11,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1428849,930,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2985919,10,12,0,5,10,15,3,5,14,19,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1850325,0,NA,0,0,0,0,4,70,199,285,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1396993,9,8,0,44,68,68,6,17,37,66,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2263474,10850,8,0,0,0,0,90,224,497,860,88,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3255768,547,12,49,900,1620,2340,433,1008,2006,3189,270,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +1313189,63,52,0,0,0,0,6,55,110,122,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1720424,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2237404,23,2,35,18,54,72,1,11,16,20,2,"No",0,0.99,0.92,0,"Yes","No","No","Yes","No","No" +1621945,271,52,0,0,0,0,8,24,50,68,1,"No",0,0.97,0.94,0,"Yes","No","No","No","No","No" +1305745,12,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1267820,73,8,1,0,177,177,8,21,38,83,18,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1788947,231,2,133,450,750,1100,214,441,741,1009,117,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1996483,23,8,12,79,164,266,15,46,86,118,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1378051,145,NA,0,0,0,0,0,3,8,13,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2305391,13,8,2,696,696,696,3,11,25,44,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1802191,166,4,68,189,462,722,100,274,505,739,78,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2148681,1385,8,0,0,0,0,0,6,37,59,271,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1164982,5,8,0,25,39,53,6,15,31,48,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2926703,429,16,0,81,81,81,0,0,0,0,0,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +1582679,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2075681,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1348054,2,8,0,0,0,0,0,0,0,1,3,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2285690,1770,9,0,0,0,0,0,7,22,28,0,"No",0,0.93,0.9,0,"Yes","No","No","Yes","No","No" +2120850,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1859662,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1532727,29,8,2,502,718,916,209,357,592,985,106,"No",70,0.31,0.41,21,"No","No","No","Yes","No","Yes" +1531727,2,8,0,3,3,6,2,2,4,6,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +3205185,1,8,1,0,0,1,0,0,1,1,2,"No",0,0.54,0.71,0,"Yes","No","No","Yes","No","No" +3140379,266,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1332762,65,4,20,100,180,280,25,94,178,279,41,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +2239632,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3271599,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1736088,8,2,4,6,12,18,1,6,15,22,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1351034,1,8,0,0,1,1,0,1,1,1,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1259016,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1666666,0,2,0,4,8,12,2,6,10,11,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1899955,6,8,0,20,55,90,13,37,77,101,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +2236651,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1764875,28,8,0,32,88,152,19,73,134,173,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1169473,84,12,0,0,0,0,0,1,3,7,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1980415,113,8,0,60,120,180,21,64,142,228,40,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1693599,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3186256,0,10,0,10,10,10,0,0,0,0,0,"No",0,0.77,0.84,0,"Yes","No","Yes","Yes","No","No" +3190818,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1189319,2,8,0,8,8,8,0,1,6,10,0,"No",8,0,0,0,"No","No","No","Yes","No","Yes" +1438272,8,8,0,10,15,35,3,12,27,38,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1585763,3,8,0,183,273,393,29,126,256,362,40,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1587612,5,4,0,15,15,30,2,5,8,12,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1965423,35,8,0,0,0,0,0,1,1,1,1,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +3072000,10,8,0,0,5,10,3,4,11,15,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1846092,0,2,0,20,20,20,0,0,3,3,1,"No",0,0.83,0.7,0,"Yes","No","No","Yes","No","No" +2022840,30,4,0,0,0,0,0,0,0,0,2,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3071532,10,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +2936460,274,8,0,0,0,0,71,71,80,85,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1761343,51,3,0,0,12,30,31,98,145,148,3,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","No" +1448877,0,2,3,6,6,6,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1813873,27,2,0,0,0,0,0,0,0,1,2,"No",0,0.02,0.1,0,"No","No","No","Yes","No","No" +2043513,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +2074747,6,12,0,0,0,0,0,1,2,2,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","Yes" +1741743,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1781815,216,2,29,217,496,751,71,177,360,472,90,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2981240,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1163946,139,8,15,200,300,400,34,93,163,274,65,"No",0,0,0,0,"No","No","No","Yes","No","No" +2212699,10,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1830741,54,0,0,0,0,6,2,10,28,36,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3016887,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1509103,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +2884145,217,NA,20,0,0,0,63,176,469,669,116,"No",0,-99,-99,0,"No","No","No","No","No","No" +1158812,9,8,4,16,32,44,9,30,61,100,0,"No",4,0.64,0.69,0,"No","No","No","Yes","No","Yes" +1800533,9,2,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","No" +3128325,1,8,0,2,3,4,2,2,5,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1989292,50,2,0,0,0,0,2,8,10,10,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +2136267,54,8,0,0,0,0,0,10,12,24,2,"No",0,0.98,0.85,0,"No","No","No","Yes","No","No" +2955143,0,2,0,4,4,4,4,7,8,8,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","Yes" +1552359,50,8,0,0,0,0,0,1,12,18,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1386021,419,12,85,334,595,997,149,592,1106,1632,85,"No",30,0.9,0.72,0,"No","No","No","Yes","No","No" +1913797,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1555665,18,8,3,6,30,54,3,14,48,64,8,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1133805,55,2,0,0,0,0,0,0,0,20,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3074959,380,52,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1526270,38,9,0,0,0,0,1,1,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1992311,17,8,0,0,0,0,1,3,3,3,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2974159,0,2,0,8,8,8,0,0,0,0,1,"No",8,0.03,0.1,0,"Yes","No","Yes","Yes","No","No" +1312757,1,2,0,0,0,0,1,1,1,1,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1912093,0,8,0,10,14,20,5,9,12,22,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","Yes" +3127848,331,0,0,0,0,0,1,7,14,20,4,"No",0,0,0,0,"No","No","No","No","No","No" +2102090,2,10,0,0,0,0,0,0,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2254584,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2292524,1885,2,1706,5440,12320,18560,1378,5239,11414,17511,901,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1934022,58,2,0,60,90,120,15,60,104,144,25,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1524960,19,8,0,6,18,36,1,17,35,54,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1544506,345,2,0,0,0,0,0,39,96,142,11,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1595078,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1263321,340,0,11,0,0,0,39,94,207,336,53,"No",0,0,0,0,"No","No","No","No","No","No" +1984472,273,9,107,250,600,950,120,354,767,1154,190,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1124999,7,9,0,0,0,0,0,0,1,1,2,"No",0,0.34,0.41,0,"No","No","Yes","Yes","No","No" +1616430,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1393622,392,12,43,492,742,992,155,411,757,1171,162,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1964150,3,2,0,0,0,0,0,1,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3051844,20,NA,0,0,0,0,7,11,33,43,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +3189546,7,8,0,0,0,0,4,5,7,9,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1267365,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.6,0,"Yes","No","No","Yes","No","No" +2894689,1,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2298666,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.78,0,"Yes","No","Yes","Yes","No","No" +1209467,22,NA,0,0,0,0,6,16,32,43,6,"No",0,-99,-99,0,"No","No","No","No","No","No" +1239566,0,2,0,322,322,322,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","Yes" +1171946,45,9,0,0,0,0,0,0,1,1,2,"No",0,0.12,0.7,0,"No","No","No","Yes","No","No" +1520253,5,8,0,9,18,36,2,10,13,18,1,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +1709435,108,12,0,0,0,0,1,1,1,1,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +2940499,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.84,0,"Yes","No","No","Yes","No","No" +1619071,1,8,0,2,4,5,0,1,3,7,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","Yes" +2175206,29,16,3,24,36,56,5,27,51,77,16,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1786949,203,8,2,0,0,0,11,25,55,135,29,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1969838,3,2,0,1,1,1,0,1,4,4,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1899253,3,52,0,0,0,0,0,1,1,1,3,"No",0,0.82,0.8,0,"Yes","No","No","Yes","No","No" +3156765,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +3042725,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1697977,6,8,0,32,32,32,6,18,32,44,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2285291,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.91,0,"Yes","No","No","Yes","No","No" +2286389,6,8,0,0,1,3,0,0,4,6,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1142587,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1387460,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +1215139,10,NA,0,0,0,0,1,4,6,11,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3014351,28,8,0,0,0,0,2,4,9,20,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2225925,178,4,0,0,0,0,14,52,109,163,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2040663,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2162453,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3022359,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2225332,-4,9,0,53,86,112,4,50,76,115,12,"No",14,0.61,0.71,4,"No","No","No","Yes","No","Yes" +2127299,0,2,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1874236,0,8,2,1,1,1,1,1,2,2,0,"No",1,0.84,0.89,0,"Yes","No","No","Yes","No","Yes" +3199387,5,12,0,0,0,0,0,1,1,1,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1218626,7,4,0,0,0,0,0,1,2,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3181463,531,8,199,528,1008,1536,213,631,1091,1632,345,"No",0,0.98,0.99,1,"No","No","No","Yes","No","No" +2282632,28,52,0,0,0,0,6,33,78,150,17,"No",0,0.87,0.89,0,"Yes","No","No","Yes","No","No" +2244034,3,8,0,0,0,0,2,2,2,4,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2921172,664,8,340,757,1461,2121,253,767,1532,2603,224,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +1840950,2,8,0,0,0,1,0,0,7,8,1,"No",0,0.65,0.75,0,"No","No","No","Yes","No","Yes" +1611840,2,2,0,12,12,12,5,8,12,18,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +1205487,10,13,0,0,0,3,2,6,9,13,1,"No",0,0.76,0.79,0,"No","No","No","Yes","No","Yes" +3269151,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2856695,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1716876,202,8,1,0,144,144,28,166,269,365,85,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3236484,30,12,0,19,19,19,8,19,27,56,9,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +2078580,2103,NA,0,0,0,0,0,4,5,11,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2300550,93,8,7,122,300,442,62,169,360,536,43,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +3001475,134,2,6,272,578,950,100,375,763,881,21,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2256756,7,8,0,0,0,0,0,1,1,1,1,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +3090999,2,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1641085,833,2,0,0,0,0,3,18,35,74,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2927532,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1117267,366,8,0,0,0,0,0,0,0,0,2,"No",0,-99,0.2,0,"No","No","No","No","No","No" +2990275,7575,8,0,0,0,4000,112,2444,4339,6812,223,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1237644,6,NA,0,0,0,0,0,1,1,2,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1768609,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3058861,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2174586,0,2,0,188,338,363,0,0,0,0,18,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1683749,19,4,9,10,20,20,3,17,27,41,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2094501,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2108876,198,8,0,5,129,252,1,3,94,215,192,"No",0,0,0,0,"No","No","No","Yes","No","No" +1805177,481,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.74,0,"No","No","No","Yes","No","No" +2310757,1398,2,240,833,1616,2166,277,840,1682,2804,202,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +2886765,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1239257,5,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2147655,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1315498,0,8,0,21,31,41,10,16,23,36,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1321347,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1693610,6,8,0,9,15,21,6,13,23,31,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +2172097,0,12,0,13,22,28,1,5,15,19,0,"No",2,0.57,0.7,0,"No","No","No","Yes","No","Yes" +3079461,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2197750,2622,52,11,0,0,0,39,93,157,264,39,"No",0,1,0.95,0,"Yes","No","Yes","Yes","No","No" +1361453,1,8,0,8,16,20,11,15,20,31,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1223074,0,2,0,0,0,0,0,0,0,13,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","Yes" +3181365,300,8,0,510,984,1391,160,550,1163,1810,131,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1191361,25,8,0,0,0,0,0,4,5,15,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3050433,15,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2142960,14,NA,0,0,0,0,5,10,16,39,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1780277,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1308822,1,8,0,1,1,2,0,2,3,4,0,"No",0,0.11,0.47,0,"No","No","No","Yes","No","Yes" +1997143,8,8,0,0,0,4,0,0,0,0,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1270873,184,8,6,96,192,264,41,131,265,480,381,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1378407,162,16,0,0,0,0,10,25,55,82,24,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","No" +2821384,4,13,0,0,0,0,1,2,4,7,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1252914,3469,8,90,15,15,275,224,867,2118,4352,500,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3202275,3,10,1,0,0,0,0,0,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1821346,4,12,16,5,13,25,7,19,34,49,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1642513,446,8,84,133,509,879,123,363,712,1208,137,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1850838,59,12,6,30,60,90,10,40,72,97,18,"No",0,0.44,0.38,0,"No","No","Yes","Yes","No","No" +1743160,1000,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1663727,36,4,0,0,0,0,14,51,76,123,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2092741,13,8,1,48,72,120,25,57,90,127,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +3243450,122,8,0,58,86,114,13,43,81,130,17,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1312302,59,2,0,0,0,0,5,9,62,62,5,"No",0,0.82,0.62,0,"Yes","No","No","Yes","No","No" +2062075,3,8,0,50,75,100,3,25,39,48,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3158442,209,8,549,621,1521,2426,309,1073,2172,3379,213,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +3152835,6,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.06,0,"Yes","No","Yes","Yes","No","No" +1943818,0,2,0,5,15,15,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2991420,29,2,0,41,82,123,6,37,94,113,10,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +3235672,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1907293,0,8,0,8,11,16,2,7,9,15,0,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +3213911,0,12,0,67,99,139,19,48,92,160,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3251014,11,8,0,0,0,0,0,0,2,7,3,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1606479,19,8,0,60,120,140,16,59,101,138,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +2080465,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1170399,0,2,0,5,5,5,2,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2103577,180,8,0,0,0,0,0,10,10,10,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1444962,3,9,3,6,10,10,3,4,7,14,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1507656,30,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1455964,297,2,0,450,990,1530,126,328,530,603,0,"No",0,0.98,0.92,0,"Yes","No","No","Yes","No","No" +1526976,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1830221,0,8,90,114,114,114,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1709382,573,8,765,523,963,1278,212,712,1566,2483,84,"No",30,0,0,0,"No","No","No","Yes","No","No" +1754488,42,2,1,475,884,1370,124,207,246,292,44,"No",46,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1765329,7,8,0,0,0,2,1,2,11,19,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +3044941,0,2,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +1130348,327,12,360,3900,6000,7800,597,1885,3967,6418,485,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +2977313,10,8,0,12,40,54,4,15,34,55,30,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1769865,15,8,0,0,0,0,1,3,7,20,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1343589,-1,8,0,26,42,62,0,7,14,17,4,"No",0,0.96,0.95,1,"No","No","No","Yes","No","No" +1686348,-1,12,0,360,360,360,20,57,132,229,50,"No",0,0,0,25,"No","No","No","Yes","No","Yes" +1802858,69,2,0,0,0,0,2,3,5,5,0,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +2300466,0,8,0,8,8,8,5,7,15,25,2,"No",0,0.49,0.76,0,"No","No","No","Yes","No","Yes" +3280544,2,8,0,1,3,5,1,2,5,6,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1693025,6,2,0,22,46,76,14,27,63,90,0,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +2005029,218,8,156,286,616,748,0,0,0,0,0,"No",0,0.07,0.17,0,"No","No","No","Yes","No","No" +3190971,78,2,24,168,264,384,55,155,250,357,77,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3145342,5,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1761010,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2859061,112,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3088098,11,8,0,0,4,8,0,2,7,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2258260,3,4,0,0,2,3,1,2,2,5,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2259119,1,8,0,10,10,20,3,11,14,14,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1781278,0,8,2,5,11,15,4,10,11,15,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1585265,2,8,0,0,34,34,0,0,0,0,0,"No",0,0.93,0.81,0,"No","No","No","Yes","No","No" +1830401,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1421021,126,4,4,530,818,1034,128,304,620,933,279,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1158907,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.39,0,"No","No","Yes","Yes","No","No" +3163438,377,2,112,900,1764,2736,180,548,840,965,295,"No",0,0.88,0.63,0,"No","No","No","Yes","No","No" +1380393,4,2,0,1,1,1,0,0,0,0,1,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +1837925,988,8,0,0,0,0,0,2,3,3,2,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1192469,191,8,0,0,0,0,5,20,44,70,1,"No",0,0.86,0.91,0,"Yes","No","No","Yes","No","No" +1666539,5,3,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2180230,6,2,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +3223029,183,2,53,109,277,443,41,125,193,217,65,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3256594,141,8,0,0,0,0,1,15,21,24,1,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +1795840,2595,NA,0,0,0,0,0,0,5,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3225576,0,5,0,2,2,2,0,0,0,0,0,"No",0,0.65,0.71,0,"No","No","Yes","Yes","No","No" +1926884,0,2,0,3,3,6,0,0,2,2,0,"No",0,0.57,0.42,0,"Yes","No","No","Yes","No","Yes" +3231554,6,8,0,20,26,28,0,7,15,15,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3038631,174,8,0,0,564,564,19,73,155,231,32,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1894021,17,9,0,0,0,0,0,1,2,2,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2882871,0,0,0,5,7,9,1,3,7,7,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3133104,13,8,0,0,8,8,3,8,19,26,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +1515280,292,8,100,240,504,768,138,344,686,1060,73,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1749530,2,2,0,1,2,3,0,1,1,5,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1982811,171,4,0,0,0,0,6,26,52,81,27,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1315694,64,2,3,80,168,283,25,70,187,259,26,"No",0,0.8,0.88,0,"No","No","No","Yes","No","No" +1700335,0,2,0,20,30,50,8,12,31,48,3,"No",0,0.82,0.83,0,"No","No","No","Yes","No","Yes" +1320255,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3066921,251,8,955,2040,4239,6155,754,2209,4898,7970,431,"No",0,0.84,0.87,3,"No","No","Yes","Yes","No","No" +1572369,2,3,0,16,24,40,6,14,25,35,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1290486,8,12,0,0,0,0,0,1,2,2,0,"No",0,0.05,0.24,0,"No","No","No","Yes","No","No" +2978469,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2306353,0,8,0,18,18,18,0,0,0,0,0,"No",0,0.68,0.78,0,"Yes","No","No","No","No","Yes" +1949973,9,8,0,0,5,5,2,3,10,16,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2979577,0,2,0,1488,2239,3031,1,1,1,1,67,"No",0,0.99,0.99,1,"No","No","No","Yes","No","Yes" +1700234,36,2,0,0,0,0,25,28,28,28,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2839318,7,8,0,0,0,0,0,1,2,3,1,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1690540,36,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1812840,0,NA,0,55,55,55,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1491400,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1879541,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1124305,11,2,0,6,12,18,4,19,25,30,0,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","Yes" +1233657,25,8,0,0,0,0,2,20,53,88,13,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +3147869,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2157269,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2939333,103,2,0,0,0,0,0,1,1,5,1,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +3012281,0,8,0,1,1,1,0,0,0,0,6,"No",0,0.06,0.13,0,"No","No","No","No","No","No" +1626349,22,8,0,0,0,0,1,3,11,23,4,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1247914,1481,12,0,0,0,0,0,0,0,3,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1690939,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3074164,9,2,0,0,0,0,0,0,0,1,0,"No",0,0.81,0.75,0,"No","No","Yes","Yes","No","No" +3245917,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1559575,6,8,0,14,28,42,7,19,27,41,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1571751,26,9,0,0,0,0,2,2,4,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1501393,11,8,0,0,0,0,9,10,13,25,7,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2942612,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2928959,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1511052,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1973713,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1501704,2,2,0,14,14,14,9,17,24,24,0,"No",4,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1525144,226,8,262,444,1044,1566,189,618,1316,2097,134,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +2806664,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1398986,6,8,0,9,19,29,4,9,16,26,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1717702,5033,8,0,0,0,0,0,5,5,5,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1251077,26,12,0,25,32,39,0,6,6,6,2,"No",0,0.66,0.55,0,"No","No","No","Yes","No","No" +3215031,26,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.89,0,"No","No","Yes","Yes","No","No" +1704004,72,8,2,0,0,0,4,22,44,72,1,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1853041,10,2,0,0,6,12,2,6,20,28,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1864628,226,12,0,0,0,0,0,0,0,2,0,"No",0,0.38,0.47,0,"No","No","No","No","No","No" +3189830,3,12,0,0,0,0,0,0,0,1,1,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +2182350,2,4,0,0,0,0,1,1,1,1,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +3188369,4,2,0,4,4,4,0,0,0,0,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +3102932,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1211468,12,4,0,17,34,68,7,22,39,71,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1718595,20,6,0,85,115,155,14,41,89,124,17,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1668585,234,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3276685,104,8,0,0,0,0,0,0,4,4,1,"No",0,0.77,0.86,0,"Yes","No","No","Yes","No","No" +1525600,1,12,0,0,0,0,0,0,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2207177,2,8,0,13,13,13,0,7,13,18,13,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2225010,128,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3192560,4,8,0,0,0,0,0,0,0,4,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2230070,13,9,0,0,0,0,0,2,6,9,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2043891,0,4,0,4,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","No","No","No" +1286155,15,8,0,0,0,10,3,11,24,29,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1502155,15,2,0,0,0,0,0,1,3,4,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1479655,5,8,0,3,5,7,1,3,5,8,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1563051,46,2,1,0,0,0,5,12,16,19,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2095124,0,2,0,35,45,45,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2214814,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +2909895,-3,8,0,66,70,91,7,28,66,91,13,"No",0,0.19,0.49,3,"No","No","No","Yes","No","Yes" +1494274,1,2,0,0,1,2,1,2,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1443704,42,8,0,0,36,72,7,24,43,63,4,"No",0,0.51,0.51,0,"No","No","Yes","Yes","No","No" +1627339,0,8,0,4,5,7,3,5,7,9,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1719426,13,2,0,12,32,52,5,17,39,45,3,"No",0,0.93,0.93,0,"No","No","No","Yes","No","Yes" +1575308,7,3,0,1,1,1,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2229511,51,8,1,58,90,106,4,31,59,139,17,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2888756,29,2,0,0,0,0,0,0,5,8,1,"No",0,0.56,0.68,0,"Yes","No","No","Yes","No","No" +1156580,104,8,0,710,1229,1744,161,532,1037,1516,180,"No",55,0.64,0.77,2,"No","No","Yes","Yes","No","Yes" +1970471,6,9,0,1,3,5,1,2,4,6,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1586101,4,8,0,0,2,2,1,1,3,6,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2120420,16,9,0,0,6,18,2,11,20,29,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2117288,0,2,0,15,21,24,0,0,0,0,0,"No",0,0.8,0.77,0,"No","No","No","Yes","No","Yes" +3089690,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2894843,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1531490,25,8,0,0,0,0,1,4,12,23,0,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","No" +1388487,51,12,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.71,0,"Yes","No","No","No","No","No" +3073863,25,8,16,32,80,144,14,55,92,157,5,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2100766,0,2,0,18,18,18,0,0,0,0,1,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","Yes" +2868519,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1851749,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1194489,271,NA,0,0,65,183,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1547311,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1344608,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.52,0.46,0,"No","No","No","Yes","No","No" +2881371,0,9,0,9,9,9,0,1,2,4,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +2257932,327,16,109,250,500,750,63,242,545,858,69,"No",0,0.6,0.58,0,"No","No","No","Yes","No","No" +3260478,2,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1908818,272,8,292,2000,3344,4576,539,1565,3042,4577,892,"No",128,0.71,0.7,29,"No","No","No","Yes","No","Yes" +2914195,112,2,30,75,150,225,47,125,196,270,39,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1718780,2,2,1,0,2,4,0,2,5,5,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1290677,226,8,0,400,400,800,18,215,603,725,80,"No",0,0.64,0.55,0,"No","No","No","Yes","No","No" +1266730,30,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2817737,702,12,0,0,0,0,0,5,7,13,1,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +2858683,2,8,0,10,15,20,3,6,7,12,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1358378,0,2,0,2,2,2,0,0,0,0,0,"No",0,0,0.07,0,"Yes","No","No","Yes","No","No" +2270309,12,8,0,0,0,0,1,3,5,7,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3208474,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1446943,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2914542,98,4,0,0,0,20,7,23,49,68,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1318800,154,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1262371,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1527727,0,12,0,0,0,0,0,0,0,0,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1307820,131,2,0,0,0,0,2,5,5,8,0,"No",0,0.5,0.29,0,"No","No","No","Yes","No","No" +2156628,4,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2946367,344,12,39,60,240,440,61,162,332,520,113,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1244403,1292,8,6,0,0,0,15,50,94,160,44,"No",0,-99,1,0,"No","No","No","Yes","No","No" +2990801,25,12,1,744,1228,1780,181,571,1099,1580,10,"No",28,0.57,0.68,1,"No","No","No","Yes","No","Yes" +1959133,0,2,0,8,13,15,1,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +3030793,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3202300,55,2,0,0,0,0,1,7,10,12,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1479118,4,9,0,0,0,0,0,0,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2917856,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1480215,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2096976,26,9,0,0,0,0,0,1,1,1,1,"No",0,0.54,0.47,0,"Yes","No","No","Yes","No","No" +2993499,0,8,0,5,8,11,0,4,4,4,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +1242286,257,8,54,290,370,450,48,95,169,385,121,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3160022,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1715669,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +1647745,0,8,0,25,25,25,5,12,19,24,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1803828,5,52,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1633901,560,8,0,0,0,0,13,36,51,108,16,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1960655,6,2,0,12,24,30,8,15,26,40,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2057366,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1886471,37,8,0,100,100,100,9,28,62,95,15,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +2986136,43,8,0,34,78,126,9,67,133,204,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3103810,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1687667,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1336341,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1364606,51,9,0,0,0,0,0,0,6,8,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3098929,0,4,0,183,194,194,0,0,0,0,2,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2075501,501,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1873743,9,2,0,0,0,0,1,1,6,8,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2914606,380,8,0,0,0,0,11,121,149,303,10,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +3022299,9,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1673277,6,4,0,0,0,0,0,0,4,4,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3219922,0,16,0,13,13,17,1,5,9,13,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","Yes" +1692630,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2272162,76,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2285901,404,9,0,0,0,0,1,1,2,3,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1238858,-3,16,0,19,19,19,0,12,16,18,8,"No",0,0.44,0.46,3,"No","No","No","Yes","No","Yes" +1835923,5,8,8,0,0,3,3,4,10,17,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1547139,4,4,0,0,0,0,2,5,7,7,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +2041020,3,2,0,9,9,9,3,4,9,13,0,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +1972762,83,12,10,75,75,75,10,24,49,80,17,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1609044,6,8,0,0,0,1,1,1,3,4,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1901682,0,8,0,447,447,447,0,0,3,3,16,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +1168836,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2046191,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1773293,33,2,0,0,30,60,8,57,91,120,9,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1916567,9,8,0,0,0,0,1,1,1,2,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2129655,346,8,148,318,618,978,147,466,906,1408,459,"No",0,0.95,0.95,4,"No","No","No","Yes","No","No" +1966148,4,8,0,5,10,20,1,8,15,15,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3030147,697,8,440,420,840,1260,125,465,867,1358,164,"No",0,0.12,0.12,0,"No","No","No","Yes","No","No" +2847610,40,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2953543,3,8,0,1,3,5,1,3,5,9,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1392268,4,2,0,1,1,1,0,0,0,0,1,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +2880167,39,0,5,18,48,72,12,28,67,98,12,"No",0,0,0,0,"No","No","No","No","No","No" +2870937,81,52,0,0,0,0,2,13,27,36,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1503322,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1489546,-2,NA,0,12,12,12,0,0,1,1,0,"No",0,-99,-99,2,"No","No","No","Yes","No","Yes" +1632943,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +3188985,9,8,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1722642,1569,12,0,0,0,0,0,0,0,0,2,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +1123248,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +2889867,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2066967,120,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1494416,215,12,0,0,0,0,0,0,2,2,2,"No",0,0.93,0.89,0,"No","No","No","No","No","No" +1736604,11,8,10,23,51,79,8,18,39,39,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1595205,207,NA,48,0,0,0,49,172,388,728,120,"No",0,-99,-99,0,"No","No","No","No","No","No" +2279105,2324,8,1278,2088,4662,6147,824,2916,6634,10757,602,"No",0,0.61,0.59,0,"No","No","Yes","Yes","No","No" +2140827,77,4,0,0,0,0,2,8,40,45,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2856836,6,9,11,7,7,14,0,7,13,22,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1220408,4,2,0,98,137,189,21,48,93,128,30,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1308243,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2908207,12,12,0,0,0,0,0,2,3,3,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1937825,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2199340,12,8,0,0,0,0,0,0,3,3,0,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +1439512,39,8,8,48,104,152,22,64,134,193,13,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1856090,20,4,20,25,25,25,0,7,8,13,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1392796,15,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +2309751,5,2,0,0,24,24,2,4,6,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1783870,5,2,0,0,0,0,6,12,16,16,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +3047682,11,12,0,20,20,20,0,0,0,0,0,"No",0,0.27,0.26,0,"Yes","No","No","No","No","No" +1383031,1,8,0,1,1,2,1,1,1,1,1,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +2982693,3,4,1,2,3,5,2,4,6,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1127534,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1377198,3,12,0,2,5,8,1,2,4,4,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1121056,1925,8,424,3840,7290,10740,1159,3700,7567,12098,1004,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2182055,0,2,0,25,25,25,0,0,0,0,1,"No",0,0.74,0.4,0,"Yes","No","No","Yes","No","No" +1749831,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1342373,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","Yes","Yes","No","No" +1284342,96,2,0,0,37,74,9,104,162,189,0,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +1996568,0,2,0,3,4,6,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1829663,18,NA,0,0,0,0,0,2,6,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1893680,104,8,0,0,0,0,0,1,1,1,1,"No",0,-99,0.42,0,"No","No","No","Yes","No","No" +3113261,0,4,0,4,4,6,12,16,19,20,1,"No",0,0.96,0.89,0,"No","No","No","Yes","No","Yes" +1511597,4,3,0,25,25,25,9,20,30,42,0,"No",0,0.54,0.7,0,"Yes","No","No","Yes","No","Yes" +2257820,198,NA,0,0,0,0,5,10,18,27,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1332750,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1246457,8,52,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","Yes","No","No","No" +2051588,6,8,0,6,18,24,2,8,18,27,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1664429,7,8,0,0,20,20,1,5,5,7,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1737659,14,8,0,0,0,0,0,0,2,6,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2282304,191,4,0,0,0,0,1,1,6,7,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1701732,7,8,0,3,7,15,5,19,31,38,0,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1408551,5,8,0,40,60,60,8,27,44,66,2,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +1306031,34,8,28,37,116,187,29,91,184,276,31,"No",0,0.72,0.77,0,"No","No","No","Yes","No","No" +1309181,1,9,0,1,1,1,0,1,1,1,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1207509,109,12,0,0,0,0,13,23,56,79,38,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +3208164,11,8,0,0,0,0,0,1,1,4,3,"No",0,0.86,0.7,0,"No","No","No","Yes","No","No" +1893034,146,8,41,45,135,214,19,67,164,327,30,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1200488,15,2,0,0,0,0,0,1,2,3,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2853794,7,4,0,0,0,0,0,1,3,3,1,"No",0,0.56,0.58,0,"Yes","No","No","Yes","No","No" +1895459,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1891513,3,9,1,2,4,5,1,3,6,7,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2295909,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +3242836,2,2,2,2,4,7,1,5,10,11,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2952718,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +3219416,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +2138459,3760,8,0,0,0,0,0,1,1,3,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1386641,171,9,45,310,510,650,49,166,311,381,58,"No",31,0.71,0.77,0,"No","No","No","Yes","No","No" +2205348,1411,4,0,0,0,0,4,15,30,151,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1513053,48,9,0,0,0,0,0,0,10,20,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1804578,2,8,0,16,16,16,1,5,11,16,2,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +2101347,490,12,0,0,0,0,0,0,5,10,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1685223,0,8,0,12,12,24,0,3,10,15,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2030541,9,2,0,52,92,136,20,65,96,156,7,"No",0,0.45,0.57,0,"No","No","No","Yes","No","Yes" +1234992,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","No" +2828862,1,12,0,0,0,0,0,0,0,1,2,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +2080000,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2305109,27,2,0,0,0,8,1,6,14,25,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1858757,7,4,0,0,0,0,0,0,0,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1913546,3602,2,8426,10368,18240,24000,3127,9218,16369,26267,2120,"No",960,0.14,0.38,0,"No","No","No","Yes","No","No" +2825676,248,2,79,576,1116,1644,269,726,1269,1814,88,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1650905,11,6,0,84,84,84,25,35,56,91,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1298997,259,9,36,167,447,828,85,371,777,1117,94,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1867675,19,8,0,0,0,0,1,1,2,4,1,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +3004036,2,2,0,0,0,0,0,0,2,2,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +3202942,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1802305,20,8,0,0,0,2,3,8,10,11,1,"No",0,0.69,0.57,0,"Yes","No","No","Yes","No","No" +2240898,3,4,0,1,2,3,0,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1483758,1559,8,707,1560,3840,5760,645,1798,3453,5431,556,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3161992,490,52,0,0,0,0,4,21,33,51,2,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +3069092,83,8,0,141,256,375,1,2,2,2,18,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1272829,7,8,0,0,0,0,0,0,2,3,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +2082057,0,8,0,200,200,200,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","Yes" +1827416,0,2,0,4,7,8,0,0,0,0,0,"No",2,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +3152761,10,NA,0,0,0,0,0,0,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2287469,1676,4,0,0,0,0,22,61,115,180,20,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3060163,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +3194237,3785,52,15,0,0,0,31,121,267,467,44,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1609319,6,12,0,0,2,5,0,2,6,18,3,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2912709,-4,8,0,86,108,141,44,49,112,151,0,"No",8,0.35,0.36,4,"No","No","No","Yes","No","Yes" +2211426,2,8,0,0,1,1,3,5,12,14,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1950389,3,8,0,6,10,16,1,5,9,11,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +2014201,6,9,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3166565,5,9,0,1,3,3,1,1,5,5,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +2250954,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +2984287,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1358947,0,2,0,19,19,19,0,0,0,0,1,"No",0,0.81,0.87,0,"Yes","No","No","Yes","No","Yes" +2165438,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1728672,1,2,0,3,6,8,3,4,8,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1828939,142,NA,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1331078,10,2,0,0,0,0,0,2,2,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3055900,225,8,30,168,420,684,71,254,576,880,55,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +2876794,31,8,0,0,0,0,0,0,9,20,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2921669,117,3,0,0,0,35,9,29,63,101,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3215932,209,5,13,111,273,408,39,85,202,264,59,"No",0,1,1,0,"No","No","No","Yes","No","No" +3263367,23,8,0,153,315,396,85,147,233,302,43,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1766317,5,8,0,72,110,148,15,54,84,118,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1988729,738,5,245,1652,3149,4653,430,1608,3289,5557,332,"No",34,0.69,0.69,0,"No","No","No","Yes","No","No" +1947467,641,8,512,960,2320,3600,391,1471,3400,4980,292,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +1185860,250,12,0,100,100,100,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1713599,5,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3019183,37,2,0,0,0,0,1,1,13,15,0,"No",0,0.37,0.74,0,"No","No","No","Yes","No","No" +2018119,83,NA,0,0,0,0,1,7,11,12,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2856900,34,4,34,50,73,119,19,68,124,167,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1823672,0,2,272,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1165133,4,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1585238,162,8,0,0,48,96,12,59,120,208,33,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1265321,2,10,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1723755,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1874006,0,2,0,3,4,5,4,10,17,17,2,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1738856,66,2,0,0,0,0,0,1,11,12,21,"No",0,0.65,0.67,0,"Yes","No","Yes","Yes","No","No" +1921030,15,8,3,52,93,118,9,39,63,93,12,"No",6,0.86,0.88,0,"No","No","No","Yes","No","Yes" +3013793,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1934478,45,4,16,50,74,106,29,66,118,164,193,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1731199,2,2,0,14,14,14,4,18,25,25,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +2856272,75,8,66,86,212,338,57,145,253,363,25,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3214414,23,4,0,0,0,0,1,5,7,9,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1786720,10,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3037143,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3279029,3,2,0,2,5,6,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1993827,395,12,0,0,0,0,16,46,79,110,3,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2193537,0,2,0,4,7,8,0,0,0,0,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2166984,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +2165686,12,2,0,0,0,0,1,1,4,4,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1163663,4,8,0,32,32,32,3,10,21,27,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1165655,0,9,0,1,1,1,0,0,0,1,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2156931,13,2,0,20,40,40,3,12,29,46,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1122485,1,4,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1313931,13,2,0,0,0,0,0,0,1,1,2,"No",0,0,0.09,0,"Yes","No","No","Yes","No","No" +1510987,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2174550,0,2,0,6,12,18,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","Yes" +2044146,90,2,0,0,0,0,0,1,1,1,1,"No",0,0.93,0.83,0,"Yes","No","No","Yes","No","No" +1340616,8,9,0,0,0,0,0,0,1,1,2,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2167634,94,8,0,0,0,0,3,7,24,42,14,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1137472,-1,8,0,17,23,41,1,12,18,29,0,"No",0,0.79,0.66,1,"Yes","No","No","No","No","Yes" +2033488,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2218685,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1469946,0,8,0,4,6,7,1,6,6,6,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +2805113,34,5,21,101,197,309,22,65,105,123,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1827805,128,NA,0,0,0,0,1,3,6,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2109056,19,8,0,0,12,24,3,9,22,31,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2936911,0,9,0,18,30,48,1,21,28,41,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1482467,17,9,0,1,1,4,2,8,12,20,0,"No",0,0.96,0.84,0,"No","No","No","Yes","No","No" +1185289,43,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2877184,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1534332,14,2,0,32,96,128,28,72,113,178,9,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +2150495,4272,8,0,0,0,0,13,28,52,80,57,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3244484,13,8,0,52,88,133,3,20,46,67,11,"No",0,0.77,0.86,0,"No","No","No","Yes","No","No" +2160986,8,2,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1668413,382,8,256,340,795,1315,170,503,1038,1547,127,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +3270168,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2177070,1985,12,0,0,0,0,0,0,5,5,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +3195298,5,4,0,0,0,0,1,1,1,1,0,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +2012627,49,NA,0,0,0,0,2,2,2,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3229767,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2947381,148,2,45,315,495,630,100,374,536,710,94,"No",0,0.94,0.96,2,"No","No","Yes","Yes","No","No" +3235343,16,2,0,46,91,154,14,39,70,91,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1798886,119,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +2915278,16,9,20,16,32,48,12,25,32,49,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2220107,12,8,0,0,0,0,0,1,2,2,0,"No",0,0.95,0.79,0,"Yes","No","No","Yes","No","No" +1514561,13,2,0,0,0,0,1,2,2,2,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3222116,25,8,0,0,0,0,0,0,4,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1968086,183,8,0,0,63,126,14,54,93,132,9,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1402249,4,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1610442,15,4,0,0,9,21,0,2,7,17,1,"No",0,0.88,0.78,0,"No","No","No","Yes","No","Yes" +2111356,196,8,0,0,0,0,1,1,5,10,1,"No",0,0.81,0.85,0,"Yes","No","Yes","Yes","No","No" +1411350,0,8,0,15,24,42,5,13,23,35,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1794668,17,8,0,0,0,4,0,1,13,20,0,"No",0,0.44,0.44,0,"No","No","Yes","Yes","No","No" +1558693,98,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2265576,13,8,0,13,13,24,3,8,16,27,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1760169,6,2,0,0,0,0,1,2,5,5,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2905250,2440,12,0,0,0,0,5,5,5,10,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1905322,0,8,0,15,15,15,0,1,1,1,0,"No",0,0.3,0.3,0,"No","No","Yes","Yes","No","No" +1360023,8,NA,0,0,0,0,0,2,6,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1173436,1,8,0,1,3,4,3,3,5,8,1,"No",0,0.83,0.71,0,"No","No","No","Yes","No","Yes" +2863838,56,12,0,0,28,49,20,35,73,118,10,"No",0,0.75,0.67,0,"No","No","No","Yes","No","No" +2877428,3755,8,0,0,0,0,5,58,93,164,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1873207,20,2,0,0,0,0,0,0,2,3,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1735728,51,12,0,0,0,0,0,1,3,6,0,"No",0,0.04,0.06,0,"Yes","No","No","Yes","No","No" +1954851,1,2,0,0,0,0,0,1,2,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1676381,0,9,1,2,2,2,1,2,3,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1811935,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1672190,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1247353,101,2,0,0,0,0,1,4,10,15,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1815368,20,8,0,0,0,0,0,0,1,1,0,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +1724345,5,8,0,5,5,10,1,3,5,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3222232,5,4,5,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3060532,4,8,0,0,0,0,0,0,2,2,0,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +2856408,0,8,0,24,24,24,0,0,0,0,0,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1892494,2358,8,850,3840,5760,9600,1057,3128,6185,9256,2050,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2235583,7,2,0,1870,3120,4600,2,2,2,2,224,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","Yes" +1645266,1247,52,6,0,0,0,11,59,103,166,25,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +1548392,17,2,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.9,0,"Yes","No","No","Yes","No","No" +3004907,21,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3251940,4,8,0,26,26,26,0,2,2,2,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1316160,7,12,0,0,0,0,0,0,2,2,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1726042,908,2,45,478,478,1048,228,703,1266,1640,297,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1420044,7,8,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2818949,15,8,0,1,7,8,2,5,16,32,0,"No",0,0.7,0.73,0,"No","No","Yes","Yes","No","No" +2147147,407,NA,0,0,0,0,0,5,15,19,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2020298,526,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1902412,5,8,0,80,124,160,15,49,95,135,13,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1619438,1,6,0,4,6,8,3,4,8,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1588147,54,8,4,41,82,123,17,44,87,142,21,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1157966,6,8,0,0,10,20,2,12,25,28,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2192424,4,8,0,0,0,0,0,0,1,5,2,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1176512,1,4,3,1,2,3,0,4,5,5,1,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3184057,85,8,0,0,0,0,0,1,6,7,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1412508,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2884572,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1655724,16,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+1999887,291,8,2,27,108,162,25,94,209,317,32,"No",0,1,1,0,"No","No","No","Yes","No","No" +3174766,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2885658,124,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1998659,1,8,0,1,1,2,3,3,4,9,1,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1359746,4,3,0,14,49,63,18,26,60,94,0,"No",0,0.29,0.34,0,"No","No","No","Yes","No","Yes" +1931769,11,8,0,5,5,10,7,10,19,27,4,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +2089041,98,2,0,0,0,0,6,24,38,53,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +2965630,15,8,19,0,0,0,0,4,13,21,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2133817,82,8,0,0,0,0,3,17,24,38,5,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2057008,0,4,0,4,12,16,4,8,18,22,0,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +1444202,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1515984,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1597073,34,8,0,400,400,400,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1690891,6,2,0,0,0,0,1,1,1,3,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1160755,281,52,0,0,0,0,0,1,3,6,1,"No",0,0.86,0.94,0,"Yes","No","Yes","Yes","No","No" +1772592,14,8,0,0,0,0,0,0,3,4,1,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +1875942,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","No","No","No" +3103699,12,3,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +2906144,4,NA,0,0,0,0,0,1,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1819435,308,2,103,640,928,1248,139,390,763,1201,148,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1151507,7,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2227038,16,12,0,0,0,0,0,2,2,2,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1838948,18,NA,0,0,0,0,2,5,9,14,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3001319,14839,2,0,0,0,0,0,17,30,39,20,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1146203,0,8,0,3,5,7,0,0,3,7,2,"No",0,0.84,0.78,0,"No","No","Yes","Yes","No","Yes" +1502239,19,8,0,30,60,60,18,47,86,124,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +3207850,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +3096969,128,2,38,64,192,288,54,161,315,497,48,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1236330,89,8,19,48,96,144,22,54,126,215,39,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1988928,1,9,0,4,6,6,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1361491,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1695863,0,NA,0,0,0,0,2,2,4,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2032414,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1688637,5,8,0,0,0,2,2,4,9,11,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1999408,-1,8,0,22,38,48,0,4,23,34,0,"No",2,0.66,0.57,1,"No","No","No","Yes","No","Yes" +1696625,0,12,0,6,10,11,6,15,21,24,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1610203,429,8,0,0,0,0,0,7,16,20,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3254684,1088,8,0,0,0,0,1,4,4,8,0,"No",0,0.33,0.66,0,"No","No","Yes","Yes","No","No" +1768897,48,8,0,55,83,125,13,52,114,165,18,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1972459,167,9,0,0,0,0,0,1,3,5,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3029493,152,2,65,400,580,880,122,319,561,803,96,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1199163,69,8,81,2922,4920,6918,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1723060,22,10,0,0,0,0,2,9,14,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1511207,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.85,0,"Yes","No","No","Yes","No","No" +1891335,59,2,0,0,0,0,0,3,6,11,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1991456,16,9,0,0,1,4,1,9,12,14,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1439965,9,9,0,0,0,0,0,2,2,2,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3045729,1613,12,22,687,1396,2379,366,1210,2501,3902,369,"No",0,1,1,0,"No","No","No","Yes","No","No" +1344173,1,8,0,0,0,0,1,1,1,1,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1995429,0,8,0,12,12,12,4,5,5,9,3,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1871699,32,8,30,0,0,0,2,15,27,39,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1918924,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1644131,74,4,10,87,174,261,23,75,162,255,20,"No",1,0.78,0.78,0,"No","No","No","Yes","No","No" +1419758,93,NA,55,0,0,0,430,933,1382,2379,157,"No",0,-99,-99,150,"No","No","No","No","No","No" +3033546,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1827543,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1499469,104,2,26,15,20,50,12,65,144,222,22,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2256742,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2953324,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2288192,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1315431,2,3,0,10,20,20,3,9,14,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2052335,4,8,10,0,5,10,1,5,12,18,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1334472,1,2,2,6,10,14,4,8,11,17,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1255192,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2946459,-23,2,0,100,150,150,27,32,38,38,0,"No",0,1,0.99,23,"No","No","No","Yes","No","Yes" +2306881,6,8,0,1,1,1,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2168549,10,NA,0,0,0,0,0,0,1,1,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1834444,18,8,0,320,560,832,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1533842,0,2,0,13,13,15,1,2,8,15,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2126381,3,8,0,3,4,7,1,1,7,10,4,"No",0,0.36,0.44,0,"No","No","Yes","Yes","No","No" +1595032,14,2,0,0,0,0,0,4,6,6,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1250521,8,2,0,24,52,80,11,36,53,63,0,"No",0,0.97,0.86,0,"No","No","No","Yes","No","Yes" +1576721,189,2,56,96,216,360,36,133,222,290,58,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1539015,12,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1455306,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1395724,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2300277,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.4,0,"Yes","No","No","Yes","No","Yes" +3104235,2,8,0,1,3,5,0,1,3,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2993559,458,8,0,235,235,235,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2291183,6,8,0,0,0,0,2,2,8,8,2,"No",0,0.94,0.81,0,"No","No","No","Yes","No","No" +2303734,1,6,0,4,6,8,1,3,7,10,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1312869,14,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.68,0,"No","No","Yes","Yes","No","No" +3051439,17,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2891687,698,3,519,1134,2286,3636,441,1378,1972,1974,353,"No",18,0.41,0.46,0,"No","No","Yes","Yes","No","No" +2311681,11,8,0,0,4,8,2,4,12,16,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +3245644,80,2,54,133,278,437,35,153,331,459,60,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3092745,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2953848,6,8,0,0,0,0,0,0,1,1,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2872030,134,24,0,0,0,0,3,14,43,67,12,"No",0,0.22,0.13,0,"No","No","No","Yes","No","No" +2115225,0,12,0,0,0,0,0,1,5,5,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2814537,14,2,0,0,0,0,2,2,4,4,0,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +1558115,13,8,0,0,0,0,1,1,2,4,0,"No",0,0.3,0.26,0,"No","No","No","Yes","No","No" +2983656,89,2,0,0,0,0,2,5,16,33,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1721237,0,12,0,13,21,27,1,7,16,22,0,"No",2,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2891614,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2820725,13,8,15,0,0,0,1,9,19,25,2,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1441957,68,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3080955,0,9,0,9,9,9,0,0,2,4,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +2239585,370,12,12,42,176,287,34,102,219,385,76,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1287582,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2285834,122,NA,0,0,0,0,2,2,2,3,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3116470,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3196216,467,8,0,500,500,678,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1822936,215,52,0,0,0,0,0,4,9,18,2,"No",0,0.92,0.96,0,"Yes","No","Yes","Yes","No","No" +3156452,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1348163,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2866107,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2910163,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2206805,24,8,60,6,6,6,4,16,40,61,44,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1738106,1,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2305773,239,2,273,639,1328,2059,268,968,1592,2164,242,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +2022398,0,8,0,9,19,26,6,10,16,22,0,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","Yes" +1575872,22,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1410708,3,8,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1498563,1,9,0,1,1,2,0,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3258377,7,8,0,0,0,0,0,2,4,4,1,"No",0,0.87,0.92,0,"Yes","No","No","Yes","No","No" +1751433,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1867045,12,2,0,35,77,112,6,22,63,92,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1413059,171,8,52,77,209,341,33,130,260,392,49,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2820942,-11,8,18,66,90,180,25,64,94,129,13,"No",0,0.22,0.13,11,"No","No","Yes","Yes","No","No" +2113989,3,2,3,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3064667,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2938625,12030,8,20047,10375,24750,42875,6466,19300,35068,51141,4666,"No",0,0.99,0.98,127,"No","No","No","Yes","No","No" +1170084,393,8,43,228,647,855,94,520,1094,1806,107,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1676938,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1274943,993,12,0,0,0,0,12,34,36,65,26,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3092834,34,8,0,0,0,0,6,15,16,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3039412,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2229896,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2087715,578,12,177,2100,3840,5160,374,2449,3449,5588,300,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2178882,96,8,0,56,132,170,22,80,150,236,39,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1213235,2,8,19,73,111,177,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2948465,100,0,0,40,46,46,7,17,32,48,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +2159151,10,9,0,0,0,12,3,6,11,13,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1785265,17,8,0,0,0,0,0,0,1,2,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1317864,4,3,0,9,18,30,4,12,23,32,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +1766710,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1438258,1435,8,415,1173,2328,3966,388,1563,3191,4401,472,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2169950,30,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +2207550,4,8,0,0,0,0,0,0,1,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1778611,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3234902,17,8,0,0,10,20,1,6,18,33,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1892044,65,8,0,0,310,310,7,21,39,65,12,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1813673,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1401378,166,8,13,166,268,404,57,196,370,558,84,"No",0,0.01,0.46,0,"No","No","No","Yes","No","No" +1561524,13,8,0,0,0,0,0,2,3,4,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +3050322,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1466241,521,8,0,0,130,130,10,52,206,339,47,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1575710,19,8,0,40,40,40,0,3,3,3,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1363928,19,2,0,0,0,0,4,9,12,15,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1152704,2,2,0,300,300,300,9,13,20,28,0,"No",0,0.64,0.63,0,"No","No","No","Yes","No","Yes" +3215231,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1180145,2616,4,56,0,0,0,118,322,342,342,217,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +1414391,3,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1215519,18,8,0,0,0,0,1,1,1,2,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1357617,53,10,70,252,441,567,104,187,296,469,65,"No",0,1,0.99,2,"No","No","Yes","Yes","No","No" +3269826,260,4,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3060046,123,8,19,113,239,344,41,111,285,449,35,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2018448,2350,8,0,0,0,0,0,20,42,94,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1678205,1,8,0,7,10,13,0,2,5,9,1,"No",0,0.95,0.94,0,"No","No","Yes","Yes","No","No" +2312497,42,12,0,0,0,0,0,1,1,2,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3248296,11,8,0,0,0,0,0,2,2,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3199847,2740,2,1343,1750,3750,4750,599,1794,3686,5644,620,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1608723,31,9,0,0,0,0,1,1,3,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3246670,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +2038748,151,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2932416,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1495192,13,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1847126,2,2,0,10,10,20,1,7,11,18,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","Yes" +1281053,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2131008,18,2,0,5,5,5,2,3,9,16,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1605069,19,52,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +3148708,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2174552,0,12,1,4,4,4,5,6,7,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2956079,27,4,0,0,0,0,2,5,6,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2263660,1985,4,0,0,0,0,5,12,12,12,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1192836,195,8,0,0,0,0,0,3,9,18,0,"No",0,0.91,0.8,0,"No","No","No","Yes","No","No" +1227867,-19,12,5,191,303,432,25,152,427,508,36,"No",0,0.24,0.47,22,"No","No","Yes","Yes","No","Yes" +2119856,5,9,0,2,4,5,0,1,4,6,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1620480,442,12,42,249,749,999,108,377,762,1154,116,"No",0,0.71,0.71,0,"No","No","Yes","Yes","No","No" +2993591,5,2,0,0,0,4,0,2,3,5,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +3128680,6,2,0,0,10,10,3,6,7,9,0,"No",0,0.83,0.79,0,"Yes","No","No","Yes","No","No" +2951546,5,8,0,0,2,4,0,3,4,4,7,"No",0,0.68,0.7,0,"No","No","No","Yes","No","No" +1503520,0,2,0,1,1,1,1,1,1,1,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1153920,3,12,0,4,8,12,4,5,10,11,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1159813,92,8,5,84,252,336,53,118,202,287,44,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1718067,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2872340,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1982704,196,8,96,0,126,252,6,21,31,31,20,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1475955,4,8,0,4,4,4,0,2,6,8,1,"No",0,1,0.83,0,"No","No","No","Yes","No","No" +1571976,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1446707,91,4,30,60,180,240,21,76,178,271,34,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1165203,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1209631,0,9,0,13,16,25,2,9,14,30,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2886358,26,8,2,171,247,371,41,102,236,291,40,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +3109629,1,9,0,21,35,56,8,24,38,49,5,"No",0,0.95,0.89,0,"No","No","No","Yes","No","Yes" +3181892,0,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2255708,35,14,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1405269,234,2,0,5,7,7,1,5,6,6,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2294231,93,NA,12,0,0,0,40,129,203,244,33,"No",0,-99,-99,0,"No","No","No","No","No","No" +1440318,74,2,0,0,2,15,4,14,38,55,12,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1203726,0,4,0,7,7,7,0,0,0,0,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1594182,258,52,0,0,0,0,0,12,14,24,0,"No",0,0.79,0.86,0,"Yes","No","No","Yes","No","No" +1413897,9,2,0,0,0,0,0,1,4,7,1,"No",0,0.35,0.54,0,"No","No","No","Yes","No","No" +1344433,0,8,0,1,1,1,2,2,2,2,0,"No",0,0.97,0.87,0,"No","No","No","Yes","No","Yes" +2058353,30,NA,0,0,0,0,3,4,7,11,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2867220,40,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1118643,20,4,15,0,14,20,14,40,90,139,3,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1727127,22,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.66,0,"No","No","No","Yes","No","No" +2254429,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","No" +1734171,69,8,0,0,0,0,0,0,0,0,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1320403,96,8,0,41,125,209,23,69,152,222,24,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1400038,25,8,0,11,22,44,2,20,51,81,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +3117914,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1976364,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1598047,155,4,0,0,0,0,0,1,1,9,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1166396,7,2,0,1,6,10,2,6,10,13,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +3065862,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2902791,66,8,10,56,112,154,15,51,104,150,15,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1396190,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.97,0,"No","No","No","No","No","No" +1985297,-107,12,0,699,797,881,159,679,1660,2155,189,"No",0,0.94,0.89,110,"No","No","No","Yes","No","Yes" +1785749,3,2,0,1,4,4,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2819300,2,9,0,0,0,0,0,0,0,1,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1259866,0,4,0,14,16,16,2,2,2,2,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","Yes" +2273197,8,8,0,12,12,12,9,9,13,28,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3268406,18,2,0,0,0,0,0,1,2,2,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1299966,144,2,20,120,320,520,64,178,354,525,59,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1136098,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.75,0,"Yes","No","No","Yes","No","No" +1717953,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.6,0,"No","No","No","Yes","No","No" +3056048,6,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1204101,15,8,0,32,56,88,8,30,73,94,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1988437,22,14,0,0,0,0,0,3,3,3,0,"No",0,0.41,0.45,0,"No","No","No","Yes","No","No" +1994530,3,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2126917,7,8,0,0,0,0,0,1,2,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1487632,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1115842,152,2,4,50,100,150,9,30,59,133,27,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3029598,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1162586,11,8,0,0,4,8,0,2,5,10,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1494411,1010,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1263886,2,2,0,10,20,20,7,10,15,23,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1319639,29,13,0,0,0,0,1,1,2,2,2,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1829545,0,2,0,33,71,104,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2101861,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1326750,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2019963,9,8,0,20,20,20,2,8,18,27,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2886962,65,8,7,155,221,309,70,130,189,248,26,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1448461,0,12,0,1,1,2,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1238699,71,8,0,0,0,0,1,3,4,6,0,"No",0,0.85,0.81,0,"No","No","No","Yes","No","No" +3051129,9,2,0,0,4,8,0,2,2,2,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2232100,2,14,0,36,72,104,15,39,69,94,14,"No",0,0.65,0.69,0,"No","No","No","Yes","No","Yes" +2205078,55,2,0,0,0,0,1,9,15,17,3,"No",0,0.84,0.89,0,"No","No","Yes","Yes","No","No" +2243337,1331,8,5,71,85,383,85,306,703,943,59,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +1291942,138,12,0,0,0,0,0,1,2,3,0,"No",0,0.56,0.72,0,"No","No","No","Yes","No","No" +1594958,11,12,0,0,0,0,0,2,4,4,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1729645,147,8,36,228,336,480,63,175,338,509,79,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +3058845,951,8,0,0,0,0,0,0,0,6,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1513172,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1925354,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1491961,57,8,6,37,74,111,11,36,76,117,29,"No",0,0.97,0.84,0,"No","No","No","Yes","No","No" +3023439,182,8,8,14,24,125,1,11,21,35,4,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3050985,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1246134,4,3,0,2,5,9,0,2,6,6,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1606813,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.01,0.01,0,"Yes","No","No","Yes","No","No" +3257211,245,8,0,0,0,0,6,15,23,46,40,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2081083,0,2,0,5,5,5,0,1,2,2,1,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","Yes" +1583676,132,12,32,504,1008,1008,104,265,509,787,283,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +3241716,26,8,0,0,0,0,0,1,2,2,0,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +3041887,2,12,0,8,8,12,2,3,4,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2166376,19,12,0,13,31,34,3,8,18,30,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1243899,18,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +2872047,0,2,128,72,72,72,0,0,0,0,12,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2271651,54,8,8,8,8,8,1,3,8,13,2,"No",0,0.08,0.57,0,"No","No","No","Yes","No","No" +2081045,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1205089,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +3121983,24,8,0,0,16,36,3,15,35,50,1,"No",0,0.46,0.65,0,"No","No","No","Yes","No","No" +2999367,5,4,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2157708,63,2,20,50,100,170,28,61,103,188,25,"No",0,0.87,0.84,1,"No","No","No","Yes","No","No" +2117764,5,8,0,0,1,3,0,3,3,4,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1856850,2,2,0,46,69,115,19,40,62,83,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2265424,46,2,0,100,100,100,5,33,69,95,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1347006,0,2,0,142,142,142,0,0,0,0,25,"No",0,0.08,0.16,0,"No","No","No","Yes","No","Yes" +1233919,19,2,0,0,0,0,1,5,7,13,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1660295,0,2,0,14,20,26,1,5,14,24,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2120436,24,NA,0,0,0,0,0,2,4,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1185465,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3219151,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1145333,1518,NA,0,0,0,0,44,203,360,675,61,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2971779,228,8,40,378,690,978,127,380,844,1323,113,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1827152,119,8,1,94,116,193,25,78,160,231,52,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2892308,167,8,40,100,200,320,38,166,375,503,41,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +1427672,15,2,0,0,0,0,4,8,13,13,1,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","Yes" +1117639,12,8,0,30,30,30,1,1,4,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1532389,641,12,0,0,0,0,1,2,2,2,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1775566,25,8,0,140,220,280,33,95,172,264,58,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1219405,33,2,0,0,0,0,1,1,3,3,1,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +3035598,249,2,40,162,324,396,54,182,349,504,53,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1974254,11,8,0,0,0,0,1,1,4,5,4,"No",0,1,0.41,0,"Yes","No","No","Yes","No","No" +1593845,355,8,7,0,0,0,5,34,102,135,18,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1985092,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2926396,0,8,0,216,336,456,23,174,304,442,48,"No",7,0.25,0.53,2,"No","No","No","Yes","No","Yes" +1671819,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2910315,10,8,0,0,0,0,0,1,1,1,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1642856,4,NA,0,0,0,0,1,1,6,7,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +1230717,13,8,0,0,0,3,2,6,13,31,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1237114,120,8,8,80,159,238,31,82,159,270,42,"No",0,1,0.54,0,"No","No","No","Yes","No","No" +2989347,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1882081,0,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","No","No","No","Yes" +2866941,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1795778,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3271506,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3011187,52,8,0,0,0,0,0,3,7,9,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1725718,190,9,0,240,240,360,67,169,336,525,44,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +2269185,501,8,2,873,1290,1587,1,18,36,59,5,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1396965,37,NA,0,0,0,0,0,1,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2238516,72,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +1830766,171,2,9,0,48,144,12,72,110,128,28,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2286712,85,2,0,0,0,0,1,5,7,10,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2132708,3,8,0,0,0,0,0,1,4,4,2,"No",0,0.1,0.12,0,"No","No","No","Yes","No","No" +1729351,21,8,0,73,98,123,8,28,68,111,41,"No",0,0.9,0.95,1,"No","No","No","Yes","No","Yes" +1464801,143,6,0,900,900,1800,76,322,792,1222,98,"No",0,0.79,0.66,6,"No","No","No","Yes","No","No" +2929967,112,16,11,29,29,29,6,35,63,93,25,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1804736,0,2,0,5,8,9,0,0,0,0,0,"No",3,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1236150,4,2,0,30,30,30,2,11,19,23,0,"No",0,0.97,0.99,0,"No","No","No","Yes","No","Yes" +1177665,34,8,0,11,21,33,5,18,37,56,5,"No",0,0.84,0.78,0,"No","No","No","Yes","No","No" +1395054,30,4,0,2992,3696,4624,0,0,0,0,0,"No",816,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1624026,55,2,0,12,12,12,7,15,15,15,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1368059,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.07,0.24,0,"No","No","Yes","Yes","No","No" +2889126,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1738632,6,8,0,6,6,11,1,3,11,16,1,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1835849,5,8,0,10,20,25,4,15,29,49,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1901847,6,8,0,0,0,0,0,1,2,5,0,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +1579065,4,2,0,28,28,28,0,0,0,0,1,"No",0,0.84,0.86,0,"Yes","No","Yes","Yes","No","No" +1717068,7,2,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2306784,33,12,0,0,0,0,0,2,2,4,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1821317,5,2,0,0,0,0,0,6,6,7,1,"No",0,0.73,0.88,0,"No","No","No","Yes","No","No" +2878119,0,9,0,2,2,3,1,1,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1161247,52,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1672129,10,8,0,0,0,0,0,0,1,1,0,"No",0,0.67,0.62,0,"No","No","No","Yes","No","No" +2086914,143,8,19,236,356,452,70,188,323,521,123,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1166451,24,2,0,0,0,0,5,9,15,25,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +1591617,162,8,53,370,800,1340,153,447,851,1307,56,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3186973,27,2,0,36,90,144,8,31,57,92,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1292612,1,8,0,2,4,6,1,2,3,3,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","Yes" +1932553,381,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1135093,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2036782,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2234590,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1322466,15,4,0,0,12,28,0,4,12,18,1,"No",0,0.85,0.77,0,"No","No","No","Yes","No","Yes" +1156696,46,52,0,0,0,0,1,2,3,6,1,"No",0,0.93,0.92,0,"Yes","No","No","No","No","No" +2833504,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +3045688,5,2,0,10,10,10,0,3,10,14,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2112042,0,4,6,2,2,2,0,2,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1260142,16,NA,0,0,0,0,0,0,0,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1610267,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +1824378,80,8,12,228,403,580,62,199,380,537,89,"No",12,0.93,0.94,0,"No","No","Yes","Yes","No","Yes" +1594094,0,2,0,43,43,63,0,0,0,0,3,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1748041,28,4,0,43,43,86,5,28,48,92,23,"No",0,0.46,0.49,0,"No","No","No","Yes","No","Yes" +1123007,7,8,0,0,0,0,0,0,0,0,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1163539,10,12,0,0,24,24,0,2,2,10,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1597440,2,2,0,38,56,56,6,12,16,30,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1251003,0,9,0,2,3,4,2,3,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3265370,452,9,176,803,1487,2147,270,843,1638,2463,199,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2879063,-2,NA,0,12,12,12,0,0,0,1,0,"No",0,-99,-99,2,"No","No","No","Yes","No","Yes" +1420413,4,2,0,1,1,1,0,0,4,8,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1565795,94,8,60,96,216,336,40,159,283,444,33,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1841560,3640,NA,0,0,0,0,3,9,23,38,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1533170,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2180470,450,4,0,0,0,0,0,0,10,30,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2121077,10,8,0,2,8,14,4,9,20,65,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2027936,39,8,1,9,27,48,5,18,47,69,11,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2308867,611,8,0,0,0,0,1,26,48,98,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2845717,2489,4,68,0,333,666,436,1573,7924,10140,177,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1905569,22,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1752842,60,8,3,30,60,90,19,49,84,126,29,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1414806,16,4,0,0,0,0,5,5,10,10,1,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +1964543,96,8,2,56,56,84,10,45,127,195,25,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1744430,0,4,0,9,10,10,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1596084,90,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +2026332,10,8,0,0,0,0,1,3,9,11,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3200538,0,2,0,2,2,2,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2264155,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1474170,1,8,0,36,56,96,12,23,41,60,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1491639,0,8,5,7,15,28,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +2021901,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1282706,2,8,0,20,29,29,8,16,34,50,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +3214256,12,2,0,0,0,0,0,1,2,4,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1838222,-2,8,0,8,8,8,0,1,5,10,2,"No",0,0.26,0.34,2,"No","No","No","Yes","No","Yes" +3024992,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","No","Yes","No","Yes" +2227092,4,8,0,35,70,105,8,29,31,31,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3017811,1,8,1,7,11,15,0,5,7,11,0,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1219709,3,8,0,5,20,50,1,11,36,43,3,"No",0,0.6,0.57,0,"No","No","No","Yes","No","Yes" +3267710,51,8,6,92,177,253,18,25,25,25,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +1451491,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1857337,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3184999,2428,8,2944,0,0,0,236,528,972,1538,323,"No",0,0,0.34,0,"No","No","No","Yes","No","No" +1245238,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1547823,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2081649,7,2,0,0,0,12,4,6,10,13,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3222043,12,8,0,0,0,3,1,1,3,5,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +2094352,2,8,0,5,7,11,0,2,4,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1608951,0,4,0,15,27,34,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2849950,184,8,57,236,350,540,57,185,398,581,72,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1135311,24,12,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3075771,19,2,0,48,48,48,1,14,33,37,3,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1944277,84,8,0,0,0,0,0,3,11,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1302720,225,2,0,0,0,0,4,17,72,88,0,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1719124,3,2,0,16,32,48,4,12,25,46,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","Yes" +1506663,9,8,0,0,0,0,0,0,2,3,0,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","No" +1508308,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1643081,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2085372,3,9,0,2,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1792603,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1984500,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1707570,-80,8,149,1070,1470,2070,884,1206,1561,1727,173,"No",0,0.85,0.9,243,"No","No","No","Yes","No","No" +3003249,138,10,0,0,0,252,10,47,98,141,0,"No",0,0.77,0.84,0,"No","No","Yes","Yes","No","No" +1894147,118,2,232,99,264,429,52,166,314,444,31,"No",0,0.98,0.99,1,"No","No","No","Yes","No","No" +1293490,62,8,0,0,0,0,2,8,16,20,2,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1355548,339,8,34,253,321,457,23,226,697,844,258,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1435654,1,8,5,12,12,12,2,8,14,18,1,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1550802,0,12,8,2,8,10,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1522604,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2167472,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2064727,16,8,0,5,10,16,6,11,22,28,8,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1887994,7,8,0,0,10,18,12,24,44,64,17,"No",0,0.45,0.57,0,"No","No","No","Yes","No","Yes" +1471690,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1280890,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2315569,66,12,0,0,0,0,0,4,4,5,2,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2279376,25,2,0,0,0,0,0,0,1,3,0,"No",0,0,0.07,0,"No","No","Yes","Yes","No","No" +1661959,87,NA,0,0,0,0,0,0,0,1,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1129339,87,8,0,84,140,224,30,72,163,247,36,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1431986,5,8,0,40,56,88,5,24,44,63,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2915549,26,12,0,4,4,12,0,19,117,131,12,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1571677,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1172481,0,8,0,26,40,54,5,14,37,50,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2853392,3,8,0,0,0,1,1,3,6,9,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1812404,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1526962,52,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3084702,5,2,0,0,0,0,0,0,0,1,1,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +3145968,4,NA,0,0,0,0,0,1,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2873505,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1722358,11,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1587611,5,8,0,28,42,56,8,19,37,51,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1983479,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2134754,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2048956,-3,8,0,24,38,52,10,23,33,43,5,"No",0,0.71,0.66,3,"No","No","No","Yes","No","Yes" +2864912,5,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3204721,5,8,0,1,4,8,0,3,5,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2155537,11,2,0,10,10,10,0,0,0,0,1,"No",0,0.32,0.66,0,"Yes","No","No","Yes","No","No" +1440771,5,8,0,0,0,2,0,1,4,5,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +3223429,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1143021,1080,8,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2964674,-15,9,72,0,0,0,0,25,50,50,0,"No",0,0.94,0.83,15,"No","No","No","Yes","No","No" +2821025,4,10,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1967606,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +3139314,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2866754,4,8,0,0,0,0,1,1,2,5,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2234991,0,2,0,25,61,61,0,0,0,0,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1891174,1,8,0,3,6,8,1,3,9,10,1,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1938191,8,2,0,0,2,4,0,1,4,5,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1276124,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1370947,68,8,0,9,37,64,8,26,53,89,20,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +1672845,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2847506,0,NA,0,0,0,0,8,26,46,62,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2294514,7,4,0,0,6,8,2,7,23,27,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3149477,0,2,0,57,57,57,0,0,0,0,0,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +1529462,9,2,0,0,10,15,2,5,14,20,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2019942,17,8,0,26,50,74,3,10,31,36,4,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2069271,17,8,0,0,0,15,1,7,13,20,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1437175,0,2,0,45,45,45,0,0,0,0,4,"No",0,0.77,0.82,0,"Yes","No","No","Yes","No","No" +1919523,1,2,0,2,4,5,2,2,4,6,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2052914,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1691275,-9,NA,0,0,69,93,7,39,53,64,2,"No",0,-99,-99,39,"Yes","No","No","No","No","No" +1286234,113,NA,46,0,0,0,0,2,3,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2903124,27,12,0,0,24,48,2,10,20,34,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1623340,82,8,3,32,92,152,16,45,116,176,47,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2947357,3,2,0,8,13,19,2,12,23,30,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2082132,0,9,0,1,1,1,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +2969093,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2304983,70,15,5,0,0,0,13,24,46,76,9,"No",0,0.9,0.87,0,"Yes","No","No","Yes","No","No" +2097927,0,8,0,6,8,12,0,0,0,0,0,"No",1,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1419298,9380,8,0,0,0,0,0,500,500,500,117,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1687487,87,8,0,0,0,0,0,0,5,5,0,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +3021901,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1692517,5,8,0,10,10,16,0,7,11,19,4,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1932740,0,8,0,9,9,11,0,4,8,10,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +1494393,0,12,0,4,6,8,1,2,4,4,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2150887,-7,8,13,659,899,1187,118,363,652,939,146,"No",48,0.53,0.54,17,"No","No","Yes","Yes","No","Yes" +2902035,22,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1149532,1,12,0,7,7,11,0,0,6,8,0,"No",1,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1597868,5,8,0,0,0,0,0,0,0,1,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2153132,1,8,0,5,5,5,2,4,12,18,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","Yes" +2126495,17,8,0,0,0,0,1,4,8,13,4,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1861605,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2164131,161,8,0,103,235,340,32,129,260,403,114,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1233322,4,2,0,10,20,30,5,8,32,44,4,"No",0,0.79,0.83,0,"No","No","No","Yes","No","Yes" +1664069,0,8,0,3,4,6,0,3,3,4,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","Yes" +1743450,63,12,0,0,0,0,0,1,2,2,1,"No",0,0.68,0.57,0,"No","No","Yes","Yes","No","No" +1687784,0,2,0,3,3,6,0,0,2,2,0,"No",0,0.57,0.42,0,"Yes","No","No","Yes","No","Yes" +3138630,5,0,0,98,154,210,37,91,130,144,40,"No",0,-99,0,0,"No","No","No","No","No","Yes" +3174437,115,8,49,214,379,574,80,202,366,456,58,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +2179487,39,5,0,0,0,0,1,1,1,1,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1448302,166,2,0,0,0,0,13,33,63,85,4,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +2058401,1,8,0,4,6,9,3,7,10,16,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1308351,0,5,0,48,71,71,0,0,0,0,11,"No",0,0.64,0.67,0,"No","No","No","Yes","No","Yes" +2102285,2,8,0,2,4,6,0,1,1,1,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +3216216,10,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1919979,4,2,0,3,4,4,1,3,6,7,0,"No",0,0.3,0.16,0,"Yes","No","Yes","No","No","Yes" +1283156,4,2,6,1,1,2,0,0,4,8,2,"No",0,0,0,2,"No","No","No","Yes","No","Yes" +1324535,183,8,0,14,38,145,25,113,237,322,30,"No",0,0.71,0.72,0,"No","No","No","Yes","No","No" +1871075,80,8,0,0,0,0,28,28,31,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1481950,7,2,0,0,6,12,2,12,21,25,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +3221194,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1176876,4,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2047120,51,8,24,160,304,448,103,295,548,607,58,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2164583,0,10,0,4,5,7,2,4,5,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1483623,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3252737,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3260224,690,4,0,0,30,60,10,30,110,160,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1668587,72,2,0,0,10,20,4,14,26,41,4,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +2108607,45,4,20,23,43,83,169,463,892,1257,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1229302,4,8,0,30,30,30,1,7,15,23,1,"No",0,0.06,0.13,0,"No","No","Yes","Yes","No","No" +3093816,143,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2273563,1,8,1,0,1,2,0,1,2,4,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1966349,22,8,0,0,9,27,1,7,19,31,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1447649,122,12,8,0,50,100,10,49,110,177,20,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1158023,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1964210,1,9,0,4,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1431489,197,2,12,222,350,474,25,56,56,56,56,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1891337,4,2,0,0,0,0,0,0,0,1,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","Yes" +2038309,6,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1529244,17,2,1,0,10,20,3,15,25,34,6,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2015212,25,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +3275646,10,8,0,3,12,21,3,13,20,33,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1265376,64,8,0,12,42,66,9,34,58,91,20,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2081333,30,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1502210,58,2,0,0,0,0,5,10,21,51,1,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +2183126,2,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1155336,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +2233080,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.12,0,"Yes","No","No","Yes","No","No" +1921668,42,8,0,0,0,0,1,1,3,16,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1670584,27,2,0,0,0,0,2,4,10,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1768076,28,8,0,0,0,0,0,0,1,2,1,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3165965,0,2,0,0,0,0,6,9,9,9,3785,"No",0,-99,-99,0,"Yes","No","Yes","No","Yes","No" +2804297,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2810673,4752,8,16,0,2358,4698,446,943,4909,8356,783,"No",0,0.78,0.8,0,"No","No","No","Yes","No","No" +1602352,4,12,0,0,0,0,0,0,0,0,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1501816,0,8,0,4,4,4,1,4,6,8,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2990791,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2097272,33,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3282519,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1312440,240,8,146,94,334,574,82,237,471,757,68,"No",0,0.91,0.96,0,"No","No","Yes","Yes","No","No" +3068006,25,8,0,0,32,64,2,13,35,54,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2969037,81,8,242,1536,2496,3552,508,1450,2177,2693,352,"No",0,0.99,0.99,6,"No","No","No","Yes","No","Yes" +1514954,0,8,0,26,39,39,2,9,20,32,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2133075,13,2,0,0,0,0,0,0,1,2,0,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +1530752,2274,NA,0,0,0,0,1,56,123,222,90,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1668563,7,8,0,1,1,1,0,1,3,10,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1545398,45,8,48,48,56,84,76,196,259,305,17,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2208099,4,2,0,0,0,0,0,1,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3259732,5,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3175887,124,8,6,169,273,377,25,106,204,285,58,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2282390,1192,8,0,0,0,0,0,8,32,64,5,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1572929,39,2,0,0,0,100,9,22,50,67,0,"No",0,0.68,0.68,0,"No","No","No","Yes","No","No" +3098279,253,8,86,0,128,192,22,74,187,285,51,"No",0,0.98,0.87,0,"No","No","No","Yes","No","No" +2936661,6,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1124935,4,8,1,20,30,42,9,19,40,60,10,"No",2,0.24,0.47,0,"No","No","No","Yes","No","Yes" +1921941,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1550425,4912,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1752501,4369,2,1664,6000,11000,16000,1525,4893,8619,12504,1261,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3076952,241,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2132204,0,8,1,0,1,2,0,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1646051,0,8,0,8,8,9,3,8,12,14,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2204933,0,2,0,5,6,6,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","Yes" +3007703,21,4,0,0,0,0,0,0,1,1,0,"No",0,0.22,0.15,0,"Yes","No","Yes","Yes","No","No" +1635772,-351,8,2,887,1398,1869,367,1638,2370,2576,146,"No",0,1,0.9,351,"No","No","No","Yes","No","Yes" +2865510,40,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1388153,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2896054,4,8,0,0,1,2,1,1,4,6,2,"No",0,0.76,0.83,0,"No","No","No","Yes","No","No" +2204241,11,12,0,0,4,9,1,1,6,6,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2200377,0,2,0,4,7,8,1,1,1,1,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","Yes" +1235945,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1731333,2,9,0,0,2,2,1,4,6,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3198347,1,12,0,13,20,30,7,11,13,21,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1856781,4,12,1,14,14,24,2,12,22,36,0,"No",5,0.78,0.78,0,"No","No","No","Yes","No","No" +2847107,1,2,0,10,10,10,2,5,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3266241,80,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1731469,290,4,0,90,225,405,34,121,262,411,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2851592,191,2,0,100,160,240,33,109,224,320,43,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1889029,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +1453558,0,8,0,26,39,65,4,14,25,43,0,"No",11,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1290273,0,12,0,2,2,3,0,1,2,3,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","Yes" +3083975,47,12,0,0,0,0,0,0,2,4,0,"No",0,0.21,0.26,0,"No","No","No","Yes","No","No" +2891752,12,8,0,18,32,44,5,16,21,35,8,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1374416,158,12,0,0,0,0,1,3,8,10,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2254272,90,12,0,0,0,0,0,10,10,10,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2234352,5,8,0,0,0,0,0,6,8,9,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2208826,223,4,56,22,66,132,43,138,311,504,30,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2955521,4,8,0,0,0,0,0,0,5,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1914701,10,12,0,0,4,8,0,2,6,14,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1378392,5,8,0,0,0,0,0,3,12,17,5,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +2003928,6,2,0,5,10,20,0,4,10,18,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2018730,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2304915,0,10,0,2,3,3,1,3,3,3,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","Yes" +1491928,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1412761,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3118270,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.69,0.77,0,"No","No","No","Yes","No","No" +1362201,6,4,0,0,5,10,1,7,15,20,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +2814411,1620,18,276,5040,6720,10080,1160,3034,8166,11276,881,"No",840,1,0.75,0,"No","No","No","Yes","No","No" +1589050,0,8,0,16,16,16,1,6,10,14,2,"No",4,0.38,0.55,0,"No","No","No","Yes","No","No" +1731955,5,8,0,31,51,61,6,15,29,47,8,"No",0,0.3,0.3,0,"No","No","No","Yes","No","Yes" +1719919,31,4,24,4,32,76,0,2,2,2,0,"No",0,0.96,0.85,0,"Yes","No","No","Yes","No","No" +1964708,0,2,0,21,21,21,3,3,3,3,1,"No",21,0.52,0.41,3,"Yes","No","No","Yes","No","Yes" +1474615,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +1372180,302,2,60,300,450,750,74,228,477,731,84,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3006136,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2214852,15,2,0,0,10,10,5,9,22,37,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1583478,234,2,0,255,480,705,71,226,437,673,46,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1404462,0,8,0,17,24,38,6,16,31,43,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1378346,535,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1598861,240,52,0,0,0,0,2,6,19,32,15,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +1161509,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2947514,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.84,0.82,0,"Yes","No","No","Yes","No","No" +2831999,35,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2236253,30,0,0,54,99,135,21,57,97,149,23,"No",0,0,0,1,"No","No","No","No","No","No" +2999401,16,4,3,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1308622,11,8,0,12,24,33,4,9,13,25,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1438481,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1487049,20,12,0,0,0,0,0,0,1,1,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1649615,4,2,0,5,10,20,5,10,20,24,0,"No",0,0.99,0.92,0,"No","No","Yes","Yes","No","Yes" +1552272,114,2,0,48,96,144,14,49,100,143,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1382651,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2044617,165,8,8,128,263,417,86,208,352,527,96,"No",31,0.88,0.87,0,"No","No","Yes","Yes","No","No" +2829222,2,0,2,23,44,76,4,23,62,93,3,"No",0,0,0,0,"No","No","No","No","No","Yes" +1554500,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +3278402,11,8,0,0,0,16,8,11,12,17,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3106226,1,12,0,4,7,9,0,3,5,10,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1459541,1,2,0,2,3,4,1,2,3,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1327762,1,8,1,11,11,17,2,10,15,18,3,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1695797,161,NA,0,0,0,0,1,7,18,29,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2299298,4,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1531147,0,8,0,3,5,7,3,3,4,7,1,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1138445,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1479800,125,8,136,0,0,11,32,77,176,211,21,"No",0,0.45,0.45,32,"Yes","No","No","Yes","No","No" +3190252,9,9,0,0,2,4,1,2,8,8,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1515964,4,NA,0,0,0,0,0,1,1,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2897468,0,2,0,0,0,0,4,4,4,4,0,"No",0,0.56,0.68,0,"No","No","No","Yes","No","Yes" +1501032,-2,8,0,45,77,109,2,25,37,69,0,"No",1,0.66,0.78,2,"No","No","No","Yes","No","Yes" +1379063,0,9,0,4,5,7,0,2,4,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1894580,196,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1935489,1,12,0,8,8,11,0,5,8,10,0,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +2182038,20,2,0,5,5,5,0,0,0,0,0,"No",0,0.81,0.92,0,"Yes","No","No","Yes","No","No" +1497616,13,4,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1167228,6,2,0,3,9,12,6,13,29,44,3,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +1253179,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +2172997,337,8,0,482,737,1247,88,298,619,999,101,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1202186,444,8,132,379,978,1583,153,541,1136,1811,131,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +2869077,12,9,0,11,23,35,16,55,105,165,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1588927,54,8,97,107,182,267,56,158,243,367,55,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2840549,7,8,0,0,0,0,0,1,2,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1314238,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1841092,5,8,0,0,0,2,0,2,3,5,1,"No",0,0.86,0.81,0,"No","No","No","Yes","No","No" +1714742,11,8,0,0,0,0,0,2,6,6,3,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +2311226,18,8,0,24,36,48,4,12,26,40,2,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1704595,237,2,2,300,600,700,112,265,495,709,101,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1823671,28,2,0,13,20,20,10,17,17,17,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1205580,4838,2,245,3500,7000,10500,1511,3859,7555,11617,1030,"No",0,1,1,0,"No","No","No","Yes","No","No" +2180067,3,4,4,36,68,96,22,49,83,111,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1837443,711,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1523378,0,8,0,3,4,6,1,1,3,3,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2029976,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +1953844,16,8,0,0,8,8,0,4,8,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2167503,486,8,330,937,1857,2777,544,1279,2353,3408,317,"No",20,0.91,0.96,0,"No","No","No","Yes","No","No" +1849672,12,8,5,5,15,25,3,14,37,51,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1513911,90,12,13,36,72,144,16,42,88,133,14,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2971993,17,2,0,60,120,160,9,33,76,115,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","Yes" +2990370,81,2,32,146,226,326,37,124,216,298,38,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2130773,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2938567,337,12,1,0,200,400,60,191,414,625,46,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1724902,72,8,48,168,312,432,59,163,312,571,44,"No",0,0.44,0.64,0,"No","No","No","Yes","No","No" +2215558,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +3023174,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1501561,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.84,0,"Yes","No","No","Yes","No","No" +3069342,442,2,116,348,464,464,1,1,2,2,128,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1150763,1062,2,312,2880,5440,8080,1284,1741,1771,1771,955,"No",0,0.91,0.9,1,"No","No","No","Yes","No","No" +2199213,111,2,0,0,0,0,0,14,14,14,0,"No",0,0.96,0.97,0,"Yes","No","Yes","Yes","No","No" +3219876,17,12,0,0,0,0,0,7,10,11,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3227955,113,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2287224,38,2,0,0,0,0,1,1,6,6,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3231138,4,12,0,0,0,0,0,0,2,3,2,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2260035,80,52,0,0,0,0,0,3,3,4,0,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","No" +1174754,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2921783,63,8,0,0,0,0,2,4,7,8,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2912777,1026,NA,167,0,0,0,58,183,277,543,38,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2043896,0,2,0,6,6,6,0,2,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1642075,4,0,0,0,0,1,2,3,4,4,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +1827854,2532,4,135,2700,4500,6300,908,2704,5165,7899,876,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1775885,13,2,0,0,0,0,2,6,15,19,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","Yes" +1160454,16,8,16,59,101,125,21,54,87,131,19,"No",0,0.99,0.86,1,"No","No","No","Yes","No","Yes" +1219436,0,2,0,3,7,10,3,5,8,12,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1124730,9,8,0,0,0,0,1,4,5,14,4,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1293579,1,8,4,8,15,23,2,8,12,17,1,"No",0,0.53,0.65,0,"No","No","No","Yes","No","No" +1865956,0,8,0,26,34,42,8,16,22,36,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2962696,0,2,0,41,61,68,0,0,0,0,1,"No",0,0.86,0.91,10,"Yes","No","Yes","Yes","No","No" +1337122,12,8,0,60,60,96,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2081645,44,2,0,0,0,0,0,1,5,5,0,"No",0,0.22,0.27,0,"Yes","No","No","Yes","No","No" +1993904,146,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1237936,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1496016,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1532372,24,8,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1771846,3,8,0,14,24,35,6,15,27,42,2,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2970725,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1594332,44,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1848650,6,8,0,115,240,308,0,0,0,0,0,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1246025,18,12,0,0,0,0,2,2,3,5,0,"No",0,0.93,0.88,0,"Yes","No","Yes","Yes","No","No" +3107209,64,2,0,0,0,5,4,10,24,40,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2802572,35,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1569242,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1828917,140,8,0,0,0,0,0,7,11,13,0,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +3187693,98,NA,0,100,155,175,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2022381,156,8,37,204,468,648,79,263,532,892,69,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1687659,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1412973,0,12,0,10,10,10,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3182241,2,8,0,4,8,12,0,3,7,15,1,"No",0,0.95,0.89,0,"No","No","Yes","Yes","No","No" +1793197,527,2,0,550,1100,1430,149,493,1107,1841,147,"No",0,0.43,0.64,0,"No","No","No","Yes","No","No" +2039023,0,8,0,66,66,75,12,36,66,89,13,"No",21,0.37,0.54,2,"No","No","No","Yes","No","Yes" +1986821,16,12,0,0,0,0,0,1,3,5,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2253708,1391,8,504,0,555,869,777,2172,4747,7036,884,"No",0,-99,0.44,0,"No","No","No","No","No","No" +1272326,17,8,0,0,0,0,0,2,2,4,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2154886,697,8,0,0,0,0,0,0,0,0,2,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +2913338,21,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1211136,60,8,1,45,93,109,14,41,74,127,25,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1874309,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","Yes" +3054665,728,12,0,0,0,0,17,52,97,133,12,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1741884,-2,NA,0,12,12,12,0,0,1,1,0,"No",0,-99,-99,2,"No","No","No","Yes","No","Yes" +2109809,23,2,0,168,168,336,25,56,109,137,0,"No",0,0.03,0.09,0,"No","No","No","Yes","No","Yes" +1961225,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3000111,10,2,0,0,5,5,0,5,5,6,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1965358,7577,8,4610,4200,8400,8400,1237,3240,6613,10555,909,"No",0,0.39,0.52,0,"No","No","No","Yes","No","No" +1484002,13,2,0,0,0,0,2,3,7,10,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1974910,297,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1540856,340,NA,0,0,0,0,2,9,10,11,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3172300,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1836159,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1603335,0,2,0,6,9,11,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +3188765,67,NA,1,0,0,0,17,73,176,262,60,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1837940,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.62,0,"No","No","No","Yes","No","No" +1612398,13,4,0,0,0,0,1,2,2,2,1,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +1676700,4,8,0,40,64,88,7,25,44,65,0,"No",16,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2974292,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1519759,1387,2,324,528,1232,1496,267,898,1882,3012,267,"No",0,0.79,0.9,0,"No","No","No","Yes","No","No" +1228407,0,8,0,26,58,74,4,14,25,36,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3100894,10,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1564665,2,8,6,0,3,3,2,6,11,17,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2218439,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1308269,0,2,0,11,11,11,0,0,2,2,1,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2187541,15,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3281559,-13,8,0,21,21,21,3,12,20,25,0,"No",0,0.77,0.76,13,"No","No","No","Yes","No","Yes" +1329352,511,2,0,420,612,804,455,661,812,1111,289,"No",0,0.59,0.5,0,"No","No","No","Yes","No","No" +1902491,41,8,0,0,0,0,6,10,20,31,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1715124,193,20,1,38,38,78,17,60,147,239,29,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1695598,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1390652,28,2,0,0,0,0,3,4,4,4,0,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +2207203,279,2,0,0,0,0,0,4,40,42,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1647929,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2029365,2340,2,1080,3000,5000,8000,1113,2420,4397,6582,1040,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2840264,11932,13,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1383240,0,2,0,6,7,7,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +1654643,55,8,0,0,0,32,9,15,28,50,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2038704,10,4,0,0,0,0,0,0,0,2,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1366879,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1729218,0,12,2,3,6,7,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2073349,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +1624102,3,8,0,20,20,30,2,6,10,18,1,"No",0,1,0.88,0,"No","No","Yes","Yes","No","Yes" +1292206,4,8,0,12,22,30,2,9,16,23,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +2301996,1,2,0,8,14,18,4,10,14,18,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1329221,287,8,190,535,755,1070,190,444,554,757,196,"No",0,0.89,0.93,0,"No","No","Yes","Yes","No","Yes" +3256553,109,8,106,100,200,300,29,117,253,406,47,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1868490,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +1518287,1,10,0,4,5,8,3,5,7,10,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3008854,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3136808,53,8,27,142,158,238,18,75,145,209,20,"No",0,0.66,0.66,0,"Yes","No","No","Yes","No","No" +2807502,2,NA,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3146091,6,9,0,0,0,0,0,1,1,1,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1651263,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1807630,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +3040809,7,8,0,0,0,0,0,0,0,2,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2926847,4,2,0,2,4,4,0,0,0,0,0,"No",0,0.46,0.25,0,"No","No","No","Yes","No","No" +2099505,1,2,0,2,2,2,3,6,8,8,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1657794,59,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1926658,135,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1730281,6,8,0,0,5,5,5,6,10,10,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3182245,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1880694,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2101839,-1,8,1,7,7,7,1,3,8,12,0,"No",0,0.92,0.9,1,"No","No","No","Yes","No","Yes" +1839235,90,8,5,38,98,143,24,70,145,212,22,"No",0,0.72,0.72,0,"No","No","Yes","Yes","No","No" +2173311,0,9,0,241,241,241,0,0,0,0,0,"No",0,0.9,0.83,91,"No","No","No","Yes","No","Yes" +1782012,70,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1526642,9,2,0,4,18,30,2,9,22,46,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1807937,2,12,0,4,5,7,1,5,6,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2171360,2,2,0,1,2,3,1,1,2,3,0,"No",1,0.38,0.41,0,"Yes","No","No","Yes","No","Yes" +1160223,90,2,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1639234,60,8,0,0,0,0,1,1,1,1,0,"No",0,0.75,0.85,0,"No","No","No","Yes","No","No" +1579350,7,4,1,2,4,6,2,4,9,11,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1950793,2,8,0,14,17,20,1,3,9,14,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2871070,12,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3236795,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1992491,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3171645,58,4,4,20,60,80,14,49,95,150,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1451639,10,8,0,0,0,0,0,0,2,4,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3012973,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1197106,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1851273,3,2,0,29,53,73,28,65,94,138,3,"No",0,0.27,0.39,0,"No","Yes","No","Yes","No","Yes" +1877449,45,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1520531,16,11,0,27,81,108,8,37,74,114,13,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1512733,42,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3190195,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.7,0,"No","No","No","Yes","No","No" +2902966,7,9,4,42,63,84,4,28,60,75,22,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1250929,9,8,2,7,19,34,2,6,15,22,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1912595,67,8,1,0,0,4,8,16,51,71,19,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1337589,3,2,0,10,10,10,0,0,0,0,1,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2906376,19,12,0,0,0,0,0,0,2,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2174034,2,2,0,0,0,0,0,0,1,1,1,"No",0,0.79,0.62,0,"No","No","No","Yes","No","No" +2026705,140,3,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3226890,-1,2,30,0,0,0,5,5,5,5,0,"No",0,0.99,0.93,1,"No","No","No","Yes","No","No" +1583828,-101,8,66,3442,5629,7735,1182,2576,4753,6750,476,"No",81,-99,-99,126,"No","No","No","Yes","No","Yes" +2103260,257,2,0,0,0,0,7,44,88,104,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2255282,-5,12,4,15,21,27,2,30,60,66,1,"No",0,0.11,0.13,6,"No","No","No","Yes","No","Yes" +2076996,1,9,0,10,10,10,2,2,4,5,1,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1197643,0,5,6,9,11,11,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2123864,2,3,0,2,4,6,1,3,7,8,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2039758,3,9,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1905791,250,8,0,0,0,0,1,10,27,39,4,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3144054,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1802826,522,8,96,200,800,1500,152,633,1391,2033,170,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2099380,16,8,0,0,0,0,2,8,11,15,0,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +3186102,10,2,0,0,2,2,1,7,16,22,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1299229,2442,8,1459,6776,11176,15576,1912,5362,10289,16598,1948,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1192172,2456,8,74,3750,6750,8250,720,2356,4657,8500,730,"No",0,0.82,0.71,0,"No","No","No","Yes","No","No" +1851387,0,2,0,16,24,32,6,11,24,34,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1328109,81,2,0,0,0,0,7,12,16,22,0,"No",0,0.89,0.82,0,"Yes","No","No","Yes","No","Yes" +2265177,90,4,0,0,20,40,0,0,23,46,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1533083,71,2,0,0,0,0,1,4,5,6,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2911897,44,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1723986,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1472496,11,9,0,0,0,0,0,0,1,1,6,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1495251,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1651586,13,10,0,0,0,0,0,1,1,1,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1969519,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2028742,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2884914,13,2,0,0,0,0,0,0,5,6,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +2142397,142,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1456949,30,2,11,10,35,55,7,20,56,78,16,"No",0,0.67,0.62,0,"No","No","No","Yes","No","No" +1343429,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1163232,15,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2033188,8,8,0,28,43,68,10,29,55,75,8,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2889748,6,3,0,6,16,29,2,6,13,16,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1586107,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2986535,655,8,0,0,0,0,4,9,29,52,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3191305,128,8,0,0,0,0,3,8,23,35,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3151928,56,8,19,26,76,126,18,48,98,148,18,"No",11,0.5,0.46,0,"No","No","No","Yes","No","No" +2139235,19,12,0,0,0,0,1,2,2,12,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2185939,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2287887,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1364358,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1607700,632,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1472196,6,8,0,12,24,32,4,8,21,28,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2074393,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1583457,13,8,0,100,100,100,5,25,47,65,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1472637,33,2,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3212438,26,12,0,0,0,0,2,5,22,35,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +3199075,12,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3105966,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2047659,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2991637,482,2,0,0,0,0,2,7,15,18,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2124282,2,8,0,10,15,20,6,18,28,38,6,"No",0,0.5,0.87,0,"No","No","No","Yes","No","Yes" +1312018,2,2,0,0,5,5,2,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2924160,5,NA,0,0,0,0,0,3,4,6,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1916913,-4,8,0,15,19,20,0,7,12,24,0,"No",0,0.73,0.73,4,"No","No","No","Yes","No","Yes" +2025399,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1549189,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1608955,0,2,0,12,27,27,0,0,0,0,1,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","Yes" +3179652,0,4,0,8,12,20,0,0,0,0,0,"No",4,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2039323,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1984547,1,8,0,2,3,4,1,2,2,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1498387,12,8,0,57,87,87,6,16,38,69,1,"No",0,0.66,0.81,0,"No","No","No","Yes","No","No" +3282647,372,NA,0,0,0,0,1,4,11,14,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1672344,0,9,0,2,3,4,0,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2255478,-11,8,0,21,27,33,28,30,32,37,4,"No",0,0.79,0.67,11,"No","No","No","Yes","No","No" +1953730,44,12,82,75,75,150,15,46,95,130,22,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3143039,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2893344,6,2,0,0,0,0,1,6,9,13,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","Yes" +3036762,6,8,0,4,6,10,1,4,6,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1348325,485,12,0,0,0,0,0,0,6,6,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1489979,0,8,0,25,50,50,7,15,30,43,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3121042,23,8,1,0,24,44,3,13,37,63,4,"No",0,0.72,0.69,0,"No","No","No","Yes","No","No" +2005136,229,8,0,1400,1400,2800,593,1730,2341,2702,419,"No",0,0.97,0.96,81,"No","No","No","Yes","No","Yes" +1347467,2,8,0,12,20,28,1,6,14,21,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2960315,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1171023,2,2,0,0,0,0,3,6,16,29,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","Yes" +1889035,2,8,1,2,2,2,2,6,9,9,1,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","Yes" +3069301,3,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1160711,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.84,0.71,0,"No","No","No","Yes","No","No" +3086091,1014,8,0,0,0,0,4,17,64,91,18,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1782097,89,8,120,0,0,0,0,0,20,23,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1537703,20,12,4,0,0,0,1,12,15,22,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3130185,47,2,0,0,0,0,1,17,24,25,3,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1432107,40,4,0,0,0,0,0,0,10,50,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1719567,0,2,0,66,76,81,378,418,462,529,14,"No",0,0.92,0.95,120,"No","No","No","Yes","No","Yes" +2011833,11,2,0,0,0,0,4,14,20,20,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +1768030,46,11,0,26,43,69,6,32,63,101,33,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +2175049,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1338526,1,8,0,12,20,28,3,8,10,12,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +1145512,6,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2118320,4,8,0,13,26,39,3,19,29,34,6,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1162801,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2206336,5,0,0,0,0,0,0,3,4,9,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1674350,24,13,0,225,300,360,34,72,153,304,5,"No",22,0,0,0,"No","No","Yes","Yes","No","Yes" +1396605,26,8,0,0,28,28,3,6,14,20,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1320381,18,8,0,0,0,0,1,4,8,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2211210,37,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1131171,70,4,0,0,0,0,0,0,2,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1276889,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3187312,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1578160,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3045229,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1251701,12,12,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3204485,71,2,0,0,0,0,4,7,33,54,22,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3208493,675,52,6,0,0,0,13,38,92,149,33,"No",0,0.93,0.97,0,"Yes","No","No","Yes","No","No" +1819371,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1226371,7,10,0,0,20,20,3,7,11,20,3,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1234614,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1858825,1,3,0,7,12,20,3,9,15,23,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1734610,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1475271,36,8,0,0,0,0,2,2,14,44,0,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +3151691,162,8,0,0,0,0,2,3,11,15,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3080506,16,2,0,0,0,0,1,1,4,4,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2138896,7,4,0,0,0,0,0,1,3,3,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3150507,0,8,0,12,21,22,0,0,0,0,0,"No",0,0.92,0.91,0,"Yes","No","Yes","Yes","No","No" +1365201,53,8,41,0,36,72,10,34,58,91,35,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1163803,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1392823,32,2,154,0,0,0,15,67,143,175,35,"No",0,0.85,0.69,0,"No","No","No","Yes","No","No" +1406472,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3270934,77,8,17,38,92,110,14,58,103,176,27,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1805975,2,9,0,0,0,1,0,1,1,1,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1753438,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +2021969,367,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1421018,36,4,50,76,152,208,22,63,121,157,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1679977,2,2,0,2,4,6,1,2,4,4,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2061228,3,9,0,43,63,83,2,15,38,54,4,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1334351,6,8,0,60,96,114,14,31,63,117,40,"No",0,0.79,0.78,1,"No","No","No","Yes","No","Yes" +1730476,25,2,0,0,0,0,0,2,2,3,0,"No",0,0.77,0.81,0,"Yes","No","Yes","Yes","No","No" +1126882,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +2262107,15,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1616881,0,8,0,28,28,28,2,6,14,30,13,"No",0,0.81,0.75,0,"No","No","No","Yes","No","Yes" +1652810,0,2,105,400,400,400,0,0,0,0,0,"No",0,0.62,0.65,0,"Yes","No","Yes","Yes","No","No" +2870249,31,8,12,68,113,158,16,50,99,153,15,"No",4,0.7,0.71,0,"No","No","No","Yes","No","No" +1849689,32,8,4,33,52,62,5,17,45,74,7,"No",1,0.57,0.77,0,"No","No","No","Yes","No","No" +3272918,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3157404,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.98,0,"No","No","No","No","No","No" +1345963,13,2,0,0,0,0,0,0,3,3,1,"No",0,0.87,0.87,0,"Yes","No","No","Yes","No","No" +1755559,20,8,1,0,20,40,5,14,31,44,9,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1562343,541,2,346,1590,3240,5040,642,1719,3460,5000,357,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1392895,15,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2174497,0,2,0,39,39,39,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1756208,66,8,1,0,24,24,5,17,52,79,29,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1814151,3,4,4,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2054833,968,8,104,81,677,920,125,459,1051,1588,154,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2173955,267,3,62,476,980,1596,133,500,1006,1261,120,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1798969,480,8,110,255,623,977,148,535,1040,1717,189,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3219331,487,8,0,0,0,0,4,14,31,52,16,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1580028,0,9,0,15,31,47,1,10,24,39,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2025125,1,8,0,2,2,2,0,0,1,2,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +2039019,23,8,0,0,0,0,0,2,7,16,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1667811,144,NA,0,0,0,0,1,3,13,34,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1819088,180,2,9,0,70,140,39,92,159,214,31,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +1723415,-312,8,0,966,1116,1416,350,799,1595,2359,126,"No",0,0.84,0.77,354,"No","No","No","Yes","No","No" +2315510,49,2,0,0,0,0,0,1,2,2,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2993495,15,2,0,18,45,81,9,27,48,62,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3116080,213,NA,0,0,0,0,2,4,6,10,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1454967,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.88,0,"No","No","Yes","Yes","No","No" +1158220,2,4,0,12,18,30,8,11,19,26,0,"No",0,0.96,0.83,0,"No","No","No","Yes","No","Yes" +3096556,6,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.79,0,"No","No","No","Yes","No","No" +2064881,0,8,0,175,293,374,0,0,0,0,30,"No",0,0.79,0.9,0,"Yes","No","No","Yes","No","No" +3272504,0,2,0,15,27,41,2,5,12,12,2,"No",1,0.02,0.07,0,"No","No","No","Yes","No","No" +3279062,221,2,16,120,360,510,42,198,275,276,100,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1872458,24,8,0,0,0,0,0,0,2,6,5,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3159528,109,8,22,88,198,308,43,111,245,373,37,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2060804,0,2,0,43,43,43,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1533457,2,8,0,1,3,4,0,2,4,6,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2035405,105,8,0,792,1212,1422,150,400,430,1130,0,"No",0,0.88,0.88,0,"No","No","No","Yes","No","No" +1130679,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3140056,78,4,18,69,165,258,27,87,189,269,31,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3084051,139,8,0,0,129,263,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1477445,2,8,0,0,0,0,0,0,0,0,3,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1820849,48,8,0,0,0,0,1,1,1,1,0,"No",0,0.59,0.78,0,"Yes","No","No","Yes","No","No" +1172705,67,2,0,0,0,0,0,0,0,4,2,"No",0,0.97,0.99,0,"No","No","Yes","Yes","No","No" +1406715,3470,8,138,819,2394,3969,570,1839,3704,5576,374,"No",0,0.7,0.64,0,"No","No","Yes","Yes","No","No" +2002330,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1942146,7,8,0,4,16,24,3,7,18,27,3,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +3207680,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1546259,2,2,0,1,2,4,0,1,3,9,2,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +1531934,9,9,7,5,11,17,1,4,14,21,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3260167,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1956251,1,2,0,1,2,2,3,5,7,12,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +2199431,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1741848,1,8,0,2,3,4,0,2,2,3,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1277101,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +1155509,407,4,0,0,0,0,8,23,48,72,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2303842,1,2,0,1,3,4,2,2,4,6,1,"No",0,0.93,0.87,0,"No","No","Yes","Yes","No","Yes" +3097161,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2182273,39,12,0,0,0,0,0,0,0,0,0,"No",0,-99,0.31,0,"Yes","No","Yes","Yes","No","No" +1741766,6,8,0,0,4,4,0,1,5,9,0,"No",0,0.56,0.58,0,"No","No","Yes","Yes","No","No" +3206615,14,3,0,0,8,16,8,31,39,43,1,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +1467384,0,2,0,18,18,18,0,0,0,0,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +3141579,588,52,7,0,0,0,30,84,121,169,35,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1912528,37,9,5,67,127,187,10,45,94,147,15,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1640716,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1760535,0,8,0,332,584,831,0,0,0,0,38,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +1265953,8,NA,0,0,0,0,0,2,4,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1667583,3,2,0,6,18,24,4,11,16,26,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3261116,18,8,2,15,33,33,1,3,21,43,11,"No",0,0.25,0.26,0,"No","No","No","Yes","No","No" +3063380,261,8,0,0,0,200,11,31,152,255,35,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3103779,3,8,30,14,42,70,14,46,78,122,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2885276,1,2,0,8,12,17,4,5,10,18,1,"No",0,0.13,0.17,0,"No","No","No","Yes","No","Yes" +3054785,14,12,0,0,0,0,1,2,2,3,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2885100,0,8,0,4,5,7,1,2,4,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2866683,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1327893,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2937877,12,2,0,0,0,0,0,0,5,5,0,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +2107398,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1238126,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1634946,10,2,7,44,89,133,15,39,79,126,14,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1164261,60,8,1,7,46,78,10,36,65,103,12,"No",0,0.82,0.78,0,"No","No","Yes","Yes","No","No" +1522228,0,NA,0,12,21,23,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1921871,537,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3234835,12,2,0,0,0,0,0,0,3,4,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1903729,39,8,3,34,68,102,10,37,68,93,54,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2290598,69,8,4,15,56,101,13,39,98,146,20,"No",0,0.84,0.93,0,"No","No","No","Yes","No","No" +1488332,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1938840,18,8,21,22,55,88,10,28,60,87,6,"No",0,0.77,0.46,0,"No","No","No","Yes","No","No" +1219040,81,4,0,77,153,229,21,91,177,254,37,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1188877,88,8,18,225,375,450,85,179,294,375,86,"No",75,0,0.12,0,"No","No","No","Yes","No","No" +1780755,2260,8,0,0,0,0,55,201,477,751,80,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1930473,4,8,0,0,0,0,0,0,1,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2192996,29,2,4,36,72,117,19,54,86,107,24,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +2181312,51,8,31,90,173,282,40,116,236,347,28,"No",0,0.75,0.68,0,"No","No","No","Yes","No","No" +1544314,20,8,0,12,12,24,4,9,21,34,3,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1137784,3430,8,0,0,0,0,212,252,272,399,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3049298,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2117618,2,14,0,4,6,10,0,6,7,10,1,"No",0,0.85,0.77,0,"No","No","No","Yes","No","Yes" +1786027,3,8,3,300,525,725,95,270,430,645,81,"No",0,0.45,0.45,19,"No","No","No","Yes","No","Yes" +2149680,22,2,0,0,11,22,17,25,41,47,0,"No",0,0.75,0.89,0,"Yes","No","Yes","Yes","No","No" +1829587,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1157662,1,8,0,1,1,1,0,0,0,1,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +3187408,198,2,0,149,297,427,6,9,9,9,17,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1711998,29,2,0,7,42,77,5,17,39,60,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2071814,8,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1322905,65,4,0,0,0,0,4,5,12,19,3,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3081179,45,8,0,0,0,0,0,7,11,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1694514,5,12,0,0,0,0,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1404530,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1473418,4,16,0,26,52,65,4,25,35,49,4,"No",0,0.38,0.44,0,"No","No","No","Yes","No","Yes" +1489211,100,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +2938204,7,2,0,0,0,2,0,0,4,10,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3200045,7,9,0,0,0,1,3,3,3,4,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2187289,484,8,186,288,576,864,160,466,858,1358,175,"No",0,0.9,0.84,0,"No","No","Yes","Yes","No","No" +2066383,0,2,0,5,8,9,0,0,1,1,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2283737,22,8,1,0,0,0,0,6,15,17,4,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +3176913,4990,8,0,0,3100,4650,552,2121,5930,9252,777,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1221248,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1783305,15,8,0,0,8,24,3,21,40,58,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1419502,1054,2,16,943,1711,2735,720,1448,2218,2882,362,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2051666,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1723693,57,2,0,3,43,87,13,33,53,73,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1617669,4,8,0,0,2,4,1,1,4,6,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1524264,-13,8,16,81,109,137,34,62,113,141,0,"No",5,0.5,0.53,13,"No","No","No","Yes","No","Yes" +1903827,0,8,0,5,8,10,1,5,6,9,0,"No",1,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3225286,49,NA,0,0,0,0,2,5,10,13,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1424442,287,8,50,203,401,665,55,284,811,1263,41,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1697126,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1856700,20,8,0,310,487,642,42,133,325,571,51,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +1815228,112,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2985137,4,3,0,1,4,7,1,7,12,16,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1608741,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2939065,302,NA,0,0,0,0,2,6,12,13,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3195250,177,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.17,0,"No","No","No","Yes","No","No" +1958617,4,2,0,6,6,12,5,9,16,17,0,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","Yes" +1799595,3,8,0,66,66,66,11,40,67,88,13,"No",9,0.37,0.54,1,"No","No","No","Yes","No","Yes" +3032784,7,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1879076,49,8,8,52,52,104,11,35,61,111,13,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3125892,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1708836,59,8,0,24,72,120,9,67,107,185,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1407854,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1895745,0,17,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1611391,8,8,0,18,28,28,3,6,14,29,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3071783,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2215314,0,9,0,132,132,132,0,0,0,0,17,"No",0,0.84,0.85,0,"Yes","No","No","Yes","No","No" +1399382,4,8,0,0,0,0,0,2,2,5,3,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1176690,1,2,0,2,4,6,1,2,3,5,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","Yes" +3009500,16,3,0,0,0,2,1,1,36,46,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1728432,1,12,0,3,4,5,0,1,4,4,0,"No",1,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1726375,228,8,2808,146,785,1313,184,641,1342,2071,119,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +2183219,43,8,1,0,10,10,8,23,34,57,6,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3211289,20,8,0,0,420,420,3,12,21,25,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2969442,35,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1695301,10,4,0,0,0,0,0,2,3,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2874539,-4,8,0,416,608,800,77,232,401,563,133,"No",48,0.86,0.89,9,"No","No","No","Yes","No","Yes" +1879079,2,12,6,48,76,104,19,43,86,134,14,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2270676,33,2,0,80,80,160,16,47,114,169,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1156736,203,12,0,0,0,0,3,35,46,58,6,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3118804,9,12,0,2,2,2,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1710402,4,2,0,4,8,8,0,0,0,0,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +1126177,9,8,0,6,12,18,2,6,12,16,0,"No",0,0.95,0.9,0,"No","No","No","Yes","No","Yes" +1919022,0,8,0,6,11,11,2,10,14,18,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +1466331,310,8,200,912,1680,2160,228,816,1600,2582,201,"No",0,0.98,0.98,2,"No","No","No","Yes","No","No" +1443808,11,8,0,0,10,10,1,4,12,18,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","No" +3284298,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3166321,36,8,0,0,0,0,0,1,2,3,1,"No",0,1,0.93,0,"Yes","No","No","No","No","No" +1694056,17630,52,0,0,0,0,5,35,55,183,0,"No",0,0.59,0.78,0,"Yes","No","No","No","No","No" +1120100,14,2,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.68,0,"Yes","No","No","Yes","No","No" +1724469,77,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3040383,76,NA,0,0,0,0,0,1,2,5,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1140006,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" 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+1906317,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2017273,85,2,6,30,90,150,8,27,62,73,7,"No",0,0.56,0.47,0,"Yes","No","No","Yes","No","No" +2094193,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2279149,0,8,0,4,6,8,2,4,9,11,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","Yes" +1600913,23,8,0,0,0,0,2,8,12,24,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1426963,134,8,0,0,0,0,2,16,39,58,6,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1436139,24,8,0,0,0,0,1,4,8,16,12,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3049139,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3131350,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.71,0,"No","No","No","Yes","No","No" +1164658,5,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1699983,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1366460,11,9,0,0,0,0,0,0,3,4,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3268247,65,2,0,0,0,100,13,31,49,62,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1758750,34,8,0,0,0,0,0,1,1,4,2,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +1370166,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1478461,772,12,10,0,0,0,61,155,298,474,63,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2175039,12,NA,9,0,0,0,12,48,129,182,12,"No",0,-99,-99,0,"No","No","No","No","No","No" +1514888,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3099817,4,2,0,4,4,4,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1179153,9,2,0,0,0,36,1,2,2,3,0,"No",0,0.74,0.76,0,"Yes","No","No","Yes","No","No" +2039802,38,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3200997,84,9,0,0,6,30,14,26,43,55,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2852155,0,4,12,0,0,0,0,0,0,0,0,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +1920978,109,10,1,336,336,336,20,98,261,333,71,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2246673,98,13,0,30,30,30,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2179914,3,2,0,12,12,12,5,11,19,30,1,"No",0,0.85,0.84,0,"No","No","Yes","Yes","No","Yes" +2244605,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3038508,215,8,1,0,0,0,4,11,22,33,5,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1584102,4,3,0,5,10,10,2,6,11,17,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1474941,75,8,0,512,704,896,108,278,399,593,177,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +3215384,12,2,0,11,21,31,3,8,19,28,4,"No",0,0.7,0.72,0,"No","No","No","Yes","No","No" +3261914,148,8,11,16,32,64,7,52,125,202,45,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2230756,0,9,0,17,32,50,4,9,14,16,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2997694,3886,NA,0,0,0,70,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +3110849,15,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1628889,-6,8,0,168,240,264,29,77,115,280,17,"No",0,0.92,0.84,6,"No","No","Yes","Yes","No","Yes" +1481634,41,2,0,0,0,0,1,4,7,23,1,"No",0,0.22,0.22,0,"No","No","No","Yes","No","No" +2194906,35,4,0,0,0,0,0,1,7,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1197994,299,8,0,0,0,0,3,22,46,59,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2851135,459,8,55,510,1342,2171,213,984,2454,3705,186,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3161042,-33,8,0,63,93,108,90,99,128,138,4,"No",0,0.87,0.9,33,"No","No","No","Yes","No","Yes" +1905870,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1576867,-1,52,0,0,0,0,2,7,14,23,1,"No",0,0.87,0.88,1,"Yes","No","Yes","No","No","Yes" +1362964,4566,2,183,4000,6000,8000,891,2940,6167,9421,1031,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1409056,14424,NA,0,0,0,0,2,6,18,26,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1839185,7,NA,0,6,12,12,0,6,9,10,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1990360,29,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3241132,1,8,0,40,40,40,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1234700,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1764424,193,8,86,400,800,1100,155,429,712,1023,131,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1343911,-223,8,3,1539,2386,3079,200,682,1431,2230,107,"No",0,0.15,0.15,229,"No","No","Yes","Yes","No","Yes" +1508387,220,8,76,408,822,1212,113,394,744,1158,111,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1143804,128,2,61,144,315,495,64,182,324,474,45,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","No" +1434550,14,8,0,0,0,0,0,0,1,1,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1630430,137,NA,26,0,0,0,105,372,886,1313,117,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1725361,-124,8,0,835,1279,1747,361,538,841,1199,184,"No",0,0.44,0.62,127,"No","No","No","Yes","No","Yes" +2215706,15,8,0,0,1,10,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1314315,6,8,0,8,17,26,4,12,19,35,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3265496,0,8,0,2,2,3,2,2,3,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +3279462,5,8,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1875132,757,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2986324,189,2,0,288,678,1110,91,156,158,158,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +3103472,-2,3,24,756,1242,1746,156,530,920,1264,148,"No",54,0.41,0.46,4,"No","No","Yes","Yes","No","Yes" +1642836,3,8,0,12,36,48,5,14,36,51,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1718153,6,9,0,0,0,0,0,0,0,6,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1968377,0,4,3,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1751122,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1496293,22,8,0,0,0,0,1,5,8,10,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1913853,0,2,0,30,30,30,0,1,1,1,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1506515,187,5,0,0,0,0,4,23,42,50,2,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +1843930,62,8,0,0,0,0,13,30,67,103,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1440789,68,2,50,0,100,150,20,61,130,206,21,"No",0,0.51,0.47,0,"No","No","No","Yes","No","No" +1669105,0,2,0,58,110,166,1,2,2,2,0,"No",0,0.62,0.62,4,"No","No","No","Yes","No","Yes" +1524200,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.17,0.17,0,"No","No","No","Yes","No","No" +1216664,968,12,57,450,900,1800,226,711,1559,2259,254,"No",0,0.3,0.38,0,"No","No","Yes","Yes","No","No" +2815138,135,8,24,60,120,180,51,113,177,255,120,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1322406,7,2,0,0,0,0,0,0,22,22,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2080249,1,8,1,4,8,11,2,5,10,13,6,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2086694,278,8,9,0,300,300,21,137,310,444,94,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3274486,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2179739,1,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2900432,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3157428,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","No" +2196950,2,8,0,4,4,8,3,3,6,8,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2194344,119,52,0,0,0,0,5,8,16,28,15,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1567904,10,14,0,13,13,20,1,8,17,28,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1267681,-1,9,0,13,28,43,9,24,40,48,5,"No",0,0.92,0.76,1,"No","No","No","Yes","No","Yes" +2249863,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1285344,790,4,0,0,0,0,0,5,30,50,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1834044,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1115482,3,8,1,7,14,17,1,7,12,21,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +3097640,5,12,62,167,263,359,59,145,250,340,37,"No",0,0.73,0.7,2,"No","No","No","Yes","No","No" +1884514,4,8,0,37,37,37,7,14,24,38,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","Yes" +1889047,13,2,30,84,196,308,28,100,180,194,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1723611,0,2,0,14,14,14,0,0,0,0,0,"No",0,0.69,0.71,0,"Yes","No","No","Yes","No","No" +2252426,1,8,0,52,73,94,5,16,47,77,24,"No",0,0.83,0.85,0,"No","No","No","Yes","No","Yes" +1604033,1,8,0,0,1,1,0,0,1,1,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1231550,30,3,0,0,0,8,2,10,39,57,0,"No",0,0.66,0.68,0,"No","No","No","Yes","No","No" +2094370,75,8,10,77,137,197,21,58,113,163,26,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +1126120,32,4,0,0,0,0,3,8,11,18,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2858985,4,8,0,0,0,0,0,1,3,4,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1943590,6,2,0,0,40,40,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1962930,12,8,0,12,12,12,1,11,21,31,7,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3077584,96,8,6,101,196,286,27,87,193,279,46,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1240786,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2239661,148,8,72,257,650,1008,119,396,839,1288,87,"No",0,0.31,0.33,0,"No","No","No","Yes","No","No" +1494547,171,8,14,168,320,440,61,208,408,697,41,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2220875,24,8,1,0,0,0,1,2,4,9,6,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2200111,-103,0,0,117,119,127,36,179,182,182,0,"No",0,0.93,0.88,103,"No","No","No","No","No","Yes" +1890909,70,2,0,60,150,240,14,58,109,130,7,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1883839,55,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2106351,77,8,8,720,1056,1440,149,450,878,1281,151,"No",48,0.53,0.54,6,"No","No","Yes","Yes","No","Yes" +1539456,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3114596,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1819892,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1282377,49,8,9,44,66,66,17,39,70,110,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1798303,52,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1755144,67,8,0,0,0,0,0,3,12,26,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1580134,359,NA,0,0,0,0,2,4,11,16,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1245210,110,8,6,56,104,192,35,92,173,263,34,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +2123187,24,2,0,0,0,0,0,1,7,7,0,"No",0,0.36,0.44,0,"Yes","No","No","Yes","No","No" +1721020,1,12,0,3,3,4,0,2,4,4,0,"No",0,0.78,0.78,0,"Yes","No","No","No","No","No" +1264691,11,8,0,10,20,30,2,9,21,30,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1966913,23502,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1301914,23,14,0,0,0,0,2,5,8,10,2,"No",0,0.47,0.39,0,"No","No","No","Yes","No","No" +3282047,110,8,0,46,47,94,11,46,100,148,15,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1907112,102,52,0,100,100,100,1,5,14,22,2,"No",0,0.88,0.91,0,"Yes","No","No","No","No","No" +3140716,246,8,0,0,0,0,0,3,3,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1249511,4,2,0,3,6,6,1,6,9,13,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2837828,1,8,0,8,8,8,0,1,1,1,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1982191,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1759299,3,2,0,1,4,6,0,3,4,4,0,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","Yes" +1689606,29,2,0,30,60,90,5,22,42,55,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1324302,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1724824,7,8,0,0,0,0,0,2,5,11,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1234391,11,2,10,0,0,0,0,4,4,4,1,"No",0,0.84,0.63,0,"Yes","No","No","Yes","No","No" +3101710,9,8,10,690,1050,1482,99,352,540,754,99,"No",144,0.41,0.46,0,"No","No","Yes","Yes","No","Yes" +1533634,4,4,0,0,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3114939,0,9,0,3,4,5,0,2,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1848992,6,14,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2135357,597,8,0,0,0,0,6,13,16,30,6,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1685437,7,2,0,0,0,0,1,2,5,5,2,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +1164548,11,12,0,0,0,0,2,2,5,15,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1422795,123,8,0,0,0,0,0,0,1,4,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1265466,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1152118,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1151429,4,2,0,0,0,2,0,1,3,4,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1281576,165,12,0,0,0,0,1,4,6,8,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1360007,3,8,0,0,0,0,0,0,0,1,2,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +2956309,106,12,0,0,0,0,0,1,3,6,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1789083,1,8,0,1,2,3,1,2,2,3,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +1847673,6,NA,0,7,21,28,3,8,14,24,4,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1419683,0,8,0,15,27,39,3,13,24,38,0,"No",2,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2091043,2,2,0,24,24,24,9,20,32,38,0,"No",0,0.21,0.36,0,"Yes","No","No","Yes","No","Yes" +2306963,27,2,0,92,163,230,43,90,154,246,29,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1804273,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2900775,645,3,106,780,1980,3240,335,1090,2310,3444,249,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1988115,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1929317,0,2,0,61,81,81,0,1,2,2,13,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1618425,144,8,0,0,0,0,0,4,12,16,2,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1876861,36,16,35,14,84,108,16,65,124,175,30,"No",0,0.9,0.9,6,"No","No","No","Yes","No","No" +1760832,70,8,11,30,80,120,9,37,70,107,26,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +2929091,930,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1481171,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3188592,15220,8,4,0,0,0,320,746,1490,2759,127,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1365719,1,8,0,4,7,10,1,4,5,7,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1922272,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1283192,1,8,0,5,8,12,3,4,4,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1333471,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1386194,576,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","Yes","Yes","No","No" +3129624,3,8,0,4,6,9,1,4,6,6,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3095438,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1173651,79,2,0,0,0,19,0,1,1,2,1,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +2871996,13,12,16,0,0,0,0,3,15,21,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1692108,18,9,0,22,40,64,3,18,34,87,13,"No",0,0.54,0.7,0,"No","No","No","Yes","No","Yes" +1616529,-111,NA,3,0,0,0,135,485,773,929,72,"No",0,-99,-99,0,"No","No","No","No","No","No" +2213292,84,8,4,57,105,177,15,48,115,159,25,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3015472,13,8,0,22,22,22,0,12,25,30,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1659720,69,2,0,0,0,0,5,8,12,12,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1396380,0,2,0,89,89,89,0,0,0,0,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","Yes" +3129880,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2998764,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1608969,7,NA,0,0,0,0,2,5,7,10,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1640769,77,8,10,272,484,798,114,435,734,936,67,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2309214,7,8,0,17,26,38,5,16,30,56,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +2062891,3,2,0,8,12,20,0,6,14,29,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2175175,6,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2196576,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +1224098,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.49,0,"No","No","No","Yes","No","No" +1361228,22,8,0,0,0,0,2,5,14,30,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1675075,21,8,0,0,13,13,10,10,16,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1565210,54,10,0,0,0,0,2,6,21,28,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1985418,107,8,14,330,546,834,94,295,498,730,73,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","Yes" +2951356,0,2,0,28,46,52,0,0,0,0,0,"No",28,1,1,0,"No","No","No","Yes","No","Yes" +1664475,13,12,0,36,48,60,3,21,26,51,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1772362,39,NA,0,0,0,0,424,1383,3023,4663,476,"No",0,-99,-99,26,"No","No","No","No","No","Yes" +1145428,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1274810,61,8,0,70,115,160,16,52,94,192,21,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +3233529,7,12,0,0,0,0,0,1,2,2,0,"No",0,0.61,0.69,0,"No","No","Yes","Yes","No","No" +1985164,7,2,0,0,0,0,0,1,3,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1645434,707,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3146401,-2,8,0,63,90,112,10,30,63,98,18,"No",0,0.98,0.97,2,"Yes","No","No","No","No","Yes" +1344040,0,2,0,40,70,100,15,21,21,21,4,"No",0,0.17,0.08,0,"No","No","No","Yes","No","Yes" +1662599,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3052781,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1528346,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2802761,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.73,0,"Yes","No","No","Yes","No","No" +2905742,70,8,36,160,352,550,53,222,492,729,15,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1229985,34,2,0,615,905,1195,82,281,543,770,105,"No",0,0.27,0.2,4,"No","No","No","Yes","No","Yes" +1522335,50,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1771703,1,8,0,3,6,7,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1891857,6,8,0,0,0,0,0,1,3,6,1,"No",0,0.39,0.49,0,"No","No","No","Yes","No","No" +2167517,4,9,0,0,0,0,4,4,4,6,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1518025,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2150155,4,8,0,0,0,0,0,0,1,1,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1202593,0,8,0,4755,7819,10701,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1950023,7,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2012943,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +1989362,3,2,0,28,28,28,12,14,14,14,2,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +1346649,25,8,0,0,0,0,0,2,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1967274,3,12,7,42,70,91,9,25,46,53,10,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1450712,0,2,0,3,3,6,0,0,2,2,0,"No",0,0.57,0.42,0,"Yes","No","No","Yes","No","Yes" +1669099,-2,2,0,12,12,18,4,4,4,4,0,"No",0,1,1,2,"No","No","No","Yes","No","Yes" +3032524,258,8,13,279,624,1047,105,354,766,1120,116,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1719900,1,12,0,5,6,6,4,5,5,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2023565,0,8,0,7,9,13,0,3,6,9,0,"No",1,0,0,0,"No","No","No","Yes","No","Yes" +1547632,152,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +2033513,1285,NA,0,0,0,0,7,21,42,80,11,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3097389,1,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2237157,6,12,0,5,5,5,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","Yes","Yes","No","No" +1569608,48,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.33,0,"Yes","No","No","Yes","No","No" +3026273,168,8,0,640,640,640,0,0,0,0,0,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1300002,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1576460,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1213600,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","Yes" +2301349,99,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1270397,30,9,0,0,0,0,0,0,1,3,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2965218,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1180675,11,2,0,12,27,42,3,11,20,20,0,"No",0,0.13,0.14,0,"No","No","No","Yes","No","No" +1994243,458,52,0,0,0,0,5,37,66,96,15,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2969988,-4,8,0,15,18,18,1,6,10,22,0,"No",0,0.77,0.76,4,"No","No","No","Yes","No","Yes" +2914575,673,4,498,523,1123,1603,410,992,1978,2937,49,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2306838,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2252697,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1221134,2,2,0,0,0,1,0,0,1,1,1,"No",0,0.57,0.6,0,"No","No","No","Yes","No","No" +1609265,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3069534,3,2,1,1,1,1,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","Yes","Yes","No","No" +1427992,81,13,2,0,32,56,7,30,66,96,6,"No",0,0.79,0.75,0,"No","No","No","Yes","No","No" +1451540,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"No","No","Yes","Yes","No","No" +3241539,152,8,6,90,152,245,34,102,198,311,42,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1715450,2317,8,767,2160,5040,7344,868,2501,4726,7118,704,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1246804,17,8,8,130,249,361,54,142,279,385,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +1248879,14,12,0,9,25,41,4,14,29,49,1,"No",0,0.74,0.72,0,"No","No","No","Yes","No","Yes" +1882431,0,9,0,5,7,9,0,2,4,7,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +1238672,1,8,0,17,32,40,2,5,11,18,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","Yes" +1877439,5,8,0,3,7,11,1,5,8,11,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1667046,17,8,0,0,0,0,0,1,3,5,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1284108,170,4,140,140,280,420,10,102,156,241,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2939362,18,52,0,0,0,0,0,2,3,6,10,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +1471994,6,9,0,0,0,0,2,2,2,4,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2820787,-2,8,0,772,1072,1447,78,236,374,479,88,"No",75,0,0,8,"No","No","No","Yes","No","Yes" +1226785,8,4,0,0,0,0,0,1,1,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1945694,16,8,0,23,75,95,0,9,61,83,11,"No",0,0.28,0.28,0,"No","No","Yes","Yes","No","No" +2893095,22,8,0,0,0,0,1,3,5,5,0,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +2994641,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1556001,570,12,14,0,0,20,59,139,380,849,76,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1989491,9,9,6,0,0,0,21,35,36,36,4,"No",0,0.86,0.84,1,"No","No","No","Yes","No","Yes" +2101403,44,52,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.38,0,"Yes","No","No","No","No","No" +2051967,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2927962,139,8,64,84,156,228,37,158,287,427,62,"No",12,0.69,0.67,0,"No","No","No","Yes","No","No" +2106733,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3096000,6,2,0,17,17,17,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1673917,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1213440,23,8,0,0,0,24,1,4,11,19,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1660458,0,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1343143,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1570477,180,8,4,166,295,381,9,57,268,517,69,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2153389,2,8,0,0,0,0,3,8,8,8,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +2215462,2597,NA,0,0,0,0,0,1,2,2,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2196978,5,2,0,5,55,55,0,0,0,0,2,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +2004206,11,2,0,0,0,0,0,7,7,7,2,"No",0,1,0.5,0,"Yes","No","No","Yes","No","No" +3099651,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1694784,41,2,0,0,0,0,1,2,5,8,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2194609,97,2,30,66,132,220,13,74,143,204,28,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1343791,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1286509,-40,12,1,444,644,844,27,189,398,568,103,"No",11,0.24,0.47,49,"No","No","Yes","Yes","No","Yes" +2038826,27,4,0,0,0,0,0,7,17,33,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3041663,0,8,0,268,370,540,56,173,249,323,52,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +3250880,69,8,46,119,209,299,86,157,267,347,27,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1465881,0,2,0,10,14,14,0,0,1,1,1,"No",1,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +1153197,27,8,0,0,0,0,0,0,2,6,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1789086,8,8,0,25,59,95,9,29,67,96,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1269601,2,8,0,10,18,28,3,9,17,25,2,"No",0,0.66,0.43,0,"No","No","No","Yes","No","Yes" +3228531,470,8,32,684,1512,2232,190,663,1396,2195,115,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1428691,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2863344,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1760771,0,8,0,3,5,7,3,4,4,8,1,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1283264,2,8,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2057142,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1598276,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.79,0,"No","No","No","Yes","No","No" +2967532,0,2,0,144,144,144,0,3,3,3,12,"No",112,0.88,0.63,0,"No","No","Yes","Yes","No","Yes" +3071424,0,2,11,0,0,0,0,0,0,0,0,"No",11,0.54,0.56,0,"No","No","No","Yes","No","No" +1463106,145,2,0,0,0,0,2,3,8,24,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2874440,16,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","No" +2866981,0,8,0,30,60,90,8,18,25,34,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1274427,4,0,2,53,116,176,23,53,105,153,16,"No",0,0,0,0,"No","No","No","No","No","Yes" +3204876,66,2,0,0,30,90,4,47,60,84,14,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1466532,2,8,0,0,1,2,1,2,3,5,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2104123,0,12,0,5,8,8,0,0,0,1,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","Yes" +3206199,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2134305,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1215620,22,4,0,0,0,0,0,0,15,15,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2202077,0,8,0,58,58,58,0,0,0,0,0,"No",0,0.88,0.65,0,"Yes","No","Yes","Yes","No","No" +1991545,4,8,5,0,0,1,0,4,11,14,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1734037,7,12,0,15,23,25,3,9,23,31,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +2279751,5,8,6,0,8,12,3,13,30,48,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1658348,173,8,20,168,308,476,83,203,386,601,168,"No",0,1,1,0,"No","No","No","Yes","No","No" +3054584,5,4,3,3,6,6,0,3,6,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3183050,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.46,0,"No","No","No","Yes","No","No" +1273854,294,8,1,0,0,0,3,14,51,87,24,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1996062,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3183969,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +3085712,0,8,0,15,29,36,3,13,20,28,0,"No",7,0.18,0.33,0,"No","No","No","Yes","No","Yes" +3203441,247,8,0,0,0,0,0,0,0,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2816524,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3010925,10,8,0,0,0,616,2,5,11,23,3,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +1866462,0,4,0,4,4,4,1,1,1,2,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3091040,15,2,8,36,96,150,6,33,74,93,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1898073,34,8,0,60,96,144,18,55,85,123,25,"No",10,0.76,0.78,0,"No","No","No","Yes","No","No" +1214722,1,2,0,18,18,18,11,11,17,17,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2183506,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2097420,2924,6,726,1000,3250,4350,666,2261,4353,5914,664,"No",0,0.7,0.87,2,"No","No","No","Yes","No","No" +1545793,31,52,0,0,0,0,1,4,12,19,0,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +2012915,1,8,0,24,37,50,7,16,22,31,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2869779,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1896744,173,8,0,139,251,475,37,132,272,394,57,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1152847,112,52,0,0,0,0,5,21,42,66,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1150620,145,10,0,40,160,260,18,45,87,153,64,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2003439,327,8,0,0,0,0,4,12,33,59,2,"No",0,0.84,0.86,0,"Yes","No","No","No","No","No" +2119687,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.57,0.61,0,"Yes","No","Yes","Yes","No","Yes" +1950678,5,9,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.78,0,"No","No","Yes","Yes","No","No" +3065677,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2902076,0,2,0,0,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3224805,22,12,0,0,0,0,4,7,11,2881,2,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +2289551,-3,2,0,13,13,13,18,27,31,31,0,"No",0,0.22,0.27,2,"Yes","No","No","Yes","No","Yes" +2098204,4,8,0,25,25,25,0,1,5,9,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1802706,8,12,0,0,0,0,0,1,2,5,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +2099787,57,8,4,68,132,200,23,76,142,213,15,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +1543919,1,9,0,3,3,4,0,0,2,5,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1347474,2,8,0,0,0,0,0,1,1,1,2,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2130932,117,8,0,0,0,33,20,55,104,144,59,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1855567,103,9,0,0,0,0,1,8,13,26,2,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1503086,10,9,0,11,23,32,4,12,23,36,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1158662,23,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1936027,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2843079,-25,8,0,200,200,200,5,75,94,98,3,"No",0,0,0,25,"No","No","No","Yes","No","Yes" +1672149,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1707369,1594,8,8,0,1008,1008,238,664,1384,2249,191,"No",0,1,1,0,"No","No","No","Yes","No","No" +1944676,59,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +2006362,9,2,6,0,0,0,0,2,5,5,1,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +2911840,116,8,39,0,37,74,6,30,77,114,20,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2862090,2,2,0,0,0,0,4,4,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2243100,0,NA,0,0,0,0,0,0,2,6,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1641504,0,8,0,2,4,5,1,3,5,5,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1649390,0,8,0,3,3,3,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +2130828,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2198777,6,2,0,0,20,20,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2116201,6,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2975520,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1880834,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1702807,34,2,0,0,0,0,0,2,6,12,0,"No",0,0.87,0.75,0,"Yes","No","No","Yes","No","No" +1470572,19,8,0,0,0,1,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2153567,295,9,7,0,122,366,71,182,372,537,70,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1454050,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1643027,26,4,0,0,0,0,1,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1453945,0,8,0,7,10,13,3,4,4,7,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","Yes" +3084335,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.87,0,"Yes","No","No","Yes","No","No" +1679633,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +1857504,7,8,0,15,39,39,5,16,43,61,2,"No",0,0.44,0.63,0,"No","No","No","Yes","No","Yes" +2989177,163,8,0,0,0,0,5,12,22,27,2,"No",0,0.83,0.88,0,"No","No","Yes","Yes","No","No" +1674679,85,4,0,62,143,208,37,41,41,41,15,"No",0,0.82,0.88,0,"No","No","Yes","Yes","No","No" +1268511,0,8,0,14,30,38,3,11,23,33,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1486730,3,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1992644,2,8,0,5,9,13,3,4,8,13,0,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1533060,2,4,0,1,3,5,0,2,2,5,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3102285,1,8,0,0,0,0,0,1,2,4,3,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1771493,21,2,0,0,0,0,1,1,1,2,1,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +1700917,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2160843,13,8,0,35,47,71,6,57,88,113,0,"No",0,0.75,0.52,0,"No","No","No","Yes","No","No" +2195869,78,8,0,0,0,0,3,12,19,30,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2203879,2,8,2,9,16,26,3,11,19,30,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +2186169,49,4,0,0,0,0,1,6,23,36,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2848859,12,10,0,0,0,0,1,2,3,4,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2008751,1,8,0,18,24,33,12,26,27,43,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1403157,19,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2279630,19,2,0,0,0,0,2,3,4,7,2,"No",0,0.87,0.91,0,"Yes","No","No","Yes","No","No" +3073706,78,9,8,30,100,170,21,78,147,231,58,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2255966,12,8,0,8,16,24,3,8,16,28,4,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1266963,3,8,0,22,30,41,8,25,43,61,2,"No",0,0.79,0.42,1,"No","No","No","Yes","No","Yes" +2289528,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2959683,4,2,0,200,200,200,42,139,149,157,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1644730,4,8,0,0,0,0,0,1,1,2,1,"No",0,0.38,0.38,0,"No","No","Yes","Yes","No","No" +1379332,15,2,0,0,0,0,0,0,1,1,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1861919,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1470440,2,8,0,4,7,10,1,2,5,11,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3199220,53,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3198965,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3083779,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1139865,286,2,7,0,200,200,43,90,182,282,58,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2137830,242,NA,0,0,0,0,1,8,16,26,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1271087,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2199766,26,4,7,31,71,87,9,28,67,97,11,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3091230,6,8,0,3,6,9,0,4,10,10,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3227537,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2024526,56,3,10,0,40,90,6,20,62,102,9,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3056664,4629,8,896,604,2114,3926,831,1947,3038,5643,727,"No",0,0.27,0.13,7,"No","No","No","Yes","No","No" +1383828,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3143738,63,8,20,169,253,373,40,116,205,312,26,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2145627,38,2,189,200,490,780,161,408,896,1236,64,"No",0,0.95,0.93,1,"No","No","Yes","Yes","No","No" +1392093,110,2,0,0,0,0,15,38,334,420,0,"No",0,0.58,0.6,0,"No","No","Yes","Yes","No","Yes" +3231898,2,8,0,0,1,2,0,0,1,3,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1580995,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2199348,5,9,1,1,2,3,0,3,5,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3006524,3,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3058114,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2057119,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1914990,167,2,0,0,44,55,10,32,86,159,20,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3127793,161,2,0,0,0,0,2,4,5,7,4,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1166252,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2163941,95,8,0,0,28,28,1,31,56,91,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3137956,15,8,0,0,20,20,1,4,16,27,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1360634,-33,8,1,499,787,1075,145,343,800,1140,56,"No",22,0.73,0.73,36,"No","No","No","Yes","No","Yes" +1922404,45,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +1813390,204,8,136,365,725,1065,167,442,926,1242,114,"No",85,0.86,0.85,0,"No","No","No","Yes","No","No" +1318624,4,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2073029,23,2,20,0,18,36,7,21,29,42,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1927962,0,8,0,110,110,110,0,0,0,0,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1135732,189,8,96,156,408,684,67,239,505,813,86,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2071529,169,NA,0,0,0,0,4,41,92,153,11,"No",0,-99,-99,0,"No","No","No","No","No","No" +1522709,5938,8,0,0,0,0,5,7,8,18,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2147336,3,4,0,20,20,40,4,13,30,42,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +3240683,77,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.88,0,"Yes","No","No","Yes","No","No" +1167670,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +3221165,20,4,0,1,5,9,5,12,39,46,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1674314,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"Yes","No","Yes","Yes","No","No" +1866421,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2167117,2,8,0,0,1,1,0,1,1,1,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1481331,4,NA,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1337660,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","No" +3123877,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1343720,30,8,0,33,49,57,2,8,28,46,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1995997,103,8,1,0,26,52,11,36,100,150,16,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +2270655,3,8,0,10,20,20,1,6,9,16,2,"No",0,1,0.89,0,"No","No","Yes","Yes","No","Yes" +2906911,21,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1860481,9,8,0,0,0,4,2,4,13,20,5,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1832471,56,8,32,24,48,96,14,75,134,213,23,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +3062612,22,9,0,0,0,9,3,8,10,15,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2176731,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1405206,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.15,0,"No","No","Yes","Yes","No","No" +1161606,6,8,0,0,0,10,0,2,4,6,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2142863,54,8,5,30,60,90,16,43,77,125,59,"No",0,0.19,0.39,0,"No","No","No","Yes","No","No" +2085411,0,8,0,60,60,81,0,1,3,69,0,"No",0,0,0,0,"Yes","Yes","No","Yes","No","Yes" +1853266,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2265558,4865,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2311701,30,8,0,0,0,0,3,6,16,25,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2209501,456,8,1,0,0,0,14,45,63,92,27,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1879977,150,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1574377,1,9,0,30,40,60,3,14,23,26,2,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","Yes" +2811300,49,9,0,0,0,0,0,1,2,2,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2133788,546,8,236,1219,2455,3931,405,1634,3455,5094,368,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3082952,1,8,0,0,1,2,1,3,5,5,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1779362,3,9,3,1,1,1,0,2,2,6,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2898789,53,8,23,149,265,397,43,114,238,369,23,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +1368683,4152,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.79,0,"Yes","No","Yes","Yes","No","No" +1457598,0,2,0,15,20,30,5,11,23,28,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +2068787,0,8,0,3,4,5,0,2,4,5,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +1480757,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1458266,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2170089,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3282531,32,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.21,0,"No","No","No","Yes","No","No" +1390173,4,2,0,0,0,0,0,0,1,2,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +2087994,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2145563,27,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1192738,8,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1512842,3,8,0,0,0,0,1,1,1,1,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2178859,176,5,0,0,0,0,8,18,36,69,16,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1459538,441,8,0,0,0,0,0,2,2,5,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3032509,0,2,0,50,50,50,0,0,0,0,0,"No",50,1,1,0,"Yes","No","No","Yes","No","No" +2250286,113,4,28,0,0,0,8,43,117,212,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1176423,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1828616,4,8,0,0,0,0,1,1,1,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1156693,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2106527,56,NA,0,0,0,0,1356,3201,3751,3763,122,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2005533,0,8,0,72,121,157,0,0,0,0,11,"No",0,0.65,0.4,0,"Yes","No","Yes","No","No","Yes" +1531816,0,4,0,6,9,10,0,0,0,0,0,"No",3,0.89,0.9,0,"Yes","No","No","Yes","No","Yes" +1622164,7,8,0,15,39,39,7,17,46,61,2,"No",0,0.44,0.63,0,"No","No","No","Yes","No","Yes" +1172899,2,2,0,2,3,3,2,2,2,2,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +2956123,56,2,0,0,0,0,2,8,22,27,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1740988,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2264242,1054,8,800,1292,2332,3452,585,1486,2680,4138,942,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1249470,12,2,0,0,0,0,1,1,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2932229,12,0,0,0,0,0,1,1,1,2,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +3020490,74,8,0,0,0,0,6,14,26,47,2,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1466523,2,8,0,1,1,1,0,0,2,3,0,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","No" +1694103,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2915106,208,4,0,0,0,0,0,0,0,0,2,"No",0,0.63,0.76,0,"Yes","No","No","Yes","No","No" +2873375,21,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1798582,0,8,0,6,8,12,6,7,9,12,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +3252620,21,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2017640,0,2,0,5,8,8,0,0,3,3,0,"No",0,0.84,0.66,0,"Yes","No","Yes","Yes","No","Yes" +1968222,60,8,2,12,36,72,13,34,64,95,29,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1264632,12,4,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +2844384,85,2,56,268,496,752,98,289,472,713,62,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1780596,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3074086,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1743748,260,10,127,419,876,1378,139,519,1096,1642,165,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2865214,0,8,0,6,6,7,0,1,3,8,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +2054686,15,2,0,8,24,48,8,21,32,43,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +2085990,4,12,0,0,0,0,0,3,6,6,2,"No",0,0.9,0.92,0,"Yes","No","Yes","Yes","No","No" +1526652,25,2,11,83,179,259,18,46,67,79,11,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1766279,146,12,0,0,0,0,0,0,3,5,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2859444,848,8,0,0,0,0,0,2,2,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1189355,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3077030,68,8,7,21,42,70,9,32,64,95,33,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1324924,3,8,0,20,34,46,6,17,33,51,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2999566,0,2,0,6,6,6,0,0,1,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1211816,10,8,0,20,30,50,4,12,25,47,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2188780,361,16,0,0,0,0,0,0,0,1,0,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","No" +3188813,212,8,348,68,484,484,27,142,294,558,36,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +1397870,2,2,0,0,8,8,0,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2935914,29,8,0,0,0,0,0,2,6,7,0,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +1823061,12,8,0,30,30,30,1,1,3,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1563671,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2868112,26,9,0,0,0,0,0,1,1,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2198411,2,8,0,2,4,6,2,2,6,7,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +2829554,134,8,0,0,0,0,0,5,11,13,3,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +1880513,680,8,135,1400,2400,3200,206,670,1414,2245,298,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1558624,36,4,0,0,0,0,1,5,8,17,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1436192,81,8,48,54,104,154,21,78,161,217,72,"No",4,0.84,0.82,0,"No","No","No","Yes","No","No" +1560320,8,12,10,2,10,14,4,8,20,30,0,"No",0,0.72,0.79,0,"No","No","No","Yes","No","No" +1382721,14,8,0,60,60,65,5,41,52,73,0,"No",0,0.38,0.4,0,"No","No","Yes","Yes","No","No" +1784190,85,4,0,0,0,0,0,0,5,5,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +2809134,74,NA,0,0,0,0,0,4,4,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2104085,38,8,0,0,0,0,0,1,1,1,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1500289,151,8,10,0,434,434,17,58,116,186,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1622718,-24,8,0,1120,1680,1960,211,564,1095,1741,162,"No",280,0.09,0.09,36,"No","No","No","Yes","No","Yes" +1448167,38,4,2,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2911101,333,8,101,168,420,588,57,225,510,659,103,"No",0,0.96,0.96,1,"No","No","No","Yes","No","No" +1219775,73,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2862040,907,2,438,1200,1575,2025,427,776,1096,1653,638,"No",75,0.36,0.44,1,"No","No","No","Yes","No","No" +2996026,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3239639,13,8,6,21,39,57,2,11,30,45,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1298277,84,NA,0,0,0,0,1,4,5,9,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1977917,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2261869,4,8,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1850753,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1535703,3,8,0,0,0,0,0,0,0,1,2,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +2907490,14,2,0,0,0,0,3,4,4,8,0,"No",0,0.64,0.48,0,"Yes","No","No","Yes","No","No" +3281614,166,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1639596,9,8,0,3,9,12,3,8,19,29,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +1155268,0,12,0,10,10,10,0,0,3,3,0,"No",0,0.75,0.7,0,"Yes","No","Yes","No","No","No" +3100724,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1828745,63,2,1,42,84,168,25,69,126,188,32,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2261157,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +1395505,0,9,0,2,3,4,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","Yes","No","No","No" +1447397,6,2,0,2,3,4,1,3,3,5,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1132914,120,8,57,0,56,112,15,56,100,156,56,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +2091776,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2131198,0,2,0,9,14,14,0,0,0,0,1,"No",0,0.12,0.1,0,"No","No","Yes","Yes","No","Yes" +1213591,85,8,0,0,0,0,0,5,5,6,0,"No",0,0.82,0.68,0,"No","No","Yes","Yes","No","No" +1447452,-1531,8,41,15000,21640,30640,2485,9979,16605,21803,1946,"No",0,0.9,0.95,1647,"Yes","No","No","Yes","No","Yes" +1296960,59,8,57,110,222,350,22,141,253,364,31,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1204112,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.3,0.38,0,"No","No","No","Yes","No","No" +1122127,22,8,0,29,80,131,0,2,2,2,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2305264,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3036060,16,2,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1389795,7,8,0,0,0,0,1,1,1,2,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1499744,0,4,0,14,14,20,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2916629,12,NA,0,0,0,0,4,12,31,50,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1474467,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1667201,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +3071465,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3116579,342,8,24,500,500,500,42,120,250,373,77,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1303335,400,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2202868,781,8,5,0,0,0,11,24,49,66,16,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1770784,12,2,1,2,2,2,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +2299792,9,9,0,0,0,0,0,0,2,5,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1579335,11,4,0,0,0,0,0,2,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1709446,0,2,0,500,500,500,0,0,0,0,0,"No",500,0.59,0.78,0,"No","No","Yes","Yes","No","Yes" +1311274,1,8,5,5,5,10,2,3,10,13,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1537503,2,2,0,146,279,432,18,55,77,80,37,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1952108,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2212402,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1967317,57,NA,0,0,0,0,0,2,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2905249,438,12,980,3700,5100,6800,914,2101,3971,6294,553,"No",0,0.94,0.87,102,"No","No","No","Yes","No","No" +1532576,4,8,0,0,0,0,0,1,2,2,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1292077,38,8,0,0,0,0,4,11,28,80,4,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1775368,50,12,0,0,0,0,1,4,5,5,3,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +2919658,9,8,22,25,50,75,8,25,45,68,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3199919,1290,8,940,1800,3600,4500,926,1517,2159,3553,1026,"No",0,0.95,0.61,0,"No","No","No","Yes","No","No" +1560765,5,2,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1604888,5,3,0,4,4,8,2,5,13,22,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","Yes" +2907935,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3102987,148,4,0,0,0,0,0,0,0,100,3,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2070313,442,2,0,0,0,0,0,0,6,17,3,"No",0,0.12,0.06,0,"No","No","No","Yes","No","No" +3048729,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","No" +2156588,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1291027,385,12,0,0,0,0,21,31,54,60,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","Yes" +1992698,0,2,0,14,14,21,3,7,15,21,1,"No",0,0.78,0.86,0,"No","No","Yes","Yes","No","No" +1959387,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +3151885,4997,NA,4,0,0,0,8,44,104,203,19,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2027510,46391,8,0,0,0,0,7892,18436,31588,47380,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +1535505,4,8,0,16,24,32,4,11,21,29,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1887794,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1231031,0,8,0,11,16,26,4,7,19,27,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1825763,13,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +1193396,65,9,0,0,0,0,0,0,0,1,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1944578,0,15,0,2,3,5,0,1,2,3,2,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3075824,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.29,0,"No","No","No","Yes","No","No" +1478978,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +2805676,3350,8,510,900,1350,2250,292,1036,1901,3176,538,"No",0,0.44,0.5,0,"No","No","No","Yes","No","No" +1198178,19,8,0,0,0,0,5,6,11,15,1,"No",0,0.08,0.16,0,"Yes","No","No","Yes","No","No" +1469642,2,4,0,0,0,0,4,6,6,6,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1753500,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2029671,51,12,0,0,0,0,0,3,4,7,0,"No",0,0.93,0.95,0,"No","No","Yes","Yes","No","No" +1732431,7,8,0,0,0,0,0,2,3,7,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1871400,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2264801,104,8,0,0,0,0,2,6,20,36,13,"No",0,-99,0.93,0,"No","No","No","Yes","No","No" +3124726,100,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1963272,4,12,0,0,0,0,0,0,1,1,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3138945,0,8,0,10,10,10,0,0,2,7,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","Yes" +1487775,0,8,1,15,23,32,7,12,20,30,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1741158,98,8,0,1300,1300,1300,1,52,69,82,16,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1951347,302,2,17,216,392,568,52,175,359,645,86,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1694071,215,8,0,150,300,450,69,177,328,513,58,"No",0,1,1,0,"No","No","No","Yes","No","No" +3031479,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +3269053,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1443902,-1,8,0,20,29,38,11,16,22,37,2,"No",0,0.92,0.95,1,"No","No","No","Yes","No","Yes" +2110103,502,52,0,0,0,0,1,29,52,77,2,"No",0,0.97,0.96,0,"Yes","No","Yes","No","No","No" +1959706,8,8,0,0,0,10,0,2,4,6,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1704050,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1896137,0,12,0,69,85,133,2,37,59,89,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3167479,9,16,0,0,0,0,0,0,1,1,1,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +1193070,4,2,0,2,2,2,0,0,0,1,0,"No",0,0.8,0.66,0,"Yes","No","Yes","Yes","No","No" +1224854,3,2,0,0,0,1,1,2,2,3,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1666954,0,8,0,1,1,1,1,1,1,2,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","Yes" +2226642,1,8,0,8,8,8,0,0,5,9,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2048717,190,52,0,0,0,0,0,0,4,6,2,"No",0,0.97,0.96,0,"Yes","No","No","No","No","No" +2186335,434,17,53,600,600,1200,129,423,777,1185,25,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2115126,9,8,0,24,40,56,6,20,30,64,2,"No",0,0.55,0.37,0,"No","No","No","Yes","No","Yes" +2817142,173,16,0,0,0,0,2,5,10,14,1,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +3014348,3,9,0,21,33,49,5,18,40,56,2,"No",1,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1541103,-101,2,0,262,262,262,0,104,104,114,22,"No",0,0,0,101,"Yes","No","No","Yes","No","Yes" +2161459,8,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3037858,1,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2030785,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +2028962,24,2,1,77,137,212,9,15,32,69,9,"No",0,0.4,0.6,0,"No","No","No","Yes","No","Yes" +3125768,192,0,2,20,20,20,5,14,24,36,5,"No",0,0,0,0,"No","No","No","Yes","No","No" +2937415,446,5,1075,1925,3175,5275,1461,4215,8302,10619,1214,"No",0,0.73,0.7,42,"No","No","No","Yes","No","No" +2963849,8,8,0,0,12,12,2,7,11,11,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3246541,8,2,0,20,40,60,19,56,56,56,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1474281,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +2176481,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.39,0.18,0,"Yes","No","No","Yes","No","No" +1612539,212,8,0,0,0,0,1,7,23,32,3,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +2072054,0,3,0,0,0,0,1,1,1,1,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1469161,19,2,22,75,135,210,27,106,177,236,41,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +1750647,625,8,158,555,1210,1734,217,569,1296,2017,112,"Yes",0,0.59,0.77,0,"No","No","No","Yes","No","No" +3025263,929,2,0,0,0,0,0,3,3,8,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2023176,0,8,0,6,10,14,0,3,9,10,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","Yes" +1361903,64,2,0,60,120,180,23,63,112,157,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2969006,34,NA,0,0,0,0,2,6,7,9,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3066340,-5,8,0,10,10,20,20,21,22,23,0,"No",0,0.7,0.71,5,"No","No","No","Yes","No","No" +1918479,20,2,0,0,0,0,2,3,3,3,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1220531,7,9,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2241792,-4,8,0,15,19,19,1,8,13,23,0,"No",0,0.77,0.74,4,"No","No","No","Yes","No","Yes" +1727494,10,9,0,0,0,0,0,0,7,10,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3214894,64,8,0,0,0,0,4,15,26,47,14,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1875228,10,9,0,6,9,12,3,10,18,29,0,"No",0,0.96,0.84,0,"No","No","No","Yes","No","No" +1289171,288,8,0,0,0,0,6,12,36,57,29,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2945177,76,8,34,34,85,153,18,63,142,217,44,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1248322,21,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1970078,3,8,0,13,13,27,3,9,14,17,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2941415,322,8,34,282,498,648,111,393,826,1465,88,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2946821,17,8,0,0,0,0,0,1,2,2,3,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1331654,11,8,0,730,1030,1330,86,314,710,1202,275,"No",0,0.86,0.91,7,"No","No","No","Yes","No","Yes" +2009790,20,2,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.27,0,"Yes","No","No","Yes","No","No" +1255082,0,12,0,1,2,2,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +2077466,0,8,1,3,3,3,0,2,3,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1181653,6,4,0,4,4,4,4,7,15,23,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1384887,210,8,1,102,187,397,35,138,383,507,60,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2830302,10,8,5,23,39,55,11,19,27,53,0,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1291322,-6,8,6,26,41,61,14,25,34,46,0,"No",0,0.84,0.68,6,"No","No","No","Yes","No","Yes" +3064487,25,2,96,0,0,48,11,37,79,104,23,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1863959,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1721812,4,2,0,4,4,4,0,2,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3075664,1060,2,546,1725,4085,6454,550,1942,3958,5830,857,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1133791,4,12,0,10,10,10,0,3,8,9,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2858277,162,17,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1529769,1855,12,0,0,0,0,32,130,370,442,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1523145,452,8,0,300,700,1000,126,481,1083,1728,163,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1274152,28,2,0,30,30,30,0,0,0,0,4,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2839223,1,8,6,18,30,42,8,15,30,44,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2218093,71,2,0,0,0,0,0,1,1,3,0,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +2830666,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +2118513,1,8,0,8,12,16,3,6,10,16,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1230326,5,8,0,5,9,17,0,9,13,20,2,"No",0,0.99,0.98,0,"Yes","No","No","No","No","No" +2874433,0,8,0,34,42,45,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","Yes" +2976848,96,4,114,156,305,469,53,200,369,599,54,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1395009,1664,12,1,0,0,0,207,624,1529,2182,160,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1187398,11,9,0,0,0,0,0,0,1,1,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2816484,5,3,1,1,4,7,0,0,2,2,1,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2169702,0,12,0,14,28,42,0,6,7,13,0,"No",0,0.62,0.65,0,"No","No","Yes","Yes","No","Yes" +1612386,0,2,0,8,8,8,0,2,4,5,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +3048449,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1907372,180,8,38,978,1378,1738,272,770,1423,2258,388,"No",60,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1892804,440,8,0,0,0,0,3,3,3,4,1,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +3138409,15,8,0,90,90,90,0,0,0,2,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2876225,17,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2215592,1,9,0,0,1,2,1,1,2,2,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1285429,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1855243,178,2,0,0,0,0,1,2,8,11,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2286573,1919,2,1023,3136,5824,8064,966,2989,5108,7676,1036,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +1447340,84,2,50,70,140,245,23,96,246,346,46,"No",0,0.97,0.96,1,"No","No","No","Yes","No","No" +1463478,5,8,0,100,190,310,9,14,28,28,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","Yes" +3258094,1310,8,35,156,156,288,115,405,945,2365,200,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1247505,-1,8,0,12,24,24,0,5,10,15,1,"No",0,0.98,0.97,1,"No","No","No","Yes","No","Yes" +1573902,613,4,34,1000,2000,3000,288,784,1461,2094,210,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1761286,0,8,0,5,8,10,3,4,9,10,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1899323,537,4,5,0,0,0,14,50,232,248,34,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1498935,36,8,4,39,74,115,22,43,81,124,18,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3014860,303,8,13,155,155,419,58,203,399,644,144,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1478382,1062,NA,0,0,0,0,2,2,3,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1442067,5,9,0,0,5,5,1,5,8,11,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2994116,4744,2,0,504,2016,4032,563,1780,3250,5454,326,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2145960,22,4,0,43,43,86,10,25,53,91,23,"No",0,0.39,0.46,0,"No","No","No","Yes","No","Yes" +2283923,1984,12,0,0,0,0,139,380,1068,2015,275,"No",0,-99,0.25,14,"No","No","No","No","No","No" +3054013,8,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2076504,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1164158,0,2,0,4,7,7,0,0,3,3,0,"No",4,0.8,0.66,0,"Yes","No","Yes","Yes","No","Yes" +1711620,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1733579,8,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2150971,0,8,0,86,138,209,34,92,152,212,28,"No",6,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1744283,3,8,0,5,10,15,3,8,8,12,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1910715,44,8,1,125,239,380,44,114,265,303,33,"No",6,0.68,0.69,0,"No","No","No","Yes","No","No" +1218384,19,2,9,27,63,93,12,34,66,101,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2051748,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","No" +2268340,5,3,0,0,0,0,4,9,13,16,3,"No",0,0.75,0.65,0,"No","No","No","Yes","No","No" +2945734,0,4,0,7,10,13,3,5,5,5,1,"No",3,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +1796248,150,8,9,18,18,18,23,73,134,210,40,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1383712,2826,2,1829,4960,9760,14400,1311,3431,6895,9625,1065,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2219347,3,8,14,1,13,21,6,14,19,20,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1760712,101,2,36,140,290,380,61,156,281,482,51,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1793173,17,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3015104,931,8,0,64,98,286,85,229,416,530,69,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +3081440,4,8,0,9,16,28,9,18,25,34,0,"No",0,0.12,0.1,0,"No","No","No","Yes","No","No" +2042115,401,NA,0,0,0,0,0,5,7,8,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1376551,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2187736,6,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2185712,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1871420,11,8,12,60,120,168,17,50,116,172,15,"No",0,0.96,0.96,0,"Yes","No","No","No","No","No" +1763216,1676,8,64,0,2000,2000,214,729,1544,2464,278,"No",0,0.24,0.38,0,"No","No","No","Yes","No","No" +1793651,17,9,0,0,0,0,1,1,1,1,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1144886,-98,8,1,170,170,170,1,100,122,173,3,"No",0,0.84,0.71,98,"No","No","No","Yes","No","Yes" +1685504,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1364501,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3269099,1620,12,16,0,684,1329,43,211,1592,2395,366,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1806723,8,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3002486,39,12,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1585929,16,4,0,0,0,5,2,5,11,13,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1798030,6,8,0,153,153,153,1,2,7,10,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1251435,2,4,0,160,160,160,2,3,3,3,23,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1695391,5,2,0,12,32,42,3,9,15,15,2,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","Yes" +2137556,20,12,0,0,9,21,3,8,10,14,0,"No",0,0.92,0.93,0,"No","No","Yes","Yes","No","No" +3012810,47,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.72,0,"No","No","No","Yes","No","No" +3101862,1,2,0,10,20,30,1,5,9,15,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1475905,0,8,0,5,7,9,2,4,5,6,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1190575,6920,NA,0,0,0,0,15,95,200,345,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2227555,45,2,98,80,180,300,8,29,31,31,71,"No",0,0.12,0.05,0,"Yes","No","No","Yes","No","No" +2920161,3,8,3,0,0,1,1,2,2,2,3,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2837709,152,8,13,336,486,736,73,237,502,714,76,"No",14,0.33,0.32,0,"No","No","No","Yes","No","No" +2975499,29,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1215772,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1657186,8,8,0,24,36,48,17,34,47,86,4,"No",0,0.5,0.35,1,"No","No","No","Yes","No","Yes" +3035010,503,9,134,294,630,1092,171,577,1056,1633,377,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1212355,10,9,0,0,0,0,0,1,1,3,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3010295,45,2,0,0,0,18,5,13,25,40,4,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1207085,60,9,0,0,0,0,1,1,2,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1793977,744,8,0,0,0,0,0,1,3,7,1,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2137749,11,2,0,0,0,0,1,1,1,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1763682,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3262093,66,NA,1,0,0,0,6,26,61,95,75,"No",0,-99,-99,0,"No","No","No","No","No","No" +2842615,1730,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1970112,14,9,0,0,0,0,0,1,1,1,1,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +1253392,30,2,0,0,0,0,1,6,9,13,0,"No",0,0.8,0.66,0,"Yes","No","No","Yes","No","No" +1318320,1,8,0,28,35,56,6,16,26,38,3,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1591577,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1424437,1,4,6,2,2,2,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3281153,46,8,0,0,0,14,6,22,42,64,4,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1707143,0,2,0,322,322,322,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1783441,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1277764,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1707471,43,8,0,135,135,135,1,1,1,1,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2043824,1,2,0,0,1,1,0,0,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2314235,7,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3001121,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2297462,0,12,0,8,11,14,0,2,4,10,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2238578,4,8,0,145,264,332,15,66,152,238,33,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","Yes" +2095683,121,8,0,0,0,0,4,19,26,44,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3005181,14,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1483791,0,12,0,8,11,17,1,3,10,13,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2250984,7,12,0,0,0,0,0,0,0,0,6,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1526173,193,52,0,0,0,0,0,0,3,9,1,"No",0,0.82,0.78,0,"Yes","No","No","No","No","No" +2208306,31,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1603949,614,2,2,0,0,0,9,47,106,381,73,"No",0,0.81,0.8,0,"Yes","No","No","Yes","No","No" +2887127,1816,4,610,3820,6070,8930,1448,4772,8655,13072,892,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3228419,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.5,0,"No","No","No","Yes","No","No" +3005395,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2854537,111,2,0,0,0,24,12,33,90,132,7,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1991142,4,8,0,0,0,0,0,1,3,3,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1925283,0,8,0,13,15,18,1,6,6,13,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1312990,9,16,0,54,76,106,8,34,59,82,17,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1536563,7,2,3,12,27,39,2,13,23,38,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1403648,0,NA,0,0,38,54,81,90,90,92,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1633915,21,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.86,0,"Yes","No","No","Yes","No","No" +2066332,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1281760,4,2,0,8,18,26,2,5,11,18,1,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +1744454,49,2,0,0,0,0,0,1,2,3,1,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1259056,1,9,1,4,6,7,3,7,7,14,1,"No",0,0.91,0.74,0,"No","No","No","Yes","No","Yes" +1321278,83,8,0,0,5,20,3,27,44,78,6,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2309477,6,12,0,11,26,38,3,14,30,37,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2932444,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1494271,27,8,0,10,40,76,7,19,45,68,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2262406,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1837651,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1772964,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3084324,561,52,0,0,0,0,1,6,17,31,1,"No",0,0.87,0.92,0,"Yes","No","No","Yes","No","No" +2992331,6,12,0,0,0,0,1,1,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3278003,51,2,0,0,0,0,0,3,3,3,2,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1453130,309,2,0,0,0,0,2,6,6,6,57,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1802960,6,2,0,2,2,2,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +1950995,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1808838,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1786885,72,8,0,54,106,106,11,37,77,120,22,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3106500,36,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2915804,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1263206,0,9,82,0,0,0,0,0,25,25,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2950071,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3247272,11,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3012398,0,2,24,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1631847,95,8,0,66,183,280,27,103,223,335,24,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1507240,41,9,74,14,28,72,33,99,166,223,28,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1215580,5,3,0,0,0,0,0,0,0,3,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +2847795,6,10,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1294027,1,12,0,18,18,18,1,2,8,15,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1850720,0,12,0,2,2,3,2,2,3,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +1615136,-101,8,0,317,317,317,0,0,0,0,2,"No",0,1,0.33,101,"No","No","No","Yes","No","Yes" +3277107,55,10,5,96,160,224,24,84,139,206,39,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1552583,0,2,0,42,68,85,1,1,2,2,0,"No",0,0.78,0.89,1,"No","No","No","Yes","No","Yes" +2159717,41,4,44,5,27,37,7,19,56,98,25,"No",0,0.73,0.78,2,"No","No","No","Yes","No","No" +2130889,0,8,0,7,7,7,1,2,4,5,0,"No",0,0.5,0.37,0,"No","No","No","Yes","No","Yes" +1423713,177,8,0,0,464,464,62,120,204,301,22,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +2066612,9,9,0,8,16,32,2,12,24,46,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2081192,13,8,0,20,40,80,8,23,47,62,3,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1992196,2057,NA,1453,0,0,0,3479,8462,14768,24276,1777,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3095013,20,8,3,111,225,337,24,65,126,177,40,"No",15,0.88,0.9,0,"No","No","No","Yes","No","No" +1941006,37,8,0,0,0,0,0,0,0,20,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1965425,2,2,0,0,0,0,0,0,0,0,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +3073768,0,12,0,1,1,1,0,0,0,0,0,"No",1,0.5,0.28,0,"No","No","No","Yes","No","No" +1755818,0,2,0,4,7,8,0,0,0,0,0,"No",2,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +1639214,60,4,40,0,0,0,15,22,80,100,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1278999,243,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1356148,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2309652,134,2,0,0,0,0,0,3,34,38,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1429953,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1189943,547,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1361902,7,2,0,19,31,47,13,31,50,71,6,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1986841,3,10,0,0,1,3,0,1,1,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1475201,1069,4,264,6468,10362,15840,2442,7755,13562,17343,1391,"No",990,0.7,0.64,1,"No","No","No","No","No","No" +1731996,0,8,0,7,9,12,3,7,13,21,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +1310805,306,8,4,0,0,0,9,27,55,108,41,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1887238,35,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1141235,0,8,0,1,1,1,0,1,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1818366,10,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1964428,120,8,0,27,27,27,7,36,76,110,18,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +1660645,0,8,0,8,11,15,4,8,9,17,0,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +2138204,171,8,57,180,458,778,72,268,559,831,79,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2029246,39,2,0,8,40,80,6,36,86,118,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +3126859,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1620707,3120,8,0,0,696,1392,78,679,2113,3937,284,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2937094,-1,0,0,489,549,549,24,85,162,237,39,"No",0,0,0,1,"No","No","Yes","Yes","No","Yes" +3044351,12,8,0,0,0,10,1,2,10,14,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3235390,334,8,0,0,0,0,4,5,17,26,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1400914,37,8,0,21,45,69,6,20,56,81,19,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1663798,374,8,0,0,0,0,2,12,26,43,5,"No",0,0.5,0.49,0,"No","No","No","Yes","No","No" +1959247,10,9,0,10,10,10,3,4,14,16,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2229154,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3247362,1470,8,106,513,1485,2079,309,1139,2391,3765,207,"No",0,0.61,0.6,0,"No","No","Yes","Yes","No","No" +1775186,4,8,0,0,0,0,0,0,4,7,0,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +1210064,41,2,20,288,638,1021,109,304,556,667,0,"No",0,1,0.68,0,"No","No","No","Yes","No","Yes" +1284763,106,2,0,0,0,0,16,64,126,169,35,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +1197406,8,8,0,0,0,0,0,2,2,2,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3204169,19,12,0,6,24,45,1,8,14,19,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +1751918,2,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1698619,7,4,0,0,0,0,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3050421,6,8,0,0,0,0,0,3,5,7,0,"No",0,0.82,0.84,0,"No","No","Yes","Yes","No","No" +3195236,177,2,0,0,0,0,4,11,22,29,0,"No",0,0,0.04,0,"No","No","No","Yes","No","No" +1879743,5,2,5,55,55,55,0,0,0,0,1,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +3005445,23,8,0,0,0,6,1,9,18,25,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3228127,8,2,0,0,0,0,1,4,5,5,0,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1765408,267,9,0,0,0,0,0,0,3,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1504409,16,9,0,0,0,12,2,15,31,50,10,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2071606,32,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1689965,0,12,0,5,5,6,0,3,5,5,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1733724,35,2,0,0,0,0,1,3,4,5,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2089454,28,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1428840,-12,8,0,259,397,507,39,149,302,516,40,"No",44,0.61,0.61,31,"No","No","No","Yes","No","Yes" +1791901,7,12,5,8,8,8,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1248880,7,8,0,15,24,33,10,17,35,52,0,"No",0,0.71,0.72,0,"No","No","No","Yes","No","Yes" +2212447,0,2,0,111,111,111,1,4,6,16,23,"No",0,0.12,0.05,1,"Yes","No","Yes","Yes","No","Yes" +3118601,0,4,0,8,8,8,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1700921,0,2,0,2,2,2,0,0,0,0,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +3172821,878,2,352,2120,3800,5620,723,1964,3187,4570,636,"No",0,1,1,1,"No","No","No","Yes","No","No" +1382839,3,8,0,46,81,121,19,45,89,122,0,"No",5,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1239749,12,8,0,0,5,15,2,4,11,20,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1705737,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1387942,47,8,1,36,36,72,7,21,54,74,14,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +2010557,2,NA,0,0,0,0,1,1,1,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2170259,13,2,0,0,0,0,0,0,5,6,0,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","No" +1169388,-2,12,0,52,52,52,4,18,39,66,1,"No",0,0.47,0.39,2,"No","No","No","Yes","No","Yes" +1567396,1,2,0,0,0,0,1,1,1,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +2907926,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2945146,36,8,0,0,0,0,5,5,9,14,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3044533,135,10,0,108,108,216,6,96,176,283,29,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1958592,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1462787,157,8,109,245,385,525,62,188,308,553,94,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1728915,5,2,0,0,0,0,7,7,7,7,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1937399,202,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1772820,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1308457,0,6,0,12,24,30,2,8,9,18,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +2145189,0,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2952867,3267,8,5,0,0,0,17,67,144,266,47,"No",0,0.53,0.54,0,"No","No","No","Yes","No","No" +1430523,427,8,163,500,1100,1700,182,588,1152,1837,165,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1670399,1,2,0,1,2,2,0,2,2,2,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1641046,1294,12,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1293827,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3199774,13,8,3,4,16,32,3,5,14,26,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1642853,17,8,0,0,0,5,3,6,17,27,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1249473,12,2,0,0,0,0,0,0,2,2,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3020027,133,2,11,79,210,369,37,49,65,73,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1665271,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"No","No","No","Yes","No","Yes" +1974506,1370,4,70,880,1730,2240,155,822,1739,2293,250,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1627940,1,4,0,30,40,40,80,110,120,160,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2870594,8,2,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3114860,9575,12,2182,35000,61250,90000,9846,26860,47438,66409,7765,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2871568,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1199169,0,8,0,840,1200,1200,0,0,0,0,60,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +2911922,201,NA,0,0,0,0,1,7,13,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1189207,4,2,0,55,125,160,12,40,60,63,0,"No",0,0.31,0.34,0,"No","No","No","Yes","No","Yes" +1647484,298,8,89,100,300,500,53,160,331,581,81,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1704835,1,9,1,27,41,55,2,15,31,50,2,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1224737,3,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1899513,1,8,0,7,10,10,1,6,9,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2910349,4,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1259865,11,13,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +1370085,0,2,0,34,52,52,0,0,0,0,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","Yes" +3075367,391,8,459,394,694,1194,216,612,1279,2045,135,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1393520,102,4,14,109,222,325,32,116,218,307,42,"No",2,0.79,0.66,0,"No","No","No","Yes","No","No" +2135675,389,2,0,1000,1000,1000,39,128,210,353,51,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1920582,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +2119377,3439,NA,2152,0,0,0,1050,3732,6407,10078,1845,"No",0,-99,-99,0,"No","No","No","No","No","No" +2279594,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.08,0,"No","No","No","Yes","No","No" +1744182,1,8,0,8,8,8,1,2,7,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1125285,2,2,0,0,0,0,1,3,6,6,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","Yes" +1544232,1921,NA,0,680,1891,2410,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1737929,1,2,0,4,4,4,0,0,0,0,0,"No",1,0.68,0.64,0,"No","No","No","Yes","No","No" +2015966,41,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1917104,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1123890,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.91,0,"Yes","No","No","Yes","No","No" +1966136,-2,8,0,20,31,44,11,31,52,56,0,"No",0,0.96,0.96,2,"No","No","No","Yes","No","Yes" +1441901,28,8,0,0,0,0,4,11,18,32,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1893601,10,12,0,3,3,3,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2121324,21716,8,80,5048,10460,13904,116,395,1024,3140,124,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1562141,0,2,3,6,6,6,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","Yes" +1602710,1,2,0,2,3,4,0,1,2,2,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +2164559,3,12,0,14,20,32,3,23,36,51,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +1657488,63,8,0,0,0,0,0,0,1,2,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1352065,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1825349,6,2,0,18,33,48,7,20,41,54,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2186809,5,8,0,14,21,28,4,7,8,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2064027,24,8,0,0,0,0,2,2,2,2,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1519739,10,8,0,82,154,262,14,42,65,106,13,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1637576,34,12,0,9,27,54,8,24,49,82,12,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3187080,18,2,0,0,0,0,2,3,4,4,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1461117,0,10,0,4,4,4,0,0,0,0,0,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1200466,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2098450,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2088163,0,12,0,30,30,30,0,0,0,2,3,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1886637,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1536236,-28,8,12,1400,2200,2800,474,904,1381,2110,221,"No",0,0.09,0.09,45,"No","No","Yes","Yes","No","Yes" +1887552,0,8,0,8,11,14,0,1,8,8,0,"No",0,0.45,0.45,0,"Yes","No","No","Yes","No","No" +1255149,4,8,0,0,3,6,0,4,7,10,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","Yes" +1417856,2,13,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2105394,6,2,0,5,10,15,1,5,8,13,0,"No",0,0.13,0.17,0,"No","No","No","Yes","No","No" +1225581,4,8,0,16,24,24,10,14,23,43,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1247824,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1274787,0,2,0,545,1006,1499,6,9,9,9,47,"No",0,0.64,0.69,0,"No","No","No","Yes","No","Yes" +1503160,2,2,0,0,0,0,20,21,39,39,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +1249388,2722,6,151,5776,9232,11695,5509,5562,5587,5587,951,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3272551,233,12,0,0,0,0,1,1,2,3,4,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +3194160,389,4,0,2142,3057,3702,321,876,1527,2233,19,"No",63,0.73,0.78,0,"No","No","No","Yes","No","No" +2918466,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1601418,389,2,224,308,462,616,188,418,651,904,128,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +1821837,32,8,0,9,36,63,4,18,52,93,19,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1396558,22,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1434666,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2999501,5,8,0,6,9,15,2,4,8,10,7,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2208076,7,2,0,0,0,25,0,2,2,4,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1474346,0,0,0,14,14,14,0,1,5,7,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +3004490,101,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1198998,0,12,0,7,10,13,0,3,6,6,0,"No",0,0.77,0.78,0,"Yes","No","No","No","No","Yes" +3021910,329,2,151,780,1530,2370,267,783,1412,2004,222,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1884990,1,10,0,1,3,4,1,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1778048,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1830135,2,8,1,26,38,50,6,19,33,62,10,"No",0,0.23,0.43,0,"No","No","No","Yes","No","Yes" +1609535,18,8,0,0,0,0,5,6,7,11,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1185957,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.16,0,"No","No","No","Yes","No","No" +2855984,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2223567,67,8,0,0,0,0,1,2,2,3,1,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +1830911,78,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3017658,11,2,0,0,0,0,0,1,1,2,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1212816,560,8,0,0,0,0,1,1,4,5,0,"No",0,0.89,0.54,0,"No","No","No","Yes","No","No" +1180702,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1768524,20,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1193029,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1331717,3,2,10,90,165,240,37,91,145,196,43,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1344021,1,8,0,6,10,16,2,7,10,13,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2012841,480,8,0,0,0,0,0,0,15,20,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1166270,951,4,18,0,0,2000,62,217,470,680,80,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2852136,5,12,0,0,1,1,0,1,3,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1419418,3,8,0,48,72,96,13,27,57,87,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","Yes" +3232857,31,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1531241,5,8,0,0,0,0,1,1,1,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3275661,104,9,15,96,192,288,35,95,205,298,40,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1671500,982,8,0,0,0,0,0,0,0,1,2,"No",0,0.33,0.39,0,"No","No","No","Yes","No","No" +3267583,25,52,0,0,0,0,0,1,4,6,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1686052,19,9,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1675179,154,0,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","No","No","No","No" +3143501,87,NA,38,0,0,0,20,83,216,256,24,"No",0,-99,-99,0,"No","No","No","No","No","No" +2307054,20,8,0,0,0,0,0,0,0,0,1,"No",0,0.36,0.52,0,"Yes","No","No","Yes","No","No" +1629785,46,14,2,0,0,0,3,9,17,31,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2944687,67,8,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +3044292,386,8,9,300,600,900,84,270,593,962,93,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1707127,24,3,0,20,40,80,9,27,64,77,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1685040,8,8,0,0,0,0,2,2,3,3,2,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2021141,3102,8,978,8991,15777,22581,611,1861,3535,5942,673,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1212465,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.48,0.53,0,"Yes","No","No","Yes","No","No" +1665971,17,8,0,0,15,30,2,9,20,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1509012,299,8,293,700,1400,2000,254,625,1309,2292,191,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +1893301,117,8,0,0,0,0,0,2,5,7,9,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3010306,81,NA,0,0,0,0,43,92,182,278,31,"No",0,-99,-99,0,"No","No","No","No","No","No" +3060762,11,8,0,21,41,51,4,17,31,47,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1967912,21,8,1,46,82,130,4,20,44,68,6,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1666739,0,12,0,4,6,8,1,3,5,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3193042,12,9,11,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1180671,156,2,0,0,0,100,17,48,131,172,10,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1772208,3,NA,0,0,0,0,0,1,1,5,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2070003,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3264780,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +2280505,548,2,6,500,1000,2000,211,670,1520,2123,143,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2270827,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1923110,5,2,0,0,2,2,0,0,0,0,1,"No",0,0.49,0.62,0,"Yes","No","No","Yes","No","Yes" +3157359,34,8,0,15,15,15,0,5,11,18,3,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +1120985,646,4,0,619,1218,2132,199,776,1482,2252,485,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2294130,34,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.82,0,"No","No","No","Yes","No","No" +2182950,22,13,0,0,0,0,1,6,14,26,5,"No",0,0.8,0.74,0,"No","No","No","Yes","No","No" +1541496,29,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1582749,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","No","Yes","No","No" +1744750,0,8,0,21,29,37,4,11,21,32,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +1870069,44,2,0,0,45,90,8,22,44,49,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2978700,1,9,0,0,0,0,0,0,0,1,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1676405,50,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1247868,1,2,1,3,7,11,1,2,3,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1594501,36,8,0,0,0,0,2,2,5,8,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1152314,1211,3,0,0,0,0,0,1,4,4,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2207404,0,8,0,87,135,183,14,36,85,142,13,"No",5,0.76,0.84,1,"No","No","No","Yes","No","Yes" +1125547,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2307651,2,2,0,1,3,4,1,2,2,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1399791,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1172147,16,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2012765,6,8,2,14,28,38,3,13,30,37,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3092275,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +1865423,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1179923,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1962483,532,2,0,0,0,0,0,0,0,0,1,"No",0,0.12,0.06,0,"No","No","No","Yes","No","No" +1148245,1814,8,1540,936,2496,3744,739,2081,4035,6353,949,"No",0,0.84,0.94,0,"No","No","Yes","Yes","No","No" +2056408,120,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3155724,73,10,17,0,33,77,9,28,67,117,20,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1606131,2,4,0,15,21,26,12,37,59,88,8,"No",0,0.79,0.66,1,"No","No","No","Yes","No","Yes" +1972660,31607,12,0,0,0,0,19,1243,1791,1838,66,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","No" +2284578,313,8,9,0,0,0,13,41,80,115,21,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1462786,184,15,0,0,0,0,5,15,29,43,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1644750,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1781217,32,8,0,1,9,19,6,22,52,85,6,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +2877271,3,8,0,55,74,107,7,40,63,100,0,"No",3,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1206946,2,9,0,1,3,5,0,2,2,5,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","Yes" +3189724,32,8,0,0,0,0,0,3,13,22,11,"No",0,0.93,0.91,0,"Yes","No","No","Yes","No","No" +1750568,586,14,78,176,640,808,106,338,674,1113,105,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1433155,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2804327,4,8,0,20,20,20,0,0,1,1,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2149443,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1388502,3,4,0,0,52,52,0,1,1,3,0,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +2864402,6,8,0,30,42,54,4,20,38,42,2,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3073188,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2212913,45,12,1,60,100,140,13,39,70,125,18,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1510376,45,12,0,0,0,0,0,0,0,1,1,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +1668268,17,8,0,0,0,0,1,1,3,3,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +3111278,219,13,0,0,0,0,0,1,4,7,1,"No",0,0.42,0.64,0,"Yes","No","No","Yes","No","No" +3036623,168,8,37,766,1186,1507,227,612,1219,2016,126,"No",49,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1855489,96,2,0,0,0,0,0,0,48,48,0,"No",0,0.44,0.44,0,"Yes","No","Yes","Yes","No","No" +2883393,186,8,4,12,12,22,16,44,92,160,42,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2876133,21,2,0,0,0,0,0,2,3,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2984112,3,2,0,0,3,3,0,0,2,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1657323,2,12,0,42,72,102,14,35,55,77,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1341965,14,8,1,0,21,21,4,10,19,30,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1945773,36,2,0,0,0,0,1,2,2,2,1,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","No" +1448441,0,8,0,5,6,6,0,0,0,3,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1513633,11,8,0,0,0,8,0,1,5,11,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3160784,1,8,2,3,6,9,1,4,6,8,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1712917,9,8,0,0,0,0,0,0,1,1,0,"No",0,0.28,0.28,0,"No","No","No","Yes","No","No" +2886771,0,9,0,3,3,3,0,0,0,0,0,"No",0,0.54,0.48,0,"No","No","Yes","Yes","No","No" +1898456,0,2,0,1409,2269,3069,0,0,0,0,69,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1366049,106,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2271066,38,4,1,0,0,0,0,0,0,0,2,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2931638,14,8,0,0,0,0,0,2,3,4,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2924846,15,2,0,20,20,20,0,0,0,0,0,"No",0,0.59,0.73,0,"Yes","No","No","Yes","No","No" +2058677,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1746592,11,9,6,0,0,0,21,34,34,34,4,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1782343,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1361178,1378,8,9,0,0,0,6,35,64,119,22,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2880327,100,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1633292,1,12,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2968926,6,NA,2,0,0,0,0,0,0,3,4,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2225067,8,10,0,0,0,0,0,1,2,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2304755,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1574753,1,9,0,2,3,5,1,1,2,5,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2845212,525,8,11,0,0,0,69,155,204,278,188,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1828010,11,8,0,100,100,100,8,26,47,68,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1840523,9,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1435101,0,9,0,2,3,4,0,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1131588,1246,8,163,0,480,960,105,271,741,1636,321,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1568109,13,12,13,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1111903,28,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1655881,38,12,0,12,12,24,1,17,36,57,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1865325,7,12,0,0,0,0,0,0,0,0,0,"No",0,0,0.31,0,"Yes","No","No","Yes","No","No" +1214725,0,2,0,18,18,24,0,0,0,0,1,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +1310318,231,2,114,300,600,960,111,310,596,837,106,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1992235,1,12,0,11,18,25,4,11,16,21,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1304711,74,8,6,0,24,48,7,18,57,91,21,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1311218,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1359138,15,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1899695,5,2,0,50,50,50,4,19,38,46,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2956061,0,8,0,2,3,4,1,3,3,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1735923,4,8,0,0,0,0,0,0,2,5,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1815903,49,8,0,0,0,0,1,2,8,16,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1316872,3334,NA,0,2969,6863,10241,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3054139,11,8,0,0,5,10,4,15,25,39,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1976938,1,9,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1241864,181,2,5,154,330,528,69,228,494,684,82,"No",0,0.9,0.9,0,"No","No","Yes","Yes","No","No" +1752013,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1680717,21,8,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2229281,191,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1546146,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1471956,1559,8,232,2070,4380,6270,669,1678,3637,5626,657,"No",0,0.97,0.98,100,"No","No","No","Yes","No","No" +1581377,944,NA,0,0,0,0,5,12,25,40,14,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1349765,13,4,0,27,49,71,6,28,51,84,8,"No",1,0.79,0.66,1,"No","No","No","Yes","No","Yes" +3135020,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3144526,41,8,0,0,0,0,0,1,1,1,2,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1436788,7,12,0,0,0,0,1,2,3,3,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3257989,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1879705,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1597813,15,8,0,4,12,24,3,14,32,32,0,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","No" +2200398,3,12,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1117085,261,NA,0,0,0,0,3,6,11,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2896651,58,8,0,0,0,0,0,3,7,13,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1811414,1,NA,0,0,0,0,11,20,20,20,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2313545,86,2,142,240,480,780,73,259,460,657,83,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1780664,2657,8,0,0,0,0,202,578,1025,1449,101,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +1251163,0,8,0,20,27,34,2,8,15,28,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +2227325,6,8,0,8,15,22,2,8,18,34,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1318073,59,4,20,12,30,42,4,18,47,83,11,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1218904,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +2089173,8,2,0,0,0,4,2,4,7,13,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2237161,249,12,0,0,0,0,0,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2976032,15,2,0,2,21,45,8,30,63,82,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3257132,15,2,0,0,0,0,0,0,2,2,2,"No",0,0.46,0.65,0,"No","No","No","Yes","No","No" +1509109,117,8,0,0,4,4,13,33,87,118,48,"No",0,0.87,0.67,0,"No","No","Yes","Yes","No","No" +2018701,48,8,0,0,0,0,3,9,22,34,2,"No",0,0.37,0.29,0,"No","No","No","Yes","No","No" +3189621,77,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1666700,1,2,0,0,0,0,1,1,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3075808,26,2,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1346042,1,8,0,13,19,25,3,9,11,15,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1224759,3,8,0,0,0,0,5,7,15,27,0,"No",0,0.88,0.88,0,"No","No","No","Yes","No","Yes" +2946378,6,8,0,0,0,0,0,0,0,1,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1156783,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2257829,8771,12,20,0,0,0,196,615,1744,2841,544,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1130093,5,8,0,0,0,1,0,1,1,2,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2075857,20,2,0,0,0,0,1,2,2,3,0,"No",0,0.5,0.52,0,"Yes","No","Yes","Yes","No","No" +2063819,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1402828,18,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2011448,0,8,0,3,5,6,0,1,3,3,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +1251385,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1911036,52,8,2,99,174,271,35,103,192,277,21,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2108447,3,2,1,1,3,3,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1948158,10,8,0,0,0,6,7,13,20,45,1,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1955753,-3,8,0,22,44,44,5,14,40,57,6,"No",0,0.37,0.54,3,"No","No","No","Yes","No","Yes" +3072850,2,8,0,0,0,1,0,0,1,3,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1539142,145,8,34,160,328,496,50,153,278,435,77,"No",0,0.92,0.84,0,"No","No","No","Yes","No","No" +1910634,152,8,0,0,0,150,20,51,110,188,24,"No",0,0.44,0.23,0,"No","No","Yes","Yes","No","Yes" +3213103,0,2,0,12,12,12,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +2934883,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2288988,4,2,0,24,24,48,11,20,38,45,0,"No",0,0.8,0.75,0,"No","No","No","Yes","No","Yes" +3063816,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.54,0,"No","No","No","Yes","No","No" +2247360,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3233074,68,8,3,43,85,169,25,49,118,164,28,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1379203,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2158685,13,9,0,0,0,0,0,0,1,2,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +2957122,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1730813,17,8,0,0,0,0,1,2,3,4,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1164055,3,2,0,2,3,3,0,0,0,0,2,"No",0,0.2,0.33,0,"Yes","No","No","Yes","No","No" +3182575,7,2,0,0,0,0,0,4,7,7,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1195880,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3206855,2,2,0,0,1,2,0,0,2,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1212077,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.8,0,"No","No","No","Yes","No","No" +1753566,203,12,85,508,980,1492,175,563,1088,1563,11,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1477336,41,4,0,0,0,0,8,17,38,53,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2876097,46,8,8,30,66,102,11,37,76,107,13,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1734324,89,2,49,150,300,450,90,196,300,420,49,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1716546,5,8,6,172,274,363,36,124,239,378,30,"No",0,0.37,0.54,5,"No","No","No","Yes","No","Yes" +1309045,512,12,0,0,75,205,76,446,1032,1501,63,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +1754996,458,52,0,0,0,0,7,39,66,98,16,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1389192,27,3,0,54,108,162,27,74,115,166,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +3124085,0,2,0,5,7,10,0,2,4,4,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2958070,79,8,0,0,0,0,3,3,15,18,10,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2112139,32,2,20,0,60,120,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1913819,11,2,0,0,0,0,1,3,3,3,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1121307,9,2,0,0,0,0,1,1,4,4,1,"No",0,0.63,0.64,0,"No","No","No","Yes","No","No" +1257626,7,12,3,6,10,19,1,7,12,19,5,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1999386,823,2,0,0,0,0,1,35,40,168,1,"No",0,0.57,0.74,0,"No","No","No","Yes","No","No" +1339376,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","Yes" +1671295,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2915759,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3148597,1,9,1,1,3,4,0,1,3,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3190738,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2135552,14,8,0,8,8,8,6,9,14,32,4,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2900467,311,8,137,100,300,500,58,250,554,823,88,"No",0,1,1,0,"No","No","No","Yes","No","No" +1777058,6,17,4,6,6,6,0,4,12,15,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1998723,0,2,0,40,40,40,1,1,1,1,3,"No",0,0.27,0.12,0,"Yes","No","Yes","Yes","No","Yes" +1485514,45,8,59,26,76,134,22,88,151,203,18,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1436532,0,NA,0,16,21,21,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +2973974,5,2,0,0,0,0,0,1,1,1,1,"No",0,0.39,0.43,0,"Yes","No","No","Yes","No","No" +1376733,51,8,13,68,133,198,27,88,149,209,14,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2282448,127,2,0,0,0,0,0,3,9,15,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2157188,33,12,1,0,0,0,1,3,8,20,2,"No",0,0.68,0.7,0,"No","No","No","Yes","No","No" +1807145,6,12,58,42,82,102,17,72,149,208,37,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2927353,1,8,0,10,10,10,1,3,6,6,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1707123,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1819073,97,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3192598,6,12,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2917208,40,2,93,540,880,1220,189,342,350,350,130,"No",60,0.6,0.66,0,"No","No","No","Yes","No","Yes" +2930637,56,9,0,0,0,0,0,0,0,2,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3220829,45,2,0,32,64,96,11,60,125,229,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1946308,33,2,0,0,0,0,0,0,1,8,1,"No",0,0.51,0.51,0,"Yes","No","No","Yes","No","No" +3110242,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1701272,12,12,9,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3109857,801,12,0,0,0,0,9,24,61,97,25,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +1794522,253,12,57,857,1667,2597,288,962,1894,2728,295,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2896500,0,NA,0,11,13,13,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1211796,8,8,0,0,0,0,0,0,0,2,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2134313,26,2,0,18,54,90,4,15,38,67,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2308213,9,2,0,9,18,30,4,9,25,30,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1802486,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2927269,68,12,0,0,10,20,2,15,35,49,8,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1575393,12,8,0,0,0,4,0,4,7,9,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1474105,359,8,0,0,0,0,1,21,39,67,6,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +2971462,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3035542,7,16,0,7,13,19,0,3,6,14,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1585679,254,2,0,0,0,0,0,3,9,22,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1287345,257,12,3,0,0,0,12,39,105,141,20,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +2063256,37,12,0,0,0,0,0,0,1,1,2,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3213916,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2173639,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +3167969,90,8,22,0,70,70,10,38,83,117,34,"No",0,1,1,0,"No","No","No","Yes","No","No" +2952026,16,12,0,12,24,36,5,9,24,37,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1360799,0,2,0,26,26,26,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +1229241,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1286151,1511,8,738,2490,4362,5910,506,1615,3196,5085,417,"No",114,0.74,0.83,0,"No","No","No","Yes","No","No" +1470355,1112,2,600,3000,5400,6000,299,1182,3518,7662,2374,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1471116,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +3158437,0,12,0,4,6,8,1,4,5,7,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1723927,4,2,1,3,9,14,1,5,8,14,1,"No",1,0.1,0.17,0,"No","No","No","Yes","No","Yes" +1744168,20,2,0,0,0,25,1,6,10,20,2,"No",0,0.48,0.32,0,"No","No","No","Yes","No","No" +1989481,9,2,0,0,0,1,1,4,5,11,0,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1424848,54,8,0,0,0,0,3,12,42,133,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1449029,20,9,0,0,0,0,0,1,7,20,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2885408,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3194041,2,2,10,0,0,10,3,8,13,16,1,"No",10,0.83,0.79,0,"Yes","No","No","Yes","No","No" +2011303,15,8,0,0,0,0,1,3,10,23,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2972440,63,8,1,0,0,12,10,15,32,62,70,"No",0,0.95,0.93,0,"No","No","Yes","Yes","No","No" +1871778,215,2,168,140,280,560,53,187,341,462,63,"No",0,1,0.78,0,"No","No","Yes","Yes","No","No" +2269137,18,2,0,100,100,100,16,38,70,136,66,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3117663,30,4,0,0,0,0,0,0,0,0,1,"No",0,0.75,0.72,0,"Yes","No","No","Yes","No","No" +2871696,30,8,26,39,48,66,5,48,75,107,21,"No",0,0.89,0.92,0,"No","No","Yes","Yes","No","No" +1437999,12,8,0,16,32,48,5,24,39,60,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +1272011,0,5,0,16,16,16,0,0,0,0,0,"No",0,0.64,0.67,0,"Yes","No","Yes","Yes","No","Yes" +1284728,43,2,0,0,36,36,2,10,23,29,3,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1177497,239,8,0,0,0,0,6,7,7,15,2,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1277969,248,12,0,0,0,0,0,3,3,3,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2169674,250,12,0,0,0,0,10,35,72,156,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1487026,493,8,12,0,240,480,66,223,451,747,98,"No",0,1,0.88,0,"No","No","Yes","Yes","No","No" +1252580,-1,8,1,10,12,12,2,5,5,14,0,"No",0,0.7,0.75,1,"No","No","No","Yes","No","Yes" +3205324,507,12,0,0,0,0,7,15,37,52,31,"No",0,-99,-99,0,"No","No","No","No","No","No" +2852189,6928,9,0,0,0,0,40,120,280,994,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3127914,5,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2964983,1525,8,10,0,0,0,27,164,325,528,71,"No",0,0.59,0.59,0,"No","No","Yes","Yes","No","No" +3271577,541,9,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1558327,0,2,0,26,36,36,0,2,2,2,0,"No",0,0.16,0.5,0,"No","No","No","Yes","No","Yes" +1595417,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1589232,146,8,2,0,100,150,12,75,156,252,29,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1612118,6,8,1,0,1,3,0,3,5,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2258173,73,8,0,0,0,0,0,1,10,12,2,"No",0,0.72,0.67,0,"No","No","Yes","Yes","No","No" +1393256,5,8,4,504,828,1152,131,401,675,879,102,"No",0,0.93,0.94,7,"No","No","No","Yes","No","Yes" +1575494,479,NA,0,0,0,0,4,16,16,18,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1800334,138,8,19,171,331,442,54,175,375,623,42,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1813210,15,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1186004,67,8,0,0,0,0,6,14,21,30,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2182163,3,8,0,0,0,0,1,1,1,2,3,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2033107,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1720712,9,8,0,0,0,0,0,1,1,4,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2204747,9,8,0,5,11,11,0,0,4,14,0,"No",0,0.73,0.86,0,"No","No","Yes","Yes","No","No" +1167615,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3065578,58,8,29,23,46,46,8,36,59,94,17,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1698511,2,8,0,2,5,7,0,3,3,6,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2902382,80,4,41,60,135,195,17,75,157,261,22,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2866824,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1342843,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +2882935,4,9,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1950241,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1789836,3,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1494568,4812,12,804,0,1600,1600,131,732,1639,2292,678,"No",0,0.27,0.12,0,"No","No","No","Yes","No","No" +1895317,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1449787,10,8,0,10,19,28,2,10,21,40,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1814590,0,8,0,2,2,3,0,1,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +3229778,159,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2170656,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.79,0,"Yes","No","No","Yes","No","No" +2161230,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3130661,0,12,0,5,6,6,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +3196063,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1377430,10,8,0,0,0,0,0,1,1,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +3021728,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1334441,62,8,269,677,1228,1801,179,565,994,1567,222,"No",0,0.9,0.84,29,"No","No","No","Yes","No","No" +2269106,34,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2196042,2,8,0,96,96,96,10,25,40,61,6,"No",0,0.66,0.73,0,"No","No","No","Yes","No","Yes" +1542482,908,4,0,0,0,0,32,108,182,293,30,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2234332,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2299047,7,2,0,0,0,10,1,3,7,8,0,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1263668,14,2,0,0,0,0,0,0,1,1,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2310569,25,15,0,11,11,11,3,5,16,28,10,"No",0,0.06,0.08,0,"No","No","No","Yes","No","No" +1795964,22,8,0,0,0,0,2,5,7,20,2,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1352840,0,2,0,4,4,4,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2036965,171,9,0,0,0,0,0,0,29,41,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2316003,489,8,2,108,459,800,58,273,576,899,96,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1853570,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2227994,44,8,1,24,44,67,8,29,52,83,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1531233,13,8,0,0,0,10,2,7,16,26,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1314257,0,2,0,10,20,20,0,0,0,0,0,"No",0,0.89,0.91,0,"No","No","Yes","Yes","No","No" +1416658,56,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1501638,0,4,0,82,82,82,1,1,3,5,1,"No",0,0.68,0.57,1,"No","No","Yes","Yes","No","Yes" +1638917,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1694441,0,8,0,4,4,8,0,2,3,5,0,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","Yes" +1639239,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2887179,7,12,0,1,5,9,1,4,8,14,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2119406,42,2,0,0,0,0,0,0,3,3,2,"No",0,0.5,0.8,0,"No","No","No","Yes","No","No" +1866903,3494,8,0,0,0,560,172,718,1650,3033,273,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1505323,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1504621,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.86,0,"No","No","Yes","Yes","No","No" +3032779,20,8,0,0,0,0,0,6,10,25,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1426184,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1738488,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3280424,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2885439,953,8,3712,3488,6788,10268,1183,3230,5764,8201,944,"No",0,0.53,0.38,9,"No","No","No","Yes","No","No" +1782048,0,12,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2121252,641,2,424,996,2004,3216,460,1507,3612,4445,487,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2846683,170,4,42,8,48,72,17,54,110,179,61,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3043598,442,10,10,0,0,0,11,55,146,213,29,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +2215574,8,8,0,0,0,2,0,4,7,10,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1791494,182,4,50,50,100,250,54,150,307,376,51,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1469412,377,8,273,90,270,450,96,313,573,852,107,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1726357,371,8,30,1404,2940,3708,488,1202,2229,3300,152,"No",0,0.5,0.35,0,"No","No","No","Yes","No","No" +1400802,384,2,4,0,90,180,30,53,74,93,27,"No",0,0.91,0.8,0,"No","No","No","Yes","No","No" +1566932,10,8,0,7,21,35,6,10,22,35,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +3232524,14,2,0,0,0,0,1,1,3,4,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2896542,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3174620,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2847218,4,2,0,34,58,85,10,26,38,51,2,"No",0,0.52,0.67,0,"No","No","No","Yes","No","Yes" +1538633,1,2,0,3,4,6,1,3,3,3,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1505135,0,12,12,0,0,0,0,0,0,0,3,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1688065,6,8,0,0,0,0,0,1,1,2,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1270976,9,12,3,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2230906,29,8,0,0,0,0,0,0,2,2,1,"No",0,0.76,0.79,0,"Yes","No","No","Yes","No","No" +3222424,10,8,0,0,0,0,3,5,15,23,9,"No",0,0.66,0.64,0,"Yes","No","No","Yes","No","No" +3101738,4,0,0,193,363,468,19,34,34,34,24,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2834016,54,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2886502,1754,NA,283,0,0,0,1238,4108,8689,13363,1181,"No",0,-99,-99,0,"No","No","No","No","No","No" +2881519,47,8,1,0,0,0,5,12,24,33,4,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2894844,13,12,1,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1663135,171,8,0,208,260,326,4,11,22,33,20,"No",0,0,0,0,"No","No","No","Yes","No","No" +1575562,11,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3245926,103,8,0,15,105,170,11,32,146,224,17,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2885031,48,2,14,53,109,181,31,73,116,177,23,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1691789,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2852698,215,8,0,0,0,0,12,31,68,104,87,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2283167,282,2,0,0,0,0,9,21,51,91,17,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1918645,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.88,0,"Yes","No","Yes","Yes","No","No" +1698317,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1290753,23,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1518275,4,8,0,0,0,0,4,6,6,6,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +2251471,33,4,0,0,0,0,1,1,1,7,2,"No",0,0.77,0.85,0,"Yes","No","No","Yes","No","No" +2131445,321,4,0,0,0,0,0,2,3,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2106741,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3183533,35,3,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2110455,190,8,5,20,100,160,21,73,169,265,26,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1445714,212,10,42,206,436,666,91,272,567,879,148,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1838960,2290,8,20,1200,2400,3600,505,1467,2818,4414,697,"No",0,0.83,0.93,0,"No","No","No","Yes","No","No" +2047847,6,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1653050,1,0,0,8,8,8,0,5,11,12,1,"No",0,0,0,3,"No","No","Yes","No","No","Yes" +1977881,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1730412,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1290689,0,4,0,261,446,514,1,4,10,11,18,"No",145,0.79,0.66,0,"No","No","Yes","Yes","No","Yes" +1308811,34,15,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.65,0,"No","No","No","Yes","No","No" +1763943,514,2,54,216,594,972,2,999,1426,1660,235,"No",0,0.97,0.98,134,"No","No","No","Yes","No","Yes" +1150159,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","No" +2197523,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1729919,0,8,0,4,6,9,1,4,5,7,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3129008,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +2837404,15,2,0,16,32,32,5,13,19,31,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1618734,121,8,0,50,102,154,20,75,133,242,61,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1491332,124,8,103,392,524,524,157,315,538,877,114,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2866777,4,3,0,0,4,4,3,3,6,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2129778,-62,2,0,499,709,918,340,551,784,1053,135,"No",0,0.96,0.98,75,"No","No","No","Yes","No","Yes" +2313374,15,2,0,48,84,120,18,47,81,83,3,"No",30,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +1930661,2,10,20,124,242,390,5,37,46,46,15,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +1927768,2,8,0,40,40,60,10,22,35,49,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1293360,22710,2,12450,52920,106344,161280,16027,50097,102433,154445,13245,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +1815051,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +1434384,44,8,0,0,0,0,1,5,9,13,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3059685,716,8,524,980,2240,3750,584,1604,2908,3802,406,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1747726,7,4,0,0,0,0,0,0,2,2,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +3098392,22,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2024158,176,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2862329,0,2,0,19,27,35,7,17,25,27,10,"No",0,0.97,0.95,1,"Yes","No","No","Yes","No","Yes" +3207229,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2870944,111,9,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1961114,30,8,0,30,60,90,7,21,49,59,0,"No",0,0.69,0.8,0,"No","No","No","Yes","No","No" +1415266,5,3,0,6,18,18,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1685994,3,8,0,0,1,3,0,1,4,5,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1251844,112,8,14,145,291,429,49,151,310,509,50,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1872513,111,0,0,0,0,0,1,9,17,24,1,"No",0,0,0,0,"No","No","No","No","No","No" +3118417,118,2,0,1,36,36,0,0,0,0,12,"No",0,1,1,0,"No","No","No","Yes","No","No" +2292603,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3014157,26,2,0,0,0,0,0,2,2,2,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3032905,54,8,0,25,50,75,11,29,51,71,0,"No",0,0,0.04,0,"No","No","No","Yes","No","No" +2044359,2,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1956154,-1,9,0,17,21,30,10,24,41,48,0,"No",0,0.68,0.66,1,"No","No","Yes","Yes","No","Yes" +1507352,6,5,0,15,15,15,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1695403,0,2,0,4,7,8,0,0,0,0,0,"No",2,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +1488617,289,2,24,48,196,327,72,211,420,611,76,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2088843,9,9,0,0,0,0,0,1,3,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2267786,1,9,0,28,40,52,5,14,22,36,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2000637,-21,8,0,108,160,215,1,35,87,127,11,"No",0,0.09,0.07,25,"No","No","No","Yes","No","No" +2213666,4,3,1,9,21,30,3,11,15,28,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1247102,3,2,0,0,2,4,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1479379,180,8,0,0,0,0,11,31,103,150,17,"No",0,0.75,0.84,0,"No","No","No","Yes","No","No" +1700837,0,2,0,12,12,12,0,1,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2064298,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1384562,84,9,3,40,80,160,11,46,77,149,22,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1764078,225,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1399075,30,8,0,9,33,42,10,20,40,72,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3275625,70,8,15,22,77,132,12,42,101,165,12,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1455744,22,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1797390,90,4,130,120,240,360,19,152,307,412,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3198864,4,2,0,1,3,3,0,0,0,0,0,"No",0,0.82,0.84,0,"Yes","No","No","Yes","No","No" +1944430,24,52,0,0,0,0,1,1,3,4,2,"No",0,0.01,0.35,0,"No","No","No","Yes","No","No" +1127221,9,8,0,1,4,6,1,3,7,14,2,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +2082196,459,8,96,0,528,1008,97,308,1018,1395,331,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1999452,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2983344,2,8,0,7,7,8,0,8,12,21,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","Yes" +1753310,45,2,0,0,0,0,0,0,1,1,0,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +2106506,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2292762,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1349925,1,8,0,8,11,16,1,3,7,9,4,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +1160395,2,8,0,14,28,42,3,12,24,39,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +1509811,9,12,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1898570,575,NA,20,0,0,0,42,183,495,794,100,"No",0,-99,-99,0,"No","No","No","No","No","No" +1292897,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1152319,0,2,0,6,6,7,2,2,4,5,0,"No",6,0.78,0.82,0,"No","No","No","Yes","No","Yes" +3183776,288,8,0,0,90,180,11,30,86,190,51,"No",0,0.47,0.39,19,"No","No","No","Yes","No","No" +2265008,2049,12,144,410,743,1964,509,2706,4681,6616,182,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1684420,732,8,0,0,0,0,16,47,110,152,10,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2907163,4,8,0,6,6,12,2,5,8,13,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2292071,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1265880,10,9,0,4,20,28,0,5,12,23,3,"No",0,0.46,0.29,0,"Yes","No","No","No","No","No" +1259674,11,2,0,50,50,50,1,4,4,4,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1455068,87,8,0,0,0,0,0,0,5,15,1,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +3180382,12,2,0,22,22,44,4,17,27,40,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2047895,4,8,0,0,1,2,0,0,3,6,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1206720,361,16,0,0,0,0,0,0,0,1,0,"No",0,0.61,0.62,0,"Yes","No","No","Yes","No","No" +1707926,1,8,0,0,1,1,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1248733,10,2,0,12,30,42,2,9,27,39,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1840353,89,8,510,0,0,0,20,48,104,140,23,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1631091,1,8,0,2,3,5,1,2,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2141992,36,2,0,30,80,120,11,28,61,75,0,"No",0,0.51,0.28,0,"Yes","No","Yes","Yes","No","No" +2874428,11,2,0,0,0,0,1,1,4,4,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1578466,9,8,0,24,48,96,13,41,74,107,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +3261052,4,2,0,4,8,12,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1726245,505,8,0,0,0,0,26,60,116,207,13,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +1700752,2,12,12,18,26,33,2,9,18,25,4,"No",2,0.09,0.25,0,"No","No","No","Yes","No","Yes" +1426014,0,2,0,5,15,15,0,0,0,0,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1300468,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1771479,3,4,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","No" +3034759,463,8,0,0,0,0,6,8,18,24,1,"No",0,0,0.25,0,"No","No","No","Yes","No","No" +3102821,33,8,1,0,0,0,1,3,8,22,15,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1993956,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1744247,55,8,1,0,19,38,7,15,31,59,12,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2207975,14,4,0,65,65,65,0,8,27,37,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2010875,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1482512,1710,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2223982,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1845042,12,8,0,20,48,72,5,21,50,72,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1846445,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3174119,73,15,0,0,50,50,1,21,54,90,26,"No",0,0.9,0.92,0,"No","No","Yes","Yes","No","No" +2205648,738,8,531,2600,4600,6200,553,1972,3942,6496,508,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1274284,15,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1430985,41,8,0,0,0,6,1,5,11,29,18,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1525802,199,52,0,0,0,0,0,3,4,4,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1779637,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2057707,1570,4,350,1785,3185,3885,1278,3073,6230,9865,74,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1561177,5,8,0,0,0,0,1,1,1,1,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1813135,117,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3133031,534,2,238,1081,2438,3993,540,9967,12789,13201,330,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2198895,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.9,0.87,0,"Yes","No","No","Yes","No","No" +1541156,0,2,4,14,16,16,3,9,9,9,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +2127666,19,4,37,6,58,58,5,21,45,70,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1619398,14,12,0,56,86,106,5,36,64,96,15,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1398500,20,8,0,0,0,0,0,0,0,0,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2843198,4,8,0,22,36,48,5,13,19,35,10,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1730405,148,8,61,430,730,960,58,221,423,812,74,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2291524,24,12,0,0,0,0,0,0,0,0,0,"No",0,0.27,0.26,0,"No","No","Yes","Yes","No","No" +1323785,48,8,0,50,60,80,16,39,77,95,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1620375,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1113671,0,6,0,3,3,3,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1687446,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1159487,0,2,0,0,0,0,0,1,1,1,2,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2945516,0,0,0,5,8,10,1,2,7,7,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +2040495,6,8,0,0,0,0,0,0,3,3,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +1186994,2,8,0,8,8,10,5,10,16,20,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1266030,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1504879,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3249800,1177,NA,0,0,283,445,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1409971,6302,8,0,0,0,0,2,19,42,77,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1412437,6,12,0,5,5,5,0,9,10,12,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1457677,5,8,2,0,0,2,0,2,6,6,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2148348,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2963127,10,52,0,0,0,0,0,0,0,0,2,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +3009061,11,12,0,0,0,0,0,7,9,9,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","Yes" +3149210,136,2,0,0,0,0,2,4,14,46,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1134615,50,2,0,0,0,0,1,4,8,13,0,"No",0,0.39,0.17,0,"No","No","No","Yes","No","No" +2132277,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1350797,0,2,0,10,12,12,0,0,0,0,0,"No",0,0.05,0.24,0,"Yes","No","Yes","Yes","No","Yes" +1516432,0,2,0,14,14,14,0,0,1,1,0,"No",0,0.83,0.86,0,"Yes","No","No","No","No","Yes" +1293395,10,2,0,5,8,8,0,0,0,0,1,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +3278534,1296,8,5,0,0,0,43,113,231,407,52,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1405582,396,8,247,134,516,826,114,349,718,1187,137,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1286544,9,8,0,1,2,5,0,0,6,17,2,"No",0,0.64,0.69,0,"No","No","No","Yes","No","Yes" +1417124,60,8,4,0,75,75,1,21,42,68,15,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1801485,38,12,0,20,20,40,3,12,24,36,6,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1414367,48,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1934389,15,2,0,0,0,0,4,8,17,17,1,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +2876252,4711,8,1027,8600,15825,24325,2632,8610,17758,25350,2536,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1538417,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +3255663,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1558234,-1,2,0,110,110,110,63,130,130,130,0,"No",0,0.11,0.08,1,"Yes","No","No","Yes","No","Yes" +1419903,8,2,0,0,0,6,2,14,23,28,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1977535,5,3,0,0,0,0,3,10,10,10,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +2148797,451,8,137,98,588,1078,96,434,1104,1603,131,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1520073,19,2,0,0,0,0,5,6,11,18,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1145825,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1121784,19,52,0,0,0,0,3,13,17,20,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1676310,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +1566459,0,2,0,121,208,292,0,0,0,1,17,"No",36,0.99,0.95,0,"No","No","No","Yes","No","Yes" +2895130,30,2,0,0,0,0,0,4,9,18,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1557771,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +2277725,24,2,0,0,0,0,1,4,5,5,1,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2104531,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2962867,0,12,0,50,50,50,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3049099,2,12,0,0,0,0,0,0,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2083771,1,52,0,0,0,0,2,5,12,17,1,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","No" +1259014,7,8,0,0,2,6,1,4,9,10,0,"No",0,0.6,0.54,0,"No","No","Yes","Yes","No","No" +3045686,175,2,42,312,576,824,46,159,308,434,72,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1430870,5,9,0,0,0,0,0,3,4,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3155589,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2907956,2044,8,50,3200,6000,8400,28,45,49,70,2,"No",0,0.91,0.72,11,"No","No","No","Yes","No","No" +1610009,0,8,0,8,8,8,0,0,0,0,4,"No",0,0.79,0.71,0,"Yes","No","Yes","Yes","No","Yes" +3107164,259,8,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2261724,591,8,356,1190,2170,3080,289,951,1786,2568,285,"No",0,0.53,0.41,0,"No","No","No","Yes","No","No" +3068330,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1523956,0,2,0,13,13,13,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1323513,-1,4,0,43,43,43,4,9,9,9,0,"No",0,0.59,0.62,1,"Yes","No","Yes","Yes","No","Yes" +1391569,37,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2283005,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3237797,48,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3143406,53,8,0,61,98,135,6,40,56,93,35,"No",24,0.36,0.48,0,"No","No","No","Yes","No","No" +1392527,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1863114,259,14,0,40,185,345,46,199,495,728,60,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1760961,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2117478,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1414590,5,8,0,1,4,4,1,3,4,10,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1206095,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1944934,50,9,0,20,60,60,11,42,75,103,23,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1293542,1,8,0,0,1,2,0,1,1,1,1,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2192806,5,2,0,0,0,0,0,0,1,4,1,"No",0,0.08,0.03,0,"No","No","Yes","Yes","No","No" +1658495,76,12,4,130,130,130,9,46,96,134,21,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1390399,3,2,0,0,1,2,0,1,3,3,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2838799,1,9,0,3,4,5,3,5,5,5,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1493415,39,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1299902,16,8,4,12,36,56,6,17,46,71,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2286297,578,2,0,0,0,0,0,0,2,4,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2265628,1,8,0,10,10,10,3,7,9,9,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +1157129,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1368096,118,4,70,120,239,311,11,71,198,222,17,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1481197,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1232858,23,4,0,0,0,0,1,1,1,1,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1651839,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","No" +1626036,37,8,0,0,0,0,0,0,2,2,2,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1160406,0,12,0,403,403,403,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +2915832,15,8,0,50,50,50,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2245214,0,8,0,8,8,12,1,2,6,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1144744,70,9,1,14,63,98,15,42,91,148,15,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +2215852,82,2,0,24,48,72,6,22,47,68,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1916523,2,2,0,12,24,36,3,10,17,22,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +3203976,0,10,0,3,5,7,2,2,3,5,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +3213286,0,8,0,72,72,72,3,3,4,4,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","Yes" +3212596,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +1418787,3,14,0,1,1,1,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1996694,3,8,9,12,24,36,3,10,19,32,7,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2915511,2,8,0,0,1,3,0,2,2,3,2,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2017002,2,8,0,1,3,4,0,2,2,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2947509,11,8,0,1,2,2,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1710131,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2827451,3,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1134417,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1922615,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3079720,10,12,0,0,0,0,0,1,3,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1954493,95,8,0,0,23,35,10,27,63,108,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1124064,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2023064,3,2,0,20,20,40,2,7,22,33,0,"No",0,0.07,0.07,0,"Yes","No","Yes","Yes","No","Yes" +1750449,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1378251,2,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2974088,10,12,0,0,0,7,4,9,22,33,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1490200,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2855679,2,8,0,0,0,0,0,0,0,2,2,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2952455,6,8,0,0,2,6,0,3,4,7,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1157278,20,8,0,90,126,180,58,142,273,364,30,"No",0,0.42,0.46,1,"No","No","Yes","Yes","No","Yes" +1367091,0,8,0,24,32,40,8,15,24,42,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1332763,545,NA,0,0,0,0,3,14,39,79,16,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2022742,5,2,0,2,6,12,2,6,12,15,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3162851,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1600393,62,8,1,31,64,141,19,65,139,184,26,"No",0,0.54,0.64,0,"No","No","No","Yes","No","No" +1795672,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1766714,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1469136,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1737585,1380,NA,0,0,0,0,0,1,1,1,27,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3084232,18,2,0,0,0,0,0,0,7,8,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1945874,1,52,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.73,0,"Yes","No","No","Yes","No","No" +1410653,0,2,0,5,5,6,2,5,7,13,0,"No",0,0.28,0.28,0,"No","No","No","Yes","No","Yes" +2813298,19,8,0,0,0,0,0,1,2,4,3,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +1849526,9,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2805645,93,8,18,0,0,0,11,26,56,91,5,"No",0,0.63,0.68,0,"No","No","No","Yes","No","No" +1516915,50,8,0,0,0,0,6,9,14,19,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1589059,75,8,2,81,150,242,45,96,192,283,32,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1239191,45,0,0,0,0,0,0,0,0,0,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +2197533,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1542435,23,3,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1826484,0,NA,0,0,0,0,3,7,17,25,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1182496,0,4,84,96,96,96,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +1844744,89,4,0,0,0,0,0,3,37,90,1,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +1510969,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1952577,2,8,2,9,18,18,6,10,20,28,4,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +1876853,249,8,347,321,641,1281,132,474,853,1297,135,"No",1,0.77,0.82,0,"No","No","No","Yes","No","No" +1575867,1,9,5,16,24,32,2,6,6,6,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +1914878,15,8,0,0,0,0,1,6,7,8,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2836968,244,2,0,160,400,640,69,248,428,677,25,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3080694,449,2,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1820075,37,8,0,0,0,0,1,2,3,5,12,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +2975726,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1812550,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3073839,202,NA,0,0,0,0,10,22,46,77,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2227370,2,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +3050808,45,8,0,0,0,0,0,0,1,2,1,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +2017101,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1417748,6,8,0,3,6,9,1,3,6,12,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3127322,3,8,0,5,5,5,2,4,7,7,0,"No",0,0.38,0.38,0,"No","No","No","Yes","No","No" +1299011,-6,12,0,32,32,32,1,6,8,8,0,"No",0,0,0.02,6,"No","No","No","Yes","No","Yes" +2086197,17,8,0,0,7,14,2,8,18,32,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1419710,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1485422,2,9,0,0,0,0,1,4,4,5,0,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +3166436,733,8,0,0,0,0,0,0,0,5,1,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2848789,23,8,2,15,15,30,1,8,24,33,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1597943,140,9,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1416611,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1932537,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1443256,8,0,0,21,45,60,5,17,31,51,2,"No",0,0,0,0,"No","No","No","No","No","No" +1775554,4,8,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3048784,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +2093297,18,2,0,0,0,0,0,1,3,3,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3062107,86,9,0,0,0,0,1,1,2,4,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +2952903,2,8,0,11,11,11,0,3,9,12,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1910738,12,7,0,0,6,14,3,11,14,31,0,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +3143956,493,8,0,0,0,0,5,10,17,30,23,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1607023,3893,8,0,0,0,0,0,3,3,3,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1359482,82,2,0,0,0,25,9,16,24,30,0,"No",0,0.68,0.76,0,"Yes","No","No","Yes","No","No" +3151758,14,8,0,0,16,16,1,5,8,16,3,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1851808,498,8,18,198,198,198,60,150,295,469,203,"No",0,0.83,0.89,0,"No","No","Yes","Yes","No","No" +2839942,6,2,0,3,3,3,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1827358,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1952840,35,2,32,0,24,64,5,19,37,46,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2295933,0,2,1,5,9,11,3,5,8,14,3,"No",0,0.84,0.83,0,"No","No","Yes","Yes","No","No" +2866019,67,8,0,0,0,0,2,10,18,25,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1521239,17,8,0,0,10,10,0,9,16,29,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1761321,0,2,4,0,12,21,3,7,21,28,0,"No",0,0.66,0.4,0,"No","No","No","Yes","No","Yes" +2897796,0,12,0,80,121,169,12,45,101,151,13,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +3111656,75,9,16,0,0,0,7,15,38,49,21,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2236749,0,2,0,11,20,20,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","Yes" +2112503,15,8,0,17,30,43,4,13,29,51,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1191758,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","Yes","Yes","No","No" +1549930,8,8,0,109,163,226,17,66,127,183,43,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1482225,1,8,0,17,28,41,6,12,22,28,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +1662845,45,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2876555,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +3039781,1,9,0,1,1,1,0,0,1,1,2,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1320662,0,8,0,5,6,6,0,0,0,0,0,"No",2,0.1,0.13,0,"No","No","No","Yes","No","No" +1403922,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"Yes","No","No","No","No","No" +1217825,19,9,0,0,0,0,0,0,4,4,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1556985,27,8,0,168,259,296,13,116,180,244,31,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1907831,201,4,0,66,66,66,10,13,23,30,13,"No",0,0.96,0.88,0,"Yes","No","Yes","Yes","No","No" +1895420,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1469752,5,14,0,0,0,0,1,1,1,2,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1864571,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1717751,8,8,0,0,2,3,0,1,11,16,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2828444,184,2,0,0,0,0,0,0,1,1,2,"No",0,0.6,0.4,0,"No","No","No","Yes","No","No" +3047892,95,4,0,0,10,30,9,26,50,68,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3149937,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2277920,222,4,190,244,508,640,201,491,870,1334,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2803385,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +1933450,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1767591,26,NA,0,0,0,0,3,8,15,25,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1991511,53,52,0,0,0,0,0,1,3,6,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1171563,0,2,0,10,10,10,0,0,2,2,1,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","Yes" +1536165,6,2,0,0,3,6,2,3,6,8,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1438489,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1419422,55,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2117707,14,8,0,0,0,0,0,1,2,3,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1139087,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1855129,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +2302466,16,12,0,14,32,56,6,23,56,70,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1902064,5,0,0,51,87,123,19,48,80,106,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +3043009,3,9,0,0,0,0,0,2,4,5,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2961425,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3275831,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1129736,-116,2,0,671,1709,2401,513,730,1278,2685,0,"No",0,0.59,0.57,0,"No","No","No","Yes","No","No" +3265188,39,NA,0,0,0,0,2,16,42,60,12,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1696144,1,8,0,45,77,109,2,31,50,70,6,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2807983,10400,8,8376,6096,9696,16176,4793,10401,17143,26192,4313,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1171291,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2056724,247,NA,0,0,0,0,3,7,18,24,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1765750,4,8,0,7,13,21,1,6,9,21,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2818528,45,9,8,20,40,55,12,27,54,84,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1497024,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1204590,0,2,0,6,6,6,0,0,0,0,0,"No",2,1,0.99,0,"Yes","No","No","Yes","No","No" +3276104,93,3,24,131,256,370,48,141,288,444,123,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +2947658,0,2,0,8,14,15,0,0,0,0,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +2289661,27,9,10,15,27,39,0,12,34,51,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2243956,30,3,0,22,22,37,6,39,61,72,3,"No",0,0.95,0.94,1,"No","No","Yes","Yes","No","No" +1787297,5,4,0,0,0,1,0,1,2,2,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2822561,40,8,0,0,0,0,6,10,26,49,3,"No",0,0.71,0.51,0,"No","No","Yes","Yes","No","No" +3275322,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2026438,4,0,0,189,189,189,6,17,27,41,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1134436,4,8,0,0,5,5,1,5,7,11,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1353933,8,8,0,0,0,0,1,6,9,14,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1874247,0,4,0,9,10,10,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1981948,0,8,0,4,4,4,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1390847,6,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2015874,119,9,0,0,0,0,4,9,12,12,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1235859,59,8,10,24,82,147,8,37,106,144,9,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1204320,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2985368,7,8,0,0,0,0,1,1,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3224015,735,8,0,0,0,0,0,0,0,4,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1509646,24,8,0,0,0,0,0,3,6,7,2,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1492446,5,4,2,2,4,6,2,7,11,28,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3283859,4,8,0,4,8,10,7,7,7,13,0,"No",0,0.78,0.89,0,"No","No","Yes","Yes","No","No" +2228976,346,2,0,0,0,0,6,9,24,28,15,"No",0,0.81,0.81,0,"No","No","Yes","Yes","No","No" +1250263,11,8,0,12,23,34,3,10,15,19,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1159259,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1339399,44,2,0,0,0,0,0,3,15,19,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3244863,5,12,0,0,0,0,0,3,5,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1792323,17,8,0,26,52,78,6,24,54,89,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1209754,2,12,0,11,17,23,6,12,18,21,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1163178,7,2,0,12,20,20,16,28,28,28,0,"No",0,0.61,0.62,0,"Yes","No","No","Yes","No","Yes" +1536307,2,9,0,2,4,7,0,3,5,6,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +3254388,3,2,1,1,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +1225739,9,9,4,1,2,4,0,4,7,7,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3057341,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2935068,132,2,0,0,0,0,0,2,3,4,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3097891,75,9,0,0,0,0,3,4,11,30,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1921754,749,8,326,1782,2992,3872,380,1223,2536,4328,231,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1485201,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1164736,28,8,0,0,0,0,0,0,1,8,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1709236,11,8,0,0,12,24,2,6,9,14,1,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1793569,3,12,0,0,0,0,1,1,1,2,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +2115507,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1578105,4,2,0,2,4,4,0,0,0,0,1,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +3181989,983,8,0,0,0,0,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2052173,2515,8,6,0,0,0,29,114,191,294,51,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","No" +1934641,15,8,0,0,0,0,0,1,1,6,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +3066788,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2855276,5,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2932265,131,2,65,246,472,754,65,152,255,310,41,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2977375,37,12,16,0,15,45,6,20,47,87,12,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +1325924,2595,8,48,0,198,594,474,1422,3528,5285,431,"No",0,0.69,0.59,0,"No","No","No","Yes","No","No" +1507104,3,8,0,1,3,6,0,3,4,9,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3261134,2,8,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1969164,1,2,0,1,2,3,0,1,2,2,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3078679,5,2,0,4,8,12,0,2,3,4,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3076106,123,8,0,0,0,6,3,12,27,49,1,"No",0,0.77,0.73,0,"No","No","No","No","No","Yes" +1969807,16,8,0,0,0,0,0,0,0,8,4,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +2144870,79,2,0,0,0,0,0,3,6,6,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1458623,1,8,0,8,8,16,3,15,23,35,11,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +1364718,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3135163,95,8,0,159,159,159,0,0,0,0,0,"No",0,0.59,0.71,0,"No","No","No","Yes","No","No" +2861261,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1231180,8,2,0,0,0,0,0,6,6,6,1,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +2128082,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2061529,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","No" +1301494,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2057943,36,NA,0,0,0,0,1,6,10,11,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1796719,0,2,0,3,4,5,2,3,6,7,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +1953713,511,8,0,0,0,0,12,54,104,136,26,"No",0,0.95,0.8,0,"No","No","No","Yes","No","No" +1631419,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1747737,3,10,0,0,1,3,0,1,1,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1673107,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1970725,130,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1794870,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1953392,0,2,0,107,161,161,0,0,0,0,7,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3177621,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1476657,4,12,0,1,2,3,2,2,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1462017,11,2,0,0,0,0,4,4,4,4,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1222976,34,2,3,360,648,936,98,239,448,701,129,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","Yes" +1473039,12,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2130297,3,8,0,40,71,99,5,26,49,77,8,"No",0,0.9,0.84,0,"No","No","No","Yes","No","Yes" +1648321,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2006096,14,8,0,15,45,60,2,9,25,37,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1878739,939,8,0,0,0,0,1,2,5,5,0,"No",0,0.91,0.88,0,"No","No","No","Yes","No","No" +2121041,2,10,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2162181,3,8,0,0,1,2,0,1,2,3,0,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","No" +1628167,91,2,0,0,0,0,1,11,24,35,1,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1614133,27,2,0,0,0,20,6,15,28,36,3,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3228429,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2970404,0,NA,0,33,48,53,0,0,3,5,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1885120,61,11,0,0,0,45,1,10,13,60,4,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1447882,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +1657152,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2069046,210,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1206390,2,2,0,40,76,112,5,5,5,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2112299,20,12,0,0,0,0,0,7,13,22,1,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1347341,286,8,0,0,0,0,0,0,2,2,2,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +2019412,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1358907,30,2,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +2907303,142,2,126,420,670,915,174,501,899,1360,106,"No",45,0.9,0.91,0,"No","No","No","Yes","No","No" +1880497,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1751023,220,14,66,106,276,575,92,302,587,798,67,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +3233032,559,2,220,975,1830,2685,347,1050,1878,2721,328,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1496867,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +3182238,55,8,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1931806,0,8,0,3,4,5,1,3,4,4,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1615898,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1739243,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2022170,0,9,0,6,6,6,0,0,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1711502,89,2,110,264,504,756,210,428,720,1080,107,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2911730,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","Yes","Yes","No","No" +2947820,5169,2,0,0,0,0,10,18,18,18,92,"No",0,1,1,0,"No","No","No","Yes","No","No" +2002231,3,2,1,12,24,40,8,32,70,71,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1752080,6,5,0,15,15,15,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +3035684,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2284607,4,2,0,0,0,0,0,2,3,5,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2127886,-18,8,0,223,337,358,50,130,220,287,25,"No",0,-99,-99,18,"No","No","No","Yes","No","Yes" +2026274,92,0,4,13,26,78,5,40,88,141,16,"No",0,0,0,0,"No","No","No","No","No","No" +2264264,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2844969,3875,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2822485,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3153365,28,2,0,32,80,132,11,26,26,26,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2246193,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2849662,6,8,0,24,42,63,4,15,29,33,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1955606,165,12,0,40,40,40,4,10,27,39,14,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3124633,6,8,0,0,0,0,0,0,4,7,0,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +3155306,78,8,11,4,34,60,15,45,84,129,30,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +3048210,17,8,0,3,15,27,3,11,21,38,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1120423,2,2,0,5,5,5,1,1,1,1,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1769492,1125,8,30,0,1000,1000,72,265,610,1152,159,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2911197,1,4,0,1,3,4,1,3,4,4,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1136369,625,8,105,415,415,695,56,286,618,1005,224,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1990709,7,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.07,0,"No","No","Yes","Yes","No","No" +3245601,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1298072,0,8,0,5,6,6,0,1,2,2,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1579632,6,8,0,30,54,90,7,32,58,70,6,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1856668,24,8,0,3,12,12,4,18,37,56,28,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1897118,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3097567,243,0,3,0,0,0,23,80,184,294,29,"No",0,0,0,0,"No","No","No","No","No","No" +1204819,40,4,40,60,60,115,15,31,68,118,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2046906,936,52,0,0,0,0,2,11,18,22,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3051069,326,8,0,0,0,0,4,21,34,46,4,"No",0,0.93,0.97,0,"No","No","Yes","Yes","No","No" +2144250,2,2,0,3,3,3,1,1,1,1,0,"No",0,0.27,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1223345,160,2,0,0,48,108,0,1,1,1,0,"No",0,0.54,0.45,0,"Yes","No","Yes","Yes","No","No" +1740221,22,4,0,0,0,0,0,0,0,15,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1971838,214,2,0,0,0,0,1,3,3,11,11,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +3143105,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1147425,36,8,13,0,0,0,7,18,29,36,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2120189,970,4,10,0,0,0,39,138,245,388,62,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1125523,7,2,0,6,12,20,2,6,27,48,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1455910,421,3,71,1278,2178,3096,397,965,1377,1377,298,"No",54,0.43,0.46,0,"No","No","No","Yes","No","No" +1980384,44,5,0,46,90,96,12,36,71,112,11,"No",8,0.68,0.69,0,"No","No","No","Yes","No","No" +2286094,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2040776,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2824903,70,8,1,33,72,105,13,57,107,174,18,"No",15,0.83,0.86,0,"No","No","No","Yes","No","No" +2858023,50,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3233925,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2300692,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"Yes","No","No","Yes","No","No" +1247614,9,2,2,28,52,70,5,15,32,60,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1287029,0,2,2,0,0,0,0,0,0,0,0,"No",0,0.7,0.64,0,"Yes","No","No","Yes","No","No" +3236205,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.36,0,"Yes","No","No","Yes","No","No" +2970378,6,4,7,0,0,1,2,5,17,17,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2941459,66,8,0,0,0,0,0,3,7,8,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1978331,786,8,0,0,686,1029,81,310,749,1186,120,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3243255,244,8,11,0,0,0,5,21,42,79,23,"No",0,0.99,0.98,1,"No","No","No","Yes","No","No" +1503906,97,2,36,0,0,0,8,39,69,91,2,"No",0,0.68,0.82,0,"No","No","No","Yes","No","No" +2032472,262,NA,0,0,0,0,2,14,29,40,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1359629,23,8,0,0,16,16,5,13,31,48,9,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +1858596,1,8,0,250,250,299,0,0,0,0,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2836419,4,8,1,1,1,3,1,7,9,12,1,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1701932,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1203040,68,0,0,0,0,0,5,13,29,41,1,"No",0,0,0,0,"No","No","No","No","No","No" +1320912,5,8,0,2,3,5,0,0,1,2,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1576566,8,2,0,0,8,16,3,9,13,17,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3027781,0,10,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1960869,15,4,0,119,167,215,12,24,30,30,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +2259198,6,2,0,0,5,10,1,4,8,13,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2942280,1,2,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1690191,6,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1710350,0,2,0,40,75,108,0,0,0,4,1,"No",0,0.78,0.89,0,"Yes","No","No","Yes","No","Yes" +1478876,8,2,0,3,5,5,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +3181730,1,12,0,4,4,5,1,3,7,10,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1982354,7,4,0,35,53,71,7,22,41,69,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1583790,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +2889116,5,2,0,0,0,0,0,0,0,0,2,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +3111448,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +1699883,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1554581,1720,2,0,0,0,0,20,65,75,12098,58,"No",0,0.5,0.66,0,"No","No","Yes","Yes","No","Yes" +1348569,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2308694,388,2,0,0,0,0,18,58,379,616,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1986008,562,14,0,0,0,500,34,153,384,556,82,"No",0,1,1,0,"No","No","No","Yes","No","No" +1944593,109,8,30,88,132,198,26,63,123,194,50,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1311869,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2278372,3,8,0,38,80,122,8,42,79,99,0,"No",0,0.12,0.1,0,"No","No","No","Yes","No","Yes" +2841761,4,2,0,40,70,100,19,48,70,87,4,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2837618,19,8,0,0,0,7,1,5,12,15,9,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +3027836,24,2,0,100,100,100,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3137356,165,8,83,136,283,417,55,168,391,596,87,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2951449,17,2,0,15,30,60,8,31,57,75,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1526431,214,2,161,91,182,182,63,135,244,310,44,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1800245,21,2,0,0,0,0,1,1,7,12,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1132176,8,8,0,0,0,0,0,0,0,0,2,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1750134,64,0,0,51,90,132,13,14,14,14,23,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1992956,78,9,0,0,0,0,1,1,16,38,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3048644,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2241445,5,8,0,0,0,0,0,5,10,19,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1920311,26,2,11,195,351,507,26,101,216,313,22,"No",18,0.68,0.64,1,"No","No","Yes","Yes","No","Yes" +1439609,90,8,0,0,0,0,1,1,4,8,2,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1180358,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2118472,302,NA,0,0,0,0,2,6,11,15,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1319617,10,2,0,0,12,12,2,2,2,2,1,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","Yes" +3152343,618,8,247,133,733,733,92,314,662,1037,278,"No",0,0.72,0.6,0,"No","No","No","Yes","No","No" +2182076,12,2,0,100,170,250,27,62,100,115,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1458972,106,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1938223,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2114743,13,16,12,44,76,116,18,40,56,83,0,"No",0,0.95,0.81,0,"No","No","No","Yes","No","No" +2193500,11,3,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.9,0,"Yes","No","No","Yes","No","No" +1849912,9,8,0,5,5,17,1,5,16,21,0,"No",0,0.04,0.04,0,"No","No","No","Yes","No","No" +3147064,115,8,1,88,220,308,31,103,235,395,43,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1127324,10,2,6,2,5,5,0,0,0,0,2,"No",0,0.37,0.42,0,"No","No","No","Yes","No","Yes" +1786332,97,8,0,0,0,0,0,0,0,0,2,"No",0,-99,0.25,0,"No","No","Yes","No","No","No" +1520494,34,4,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.89,0,"No","No","Yes","Yes","No","No" +1585288,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.92,0,"Yes","No","Yes","Yes","No","No" +1302731,5506,NA,0,0,0,0,0,0,0,10,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2254095,0,8,0,13,13,13,2,5,11,17,3,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","Yes" +1488722,4,8,0,0,0,2,0,2,3,8,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1419707,0,12,0,8,11,14,2,4,9,11,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2946903,39,16,0,0,0,0,0,8,17,24,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1226638,2,8,0,0,1,1,1,2,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2094066,196,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.56,0,"Yes","No","No","Yes","No","No" +2872401,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1760504,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1837385,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1378665,1,8,0,5,8,11,0,6,9,12,2,"No",0,0,0.49,0,"No","No","No","Yes","No","Yes" +1780492,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3024452,116,8,21,43,103,193,8,41,163,206,46,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2840695,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1741883,62,8,0,147,267,327,51,113,200,347,33,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2842541,274,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1630844,1,2,0,6,10,14,3,6,8,13,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1282090,126,8,12,82,173,264,26,107,184,300,33,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1862610,6,2,0,4,8,12,1,10,14,20,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1781642,0,2,0,30,30,70,4,9,18,30,4,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1270456,10,12,0,28,30,56,0,20,31,44,0,"No",0,0.65,0.81,0,"No","No","No","Yes","No","No" +1182414,15,8,0,0,9,18,2,10,24,36,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1367465,5,12,0,7,16,27,2,7,22,31,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1715376,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2219373,14,8,0,0,0,0,0,0,0,2,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1941067,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2095890,174,2,10,120,360,480,68,169,338,593,55,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1260063,101,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2251434,0,8,0,3,4,5,3,4,4,4,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1605956,111,8,0,96,168,264,30,97,199,353,42,"No",24,1,0.59,0,"No","No","No","Yes","No","No" +2038922,1756,2,191,3234,6599,9964,345,1880,3896,6134,717,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3014251,210,8,2,0,0,0,8,20,36,68,15,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +2285991,9,4,23,25,50,60,8,22,39,56,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1784966,5,8,0,25,40,55,10,25,41,72,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1867195,57,8,0,0,23,23,6,14,19,26,11,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1423293,284,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1393636,49,9,49,175,350,550,59,201,381,493,59,"No",0,0.52,0.41,1,"No","No","No","Yes","No","No" +1722220,7291,2,0,0,0,0,281,615,1157,1566,153,"No",0,1,1,0,"No","No","No","Yes","No","No" +3089366,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2003995,183,2,88,0,0,100,15,52,140,207,22,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1891749,52,8,21,80,168,248,28,91,188,289,86,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1148869,0,2,0,8,8,8,0,1,1,1,0,"No",0,0.33,0.64,0,"No","No","No","Yes","No","Yes" +1654844,14,NA,0,0,0,0,7,32,56,89,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2311029,31,8,0,0,20,20,0,4,42,67,1,"No",0,0.05,0.04,0,"No","No","No","Yes","No","No" +2167642,11,9,0,47,47,72,3,14,32,47,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1724635,9,8,0,85,182,262,22,71,128,181,0,"No",10,0.71,0.75,0,"No","No","Yes","Yes","No","Yes" +1129762,1196,12,213,950,2000,3300,447,1084,2274,3471,303,"No",0,0.96,0.93,18,"No","No","No","Yes","No","No" +2095094,5,8,0,0,4,4,4,4,11,12,2,"No",0,0.91,0.74,0,"No","No","No","Yes","No","Yes" +2014856,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1945907,0,9,0,3,4,6,0,2,3,4,8,"No",0,0.96,0.98,0,"No","No","No","No","No","Yes" +3187867,45,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2147166,319,8,0,0,0,0,30,64,169,284,19,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +1543657,54,8,185,88,88,184,27,1558,1658,1861,35,"No",0,0.88,0.92,3,"No","No","No","Yes","No","No" +1180945,23,2,0,0,0,0,0,0,0,0,2,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2232780,14,2,0,0,0,0,0,2,28,44,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1431824,16,2,0,5,21,21,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1994255,18,10,0,0,40,40,6,20,53,78,4,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3123369,8,2,2,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"Yes","No","No","Yes","No","No" +1876143,4,4,0,3,3,3,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1792604,260,8,145,520,1030,1690,336,892,1419,1807,245,"No",0,0.85,0.9,1,"No","No","No","Yes","No","No" +1118836,37,9,1,32,81,136,6,32,81,125,28,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1574097,752,8,123,1568,1568,1568,177,602,1207,1897,176,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1310314,0,8,0,4,4,4,0,4,4,4,0,"No",2,0,0.22,0,"No","No","No","Yes","No","Yes" +2299736,41,9,1,30,54,78,6,26,51,75,35,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3086162,3,8,0,8,17,26,3,6,14,17,1,"No",0,0.99,0.87,0,"No","No","No","Yes","No","No" +1679039,335,12,0,0,0,0,8,34,59,69,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1749075,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1392137,1,2,0,3,5,6,1,2,4,6,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1382420,5,8,5,20,20,30,2,9,12,19,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1852499,0,12,0,1,1,1,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +2951431,5,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3279026,0,2,0,15,15,15,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1233100,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1640752,662,8,52,700,700,700,135,367,780,1302,221,"No",0,0.73,0.6,0,"No","No","No","Yes","No","No" +1551845,4,2,0,0,0,1,0,1,3,4,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1339823,4,2,0,36,72,108,9,34,49,71,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","Yes" +1459957,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1692544,6,4,0,1,1,1,0,4,5,5,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +2929291,2,8,0,2,3,5,0,2,3,3,0,"No",1,0.29,0.29,0,"No","No","Yes","Yes","No","No" +1990917,57,4,60,467,812,1195,136,394,661,924,71,"No",0,0.82,0.88,1,"No","No","No","Yes","No","No" +1954989,1710,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3051289,5,12,0,28,36,56,9,23,29,46,2,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2818120,33,8,0,14,28,42,6,14,36,66,7,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2121167,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +3061850,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3271947,2,12,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +1609628,17,9,0,0,0,0,0,2,2,4,1,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","No" +2915075,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1675797,316,9,0,0,0,0,0,13,115,119,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1152570,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3173619,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1586159,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1205803,7,9,0,0,0,0,0,0,0,0,7,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +1757751,112,8,8,72,72,72,24,73,129,187,183,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2028513,0,2,0,30,70,70,4,9,16,30,4,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1997053,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2198873,6,NA,0,0,0,0,0,0,3,5,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +3255045,321,2,699,0,126,504,109,416,826,8918,128,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2155705,113,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1856010,17,8,20,0,0,16,2,13,26,34,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1295633,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1536976,779,2,289,1314,2754,4248,415,1349,2645,3752,365,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1434726,1350,8,13,0,0,0,42,199,389,935,226,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +3124695,144,12,142,261,450,597,66,199,406,707,224,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1592183,8,8,0,0,0,0,0,0,1,2,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +3151992,13,4,0,15,15,30,2,11,17,24,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1138316,0,12,0,5,8,11,2,5,5,10,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1126041,12,2,0,0,0,12,0,1,6,9,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1391284,351,2,120,1080,2200,3400,312,1106,2084,2998,200,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1129042,4,3,0,0,0,0,0,0,2,2,1,"No",0,0.75,0.63,0,"No","No","No","Yes","No","No" +2817037,15,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.79,0,"No","No","Yes","Yes","No","No" +3021159,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.7,0,"No","No","Yes","Yes","No","No" +2909057,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2122976,64,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2100811,6,2,0,0,0,0,2,5,10,10,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","Yes" +3096317,1058,8,0,0,0,0,2,3,4,5,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1412747,135,8,11,143,319,480,60,228,409,669,47,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2067644,0,8,0,12,21,28,3,9,17,22,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2091242,34,8,0,0,0,0,0,4,4,6,48,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3180836,80,NA,0,0,0,0,0,2,14,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1241169,203,NA,0,0,0,0,0,7,7,13,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2306882,21,8,0,15,15,30,0,7,23,41,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1681742,20,2,0,36,78,108,12,30,52,78,4,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +2965353,2,8,0,150,150,150,0,0,0,0,0,"Yes",0,0.92,0.96,0,"No","No","Yes","Yes","No","No" +1430813,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3229008,26,8,0,0,0,0,1,4,10,15,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1269865,277,2,138,240,510,720,93,294,568,756,91,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3236953,3,8,0,0,1,2,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1481942,14,9,0,0,6,6,3,7,14,25,4,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1916374,7,8,0,30,30,30,4,28,35,37,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2969899,85,8,6,37,74,111,7,26,77,123,23,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1881675,68,2,12,51,51,93,20,62,119,175,21,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1468777,268,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1765625,0,8,0,3,4,5,0,1,3,4,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1430431,505,8,60,750,750,750,42,205,407,725,142,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1919171,4,12,0,0,0,0,0,0,0,0,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2034535,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1555401,10,9,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1783502,0,2,0,33,57,81,0,0,0,0,3,"No",6,0.94,0.94,0,"No","No","Yes","Yes","No","Yes" +1302144,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1631312,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1200235,7,8,0,0,4,9,0,3,6,11,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1477365,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2952583,0,2,0,11,11,11,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1871093,80,2,34,137,263,410,53,144,319,501,30,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1693938,17,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2075655,6,8,0,21,35,47,5,22,48,69,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1911720,44,2,0,0,0,20,1,22,54,63,4,"No",0,0.69,0.8,0,"Yes","No","No","Yes","No","No" +2932848,6,8,0,0,0,0,0,0,1,6,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +2882658,19,8,31,0,0,0,0,1,17,17,0,"No",0,0.78,0.63,0,"No","No","No","Yes","No","No" +3101099,30,2,0,100,100,100,0,0,0,0,4,"No",0,0.95,0.91,0,"Yes","No","No","Yes","No","No" +1496549,263,8,0,250,550,800,74,237,663,965,23,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2059221,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3137543,17,4,0,0,0,0,0,0,5,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1988141,373,13,0,0,0,0,0,0,1,1,2,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3098677,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1424735,25,6,0,0,0,0,1,2,3,6,1,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2296347,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1425042,4,2,0,10,20,30,3,11,22,29,0,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","Yes" +1494426,37430,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2148167,0,2,0,4,7,8,0,0,0,0,0,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +1839565,3336,8,439,3000,5000,7000,1084,3734,6891,11951,1255,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +2007723,1834,2,1060,2736,5472,8208,822,2543,4922,7435,795,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1583187,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1650240,0,4,0,125,175,175,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1787658,105,8,10,543,951,1671,363,1102,2048,3441,156,"No",0,0.43,0.46,1,"No","No","Yes","Yes","No","No" +1367748,292,2,0,0,0,0,1,2,5,8,0,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +3134215,0,2,0,50,75,100,10,19,60,84,2,"No",25,0.79,0.71,0,"No","No","No","Yes","No","Yes" +1624063,12,2,0,0,12,13,11,15,16,16,0,"No",0,0.81,0.85,0,"No","No","Yes","Yes","No","Yes" +1541201,6,14,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +2875369,8,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3279243,13,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2849204,0,8,0,107,125,143,0,0,0,0,13,"No",2,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1868447,134,8,2,80,160,240,28,83,166,256,40,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1502900,33,8,0,0,0,0,5,10,23,33,2,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +3079135,6,12,0,2,2,2,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1429219,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1820805,0,8,0,13,21,28,0,0,0,0,0,"No",6,0.85,0.78,0,"No","No","No","Yes","No","Yes" +3000617,13,9,7,0,0,5,0,5,15,22,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1434456,268,2,24,1100,1100,1100,108,236,553,741,76,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2859631,0,2,0,11,19,19,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1534372,134,52,0,0,0,0,4,13,22,34,17,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1718013,19,2,0,0,0,0,2,3,8,8,0,"No",0,0.38,0.27,0,"Yes","No","No","Yes","No","No" +1164980,3,2,0,0,2,4,0,1,4,5,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2072963,2,8,13,0,0,12,8,18,32,40,3,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2967507,50,8,0,0,0,0,3,6,11,17,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1492787,4,12,0,0,0,0,0,3,7,8,0,"No",0,0.93,0.89,0,"Yes","No","Yes","Yes","No","No" +1229043,0,2,0,360,612,864,0,1,1,1,59,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1583614,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1771791,66,0,0,0,0,18,9,25,44,61,17,"No",0,0,0,0,"No","No","No","No","No","No" +1731000,-1,9,0,5,8,10,2,4,6,7,1,"No",0,0.99,0.96,1,"No","No","No","Yes","No","Yes" +1722894,1,8,0,24,48,48,2,7,24,38,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2247155,1,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1536406,92,8,5,30,90,165,28,82,177,262,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3009354,380,8,125,0,208,208,57,123,149,311,34,"No",0,0.61,0.6,5,"No","No","No","Yes","No","No" +2250563,5000,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1353572,9,12,9,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1528592,25,2,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.78,0,"No","No","No","Yes","No","No" +1833720,4,NA,8,0,0,0,11,35,61,95,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1486113,0,8,0,2,2,2,0,0,1,1,0,"No",0,0.87,0.88,0,"Yes","No","Yes","Yes","No","Yes" +1458682,282,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1122322,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1769740,13,8,0,0,0,0,0,0,0,0,3,"No",0,0.78,0.87,0,"No","No","No","Yes","No","No" +1672568,465,2,0,0,0,0,1,1,13,13,2,"No",0,0.71,0.69,0,"No","No","No","Yes","No","No" +1275187,23,2,0,0,0,0,0,0,0,0,2,"No",0,0.34,0.68,0,"No","No","No","Yes","No","No" +2228502,16,8,0,0,0,0,0,3,3,3,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3117122,8,9,0,0,3,6,0,3,5,7,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1954546,40,12,0,0,0,0,2,3,12,26,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1444445,2,12,0,6,8,9,5,13,19,22,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1346928,0,2,0,20,30,50,7,20,32,32,2,"No",0,0.85,0.94,0,"Yes","No","No","Yes","No","Yes" +2833791,2,16,0,0,0,0,1,1,1,1,1,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +2300755,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1630384,0,8,0,10,10,10,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1312971,26,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2190050,87,8,0,0,0,0,1,9,13,23,1,"No",0,0.68,0.73,0,"No","No","Yes","Yes","No","No" +1677587,3467,NA,114,276,276,276,395,1166,2240,2839,373,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3030668,34,52,0,0,0,0,1,2,7,7,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1973443,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2068631,79,8,27,78,186,294,52,148,253,363,42,"No",18,0.43,0.46,0,"No","No","Yes","Yes","No","No" +2109571,0,2,0,4,5,7,2,4,5,5,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","Yes" +3137584,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1336589,262,8,0,0,0,0,11,37,83,115,232,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1817124,10,8,0,39,39,39,8,25,61,85,7,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +3142445,258,8,0,0,0,260,17,87,169,282,35,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1922902,34,9,35,52,84,133,12,50,150,815,17,"No",0,0.52,0.41,2,"No","No","No","Yes","No","No" +3128062,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1827055,1310,8,0,0,0,0,86,279,665,1336,113,"No",0,0.6,0.58,1,"No","No","No","Yes","No","No" +1787490,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1839757,0,8,0,9,13,17,9,13,18,27,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +1557480,2,8,0,0,0,0,0,1,3,4,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1693873,4,8,0,179,257,349,56,141,262,348,45,"No",0,0.82,0.75,8,"No","No","Yes","Yes","No","Yes" +1444781,127,8,37,135,270,420,48,166,360,547,51,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3261852,15,2,0,20,20,40,11,19,27,45,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1299621,37,9,0,0,0,0,0,1,1,1,2,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +2850684,119,9,0,0,18,24,5,18,39,62,6,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1824824,2,2,0,6,12,18,2,8,14,20,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2838628,6,52,0,0,0,0,1,2,5,8,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3057993,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +3098499,1,8,1,0,0,0,0,0,1,1,0,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +1117776,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +1501593,0,4,0,6,6,6,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","Yes" +2129667,83,8,0,0,0,0,1,6,15,20,9,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2122093,33,NA,0,0,0,0,3,7,12,18,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1873561,14,8,19,0,13,52,4,15,38,53,0,"No",0,0.93,0.9,0,"Yes","No","No","No","No","No" +1291427,74,8,0,0,0,0,2,10,30,43,11,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +2096782,25,8,0,0,5,5,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3139629,30,8,0,0,0,0,0,0,0,0,2,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1510232,14,2,0,0,0,0,1,2,5,5,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3002389,20,2,0,0,0,0,2,47,48,48,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2174137,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1501881,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3276217,5480,4,680,1490,3670,5830,1195,2712,4098,6091,710,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2012263,57,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.92,0,"Yes","No","No","Yes","No","No" +1703888,22,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1602800,131,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1351679,6,8,0,11,22,33,16,18,28,47,8,"No",0,0.92,0.76,0,"No","No","No","Yes","No","No" +2217973,50,4,12,92,176,272,38,117,231,310,32,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1153331,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1736350,7,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +1508001,60,12,0,0,0,0,0,0,3,5,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +3121011,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1953274,6,2,0,3,4,4,0,3,3,3,0,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +2995030,0,8,0,6,9,11,2,6,10,10,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1666476,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1719955,1,8,0,20,46,70,8,20,34,43,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +1841641,116,52,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.85,0,"Yes","No","Yes","No","No","No" +3005418,19,8,15,24,24,42,3,15,29,49,6,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3227113,13,9,0,0,0,3,2,4,8,14,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1991568,2,2,0,19,33,54,3,11,38,62,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1685987,17,8,0,18,36,36,8,19,37,57,16,"No",0,0.97,0.46,0,"No","No","No","Yes","No","No" +2224980,14,10,6,30,51,72,6,21,45,62,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3198340,240,2,0,0,0,0,1,6,9,14,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1444749,20,4,4,30,51,57,4,19,31,41,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1903434,12,8,0,0,0,0,0,0,3,3,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3251281,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2028474,4,9,0,0,1,3,0,2,2,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2983018,10,8,0,0,0,0,0,1,2,3,1,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1823930,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2925599,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1399301,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1417094,19,8,0,25,52,88,8,18,39,56,7,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1306777,3,8,0,0,1,2,0,0,2,3,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +1595061,63,8,0,0,0,2,6,6,7,25,15,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1829532,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2122587,11,8,0,15,31,47,3,13,23,36,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1580546,9,2,0,6,12,18,4,20,26,31,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +2003613,0,8,0,323,576,828,0,0,0,0,38,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +3022370,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2968391,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1466595,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +3126488,14,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1312738,0,8,0,7,10,10,2,3,11,27,8,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","Yes" +2132092,2939,NA,0,0,0,0,663,1317,3268,6274,730,"No",0,-99,-99,0,"No","No","No","No","No","No" +1382171,57,8,3,0,0,0,4,9,13,32,7,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1739474,89,NA,0,0,0,0,2,20,32,47,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2056971,4,2,2,0,2,4,2,3,9,9,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2164211,112,2,14,60,150,243,16,64,118,174,17,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1367810,447,2,74,350,773,1247,246,588,1008,1356,161,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1122168,430,2,98,512,992,1472,239,575,999,1448,205,"No",0,1,0.96,7,"No","No","No","Yes","No","No" +1470194,1278,8,811,0,0,0,299,758,798,936,712,"No",0,0,0.27,0,"No","No","No","Yes","No","No" +1932212,0,2,0,5,7,11,2,4,7,10,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2001575,7,8,0,6,16,28,1,4,7,9,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1768852,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1811447,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1415251,0,2,0,22,42,57,0,0,0,0,0,"No",7,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +3107991,12,2,11,13,26,39,1,10,21,36,2,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2839017,494,8,3,0,0,0,5,11,23,37,6,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3000725,151,8,0,0,0,0,0,15,27,43,7,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1984437,35,14,5,69,109,145,12,62,120,173,18,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1203164,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.17,0.34,0,"No","No","No","Yes","No","No" +1752585,5159,2,1919,17010,28350,42840,4152,12974,22804,22804,2891,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3141547,418,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3109954,18,3,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1849126,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +3263258,25,8,100,100,100,100,0,0,0,0,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1969335,5,2,0,1,5,8,3,4,4,4,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +1437656,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1765842,1598,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1883412,2,2,5,7,7,13,5,5,7,11,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1467044,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3154404,17,8,0,0,0,0,0,0,1,2,3,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1632409,135,12,3,75,225,225,5,37,192,276,44,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2160673,3,3,0,0,0,0,2,2,4,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2994333,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1688761,144,8,2,9,155,307,11,58,277,390,20,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +3094316,739,2,264,312,936,1248,5,47,121,182,113,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +3075363,2,8,0,4,38,38,0,0,0,0,0,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +2217808,226,8,0,0,0,0,12,34,87,140,34,"No",0,0.44,0.53,0,"No","No","No","Yes","No","No" +2152511,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1745035,300,8,30,26,173,263,46,141,286,514,47,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2121821,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +2054162,-1,3,0,950,1779,1779,1,4,4,4,89,"No",0,0.54,0.7,2,"No","No","No","Yes","No","Yes" +1327382,112,8,10,90,220,340,32,117,228,370,32,"No",0,0.93,0.8,0,"No","No","No","Yes","No","No" +1262898,0,2,0,74,101,101,0,0,0,0,0,"No",0,0.3,0.35,0,"Yes","No","Yes","Yes","No","Yes" +2314061,9,2,0,0,0,0,1,2,3,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1967456,108,NA,0,43,88,141,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1858915,21,10,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2131102,15,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +1924807,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +1631631,266,9,0,0,0,0,2,7,11,20,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +3102997,12,NA,0,0,0,0,0,1,3,6,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2170478,35,8,0,5,35,60,12,32,58,85,14,"No",0,0.12,0.1,0,"No","No","No","Yes","No","No" +2040513,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +3090553,363,8,7,0,0,0,15,67,173,242,30,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1523080,-3,8,0,300,300,300,1,4,22,35,2,"No",0,0,0,3,"No","No","No","Yes","No","Yes" +1873455,59,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1249268,1129,8,184,434,944,1365,235,640,1318,2090,248,"No",0,0.89,0.8,0,"No","No","Yes","Yes","No","No" +2093562,25,4,0,11,22,33,7,13,18,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1801738,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +2248348,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2196137,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1124365,2,8,0,0,0,0,3,3,3,3,1,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +3202131,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1222470,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2893084,167,12,48,210,432,630,46,191,407,593,75,"No",0,1,1,0,"No","No","No","Yes","No","No" +1825338,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +2882837,25,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.33,0,"Yes","No","No","Yes","No","No" +2310097,0,2,0,200,200,200,6,6,6,6,67,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +1570103,303,10,0,0,0,0,0,1,6,8,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1581561,0,4,0,4,4,6,0,0,1,3,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1840145,8,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3168610,11,0,0,108,108,108,2,8,17,20,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1267775,10,12,0,96,128,176,9,33,108,140,12,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1721850,4,8,0,0,1,3,1,2,7,8,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1356744,146,8,0,0,0,0,0,2,4,9,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1457836,6,3,0,0,4,4,0,0,0,0,1,"No",0,0.94,0.9,0,"Yes","No","Yes","Yes","No","No" +2264624,1,9,0,3,5,7,0,2,3,5,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +3173755,62,20,0,40,40,80,3,18,84,102,2,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2214553,27,NA,0,0,0,0,8,10,13,13,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2975879,50,2,40,38,114,209,26,100,157,193,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1729364,18,9,0,0,0,4,3,9,19,29,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3038090,7,8,8,94,152,214,46,112,175,242,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1430107,6,9,0,0,0,0,0,0,0,1,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1355918,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +1421937,21,2,0,0,0,16,0,11,18,44,1,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2861941,81,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.74,0,"No","No","No","Yes","No","No" +1448481,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1159820,24,8,0,50,150,250,16,66,89,167,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2974228,722,8,0,0,0,0,0,22,34,74,2,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +2224260,310,2,5,14,98,140,89,265,311,385,34,"No",0,0.36,0.44,0,"No","No","No","Yes","No","No" +3151489,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"Yes","No","Yes","Yes","No","No" +1729459,3,2,0,5,6,7,1,2,4,12,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1128229,24,12,0,0,0,0,7,10,13,22,3,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +3124837,61,52,0,0,0,0,0,0,0,2,2,"No",0,0.66,0.66,0,"Yes","No","No","Yes","No","No" +1817824,4,8,0,377,569,840,66,225,395,567,85,"No",22,0.84,0.89,9,"No","No","No","Yes","No","Yes" +1424417,1,12,0,4,6,6,2,5,5,5,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +2932819,23,8,0,0,0,0,0,6,12,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2154476,-3,8,0,300,300,300,1,2,20,35,5,"No",0,0,0,3,"No","No","No","Yes","No","Yes" +1701289,-1193,12,0,3787,3787,3787,4,15,27,35,30,"No",0,0,0,1267,"No","No","No","Yes","No","Yes" +2170907,4,9,0,0,0,0,0,0,2,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1810005,23,2,0,0,0,24,2,7,13,28,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1505008,58,2,0,40,100,180,19,44,77,87,7,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +1341414,58,0,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +3231340,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2143090,1,8,0,16,24,32,4,11,18,26,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1119739,255,14,0,300,300,300,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","Yes","Yes","No","No" +1251500,18,NA,0,0,60,84,32,56,57,57,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1199285,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1439196,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3121060,96,52,0,0,0,0,3,12,26,68,4,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2056762,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3124147,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2902468,7,8,0,39,59,79,7,23,47,78,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2956055,103,8,30,18,54,90,14,46,103,179,22,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1201260,26,2,0,0,0,0,0,0,2,2,0,"No",0,0.26,0.32,0,"Yes","No","No","Yes","No","No" +3011948,29,12,50,336,480,672,80,243,454,629,128,"No",0,0.99,0.98,52,"No","No","No","Yes","No","No" +1852178,86,2,94,186,332,419,95,251,412,581,55,"No",0,0.96,0.96,2,"No","No","No","Yes","No","No" +3156420,4995,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +3056475,1,5,0,4,6,8,0,2,4,4,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1423911,24,5,0,2,2,2,5,33,47,71,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1128897,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1269024,104,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2925088,594,8,0,0,800,800,92,258,509,820,123,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1711298,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1205606,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1649844,3,8,1,1,1,1,1,5,8,8,1,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","Yes" +3141375,371,8,0,0,0,0,3,14,35,50,5,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1592963,14,8,0,0,0,0,1,7,12,20,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1699859,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2216041,273,8,0,178,422,667,65,242,501,790,96,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +2254742,10,8,0,0,0,0,0,0,2,2,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3183859,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1755564,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1520543,11,8,0,0,0,0,0,4,6,10,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1581755,8,8,0,0,0,0,0,0,0,2,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1839702,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3170270,2,8,0,0,1,2,0,0,1,4,0,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1981287,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2181402,5,8,0,2,5,9,0,2,3,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1403232,45,2,0,0,0,5,3,13,27,42,2,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +2855173,5,9,5,6,12,18,3,10,17,21,0,"No",0,0.94,0.83,0,"Yes","No","Yes","Yes","No","No" +1988371,2,9,0,0,0,1,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1876025,21,8,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1527888,0,4,0,11,13,13,0,0,0,0,0,"No",11,0.89,0.9,0,"Yes","No","No","Yes","No","No" +3192606,7,8,9,0,0,0,1,3,8,14,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3133801,107,2,11,48,136,180,49,94,181,206,26,"No",0,0.79,0.89,0,"No","No","Yes","Yes","No","No" +1626642,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1753794,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +1435003,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +1641394,19,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2902274,215,8,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +3008377,45,NA,0,0,0,0,0,0,1,3,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1151839,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +3133279,70,8,2,41,69,111,17,38,88,152,25,"No",0,0.66,0.66,0,"No","No","No","Yes","No","No" +1824625,16,4,21,23,42,63,8,18,47,76,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1195765,54,2,28,112,280,504,56,166,362,547,28,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +3031482,9,3,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1915072,2,8,0,1,3,4,0,3,6,8,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +2224182,9,2,0,410,410,410,340,665,1053,1447,346,"No",0,1,0.98,1,"No","No","No","Yes","No","Yes" +3161207,18,12,0,0,0,0,2,4,5,10,2,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2276455,2,9,0,0,0,0,1,1,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1496666,1,9,0,35,49,63,10,19,36,60,4,"No",0,0.95,0.89,0,"No","No","No","Yes","No","Yes" +1988234,68,8,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1761832,103,2,5,118,228,393,16,62,193,285,22,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1591471,9,8,0,10,20,30,5,12,24,30,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1189493,0,2,0,104,107,107,0,0,0,0,0,"No",6,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1112200,26,2,0,0,0,0,2,2,2,2,0,"No",0,0.89,0.92,0,"Yes","No","No","Yes","No","No" +2991481,9,11,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1612765,79,2,0,64,96,160,25,66,144,144,15,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3098782,24,30,0,0,30,45,5,16,30,39,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +2012202,6,4,5,1,10,10,4,9,18,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1837904,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1538910,0,4,0,168,168,168,10,36,55,81,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +2827231,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1445391,798,8,0,0,0,0,19,54,262,577,35,"No",0,1,1,0,"No","No","No","Yes","No","No" +1800471,18,2,0,0,0,5,1,4,5,7,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1447148,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3231834,502,9,0,0,0,0,0,2,2,4,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2222489,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2242212,14,2,0,0,0,0,1,2,7,12,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2961247,11,12,0,0,0,0,0,0,0,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1657440,1,8,1,6,11,17,0,4,4,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3193953,329,NA,0,0,0,0,1,1,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1616179,142,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1890926,176,2,19,221,458,670,59,201,410,694,40,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +2214925,157,2,0,0,0,0,8,18,23,47,6,"No",0,0.85,0.77,0,"Yes","No","No","Yes","No","No" +1460680,6063,8,170,1322,3122,3122,99,246,563,868,105,"No",0,0.39,0.52,0,"No","No","No","Yes","No","No" +3252019,0,9,0,10,15,25,3,6,11,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1394485,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1943153,27,2,0,0,0,0,30,37,37,37,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1911480,0,9,0,2,3,4,0,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1552294,0,2,0,4,6,6,0,1,5,7,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2891541,1,NA,0,1,2,2,0,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1560070,11,9,0,0,0,0,1,2,3,5,3,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","No" +1689423,3,8,0,20,20,20,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1725452,19,8,0,0,0,14,3,8,16,22,4,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1700816,10,12,0,45,45,91,8,23,49,64,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +2093281,1,9,0,4,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1390102,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1264904,-44,9,20,180,204,216,94,98,120,166,0,"No",0,0.85,0.83,44,"No","No","No","Yes","No","Yes" +1655268,375,52,0,0,0,0,2,9,33,46,17,"No",0,1,1,0,"Yes","No","No","No","No","No" +1774912,5445,NA,0,0,0,0,19,20,20,21,5,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1212277,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2139948,35,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1132107,1088,2,0,0,0,0,9,22,54,101,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1872694,1,8,0,4,4,8,2,5,11,11,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","Yes" +3113630,18,8,0,0,0,0,0,0,0,2,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1146997,4,8,2,12,26,33,4,12,20,33,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1655267,11,8,0,32,32,32,5,20,32,49,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2297800,1,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2223359,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1953680,28,2,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1424045,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2831141,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1183572,377,8,0,0,0,0,4,6,25,35,4,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +2073980,5,2,0,7,9,9,3,3,3,3,1,"No",0,0.58,0.57,0,"Yes","No","Yes","Yes","No","Yes" +2941380,93,8,0,174,300,480,43,138,276,404,46,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +2092250,166,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3248092,49,8,0,0,21,63,3,6,53,70,0,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +3049241,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1538532,278,8,0,0,0,526,30,103,225,365,31,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +3221998,33,2,0,0,0,0,2,2,4,8,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2214125,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2869881,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1935921,11,2,0,0,0,0,1,1,1,4,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2138740,0,2,0,4,7,7,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","Yes" +1156867,14,8,0,0,0,0,0,0,0,1,1,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +2998159,2,8,0,0,0,1,0,0,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1349727,31,9,0,0,0,0,0,2,2,2,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2313055,0,8,0,8,8,8,0,0,0,0,4,"No",0,0.78,0.71,0,"Yes","No","Yes","Yes","No","Yes" +2968912,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2128708,3,8,2,0,3,5,1,6,10,18,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1552525,1,2,1,6,6,6,3,5,5,5,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +1254864,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1195531,15,4,0,7,14,14,2,5,13,19,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3147309,492,8,107,336,696,1056,101,370,769,1151,124,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1713396,18,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1817207,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2221839,0,4,0,8,8,8,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2956068,4,2,0,2,2,2,1,1,1,1,1,"No",0,0.57,0.67,0,"Yes","No","Yes","Yes","No","No" +2004297,13,8,0,0,0,0,0,1,1,2,0,"No",0,0.48,0.57,0,"Yes","No","No","Yes","No","No" +1481819,5,2,0,0,1,2,0,2,4,4,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1251275,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +2960691,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2913810,2,12,0,14,20,26,1,4,7,12,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2182857,19,8,5,403,675,947,85,280,522,779,90,"No",0,0.41,0.58,8,"No","No","No","Yes","No","Yes" +2004451,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1778972,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1755951,1,9,2,7,9,11,0,5,7,11,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1704522,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2975428,33,8,0,0,24,48,7,12,17,30,4,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3025715,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1686971,2,2,0,42,63,84,13,26,40,59,2,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +2121776,17,8,0,0,0,0,0,1,5,7,8,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3038453,13,8,8,16,24,32,1,12,24,34,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1336509,7,8,0,5,10,15,0,5,9,19,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1906692,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +3180961,42,4,0,0,0,0,0,0,1,1,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1422307,74,8,100,0,100,100,19,52,114,178,25,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3077695,21,2,0,0,12,24,2,6,18,22,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1838486,1,2,0,0,0,0,0,0,0,3,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +3114668,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2065117,8,4,0,0,0,0,0,1,3,5,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3281529,20,8,0,95,95,95,0,0,0,0,0,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +3212264,15,9,5,0,7,14,1,7,16,25,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2864121,5,2,0,9,11,11,0,0,0,0,0,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +1267472,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2046975,250,8,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1117924,2,3,0,0,0,0,0,0,0,0,2,"No",0,0.79,0.8,0,"No","No","No","Yes","No","Yes" +1915655,9,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1507424,2,8,0,1,3,4,0,2,3,5,4,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1745163,254,8,15,0,250,250,43,123,235,320,62,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1625681,5,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.85,0,"No","No","Yes","Yes","No","No" +2121127,0,2,4,6,14,18,3,7,12,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3006535,8,8,0,11,21,31,6,14,29,44,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1681782,30,2,0,0,20,40,6,16,23,29,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1567763,0,8,0,44,91,139,0,0,0,0,0,"No",0,0.78,0.89,0,"No","No","No","Yes","No","Yes" +1476055,-24,12,5,191,224,333,20,147,421,504,32,"No",0,0.23,0.43,26,"No","No","Yes","Yes","No","Yes" +2809614,4,2,0,18,27,36,2,7,17,27,2,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +3070475,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"Yes","No","No","Yes","No","No" +1857413,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3210364,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3224222,5,8,0,31,31,31,120,128,134,137,3,"No",0,0.98,0.96,20,"No","No","No","Yes","No","No" +1208699,3,9,0,0,0,0,0,0,0,3,1,"No",0,0.67,0.8,0,"No","No","Yes","Yes","No","No" +2204159,2,8,0,0,0,0,1,1,2,3,0,"No",0,0.95,0.79,0,"Yes","No","No","Yes","No","No" +3018918,8,8,0,4,4,8,0,2,8,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1162442,33,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3040026,0,8,0,5,5,5,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1409593,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +1910614,-1,8,0,14,17,21,44,46,58,74,2,"No",0,0.95,0.96,1,"No","No","No","Yes","No","Yes" +1724904,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2091584,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.92,0,"Yes","No","No","Yes","No","No" +1415015,12,8,0,80,128,156,11,51,94,137,15,"No",4,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1180593,68,8,0,48,48,48,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2213177,4,8,0,0,0,1,0,1,5,8,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2263228,6,9,0,0,0,0,0,1,1,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1154365,0,2,0,40,40,40,0,0,0,0,0,"No",0,1,0.75,0,"Yes","No","No","Yes","No","No" +1628946,2,8,0,12,18,24,0,6,14,19,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1819639,499,8,19,1080,2220,3180,292,1083,2174,3377,254,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +2286154,0,8,0,10,18,26,2,8,18,25,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1638840,5,8,0,2,3,7,0,7,9,21,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2219699,0,2,0,7,7,8,0,0,0,0,0,"No",0,0,0.14,0,"Yes","No","No","Yes","No","Yes" +2065028,3,8,0,10,10,20,3,8,8,10,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +3086922,1,12,0,0,4,4,0,0,1,1,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +3218793,371,8,35,327,327,654,75,187,389,594,73,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1185606,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1209114,211,8,9,0,162,243,47,107,215,305,54,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1471540,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1611397,334,8,101,600,1100,1700,132,534,1055,1643,179,"No",0,1,1,0,"No","No","No","Yes","No","No" +2018097,112,12,0,0,0,0,1,4,41,58,3,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2153960,13,4,0,0,0,0,0,0,0,1,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3061065,14,8,0,0,2,4,41,55,62,125,0,"No",0,0.47,0.31,0,"No","No","No","Yes","No","No" +1540809,15,3,0,0,0,16,2,3,9,13,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2912958,10,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1402441,107,NA,0,0,0,0,0,4,6,10,17,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1510028,0,8,0,3,4,6,2,2,3,3,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1362543,31,2,0,33,33,33,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2948467,1,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1983443,10,8,0,0,0,0,0,0,3,3,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2005941,5,2,0,5,15,20,9,13,21,28,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1642985,91,8,59,0,48,48,19,55,120,186,22,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1123615,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2809247,162,8,8,0,200,200,12,50,108,182,30,"No",0,1,1,0,"No","No","No","Yes","No","No" +1732717,30,2,0,0,0,0,3,4,10,20,1,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +1871064,732,8,140,347,822,1140,373,943,1309,1967,176,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1273287,45,12,10,151,367,367,34,86,181,270,44,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +2095233,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +2189687,0,2,0,8,14,16,0,0,0,0,0,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","Yes" +1663463,10,2,0,8,24,32,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1144865,23,12,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1807649,49,2,0,0,0,0,1,1,1,1,0,"No",0,0.59,0.78,0,"Yes","No","No","Yes","No","No" +1606822,8,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2282498,0,8,0,43,43,43,2,8,26,38,10,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","Yes" +1797741,4,2,0,9,9,9,2,3,8,12,0,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +1531380,1,8,0,18,27,36,8,9,22,30,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1522538,10,8,0,0,0,0,0,1,1,1,2,"No",0,0,0.36,0,"Yes","No","No","Yes","No","No" +2952798,3,2,0,2,2,2,4,4,4,4,0,"No",0,0.78,0.75,0,"Yes","No","Yes","Yes","No","No" +1903120,42,8,1,28,58,88,3,22,54,85,17,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3007842,147,8,0,0,0,0,5,14,31,44,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2129242,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","Yes","Yes","No","No" +1698104,3,8,0,0,2,4,1,2,5,7,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1764039,10,12,0,0,0,0,1,1,2,3,1,"No",0,0.93,0.95,0,"No","No","Yes","Yes","No","No" +1164555,0,8,0,15,15,15,3,7,7,9,1,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +1165975,257,2,0,40,80,120,22,78,130,190,22,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3043362,2,8,0,1,2,3,0,1,2,3,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1408786,1,12,0,1,1,2,0,0,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2291822,2,8,0,4,7,9,2,6,8,9,8,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +2172634,4,2,0,4,9,13,4,6,6,6,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1464993,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2924242,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2258014,0,5,0,14,23,24,0,0,0,0,0,"No",0,0.65,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1913246,0,2,0,56,56,56,0,0,0,0,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2925182,0,2,0,2,2,2,0,0,0,1,0,"No",0,0,0.02,0,"No","No","No","Yes","No","Yes" +2210035,20,3,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +3142464,5,8,0,0,0,1,0,0,3,4,1,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +3003940,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1860326,4,8,0,0,0,0,0,0,2,2,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2903491,71,8,0,150,210,360,40,118,223,324,36,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1837875,32,2,0,24,84,132,12,31,76,116,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1158425,8,8,0,0,0,0,0,1,1,2,0,"No",0,0.62,0.81,0,"No","No","No","Yes","No","No" +1185624,173,8,0,0,0,0,0,1,5,12,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1285622,7,4,0,0,0,0,0,1,1,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2891942,349,8,92,308,588,1036,134,372,768,1184,265,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2136627,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1406796,4,12,4,44,76,104,16,38,80,129,15,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +1865448,1131,9,0,0,0,0,21,356,422,900,48,"No",0,0.69,0.86,0,"No","No","No","Yes","No","No" +1941954,5,4,2,2,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3015614,78,8,0,0,0,0,5,11,20,30,2,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +3218221,2,2,0,4,6,10,3,4,7,11,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3031554,115,2,114,100,200,300,69,219,362,482,62,"No",0,0,0.1,0,"No","No","No","Yes","No","No" +1939351,121,8,4,123,267,549,60,277,561,731,72,"No",54,0.85,0.76,0,"No","No","No","Yes","No","No" +2942206,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +3070973,2,2,0,5,10,15,3,9,20,28,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3107592,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1771495,0,12,0,8,12,16,1,5,8,13,3,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1648776,660,8,20,0,800,800,80,266,526,870,83,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1459709,1,12,0,3,6,8,0,3,4,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1426535,1,NA,0,0,0,0,2,10,19,25,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2267986,67,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3084003,447,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1458677,7,12,0,0,0,0,0,1,4,10,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1831694,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"Yes","No","No","No","No","No" +1172789,-1,12,0,4,6,7,2,4,6,8,2,"No",0,0.93,0.89,1,"No","No","No","Yes","No","Yes" +1288614,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +2075784,11,4,0,0,0,0,0,0,0,2,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2084544,187,8,15,0,0,0,12,41,75,110,18,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1472937,11,2,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1689538,46,8,8,69,105,168,25,54,101,168,24,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2986284,9,4,0,6,12,24,0,4,13,15,2,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +1548794,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1466164,19,13,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +2229467,101,NA,0,0,0,0,0,0,1,4,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2865283,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2068924,11,2,0,23,52,89,10,20,48,69,2,"No",0,0.59,0.56,0,"No","No","No","Yes","No","No" +1723524,2,8,0,0,0,4,0,1,1,1,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +3259601,7,8,0,0,0,0,0,0,0,2,0,"No",0,0.69,0.91,0,"No","No","No","Yes","No","No" +1215373,44,2,0,0,0,0,0,8,40,59,2,"No",0,0.87,0.71,0,"No","No","Yes","Yes","No","No" +1930423,0,8,0,14,20,26,2,15,28,39,0,"No",0,0.61,0.57,0,"No","No","No","Yes","No","Yes" +3148422,-3,8,0,8,8,10,1,1,6,9,3,"No",0,0.26,0.37,3,"No","No","No","Yes","No","Yes" +3196802,2,8,0,0,0,1,0,1,1,1,1,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1704657,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1684064,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1251094,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","Yes","Yes","No","Yes" +1718221,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3129540,60,2,27,176,356,556,61,177,323,451,25,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2207960,304,2,0,0,0,0,10,47,81,115,23,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +3030728,0,8,0,4,7,7,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","Yes" +1599029,2510,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1970836,13,8,2,1,1,1,3,3,4,9,1,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +1900706,19,2,0,10,20,30,14,44,74,95,2,"No",0,0.22,0.22,0,"Yes","No","No","Yes","No","Yes" +1829070,98,0,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +1641531,7,8,0,6,12,18,2,10,17,29,11,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +2277883,406,4,21,41,193,345,46,182,365,639,59,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2829456,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1715225,140,2,26,137,335,489,32,101,265,496,55,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +1460439,112,2,8,40,120,160,36,108,198,288,25,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2004041,11,4,0,0,50,50,9,19,44,50,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1598693,199,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1301216,4,52,0,0,0,0,1,3,5,10,0,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1387430,46,8,20,178,368,558,0,95,145,216,43,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1422233,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2017773,5,9,7,7,17,27,2,5,11,12,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3098275,0,NA,0,0,0,0,0,0,0,8,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1895301,6,4,0,0,0,0,0,2,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1468047,305,2,125,453,886,1249,170,458,936,1529,131,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1369698,6,2,12,108,158,233,19,73,148,190,10,"No",0,0.44,0.44,0,"No","No","Yes","Yes","No","Yes" +1729688,75,16,23,25,45,65,13,33,74,110,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2999210,-10,8,0,27,36,45,5,11,23,32,15,"No",0,0.77,0.76,10,"No","No","No","Yes","No","Yes" +1195374,5,8,0,20,29,47,8,25,48,63,2,"No",0,0.77,0.74,0,"No","No","No","Yes","No","Yes" +1215477,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2005291,0,52,0,0,0,0,0,1,4,4,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1582037,8,2,0,0,0,4,1,7,10,11,2,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1231047,5,4,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1793992,1007,NA,1030,0,0,0,1959,5092,9690,17705,973,"No",0,-99,-99,0,"No","No","No","No","No","No" +1815406,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2169138,664,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2171701,54,2,0,0,0,0,0,0,2,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2125214,50,8,0,0,0,0,0,1,5,6,2,"No",0,0.07,0.24,0,"No","No","No","Yes","No","No" +1217780,81,NA,0,0,0,0,20,303,447,531,183,"No",0,-99,-99,0,"No","No","No","Yes","Yes","No" +1128543,358,8,7,840,1064,1288,408,1306,1893,2788,696,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2928365,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1250642,85,2,0,0,0,0,5,28,45,59,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3137603,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2888979,3,2,0,4,4,4,0,0,0,0,0,"No",0,0.96,0.9,0,"Yes","No","No","Yes","No","No" +1804879,49,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.16,0,"No","No","No","Yes","No","No" +1835124,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1422404,0,12,0,24,48,60,3,20,38,51,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1573574,175,9,0,0,60,120,10,35,92,142,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2965342,9,2,0,0,0,0,0,1,1,1,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2901126,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","Yes" +1699812,9,8,0,0,0,0,0,2,5,7,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1349513,205,8,13,88,264,352,61,165,344,569,72,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1206632,145,4,0,0,0,0,0,1,4,6,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1629016,75,2,1,32,56,80,9,27,52,95,18,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3076984,98,NA,0,0,0,0,0,2,7,13,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1130488,3,3,0,16,24,32,6,13,24,34,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1379580,33,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1351727,-204,8,0,1501,2419,3301,252,949,1777,2840,198,"No",0,0.14,0.14,279,"No","No","Yes","Yes","No","Yes" +1475856,723,8,0,0,0,0,0,0,4,10,3,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1918305,68,2,0,0,0,0,0,7,15,24,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2894246,39,8,1,47,47,73,6,27,51,89,18,"No",0,0.78,0.8,0,"No","No","No","Yes","No","No" +2908751,7,16,0,0,0,0,0,0,1,2,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1996566,174,12,0,544,1020,1528,169,546,1066,1545,11,"No",0,0.63,0.72,1,"No","No","No","Yes","No","Yes" +1889587,1,9,0,2,3,4,2,3,4,5,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","Yes" +1565549,17,8,0,47,71,119,10,22,35,42,0,"No",0,0.65,0.64,0,"No","No","No","Yes","No","Yes" +2855753,9,8,0,27,42,57,3,16,37,51,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2805435,1,9,0,0,0,0,1,2,10,16,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +3176345,1,NA,0,0,0,0,0,0,0,0,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1246510,1,2,2,4,6,10,3,8,9,10,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +2027103,24,2,0,0,0,0,0,0,2,2,2,"No",0,0.93,0.83,0,"Yes","No","Yes","Yes","No","No" +3015329,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1157869,452,8,0,0,0,0,69,107,177,256,28,"No",0,-99,-99,0,"No","No","No","No","No","No" +1663966,4,2,0,10,20,30,3,16,32,44,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2281867,10,8,0,0,15,20,1,8,11,19,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1480677,188,8,0,0,0,0,3,8,22,34,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1641735,24,8,0,48,78,102,14,33,84,119,12,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1981767,35,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2088291,17,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1464543,123,12,76,225,375,450,11,109,358,453,63,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2223151,2,3,0,0,2,3,0,1,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2105739,598,8,48,826,1637,2448,140,664,2046,2780,157,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1133307,3,8,0,0,1,1,1,2,2,2,0,"No",0,0.51,0.75,0,"No","No","No","Yes","No","Yes" +1986506,15,2,0,0,1,1,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1291370,149,8,0,0,0,0,1,1,2,3,1,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +2153473,20,2,0,0,0,0,0,0,0,0,1,"No",0,0.4,0.29,0,"Yes","No","No","Yes","No","No" +1508837,161,12,84,448,936,1444,162,567,1088,1561,11,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1386566,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2041164,325,2,25,192,576,768,86,289,665,995,97,"No",0,1,1,0,"No","No","No","Yes","No","No" +3092618,174,52,0,0,0,0,0,4,4,4,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1303788,5,9,0,0,0,0,0,0,1,3,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1353897,22,12,0,32,40,56,4,17,35,61,0,"No",0,0.98,0.61,0,"No","No","No","Yes","No","No" +2071671,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1994862,10,NA,0,0,0,0,1,2,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1382964,252,8,159,300,650,950,129,424,837,1327,153,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +3247414,12,8,0,10,20,20,3,8,13,24,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1141088,-28,9,0,86,121,149,32,63,94,107,24,"No",0,0.69,0.68,28,"No","No","No","Yes","No","Yes" +1719761,64,17,15,48,48,93,12,40,101,148,21,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1560381,0,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1451258,0,4,0,75,75,75,0,3,3,10,0,"No",0,0.96,0.88,0,"Yes","No","No","Yes","No","Yes" +3010617,317,4,22,0,0,0,25,29,30,38,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2150895,3,12,0,0,0,0,0,0,5,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1781914,5,8,2,10,19,30,5,18,38,53,3,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +3219480,4,8,0,5,5,6,2,2,8,9,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3158911,11,8,0,0,0,0,4,6,11,22,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1492311,36,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1934799,28,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1930117,169,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1721987,131,8,27,48,96,168,26,79,170,277,34,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1975991,217,8,206,0,184,368,54,225,483,768,81,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1321016,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2049744,5,8,0,0,0,0,0,1,3,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1520479,235,NA,20,0,0,0,955,1777,1780,1780,834,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3011734,28,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3268747,28,9,0,0,0,0,4,6,10,19,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1544377,5,2,18,90,234,342,31,90,219,320,36,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1610752,13,12,0,0,0,20,0,1,20,21,1,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1398512,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2114073,1,8,0,12,12,12,0,0,1,1,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1827395,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3140099,7,8,0,15,15,15,1,8,12,17,0,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +1945050,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1754757,1,8,0,1,2,2,2,2,3,5,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +3046560,4,2,0,0,0,0,0,0,0,2,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1262423,213,8,16,0,14,70,15,76,200,364,25,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1330616,70,8,8,15,49,81,8,23,66,102,19,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1621869,23,8,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1213187,0,12,3,15,24,36,1,11,22,35,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1611471,5000,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2958081,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1158994,13,2,0,18,18,18,29,93,215,317,36,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3025058,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +3039569,748,8,0,700,700,700,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1405537,83,NA,0,0,0,0,7,41,92,161,13,"No",0,-99,-99,0,"No","No","No","No","No","No" +1165011,27,2,0,60,60,120,20,53,72,137,0,"No",0,0.67,0.8,0,"No","No","No","Yes","No","Yes" +2285568,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1480207,4,12,0,0,0,0,1,1,2,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1779436,24,8,0,0,0,0,0,0,0,18,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2143545,3,8,0,24,40,56,10,25,40,49,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1887505,11,2,0,0,0,0,2,3,3,3,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1140997,347,2,0,250,500,500,25,99,291,453,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1752212,18,9,0,0,0,0,0,0,2,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1550134,23,8,0,0,0,0,4,5,7,8,1,"No",0,0.69,0.57,0,"Yes","No","No","Yes","No","No" +1800973,5,3,12,20,20,32,8,19,36,38,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +1523275,7,0,1,0,2,2,0,0,5,10,0,"No",0,0.93,0.86,0,"No","No","No","No","No","No" +3110587,37,8,0,0,0,0,4,8,19,30,0,"No",0,0.12,0.12,0,"No","No","No","Yes","No","No" +2123279,297,8,0,0,0,0,19,39,100,200,23,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1532858,2,4,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1463229,41,8,0,0,0,0,4,9,17,22,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1302541,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.88,0,"No","No","No","Yes","No","Yes" +3124510,792,16,0,0,0,0,11,16,26,54,21,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +1990219,42,8,0,0,0,0,7,23,47,72,2,"No",0,0.95,0.92,0,"No","No","Yes","Yes","No","No" +1204090,12,12,0,0,0,0,0,0,1,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1430307,30,11,0,14,68,95,11,24,72,97,4,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +3159636,15,17,0,0,20,20,0,6,10,16,1,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +2852131,0,8,0,42,62,90,0,2,2,2,0,"No",0,0.66,0.64,4,"No","No","No","Yes","No","Yes" +1400524,11,12,0,2,2,2,0,0,0,0,1,"No",2,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2308047,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1284418,50,12,0,0,0,0,4,9,21,42,5,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2826531,75,4,0,34,78,111,10,49,93,143,22,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2144709,241,8,48,224,416,640,39,129,475,809,331,"No",0,0.08,0.08,0,"No","No","No","Yes","No","No" +2910556,5,4,1,2,2,2,0,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1862680,2,8,0,3,5,8,1,3,6,7,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1862586,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1991779,4435,8,74,0,0,0,226,739,1643,2575,282,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3027956,12,12,0,0,0,0,1,2,9,10,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1305651,5,10,0,0,0,0,1,1,1,2,1,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1449873,1,12,0,3,3,4,1,5,8,10,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3215089,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3016624,38,8,120,48,120,120,21,75,146,230,34,"No",0,0.94,0.81,0,"No","No","No","Yes","No","No" +1122744,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2967792,3,2,21,1059,1677,2541,378,700,1140,1411,112,"No",0,0.55,0.74,0,"No","No","No","Yes","No","Yes" +3202187,323,2,175,300,750,1200,154,593,1164,1591,177,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1112054,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.71,0,"No","No","No","Yes","No","No" +1538381,30,8,6,20,72,125,13,37,87,119,9,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1685505,25,12,0,24,54,84,12,35,64,94,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1642508,4976,NA,0,0,0,0,22,63,117,176,21,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2995022,28,8,0,0,0,0,1,3,4,5,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1281805,28,2,0,14,14,14,0,0,0,0,3,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3075417,59,8,0,0,0,0,0,0,0,0,3,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +2244751,20,8,0,0,0,0,0,0,2,3,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +2191700,15,8,0,12,12,24,3,11,28,46,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1692009,4,2,0,3,4,5,3,5,5,5,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1939236,6,8,0,8,22,36,2,9,19,30,2,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1856578,12,9,0,0,0,0,0,1,2,4,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1599754,113,8,60,0,0,0,1,97,97,97,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +3179326,631,8,0,0,0,0,7,28,56,95,22,"No",0,0.21,0.6,0,"Yes","No","No","No","No","No" +1857985,12,2,0,12,24,36,8,19,27,37,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1217991,0,2,0,144,144,276,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1520597,88,8,55,97,188,325,35,118,237,360,28,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2159656,37,4,0,0,0,0,1,1,2,2,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1897937,2,8,0,0,0,0,0,0,0,3,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +3084184,1569,12,0,0,0,0,0,0,0,0,2,"No",0,0.74,0.69,0,"No","No","No","Yes","No","No" +1547938,4,9,0,0,0,1,0,1,4,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1774428,4,2,0,50,50,50,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +1836796,582,8,94,765,1065,1365,238,639,1217,1860,303,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +2175480,81,8,9,47,73,97,4,20,44,85,16,"No",0,0.91,0.95,0,"No","No","Yes","Yes","No","No" +1665300,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1916469,304,8,125,625,1125,1500,131,455,840,1405,160,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2221882,7,2,0,0,0,0,0,1,3,4,0,"No",0,0.88,0.66,0,"Yes","No","No","Yes","No","No" +1284348,0,8,0,3200,3200,3200,0,0,0,0,6,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2239423,110,8,0,0,35,175,10,48,179,233,12,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +1459521,3,4,0,0,2,4,0,0,4,7,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1310341,44,8,0,0,0,0,1,5,10,15,9,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +3136167,570,8,6,0,0,0,27,120,246,362,49,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2231622,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3126305,0,8,0,2,2,2,0,0,0,4,1,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +2012442,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2133861,59,8,17,13,13,36,1,27,54,87,21,"No",0,0.72,0.67,0,"No","No","Yes","Yes","No","No" +3044871,12,8,0,0,0,0,0,0,2,2,0,"No",0,0.66,0.85,0,"No","No","No","Yes","No","No" +2868011,76,4,0,0,0,0,1,11,11,11,2,"No",0,0.56,0.58,0,"Yes","No","No","Yes","No","No" +1662291,178,8,41,120,210,270,57,168,354,565,93,"No",0,0.62,0.68,0,"No","No","No","Yes","No","No" +1873856,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1435212,1,8,0,2,3,4,2,3,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1351199,9,12,9,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1650191,0,2,0,6,9,9,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +1405928,34,6,0,0,0,0,2,12,31,50,23,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2893599,5,9,0,0,0,0,0,0,0,1,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1240108,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2249158,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1848547,14600,52,0,0,0,0,0,10,25,42,0,"No",0,0.59,0.78,0,"Yes","No","No","No","No","No" +1822416,99,2,0,0,0,0,25,526,526,526,0,"No",0,0.69,0.72,0,"Yes","No","No","Yes","No","Yes" +1771079,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +1807822,4,8,0,0,0,1,0,1,3,6,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1464900,7,8,0,0,0,0,0,0,1,2,2,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2063379,17278,8,0,0,0,0,25,102,177,304,13,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1522268,0,9,0,390,567,641,0,0,0,0,28,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","Yes" +1359419,8,8,0,55,87,119,14,41,129,158,20,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1432275,3961,13,290,4000,6000,9000,921,2714,5624,10444,1182,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1278605,9,2,0,0,0,0,0,0,0,0,2,"No",0,0.8,0.68,0,"Yes","No","Yes","Yes","No","No" +1116334,69,17,0,0,0,0,0,2,2,3,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3102626,170,8,13,149,321,461,59,241,594,981,60,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1486009,70,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3127425,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2123439,-29,8,0,818,1282,1769,139,469,1012,1510,169,"No",18,0.45,0.69,29,"No","No","Yes","Yes","No","Yes" +2062849,49,8,0,0,0,0,0,0,4,5,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3013385,77,2,0,0,0,0,6,13,26,29,0,"No",0,0.72,0.63,0,"No","No","Yes","Yes","No","No" +1289074,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.8,0,"No","No","No","Yes","No","No" +1495983,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +2312958,9,8,0,0,0,0,1,1,1,3,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1332734,18,12,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1925272,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +3159094,122,4,0,0,7,49,13,50,108,141,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3019651,35,2,4,64,64,96,17,46,84,134,17,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1296526,33,8,0,0,0,0,1,3,4,5,0,"No",0,0.59,0.66,0,"No","No","No","Yes","No","No" +1948970,8,0,0,0,0,0,0,1,5,7,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3279797,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.94,0,"No","No","Yes","Yes","No","No" +1132769,75,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1360244,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1930208,789,2,121,800,1850,2900,372,1218,2373,3408,433,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1686789,8,8,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2004928,140,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1557945,10,2,0,10,24,43,3,11,23,43,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +1913868,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2218721,197,8,0,360,480,600,82,226,386,581,122,"No",0,0.95,0.93,0,"No","No","Yes","Yes","No","No" +2202949,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2869062,1,8,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1674285,0,2,0,12,21,25,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","Yes","Yes","No","No" +1827840,27,NA,0,0,0,0,2,7,17,30,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2028865,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1412300,0,NA,0,0,0,0,2,16,38,56,2,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1679917,0,8,5,30,45,75,11,29,48,60,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1567421,15,2,0,0,0,0,0,0,0,4,0,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +1196216,10,12,0,11,27,35,1,6,13,32,0,"No",0,0.1,0.16,0,"No","No","No","Yes","No","No" +2143870,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2106166,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1123226,2,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1732151,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1999469,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2297832,0,8,0,520,520,630,0,0,0,0,25,"No",0,0.88,0.65,0,"Yes","No","Yes","Yes","No","No" +1247953,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1706943,0,8,7,14,23,32,1,7,17,33,0,"No",0,0.85,0.91,0,"No","No","No","Yes","No","No" +2807406,18,2,26,32,72,104,8,31,54,89,11,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2982999,12,14,0,0,0,0,0,1,2,4,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1749562,38,2,0,12,24,48,1,13,29,40,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1289273,85,4,103,42,103,159,5,7,7,7,11,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2294002,3830,8,0,0,0,0,6,45,84,124,13,"No",0,0.5,0.85,0,"No","No","Yes","Yes","No","No" +2990760,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","Yes" +2208789,38,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1573462,7,2,0,0,1,1,0,1,1,1,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +1764162,159,8,0,0,64,128,10,49,105,166,39,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2126273,13,8,0,0,0,0,0,0,1,1,3,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2311616,59,2,0,0,0,0,1,4,4,11,2,"No",0,0.75,0.39,0,"Yes","No","No","Yes","No","No" +1543542,39,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1306640,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1867915,2,2,0,17,31,43,13,31,46,83,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1708409,0,2,0,27,30,30,0,0,0,0,0,"No",23,0.85,0.59,0,"Yes","No","Yes","Yes","No","Yes" +2806078,60,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1613979,60,NA,24,0,0,0,200,640,1065,1517,128,"No",0,-99,-99,2,"No","No","No","No","No","No" +2999529,4,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2861867,7,8,8,24,52,72,9,37,66,93,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1988087,211,12,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.61,0,"No","No","No","Yes","No","No" +2809962,43,8,0,0,30,30,3,8,23,62,0,"No",0,0.71,0.51,0,"No","No","Yes","Yes","No","No" +3019554,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1983092,434,8,0,0,0,0,1,2,2,2,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1515579,86,9,0,0,0,210,6,20,46,57,10,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1824312,11,8,0,0,0,0,0,6,8,10,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1218376,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","No" +1983606,0,8,0,12,12,12,2,4,5,8,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1403130,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2080162,0,2,0,137,218,264,0,0,0,0,17,"No",0,0.96,0.86,0,"No","No","No","Yes","No","Yes" +2307365,2,8,0,36,54,72,5,21,36,63,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3156755,8,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +2030626,3,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1382840,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1342687,17,3,0,10,40,60,3,16,46,80,0,"No",0,0.3,0.32,0,"No","No","No","Yes","No","Yes" +1531824,2,2,0,2,3,3,2,2,2,2,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +2952865,24422,52,2,0,0,0,12,52,112,172,31,"No",0,0.99,0.98,0,"Yes","No","No","No","No","No" +3104366,0,2,0,2,2,2,2,2,2,2,1,"No",0,0.79,0.61,0,"No","No","No","Yes","No","Yes" +3065331,1744,NA,0,0,0,0,15,52,138,213,40,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3167917,14,12,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1898735,584,8,0,0,0,0,4,20,47,73,0,"No",0,0.2,0.65,0,"No","No","No","Yes","No","No" +1704809,45,8,0,34,34,34,10,20,44,68,4,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1782830,0,9,0,3,3,4,0,0,3,3,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1247271,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1809767,263,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2148701,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2993614,199,2,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1793381,5,2,0,0,0,0,3,4,4,4,0,"No",0,1,0.94,0,"Yes","No","No","Yes","No","Yes" +2096925,729,12,44,532,1066,1600,162,582,1215,1872,114,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2071654,2,8,0,5,7,11,1,4,4,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1552707,54,8,0,0,0,0,4,12,29,59,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2074818,763,8,12,0,204,408,93,316,681,904,122,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +3237378,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.8,0,"No","No","No","Yes","No","No" +3068097,2,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1281356,74,8,10,14,56,112,14,40,87,140,23,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +2816022,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1310365,22,2,0,11,48,80,1,5,6,6,0,"No",0,0.82,0.87,0,"No","No","Yes","Yes","No","Yes" +3054236,8,4,15,4,12,20,12,26,31,33,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1935642,3,12,0,1,4,6,0,2,3,6,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1715625,23,2,0,0,0,0,0,1,2,9,1,"No",0,0.78,0.81,0,"Yes","No","No","Yes","No","No" +2144876,7,0,0,0,0,0,0,10,11,11,0,"No",0,-99,0,0,"No","No","No","No","No","No" +1291538,1,8,0,4,8,12,0,5,6,9,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2271927,2,8,0,30,60,90,11,35,59,78,8,"No",0,0.76,0.85,0,"No","No","No","Yes","No","Yes" +1194705,113,5,52,172,374,552,51,184,401,620,42,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3139794,82,8,20,20,45,65,16,36,68,127,32,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3022787,17,2,0,0,32,32,2,4,14,20,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2255869,157,4,41,0,0,0,138,305,427,564,3,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2229143,6,8,0,137,212,261,46,115,220,336,77,"No",8,0.76,0.84,2,"No","No","No","Yes","No","Yes" +2867252,26,8,0,0,0,0,0,0,0,1,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1277843,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1701838,0,8,0,184,230,230,0,0,0,0,5,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2263894,53,8,19,64,112,160,18,63,113,181,21,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2196932,96,2,0,0,0,0,6,24,41,52,0,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +1531851,6,NA,0,0,0,0,0,3,9,11,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2134357,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1961489,0,2,0,102,138,138,0,0,0,0,0,"No",0,0.93,0.8,0,"Yes","No","No","Yes","No","Yes" +1858394,480,12,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1174686,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.83,0,"Yes","No","No","Yes","No","No" +1261525,5,9,0,0,1,2,0,2,3,4,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2038133,2,8,1,1,2,4,0,1,2,3,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1862960,2,8,0,1,1,1,2,5,7,9,1,"No",0,0.36,0.29,0,"No","No","No","Yes","No","Yes" +2057966,416,8,0,0,0,0,0,0,5,8,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1715788,5,8,0,0,0,0,1,5,10,16,3,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2989084,6,2,0,1,1,1,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +2884073,54,9,0,71,145,248,20,62,211,252,22,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2266767,6,2,0,0,0,0,0,0,0,2,0,"No",0,0.66,0.77,0,"Yes","No","No","Yes","No","No" +2983666,8,2,0,0,0,0,5,20,39,62,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1415966,14,8,6,6,12,18,1,8,11,14,9,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +1254233,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1715356,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2948227,646,8,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1313927,16,8,0,0,0,0,5,8,9,11,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1630103,3248,2,1000,6000,14000,21000,372,3551,6910,10900,967,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1780466,5,8,10,0,10,25,2,10,17,23,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1360671,18,2,0,0,0,0,122,338,443,457,0,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +1872015,8,2,4,16,36,60,9,22,46,67,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1192155,5,8,0,0,2,4,1,3,9,10,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1769701,1057,8,1300,2474,6454,11054,1105,4106,8999,12714,768,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2083795,12,4,4,7,15,23,1,5,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2986461,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1198614,1,9,0,1,2,2,1,1,2,2,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1600754,2,2,0,1,3,5,0,4,4,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1759561,8,4,8,10,21,39,0,0,0,0,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2226744,10,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3234294,3,2,0,14,21,35,3,12,27,31,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1978488,20,12,0,0,0,0,0,0,1,1,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1541706,-15,8,0,160,228,334,32,135,237,305,23,"No",12,0.98,0.98,18,"No","No","No","Yes","No","Yes" +3047473,180,8,59,684,1404,1872,159,674,1622,2681,185,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3136479,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"Yes","No","No","Yes","No","No" +1175094,22,8,0,24,24,48,3,11,21,40,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2955864,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1185239,28,8,0,0,0,0,3,28,32,42,10,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2282577,386,NA,0,0,0,0,0,0,0,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3262815,9,2,0,0,14,35,2,9,22,46,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1149810,1,8,0,2,4,5,1,2,4,8,2,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +2001834,389,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2042617,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2070929,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1637114,10,2,0,0,12,12,2,2,2,2,1,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","Yes" +1561122,176,8,0,0,0,0,0,0,0,0,9,"No",0,0.83,0.78,0,"Yes","No","No","Yes","No","No" +3138664,16,8,5,1,1,1,2,9,15,24,2,"No",1,0.97,0.98,0,"No","No","No","Yes","No","No" +1321480,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1215474,2,8,0,15,23,31,0,7,14,20,0,"No",5,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1758263,25,8,0,255,255,255,31,76,119,200,12,"No",0,0,0,0,"No","No","No","Yes","No","No" +1408507,16,8,0,18,36,36,5,15,26,35,2,"No",0,0.67,0.39,0,"No","No","No","Yes","No","Yes" +2028341,427,2,33,595,1105,1615,202,515,965,1426,160,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2856785,15,0,0,50,50,50,8,21,22,22,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2026308,3,8,0,2,4,6,1,2,4,5,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1304543,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1814949,10,8,4,3,12,21,3,11,23,35,3,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +1763843,33,8,1,96,192,240,20,58,165,270,28,"No",0,0.82,0.91,0,"No","No","No","Yes","No","Yes" +2064388,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1633976,34,2,31,0,58,58,15,31,54,107,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1197763,2,8,0,1,3,3,4,5,7,12,2,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +2102974,8,4,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2895486,92,12,1,0,25,50,6,23,57,88,32,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +3174162,20,2,80,104,206,308,58,163,228,280,41,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2155680,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1988164,2,2,0,2,3,5,0,0,4,6,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3039819,2,12,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2026008,1,NA,0,0,0,0,1,2,12,19,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1984512,109,8,11,76,166,271,23,105,217,315,126,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2074219,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1958425,1,8,0,2,4,5,1,3,3,4,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +2955338,131,8,18,60,120,180,25,56,108,112,26,"No",0,0.9,0.91,0,"No","No","Yes","Yes","No","No" +2175242,38,8,0,50,50,100,4,25,58,87,20,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2004520,1,2,0,3,4,4,2,3,3,3,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1266289,17,4,0,0,0,0,1,1,2,2,2,"No",0,0.28,0.57,0,"Yes","No","No","Yes","No","No" +1611644,260,8,31,98,262,421,63,164,409,3875,113,"No",0,0.85,0.68,0,"No","No","No","Yes","No","No" +1523353,821,8,571,2109,4329,6549,765,2579,5099,7812,2367,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2817631,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1951605,1,8,0,2,4,6,0,2,3,4,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2223994,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1431594,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1517692,45,8,51,371,578,825,89,321,561,727,64,"No",108,0.79,0.66,4,"No","No","No","Yes","No","Yes" +1137980,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1273363,13,8,0,0,0,9,1,6,19,25,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2066263,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1530075,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2305562,336,2,107,144,432,720,48,198,483,797,83,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1187972,10,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2255446,71,8,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1160045,15,2,0,0,0,0,0,1,2,4,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3217351,29,2,0,0,30,30,2,10,29,36,6,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1489023,0,8,0,28,42,56,5,16,33,49,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1759527,0,4,0,9,10,10,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1607482,0,8,0,200,200,300,10,51,127,223,18,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1932682,2,12,0,3,6,9,3,6,10,13,4,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2882561,0,8,8,45,65,113,26,53,94,109,14,"No",0,0.92,0.92,0,"No","No","No","Yes","No","Yes" +1542457,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2888224,464,8,0,0,0,0,0,2,3,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1358969,3004,8,35,6204,6204,6204,419,1422,2864,4737,300,"No",0,0.32,0.66,0,"Yes","No","No","No","No","No" +1836574,0,2,0,17,17,17,0,0,0,0,1,"No",0,0,0.2,0,"Yes","No","No","Yes","No","Yes" +2284549,2,8,0,0,0,0,2,8,15,21,0,"No",0,0,0.4,0,"Yes","No","No","Yes","No","No" +2080204,40,8,0,0,0,0,5,9,18,42,7,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1425364,11,8,0,0,5,10,1,7,14,21,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1827929,2,8,0,46,92,115,20,34,64,106,8,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1686783,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1785177,2,4,0,1,3,5,0,2,2,5,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1249212,0,2,0,82,82,82,6,11,18,127,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1777158,4,8,0,0,0,2,0,2,2,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2057312,0,12,0,6,9,12,2,5,9,11,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2049536,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1673897,75,8,0,0,0,0,0,1,1,1,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1408039,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1806614,28,2,8,43,43,43,2,7,24,30,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3030688,10,2,0,0,0,0,0,2,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1741617,140,12,35,74,194,334,66,226,457,682,32,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1218490,58,8,0,80,160,160,17,52,95,147,39,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2103536,255,2,0,0,0,0,6,33,46,74,4,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +1824448,5,14,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3200393,105,2,11,42,159,232,13,42,157,252,54,"No",0,0.79,0.61,0,"No","No","No","Yes","No","No" +3257816,36,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1530456,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3050744,17,9,0,0,0,0,0,0,2,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1255461,68,2,450,270,720,990,266,512,871,1059,172,"No",0,1,0.98,8,"No","No","No","Yes","No","No" +1585703,59,8,19,50,115,167,19,53,90,148,12,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3061737,4,2,0,10,10,20,0,4,7,11,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1573781,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1918935,25,2,0,0,0,0,0,0,4,4,0,"No",0,-99,0.32,0,"Yes","No","No","Yes","No","No" +1794741,23,8,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1377518,11,2,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1507723,3,12,0,0,1,2,0,1,1,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1174168,15,2,0,0,0,0,0,0,4,4,2,"No",0,0.96,0.94,0,"Yes","No","No","No","No","No" +3206390,143,9,0,0,0,0,0,1,2,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1426003,55,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +2248054,0,2,0,307,447,447,0,0,0,0,21,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +3031025,44,8,5,27,48,78,3,24,51,77,18,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1215127,5,8,0,0,0,0,0,1,2,2,1,"No",0,0.81,0.88,0,"Yes","No","No","Yes","No","No" +1566012,6,8,0,0,0,1,2,5,9,11,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2066443,12,2,0,0,0,0,0,0,1,7,0,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +2193680,595,52,0,0,0,0,0,0,55,59,5,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2912882,138,12,78,0,0,75,13,57,142,212,38,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1134577,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.69,0.4,0,"No","No","No","Yes","No","No" +3061539,64,2,1,56,98,175,18,57,116,160,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3004978,4,12,0,0,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1727126,4,8,0,60,60,60,9,15,24,44,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2086065,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2040823,3,12,0,24,24,24,2,7,10,15,11,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1352598,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2290827,21,3,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1660223,12,4,0,0,4,4,2,4,7,8,3,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +2037232,11,8,4,14,24,44,5,32,46,75,3,"No",4,0.76,0.78,0,"No","No","No","Yes","No","No" +1264964,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","Yes","Yes","No","No" +3189412,100,8,40,140,322,434,59,174,318,473,53,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1535952,50,4,0,0,0,0,28,99,207,304,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1530006,0,8,0,12,12,12,0,0,0,0,12,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","Yes" +2145572,12,2,0,0,7,21,2,10,20,46,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1308286,35,2,0,0,0,0,4,5,13,25,0,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +1776727,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1293054,62,2,0,0,0,0,0,1,2,2,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1705211,43,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1505907,21,8,0,0,0,0,0,1,2,6,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2864957,0,2,0,74,74,74,0,0,0,0,1,"No",0,0.74,0.78,0,"No","No","No","Yes","No","Yes" +1170998,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2851478,11,8,10,0,0,10,0,3,6,8,2,"No",0,1,0.33,0,"No","No","No","Yes","No","No" +3249655,17,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3191997,-169,8,103,97,137,137,102,205,218,230,21,"No",0,0.51,0.65,69,"No","No","No","Yes","No","No" +2292794,26,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.7,0,"No","No","No","Yes","No","No" +1836233,878,8,251,1320,2420,3300,506,1446,2608,3817,452,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2136376,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2237142,5,12,1,3,3,3,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1497628,3,13,0,0,4,6,2,3,4,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1839817,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1971116,12,8,0,0,0,0,0,2,2,2,1,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +2852412,78,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1573448,2,2,0,0,0,0,1,2,3,3,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +2151152,0,8,0,18,28,40,5,15,28,41,2,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +1167010,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1689484,28,8,2,0,0,0,6,22,44,55,2,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3205079,29,2,0,0,0,30,1,7,17,25,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2808824,11,3,0,6,12,18,2,8,9,11,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1817154,0,2,0,12,20,20,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +3139574,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2028245,419,2,1,0,0,0,13,21,46,76,17,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +1380191,0,12,0,1,1,1,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +2974604,14,10,0,0,0,0,1,2,5,15,5,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1432876,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1823804,5,9,0,1,3,4,1,2,7,8,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3282151,1295,12,0,0,0,0,0,0,0,0,1,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3172010,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1189831,11,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1746206,4,8,0,9,17,25,6,10,13,20,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1193427,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +1821944,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1650282,157,2,0,358,789,1441,108,253,308,323,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3183380,15,4,0,0,0,4,0,3,11,13,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2870470,16,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1939312,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1197924,29,NA,0,0,0,0,1,1,3,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1476169,350,8,205,756,1242,1620,210,588,1107,1687,562,"No",36,0.43,0.46,0,"No","No","Yes","Yes","No","No" +1619710,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2914167,4,8,0,0,0,1,0,1,2,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1279005,46,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1329598,30,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +2964206,4,8,0,0,2,4,2,3,5,5,2,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +2005790,124,3,0,0,0,0,2,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2153600,26,52,0,52,52,52,0,8,10,17,0,"No",0,0.88,0.65,0,"Yes","No","No","No","No","No" +1976605,18,8,0,0,0,6,3,10,32,42,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1391222,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1881851,6,2,6,37,52,77,5,20,25,31,0,"No",0,0,0.02,0,"Yes","No","No","Yes","No","Yes" +1425532,0,14,0,2,3,4,1,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2306883,12,2,0,22,47,77,2,16,31,95,0,"No",0,0.71,0.59,0,"No","No","No","Yes","No","No" +1516796,5,4,0,3,3,3,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2199840,25,8,0,0,9,24,0,4,9,10,0,"No",0,0.52,0.63,0,"No","No","Yes","Yes","No","No" +1476561,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +1286331,71,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1370381,5,2,0,10,20,30,3,11,20,21,0,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1635852,1989,2,553,3240,6490,9540,855,2717,5455,8347,1531,"No",260,0.57,0.74,0,"No","No","No","Yes","No","No" +2265356,21,2,0,0,0,0,1,1,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2301548,3,8,0,0,0,0,0,0,1,5,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1269250,-38,15,0,128,128,155,22,35,59,108,18,"No",0,0.06,0.09,38,"No","No","No","Yes","No","Yes" +1185019,55,2,0,0,0,0,4,20,31,33,5,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1457897,4,8,0,4,8,12,4,4,4,8,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2058612,375,8,1,0,0,0,4,48,77,107,23,"No",0,1,0.59,0,"No","No","Yes","Yes","No","No" +1922515,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3215411,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +3200625,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1526938,60,52,0,0,0,0,1,3,12,18,3,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +3284895,122,4,0,0,0,0,5,15,17,25,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1181051,1785,8,0,0,0,0,8,32,69,118,12,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1356288,21,8,0,28,56,84,8,31,70,114,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3094301,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.28,0,"No","No","Yes","Yes","No","No" +2081206,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1489468,84,8,24,51,159,230,29,77,139,265,29,"No",0,0.89,0.67,0,"No","No","No","Yes","No","No" +2180177,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","No" +2929092,32,8,0,0,0,9,4,17,33,50,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3019081,72,8,0,7,28,54,7,18,65,102,18,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2291719,24,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1753027,0,16,0,8,13,18,2,3,8,14,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","Yes" +1501621,43,2,0,0,0,0,2,5,58,68,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +1457805,6,2,0,0,0,5,1,2,8,15,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","Yes" +1855012,6,2,0,0,10,20,2,7,15,20,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3048257,72,8,33,59,149,244,23,68,143,200,30,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1934096,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.87,0,"Yes","No","No","Yes","No","No" +1123899,86,2,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.83,0,"Yes","No","No","Yes","No","No" +1695772,10,9,0,0,0,0,0,1,1,1,0,"No",0,1,0.25,0,"Yes","No","Yes","Yes","No","No" +1685741,2183,8,668,3000,5000,7000,848,2288,4230,6685,656,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3062562,437,2,337,1240,2700,4220,517,1593,2938,4155,173,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1144591,205,8,0,569,963,1160,100,330,630,1080,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1510999,131,NA,0,0,0,0,6,33,62,85,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1208869,40,8,21,37,91,141,31,100,157,206,18,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2055279,11,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1487847,7,2,6,4,12,24,4,26,31,51,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2045037,1,3,0,17,26,35,5,11,24,34,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1385489,56,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1362870,35,8,3,48,84,126,6,37,72,96,20,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +2244681,33,8,0,0,0,6,6,35,60,84,18,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1854161,39,8,0,0,0,0,0,1,3,4,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1322606,422,8,118,363,741,1065,155,453,865,1405,318,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1876610,21,NA,0,0,0,0,0,7,12,20,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2920793,82,8,7,396,596,830,88,272,540,807,89,"No",0,0.9,0.95,2,"No","No","No","Yes","No","No" +1510016,101,8,5,0,5,21,6,31,68,101,7,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1847973,83,2,0,0,0,0,15,17,18,18,0,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +1386127,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2253757,91,8,0,0,0,0,3,13,21,30,1,"No",0,0.83,0.73,0,"No","No","No","Yes","No","No" +2048001,2,8,0,2,3,4,1,2,3,3,0,"No",0,0.51,0.75,0,"No","No","No","Yes","No","Yes" +1122941,9,3,1,257,406,559,53,156,303,500,99,"No",24,0.3,0.32,5,"No","No","No","Yes","No","No" +1351622,57,8,0,0,0,0,0,0,1,2,2,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +1958501,3,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1849906,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2254946,1,9,0,8,13,18,3,7,9,14,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1125347,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3182046,1052,8,0,0,0,0,76,168,280,420,223,"No",0,0.88,0.79,0,"No","No","No","Yes","No","No" +1900137,98,2,0,0,0,0,0,12,33,34,8,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1248376,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","No","No","No" +1969340,6,12,0,17,26,26,4,9,24,30,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +2891315,20,8,0,0,0,0,0,4,4,7,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3061589,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +3125698,79,6,0,198,352,505,36,140,352,555,46,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2179597,1,8,0,11,23,29,2,6,12,26,3,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +2921958,7,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3039937,2,9,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1184961,83,NA,0,0,0,0,2,6,7,12,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2148156,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.88,0,"Yes","No","No","Yes","No","Yes" +1950166,0,2,0,322,322,322,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1781654,31,2,8,115,230,345,16,66,170,230,49,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1116857,9,12,0,0,0,0,1,2,3,5,0,"No",0,0.99,0.54,0,"No","No","No","Yes","No","No" +2857779,34,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1272707,39,8,1,48,88,125,15,54,96,151,17,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3243186,281,4,343,389,747,1041,119,395,761,1073,64,"No",29,0.73,0.78,0,"No","No","No","Yes","No","No" +1361267,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","Yes" +2082137,179,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1647438,-3,12,0,17,23,29,0,5,15,21,5,"No",1,0.76,0.73,3,"No","No","No","Yes","No","Yes" +1789761,1,8,0,17,25,31,7,10,19,35,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1652983,511,12,0,0,0,0,9,26,49,71,23,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +1541215,2,8,0,0,0,0,0,1,4,6,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1608594,35,8,0,0,0,0,5,9,14,26,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2184045,119,8,0,0,64,128,14,48,87,135,67,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2879879,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"Yes","No","No","Yes","No","No" +2194581,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1514334,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1370841,9,8,0,0,6,18,4,16,29,40,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1128911,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1146365,1,8,0,2,2,2,1,1,3,3,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +2818805,23,2,0,0,11,33,4,11,22,32,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3173657,14,12,0,0,0,0,0,2,4,7,4,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2848158,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3158529,9,14,9,0,0,5,3,7,20,24,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3053604,57,8,2,0,27,54,5,25,46,75,13,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3131643,40,2,0,0,0,0,2,2,10,10,1,"No",0,0.88,0.75,0,"Yes","No","Yes","Yes","No","No" +3158734,27,8,0,0,0,0,2,9,30,60,3,"No",0,0.77,0.77,0,"No","No","No","Yes","No","No" +2822412,153,8,0,0,0,0,21,59,71,104,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1395284,92,9,0,0,0,0,1,5,7,10,22,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1915662,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2957320,291,8,2,85,170,221,37,267,331,397,40,"No",0,0.36,0.44,0,"No","No","No","Yes","No","No" +1406768,222,12,1,12,22,114,44,201,359,518,26,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +3130362,5,9,2,0,0,2,1,1,4,7,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1721464,0,8,5,14,20,35,0,10,19,26,3,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +2138709,34,2,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1741160,98,13,0,0,0,0,0,1,7,13,3,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","No" +2129054,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.72,0,"Yes","No","No","Yes","No","No" +1571409,15,2,0,0,0,0,0,1,1,2,1,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +1608281,236,12,0,0,0,0,2,7,19,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1744649,9,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +2911048,2,8,0,2,4,6,1,2,2,5,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1497328,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2952874,-17,8,0,257,383,513,32,123,276,429,34,"No",25,0.77,0.76,17,"No","No","Yes","Yes","No","Yes" +2850021,120,8,0,0,0,0,0,3,11,39,0,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +3057811,3273,8,8,0,560,1008,213,627,1248,2290,142,"No",0,0.61,0.6,0,"No","No","Yes","Yes","No","No" +2150733,0,8,0,9,12,18,3,6,15,20,10,"No",0,0.64,0.47,0,"No","No","No","Yes","No","Yes" +1845645,0,0,0,5,7,9,1,3,6,8,1,"No",0,0,0,0,"Yes","No","Yes","No","No","Yes" +2987156,14,2,0,20,20,20,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1120784,2,8,0,2,5,7,2,4,4,8,0,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +2158684,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2877855,3,8,0,1,1,1,0,0,4,4,2,"No",1,0.9,0.92,0,"No","No","No","Yes","No","No" +3004742,386,NA,33,0,0,0,99,348,625,887,99,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1293044,10,12,8,12,24,36,3,10,20,28,1,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1825692,38,2,0,0,0,0,0,1,1,1,3,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +2313195,314,8,138,120,120,120,35,481,874,1001,63,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1347865,328,2,163,197,441,622,158,364,701,960,98,"No",0,0.95,0.83,0,"No","No","No","Yes","No","No" +1500632,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +2127239,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +1459208,6,8,0,0,0,0,0,0,1,2,1,"No",0,0.69,0.57,0,"No","No","No","Yes","No","Yes" +2047017,111,16,0,0,0,0,0,0,1,1,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1885843,12,NA,0,0,0,0,0,0,5,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1738920,13,8,0,0,0,0,0,0,1,1,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1446659,1608,8,0,0,0,0,1,2,8,26,6,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1783208,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3083937,-39,8,227,2332,2868,3015,28,1270,2176,2873,834,"No",328,0.93,0.89,195,"No","No","No","Yes","No","No" +2859622,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3060650,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1630199,0,4,64,45,45,45,0,0,0,0,2,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3033272,386,8,5,0,76,114,37,101,269,445,64,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1297032,56,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1319304,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1443547,500,NA,0,0,0,0,0,0,6,16,18,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1529994,405,2,82,646,1310,1977,163,188,188,188,81,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1451828,20,8,0,8,23,23,7,10,20,38,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2241652,310,2,232,800,1400,1900,203,620,1197,1813,190,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1655006,182,8,0,0,0,0,0,2,10,33,7,"No",0,0.9,0.56,0,"No","No","No","Yes","No","No" +2119931,3,4,2,0,2,3,0,2,2,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2177217,10,8,0,100,100,100,10,23,40,56,0,"No",0,0.99,0.95,0,"No","No","Yes","Yes","No","No" +2920891,83,4,0,0,0,0,3,15,27,41,16,"No",0,0.65,0.7,0,"No","No","No","Yes","No","No" +3128609,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +2209886,0,2,0,32,48,80,9,22,40,48,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2913904,952,8,230,1898,3932,6200,620,2076,4541,6907,223,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3171397,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +3267480,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1962886,9,8,1,14,22,30,0,6,13,16,2,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1521825,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1848173,672,12,0,410,830,1250,100,294,797,1147,170,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2005375,692,NA,0,0,0,0,20,83,199,298,34,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1698879,150,8,0,0,0,0,0,1,3,7,3,"No",0,0.73,0.6,0,"No","No","Yes","Yes","No","No" +3098100,151,2,108,0,108,146,15,82,221,285,32,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1298639,23,9,0,0,0,0,0,3,8,10,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2073792,7,9,0,10,22,32,8,23,41,53,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2158125,-1,8,0,23,38,50,0,3,22,30,0,"No",2,0.51,0.53,1,"No","No","No","Yes","No","Yes" +1846363,16,2,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2895566,42,2,0,0,0,0,1,2,7,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2067738,34,12,0,0,0,0,0,1,3,5,0,"No",0,0.22,0.26,0,"No","No","Yes","Yes","No","No" +2119752,4,2,0,1,3,3,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1731909,10,12,6,17,32,47,6,14,34,54,0,"No",0,0.73,0.68,0,"No","No","No","Yes","No","No" +3094693,3,8,0,0,0,0,3,3,4,9,2,"No",0,0.5,0.33,0,"Yes","No","Yes","Yes","No","No" +1720421,20,8,0,100,145,175,16,44,73,164,15,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1276901,50,8,4,18,51,75,9,21,57,94,70,"No",0,0.8,0.92,0,"No","No","No","Yes","No","No" +3004286,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.52,0.67,0,"No","No","No","Yes","No","No" +3161927,320,4,86,30,186,284,34,141,383,608,39,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2949384,60,8,0,80,140,210,18,66,149,197,36,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1440586,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +1758160,5,9,1,5,13,19,0,4,9,15,8,"No",0,0.37,0.29,0,"No","No","No","Yes","No","No" +1853232,0,2,0,12,24,26,2,5,12,28,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +1766507,5,2,0,0,0,1,1,1,3,4,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3186423,1,12,0,2,2,3,0,0,2,3,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2207749,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3064599,11,2,13,49,124,192,11,55,119,160,28,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" 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+2986854,0,12,0,2,2,2,1,1,4,4,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2935628,130,2,0,0,0,0,2,4,4,14,0,"No",0,1,0.78,0,"Yes","No","Yes","Yes","No","No" +2015569,82,2,22,55,110,165,13,45,88,138,25,"No",0,1,1,0,"No","No","No","Yes","No","No" +1603094,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2892958,34875,8,2160,0,100005,100005,4487,14683,32236,50344,5266,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3097215,6,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2134053,18,2,0,0,0,0,1,1,2,4,1,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1869533,15,9,13,0,0,0,0,9,10,10,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3210743,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.68,0,"No","No","No","Yes","No","No" +1863826,1,8,0,8,13,13,5,12,16,22,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1768496,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2038491,0,4,0,9,9,9,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1997952,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +3158644,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +3142211,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1128914,17,2,0,0,0,0,1,1,2,2,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2251144,2,8,0,15,15,15,1,3,4,6,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1344110,63,8,0,0,45,55,12,42,102,155,21,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1477559,5,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2145600,30,8,0,0,0,0,2,4,5,7,2,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +1918504,0,12,0,9,14,19,3,8,13,15,2,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +1782423,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1342440,0,12,0,0,0,0,0,10,20,420,1,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2976977,1,8,0,0,0,0,0,1,3,3,1,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +2963355,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1991243,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.6,0,"Yes","No","No","Yes","No","No" +2109231,27,8,0,13,37,61,9,22,49,80,3,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1154705,337,8,0,0,0,0,0,13,98,138,11,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2876013,74,9,0,0,0,0,5,11,25,71,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1613024,3,4,0,0,0,0,0,0,2,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1453326,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1803670,4,8,0,4,8,12,0,5,14,18,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2120027,18,2,0,0,14,21,0,6,16,21,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3083505,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2130364,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1787353,138,2,0,30,117,177,48,141,248,320,42,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1976040,38,4,0,0,0,0,1,2,4,7,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2848783,378,8,17,25,150,275,30,96,428,651,26,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1343318,107,8,0,0,0,0,3,20,65,89,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2280697,0,2,0,22,32,32,0,1,1,1,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","Yes" +1324738,10,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1233364,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1534538,7,NA,0,0,4,6,2,2,5,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1852768,3,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1561446,13,8,0,0,25,25,3,6,16,21,1,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1928792,4,2,0,1,2,2,7,11,16,16,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","Yes" +2895995,1,8,0,0,0,0,1,1,1,1,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2813585,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2208238,5,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3238403,120,4,0,0,0,0,0,23,50,65,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1734756,3,13,0,1,4,6,2,3,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2275507,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1984782,110,8,70,0,0,75,7,24,50,74,19,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1295505,2916,4,0,2862,9234,14472,1111,4361,12179,24620,917,"No",0,0.84,0.62,0,"No","No","No","No","No","No" +2220555,0,2,0,4,4,4,6,8,10,16,0,"No",0,0.33,0.2,0,"Yes","No","No","Yes","No","Yes" +1296335,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2877961,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.68,0,"No","No","Yes","Yes","No","No" +1183149,61,8,0,0,0,0,3,15,30,45,4,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1408569,25,12,0,0,50,50,8,14,1024,1043,6,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +3243909,13,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1977426,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1115864,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1888504,10,8,3,257,257,257,0,4,12,19,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2297723,6,12,0,2,4,6,4,4,10,15,4,"No",0,0.79,0.8,0,"No","No","No","Yes","No","No" +1429533,0,9,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1719515,53,12,12,42,84,150,15,48,116,183,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2012435,-1,8,26,521,767,965,101,310,464,687,98,"No",0,0.66,0.66,3,"No","No","No","Yes","No","Yes" +3282498,32,8,0,0,0,30,5,12,18,21,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3173986,89,2,17,160,300,440,34,134,260,359,83,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2978263,62,8,0,30,31,31,4,15,29,84,0,"No",0,0.94,0.81,0,"No","No","No","Yes","No","No" +1239882,13,2,0,0,0,0,0,1,1,3,0,"No",0,0.6,0.43,0,"No","No","Yes","Yes","No","No" +3200446,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1237620,57,6,0,42,84,168,6,17,25,27,4,"No",0,1,0.77,0,"Yes","No","No","Yes","No","No" +2085747,620,4,448,521,1161,1737,217,658,957,973,129,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1646973,56,8,1,0,20,40,4,16,49,72,27,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1340927,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1170650,1,9,0,5,6,7,1,1,4,6,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","Yes" +3277953,46,2,12,56,112,175,27,87,150,178,19,"No",0,0.66,0.66,0,"No","No","No","Yes","No","No" +2206621,0,9,0,2,2,3,2,2,3,4,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2132432,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2292779,4,2,0,0,0,0,0,5,11,11,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +1612205,1,8,0,2,4,6,0,2,3,3,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1857062,11,2,7,108,158,243,21,69,159,197,10,"No",0,0.44,0.44,1,"No","No","Yes","Yes","No","Yes" +3156821,6,2,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1308611,297,8,53,408,840,1128,103,408,843,1338,108,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +1690820,13,2,0,0,0,0,2,2,3,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1195184,33,8,0,0,0,0,4,7,19,42,3,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3071504,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.8,0,"No","No","No","Yes","No","No" +1249023,561,2,521,1700,3620,5740,540,1759,3430,5222,348,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +1982324,500,12,480,1180,2260,3420,433,1464,2738,3944,282,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2898411,753,8,14,0,32,288,23,83,224,470,130,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2307447,5,8,0,0,0,1,3,7,15,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2016097,10,8,0,23,48,73,5,26,42,69,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1291952,9106,8,0,0,0,0,28,75,125,134,34,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1627456,1304,2,0,0,0,0,0,0,1,1,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2048708,1,8,0,20,32,48,1,11,16,21,2,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2889088,12,8,0,0,0,0,2,3,8,16,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2164190,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.74,0,"Yes","No","No","Yes","No","No" +2864600,459,8,229,523,1108,1726,165,594,1194,1804,121,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1160304,0,2,0,3,5,6,1,2,4,5,0,"No",2,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1408769,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2161923,27,8,0,0,0,0,4,7,14,20,0,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1143207,9,8,0,20,20,40,5,11,16,25,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2290754,1,2,0,2,3,4,0,1,2,2,0,"No",0,0.08,0.3,0,"No","No","No","Yes","No","Yes" +1917629,3,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3235298,54,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +2909496,1,12,0,2,2,3,0,1,2,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1566022,0,8,0,0,0,0,2,3,4,4,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2983361,182,2,127,800,1392,2064,270,703,1271,1728,271,"No",0,0.85,0.83,7,"No","No","No","Yes","No","No" +1280506,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.9,0,"Yes","No","Yes","Yes","No","No" +1494095,0,2,0,20,30,40,0,0,0,0,0,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","Yes" +3109235,14,8,12,24,36,48,6,16,30,52,13,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2200205,11,2,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2128974,12,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3133237,1,8,0,0,0,0,1,1,1,2,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1809974,66,10,0,0,0,0,1,11,25,31,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2877209,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","Yes","Yes","No","No" +1574957,0,12,0,10,14,18,0,5,11,14,0,"No",5,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3186715,10592,4,2416,14400,28800,43200,3913,12082,23990,35152,3083,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2976818,46,NA,0,0,0,0,0,9,11,22,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2867366,17,8,0,0,0,0,4,7,14,20,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1487364,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1673253,1095,8,12,0,648,1296,149,484,1070,1559,160,"No",0,0.37,0.6,0,"No","No","No","Yes","No","No" +1529024,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2989997,10,4,0,0,0,0,0,0,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1300680,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.44,0.46,0,"No","No","Yes","Yes","No","No" +3233356,10,12,0,0,0,0,1,3,3,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1520146,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.83,0,"Yes","No","No","Yes","No","No" +3118787,253,4,64,12,58,150,24,115,258,407,34,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2233862,2,8,0,15,15,15,0,1,2,4,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2804313,67,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1918091,4780,52,0,0,0,0,0,10,32,37,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2002409,2,12,0,1,1,3,0,1,2,3,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1714389,17,4,0,0,0,0,0,3,13,28,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1144293,5,12,0,0,1,3,0,1,4,9,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2004513,0,2,0,9,9,9,1,1,1,1,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1821101,30,52,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1171568,46,4,0,0,0,23,22,37,70,114,1,"No",0,0.89,0.85,0,"No","No","No","Yes","No","No" +2269216,0,2,0,5,5,8,0,3,5,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1682289,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3026053,1,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3091526,36,8,0,0,0,0,0,2,12,20,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1621787,2,2,0,0,1,2,0,0,0,3,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +3018071,110,9,0,2,2,50,0,0,0,0,0,"No",0,0.35,0.27,0,"No","No","Yes","Yes","No","No" +1972593,21,4,22,32,32,62,14,35,68,89,22,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2284109,69,4,9,25,57,83,11,32,73,120,22,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1171505,0,12,0,3,6,9,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2104432,-1,8,0,8,16,24,1,14,27,41,0,"No",0,0.97,0.98,1,"No","No","No","Yes","No","Yes" +1690563,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1127698,155,4,0,0,0,0,0,0,0,0,22,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2821289,58,8,0,0,0,0,3,14,35,66,4,"No",0,0.74,0.81,0,"No","No","Yes","Yes","No","No" +1232090,34,12,0,0,0,0,1,3,6,7,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1389011,24,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1419763,1,8,0,3,5,7,0,3,4,6,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1948809,226,8,35,180,360,630,74,248,497,752,146,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1505615,3,12,0,81,109,130,8,55,94,142,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2817991,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1552627,0,2,0,5,7,8,0,0,0,2,1,"No",5,0.78,0.89,0,"Yes","No","No","Yes","No","Yes" +3229648,13,8,0,19,60,81,9,21,40,56,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1343070,82,52,0,0,0,0,0,0,0,4,47,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1761570,61,8,3,13,48,90,9,38,81,119,30,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1610595,-1,8,3,300,300,300,10,35,79,115,20,"No",0,0.97,0.96,1,"No","No","No","Yes","No","Yes" +2236166,1,9,0,1,1,2,0,1,1,1,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1992209,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2887178,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1969603,60,8,1,39,79,109,8,38,80,130,17,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1387554,5530,8,540,2480,5720,7880,988,3041,5908,10668,1170,"No",0,1,1,0,"No","No","No","Yes","No","No" +1900245,3,2,0,2,6,8,4,12,20,24,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1661960,183,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1459764,13,4,7,0,0,0,0,5,7,7,2,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2062870,21,8,0,0,7,14,4,7,28,41,4,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +2855650,4,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2114145,15,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2022667,9,12,0,0,0,0,0,3,3,5,3,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1238184,4,12,6,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2039202,344,8,0,0,0,0,3,17,35,51,4,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1233901,0,9,0,3,4,6,0,1,2,3,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +2226535,1,0,0,106,188,272,22,62,123,176,0,"No",0,0.93,0.88,0,"No","No","No","No","No","Yes" +1698841,-2,9,0,53,90,122,10,51,81,113,13,"No",0,0.54,0.7,4,"No","No","No","Yes","No","Yes" +2111146,39,8,12,19,43,51,11,23,56,94,16,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +2000869,17,9,0,0,0,0,0,0,3,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1362083,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2230520,675,8,0,0,0,0,53,169,389,764,96,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1551734,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1532022,49,2,2,198,326,454,37,136,263,399,65,"Yes",0,0.66,0.69,0,"No","No","Yes","Yes","No","Yes" +1509352,22,12,0,0,0,0,1,1,1,4,3,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3035140,322,2,89,1176,2076,3102,317,1002,1852,2647,458,"No",36,0.33,0.32,0,"No","No","No","Yes","No","No" +1510988,3,2,0,14,14,14,4,8,8,8,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","Yes" +1327419,7,8,0,6,12,18,1,3,8,13,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2983639,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1252693,0,8,0,2,3,4,2,3,3,3,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1283617,0,8,2,5,6,9,0,5,5,5,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1264355,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1557913,256,2,67,165,330,605,55,117,228,260,80,"No",0,0.75,0.66,0,"Yes","No","No","Yes","No","No" +1365706,8,9,0,0,0,0,0,0,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2232271,100,8,0,1038,1438,1758,298,809,1450,2252,390,"No",0,0.53,0.54,4,"No","No","Yes","Yes","No","Yes" +1811639,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2292905,52,2,0,0,39,117,7,31,79,114,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1797717,15,2,0,0,0,0,0,5,7,7,0,"No",0,1,0.33,0,"Yes","No","No","Yes","No","No" +3279397,30,8,0,0,0,0,9,15,41,66,13,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1922793,8,2,0,0,0,0,0,0,4,6,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1337147,4,8,0,3,6,10,3,5,9,14,0,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1691927,265,8,0,0,0,0,0,8,9,15,10,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +3044413,17,8,0,0,0,0,1,5,10,23,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1493903,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2041960,5,2,0,58,87,116,30,65,102,120,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +1406427,1212,12,207,1649,2754,3843,538,1595,3239,5818,536,"No",0,1,1,0,"No","No","No","Yes","No","No" +1482832,10,8,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1908045,29,8,0,0,0,0,2,4,30,36,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2244355,1,8,1,2,3,5,0,3,3,6,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1983457,63,12,0,0,0,0,0,0,0,2,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1298905,17,2,0,30,66,108,9,25,62,91,0,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","No" +1631185,49,2,0,0,0,0,0,0,1,1,2,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +3261693,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3263303,44,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2053639,0,2,0,2,7,7,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +3034797,8,2,9,16,40,64,6,18,40,64,5,"No",0,0.84,0.53,0,"No","No","No","Yes","No","No" +2119509,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1996629,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3221813,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1875150,0,2,0,15,25,35,12,25,52,69,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1636002,19,8,1,14,49,72,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2186945,334,8,28,0,84,211,46,176,417,693,173,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +1933918,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1862739,43,14,0,0,0,0,0,1,1,1,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1560976,2,52,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","No","No","No" +2893610,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2101975,0,8,0,11,11,11,0,1,5,5,0,"No",0,0,0.2,0,"No","No","No","Yes","No","Yes" +1493592,1,8,0,0,0,0,0,1,1,1,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1466626,1,8,0,20,20,40,1,10,19,26,1,"No",0,0.2,0.15,0,"No","No","No","Yes","No","Yes" +1486001,137,2,0,280,600,900,137,336,630,913,37,"No",0,0.96,0.95,0,"No","No","Yes","Yes","No","No" +1962554,1,8,0,60,60,60,9,17,27,45,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1954779,12,2,0,12,33,51,6,17,39,46,3,"No",0,0.93,0.93,0,"No","No","No","Yes","No","Yes" +2135528,157,8,10,100,210,290,12,83,165,275,34,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2097661,0,2,0,50,50,50,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +2933644,63,8,16,63,112,175,21,43,96,147,39,"No",0,1,1,0,"No","No","No","Yes","No","No" +2184703,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2096194,43,8,0,0,0,0,0,2,4,15,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1830670,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1638857,2,12,0,20,30,40,5,10,20,26,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3155687,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.71,0,"No","No","Yes","Yes","No","No" +1158761,5,9,0,0,0,2,1,2,3,6,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1121483,29,2,0,0,0,0,1,1,12,12,1,"No",0,0.91,0.75,0,"Yes","No","No","Yes","No","No" +1380464,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" 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+1444316,22,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2804611,50,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +3001807,33,8,0,0,0,0,6,12,25,29,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1548140,-19,2,0,439,579,719,161,276,464,765,91,"No",0,0.05,0.41,22,"No","No","No","Yes","No","Yes" +2178594,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1700184,11,2,0,20,40,64,6,24,43,58,2,"No",0,0.44,0.66,0,"No","No","No","Yes","No","No" +1811960,7,2,0,0,0,12,4,7,10,13,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1561595,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.76,0.77,0,"Yes","No","No","Yes","No","Yes" +2269286,155,12,8,75,75,150,16,68,110,157,27,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3183300,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +2092140,27,12,0,10,22,42,8,30,82,119,10,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2942192,1995,8,0,0,0,0,21,49,70,112,5,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2298216,5,2,0,0,3,3,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2300702,15,2,0,60,90,90,1,2,2,2,18,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1799158,26,NA,0,0,0,0,0,2,3,6,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1261222,34,2,0,0,12,24,4,12,23,36,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1182370,2,8,0,0,1,2,0,1,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1544722,32,2,0,2000,2000,2000,0,0,1,1,0,"No",0,0.62,0.63,0,"Yes","No","No","Yes","No","No" +2309043,495,2,0,0,0,0,0,5,5,5,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1329375,110,8,0,0,500,500,20,48,64,107,4,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1487282,2,2,0,1,2,3,0,3,3,3,3,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2856351,292,8,0,418,418,418,24,60,120,212,35,"No",0,1,1,0,"No","No","No","Yes","No","No" +2187001,102,8,0,0,0,0,2,6,22,31,0,"No",0,0.35,0.72,0,"Yes","No","No","Yes","No","No" +2969119,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +1672629,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1465976,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +1250937,60,8,0,1000,2000,2000,115,303,590,1126,320,"No",0,0,0,10,"No","No","Yes","Yes","No","Yes" +3274157,2,2,0,0,0,0,4,5,5,5,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1478804,0,8,0,15,16,20,3,11,18,25,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3036686,39,8,0,0,0,0,0,1,4,7,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1948412,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2003602,0,8,0,6,6,6,3,3,3,3,1,"No",0,0.42,0.36,3,"No","No","No","Yes","No","Yes" +3193006,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2018105,95,NA,2,0,0,0,0,18,92,398,23,"No",0,-99,-99,0,"No","No","No","No","No","No" +2024367,108,8,4,0,0,27,13,45,86,132,22,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +3085148,11,8,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1711053,25,8,0,0,0,0,0,0,2,10,12,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1441013,84,8,0,0,0,0,0,2,3,3,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1434293,858,2,0,0,0,0,0,0,1,4,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +2131618,2135,8,0,0,0,0,50,133,268,390,65,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1773782,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1449363,42,8,6,30,60,80,11,32,54,97,16,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +1390621,61,8,21,36,72,90,13,49,98,154,21,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1950490,608,52,0,0,0,0,5,20,52,76,26,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2919375,350,8,227,0,0,0,23,144,271,293,2,"No",0,0.81,0.88,0,"No","No","No","Yes","No","No" +3147900,5991,2,0,0,0,0,0,0,3,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2985240,16,2,0,0,0,0,1,1,1,2,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3136010,31,8,18,30,42,42,16,24,48,74,7,"No",0,0.43,0.43,0,"No","No","Yes","Yes","No","No" +1852280,103,8,0,60,116,284,26,151,190,230,22,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","No" +2954440,8,12,0,10,15,25,0,11,20,27,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1301898,23,8,0,0,0,0,0,0,4,4,1,"No",0,0.71,0.72,0,"No","No","No","Yes","No","No" +1503374,6,12,0,40,70,100,9,30,55,92,2,"No",0,0.86,0.74,0,"No","No","No","Yes","No","Yes" +3040810,26,2,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1197823,3,8,0,0,1,4,1,3,10,12,10,"No",0,0.79,0.91,0,"No","No","No","Yes","No","No" +2294897,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1970574,533,8,0,0,100,250,169,510,923,1483,77,"No",0,0.68,0.82,0,"No","No","No","Yes","No","No" +1383999,1370,8,0,0,0,0,10,40,86,138,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","No" +2065510,46,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1722485,90,8,0,0,0,0,1,14,16,18,0,"No",0,0.84,0.84,0,"Yes","No","No","Yes","No","No" +1640207,64,2,10,98,182,280,31,112,261,376,63,"No",0,0.48,0.32,0,"No","No","No","Yes","No","No" +1225290,2,9,0,3,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1337086,0,9,0,5,7,9,0,3,5,9,0,"No",0,0.67,0.8,0,"Yes","No","No","Yes","No","Yes" +2929516,4,12,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3040720,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1266535,3,2,0,0,0,0,2,4,6,6,2,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1695579,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3139814,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2941531,18,2,0,0,0,0,0,1,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3212872,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2094767,852,2,369,2046,3701,4808,553,1845,3319,5324,483,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1152684,202,9,38,47,131,229,19,84,196,306,87,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2059806,10,8,3,10,19,28,1,7,20,30,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2832851,16,8,0,0,0,0,0,3,4,7,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1806302,2,3,0,16,16,16,1,2,7,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3014162,31,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2151875,15,8,0,0,0,0,0,0,1,1,3,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +2284027,2685,9,0,0,0,0,3,7,17,37,4,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1443798,37,8,0,0,0,0,4,19,47,58,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1184727,5,2,0,10,10,10,8,16,21,21,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3095599,17,10,0,0,210,210,6,10,14,20,9,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1655492,1751,2,623,4320,9630,15030,1758,6017,11653,17068,1314,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +2184197,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3253038,5,8,10,15,15,26,2,12,22,35,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1342683,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1794905,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1150446,2,8,0,15,15,15,1,1,4,4,2,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1646307,15,2,0,402,402,402,53,121,159,224,26,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1639426,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1267124,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.34,0.41,0,"Yes","No","No","Yes","No","Yes" +2108055,90,3,0,0,0,0,8,18,39,61,2,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1931091,129,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1799874,89,10,4,128,192,288,36,106,195,301,62,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1172233,674,NA,0,0,0,0,3,9,19,47,8,"No",0,-99,-99,0,"No","No","No","No","No","No" +1410712,17,8,0,0,0,0,0,1,1,1,1,"No",0,0.25,0.36,0,"No","No","No","Yes","No","No" +1299480,9358,8,4955,0,0,0,621,1814,3501,5595,817,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1318507,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1262856,0,2,0,29,53,63,0,0,0,0,0,"No",18,0.7,0.75,0,"Yes","No","Yes","Yes","No","Yes" +3054340,240,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1353297,14,2,0,0,0,0,11,13,15,15,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1193962,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2089626,13,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.82,0,"No","No","No","Yes","No","No" +2153068,2,10,0,7,15,23,2,4,13,23,2,"No",0,0.77,0.85,0,"No","No","No","Yes","No","Yes" +1538650,16,8,0,0,10,20,8,14,24,40,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3083693,2,8,2,1,4,7,1,3,9,9,2,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1516212,113,2,40,234,527,800,60,203,446,707,38,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1242480,0,8,0,8,12,12,1,7,12,18,0,"No",0,0.6,0.54,0,"No","No","Yes","Yes","No","Yes" +1793518,-1,2,0,8,8,8,1,2,2,2,0,"No",0,0.33,0.59,1,"No","No","No","Yes","No","Yes" +2994775,193,5,0,0,0,0,0,0,1,3,0,"No",0,0.84,0.76,0,"Yes","No","No","Yes","No","No" +1593358,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1279677,4,2,0,10,10,20,2,2,2,2,0,"No",0,0.85,0.85,0,"Yes","No","No","Yes","No","Yes" +1291215,4,9,0,0,3,3,2,5,10,12,5,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" 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+1315103,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +1707183,5,12,0,0,0,0,0,0,2,2,0,"No",0,0.83,0.9,0,"Yes","No","No","Yes","No","No" +1850331,7,8,0,19,30,30,3,7,15,30,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2863739,16,8,0,0,0,0,1,1,2,4,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1956355,18,8,0,0,0,0,0,1,1,1,2,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3266619,47,NA,0,0,0,0,2,5,22,39,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +3202943,16,16,0,0,0,0,0,0,2,2,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1628548,6044,NA,3,0,0,0,12,49,97,166,32,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2000233,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1335810,5,9,0,0,1,2,3,3,10,15,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","Yes" +1249457,0,12,0,23,29,35,8,12,14,14,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +2938995,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2895586,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1435026,1,2,0,0,1,1,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1151759,1,8,0,1,2,3,1,1,3,4,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3272314,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3277243,39,2,0,0,0,0,13,21,23,23,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +2019148,15,2,0,0,0,0,0,0,0,3,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1799387,121,13,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1419254,176,8,1,0,0,41,17,55,127,204,10,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +3117711,3,8,0,0,0,0,0,0,0,0,3,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +1966031,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2202536,6,2,0,0,0,0,0,1,2,4,0,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1522484,55,8,0,20,60,80,16,36,69,106,16,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1342278,2,8,0,0,0,0,0,3,5,11,0,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +3092729,1118,8,0,0,0,0,4,14,29,47,1,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1471618,44,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1540341,38,8,0,0,0,0,1,9,16,27,3,"No",0,0.14,0.57,0,"No","No","No","Yes","No","No" +2181718,8,2,0,0,0,0,0,2,4,5,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2056094,0,NA,0,9,9,9,0,1,2,2,3,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1113316,250,8,47,396,756,996,111,339,662,985,96,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1621513,0,2,2,8,12,18,4,10,14,17,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1342593,3,12,0,36,46,56,12,23,39,56,2,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +3092703,18,12,0,0,0,0,0,0,2,7,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1439392,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1191356,3,2,0,19,19,19,3,9,18,26,5,"No",0,0.06,0.5,0,"No","No","No","Yes","No","Yes" +1974268,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2205256,148,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1579242,1,12,0,1,1,1,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1958703,0,8,0,2,2,2,0,0,1,1,0,"No",0,0.87,0.88,0,"Yes","No","Yes","Yes","No","Yes" +2041892,0,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"No","No","No","Yes","No","No" +1551840,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1981340,11,8,0,0,0,5,1,5,8,15,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1992678,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1864416,97,2,0,0,0,0,2,8,9,10,1,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +2127472,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1443289,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1819672,74,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1744805,7,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2057357,549,8,782,2280,5016,6878,1181,3518,7495,12314,1260,"No",0,0.99,0.99,26,"No","No","No","Yes","No","No" +3227599,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2966250,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1559759,17,2,0,0,0,0,0,1,4,6,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +3054684,-29,8,0,3000,3000,3000,309,979,1457,2117,177,"No",0,0,0,45,"No","No","No","Yes","No","Yes" +3121704,2500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2133825,319,8,1,0,0,0,7,33,58,90,40,"No",0,0.72,0.58,0,"No","No","No","Yes","No","No" +1856805,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1690018,13,8,0,7,13,21,0,2,8,30,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2220269,20,4,5,0,0,0,1,6,14,23,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2938435,26,12,0,0,0,9,2,8,18,25,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3094116,14,8,0,0,0,0,1,4,6,10,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3223546,5,8,0,2,6,10,2,4,8,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1366360,1,8,0,7,67,135,0,0,0,0,0,"No",0,1,0.63,0,"No","No","No","Yes","No","No" +1192698,0,12,0,7,8,9,1,4,9,12,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1390558,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2144320,16,2,2,15,40,65,4,10,12,15,0,"No",0,0.84,0.88,0,"Yes","No","No","Yes","No","No" +1447514,332,17,0,0,0,0,4,20,75,138,0,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +3253950,3468,2,410,25947,44923,64084,1458,4492,9293,14579,955,"No",2314,0.55,0.74,0,"No","No","No","Yes","No","No" +1502417,5,8,0,4,12,16,1,6,13,23,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1495878,0,8,0,20,33,59,5,20,40,58,3,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +2130084,1,4,0,3,5,7,1,2,3,9,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1137696,4,8,0,4,12,16,2,5,9,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2077505,10,9,0,0,0,10,2,4,6,10,4,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +1921253,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","Yes" +1245768,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.71,0,"No","No","No","Yes","No","Yes" +2023167,-2,8,0,12,12,12,0,0,0,2,2,"No",0,0.05,0.12,2,"No","No","Yes","Yes","No","Yes" +2872933,616,8,117,2000,3000,4000,330,1018,2071,3155,485,"No",0,0.52,0.51,0,"No","No","No","Yes","No","No" +1381370,134,12,52,96,168,288,28,100,206,318,46,"No",0,0.9,0.72,0,"No","No","Yes","Yes","No","No" +1171485,16,8,0,19,47,71,9,21,37,57,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +3229915,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1409762,25,9,0,0,0,0,1,2,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1467946,50,12,50,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2076121,22,52,0,48,48,48,0,7,9,15,0,"No",0,0.66,0.63,0,"Yes","No","No","No","No","No" +2832817,0,8,0,2,3,4,0,3,3,4,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1626454,4,8,0,17,26,35,4,8,15,29,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2947314,4,8,0,0,0,0,0,0,0,2,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2991069,1380,12,0,0,0,0,0,0,1,5,2,"No",0,0.85,0.91,0,"No","No","No","Yes","No","No" +1297157,98,8,26,38,110,170,3,26,58,85,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1177082,0,8,0,19,19,19,0,1,1,1,2,"No",0,0.68,0.58,1,"Yes","No","No","Yes","No","No" +1189448,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1647802,8,9,0,8,16,24,1,5,11,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1304143,5,8,0,0,4,6,0,2,5,8,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +2291994,3,8,0,4,8,12,3,4,12,13,0,"No",0,0.64,0.47,0,"No","No","No","Yes","No","Yes" +3257328,10,2,0,6,12,12,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3205002,3,4,0,0,1,3,0,1,3,6,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1450314,266,2,6,240,540,800,128,294,312,331,153,"No",0,0.95,0.75,0,"No","No","No","Yes","No","No" +1468767,-35,NA,0,0,0,0,44,175,280,390,43,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2164191,0,8,0,7,7,14,0,1,8,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2873833,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1795969,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2856187,14,8,4,18,30,42,2,10,26,42,16,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2288381,64,2,43,175,375,575,66,189,344,543,31,"No",0,0.86,0.68,0,"No","No","No","Yes","No","No" +2173737,2,2,0,6,6,18,6,12,26,28,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","Yes" +1885694,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1861801,46,2,8,79,146,216,33,72,137,234,27,"No",7,0,0,0,"No","No","No","Yes","No","Yes" +1264021,564,2,545,650,1100,1700,281,751,1057,1603,238,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1390155,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2071227,609,NA,0,0,0,0,0,1,1,3,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1960131,10,8,3,18,36,45,1,8,20,46,10,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1279963,374,12,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.63,0,"No","No","No","Yes","No","No" +3256634,77,8,0,60,120,180,13,38,82,115,9,"No",0,0,0,0,"No","No","No","Yes","No","No" +1498905,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1902162,0,12,0,4,6,8,2,3,6,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3055138,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1522052,1018,8,23,0,0,0,102,172,347,566,56,"No",0,1,1,0,"No","No","No","Yes","No","No" +1306630,84,8,13,25,85,157,16,58,122,177,21,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1417716,8,8,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1889012,5,2,0,12,24,42,3,11,21,32,1,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +2020746,20,8,0,12,12,24,3,7,18,32,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2034703,4,2,0,16,16,16,10,24,28,28,0,"No",0,0.24,0.31,0,"Yes","No","Yes","Yes","No","Yes" +2989157,49,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1599027,2,12,0,14,26,42,10,20,24,30,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1785517,129,8,3,0,0,100,6,29,110,138,23,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2237223,118,8,54,30,93,156,15,72,151,229,26,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2877979,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2255403,2,8,0,0,0,0,0,0,1,2,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2052375,33,8,64,65,122,196,28,95,203,304,22,"No",0,0.95,0.92,0,"No","No","Yes","Yes","No","No" +1388435,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2816607,2,9,0,3,4,4,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","No","Yes","No","No" +1397794,4,8,1,1,1,1,0,4,7,7,1,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","Yes" +1937435,205,2,0,0,0,0,35,44,64,96,0,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +2284069,18,2,0,0,24,48,1,8,33,47,5,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2065466,12,2,0,0,0,0,1,3,6,7,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +3265454,17,8,0,0,0,0,0,0,2,6,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2087636,13,2,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3129474,92,8,0,0,0,0,0,0,1,1,3,"No",0,0.87,0.9,0,"No","No","Yes","Yes","No","No" +1510322,8,9,0,4,4,8,2,7,11,24,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2100561,46,8,0,0,0,0,6,6,7,9,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1616289,142,9,12,157,320,509,57,158,320,528,64,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2835311,66,8,10,31,31,62,7,26,66,95,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1845991,9,4,0,0,0,0,5,12,32,34,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +2031203,1617,2,0,0,0,0,4,8,25,26,0,"No",0,0.68,0.79,0,"No","No","No","Yes","No","No" +1425600,75,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1179359,1171,8,0,0,0,0,1,7,12,21,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +3209515,0,9,1,2,4,5,1,2,3,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3200433,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2080937,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1802224,20,2,0,0,0,0,1,2,3,3,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2915519,83,8,12,82,197,298,25,89,216,361,33,"No",0,0.84,0.8,0,"No","No","Yes","Yes","No","No" +1979786,263,2,0,0,0,0,7,51,67,67,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +1933783,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1897235,62,4,0,566,806,1058,135,338,639,947,258,"No",0,0.78,0.78,14,"No","No","No","Yes","No","Yes" +3026334,94,52,0,0,0,0,4,4,10,31,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1190407,26,8,2,0,0,0,1,1,1,1,0,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +1991874,3000,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1890724,4,8,0,30,60,60,11,23,43,59,3,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1133824,58,8,11,91,143,208,30,75,148,230,20,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3041793,84,4,36,175,300,450,45,138,262,350,79,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +3105310,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","Yes","Yes","No","No" +2951509,9,12,1,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3056667,64,8,0,0,0,100,5,49,68,98,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1527191,14,8,0,0,0,2,4,5,17,24,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1964876,6,4,2,2,6,8,1,5,10,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1539280,0,2,1,0,0,0,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +2962822,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.77,0,"Yes","No","No","Yes","No","No" +1987060,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3054031,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1989560,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1251045,3,8,0,69,105,141,7,55,90,135,25,"No",0,0.01,0.2,0,"No","No","No","Yes","No","Yes" +1836337,1,8,0,0,0,0,1,2,4,5,1,"No",0,0.84,0.62,0,"Yes","No","No","Yes","No","No" +1916354,930,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1493085,3,8,0,0,1,3,1,2,2,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3147291,22,8,0,0,0,0,0,1,3,8,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1737963,45,9,0,120,210,310,40,122,250,356,146,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2025564,-9,8,0,350,525,725,90,259,437,649,77,"No",25,0.45,0.45,26,"No","No","No","Yes","No","Yes" +1359114,48,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1625597,1273,8,0,0,0,0,0,12,14,18,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3151757,84,NA,0,0,0,0,0,0,1,2,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2952262,3,2,1,2,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +2299682,3,8,0,3,12,21,2,5,13,19,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1205834,18,14,0,0,0,0,0,0,0,0,0,"No",0,0.3,0.38,0,"No","No","Yes","Yes","No","No" +1753806,0,2,0,0,14,14,0,0,0,0,1,"No",0,0.95,0.97,0,"Yes","No","Yes","Yes","No","No" +1647344,0,8,2,246,392,518,56,203,360,494,46,"No",19,0.61,0.61,20,"No","No","No","Yes","No","Yes" +1264589,16,2,0,0,0,0,0,1,3,4,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3097461,45,3,0,0,27,54,7,29,61,105,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1304123,236,8,0,0,250,250,27,92,190,274,56,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2251176,203,8,44,391,751,1143,145,397,755,1111,154,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1376111,2002,8,0,0,0,0,10,10,34,48,3,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1367808,37,8,0,0,0,0,1,12,22,35,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1586342,4,8,0,1,5,11,0,4,13,19,0,"No",0,0.57,0.44,0,"Yes","No","No","No","No","No" +3066935,104,12,13,80,165,250,24,88,181,286,74,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2851746,209,8,92,77,154,231,28,116,246,371,36,"No",0,1,1,0,"No","No","No","Yes","No","No" +2153918,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1621397,5,3,0,200,200,300,39,103,157,186,9,"No",0,0.52,0.41,0,"No","No","No","Yes","No","Yes" +2235691,54,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.91,0,"Yes","No","No","Yes","No","No" +2145843,144,2,29,175,350,525,74,251,467,647,129,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1442251,74,2,0,0,0,0,1,1,2,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1606826,29,10,0,0,0,0,1,4,18,22,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1196927,0,2,0,100,100,100,0,0,0,0,2,"No",0,0.03,0.01,0,"Yes","No","Yes","Yes","No","Yes" +1176024,26,2,0,40,80,120,11,29,53,77,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1283440,26,4,64,36,91,126,35,82,163,238,19,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1182823,147,12,1,200,200,200,8,31,202,248,25,"No",0,0.56,0.72,0,"No","No","No","Yes","No","No" +3111370,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1794007,-3,8,0,182,271,323,43,144,208,271,13,"No",0,-99,-99,3,"No","No","No","Yes","No","Yes" +1960066,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1790434,32,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1180981,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3277835,7,2,4,20,48,76,12,41,62,87,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2210915,1,9,0,240,370,500,75,215,335,413,19,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +2811568,29,2,0,20,20,20,4,8,20,27,0,"No",0,0.87,0.92,0,"No","No","Yes","Yes","No","No" +1127339,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.12,0.12,0,"Yes","No","No","Yes","No","Yes" +1751127,19,8,0,3,18,18,1,4,12,28,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1649457,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1813786,2,2,0,0,0,0,0,0,4,4,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +1190541,0,8,0,24,35,46,3,11,22,34,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +1872436,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","Yes" +1796494,2,8,0,30,30,45,5,14,24,47,4,"No",0,0,0.2,0,"No","No","No","Yes","No","Yes" +1556294,346,2,155,421,950,1627,166,544,1069,1426,125,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1743911,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3242398,21,9,8,40,96,122,8,41,90,131,5,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1706190,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1333975,2,9,0,0,1,2,0,0,1,2,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2293151,0,8,0,1,1,1,0,0,0,1,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2808271,1954,8,48,2100,3150,4550,412,1320,2217,3645,459,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3239174,121,8,0,0,0,0,5,9,22,67,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1896485,8,4,0,0,0,0,1,3,3,3,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2047371,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3025129,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1542681,11,8,2,13,37,58,7,21,46,85,0,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1754063,30,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1333750,10,2,0,84,140,224,18,58,110,153,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2213342,4,8,0,18,36,54,7,14,31,54,9,"No",18,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1319901,2,8,0,2,4,6,1,3,8,10,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2973777,12,8,0,0,0,0,1,3,8,9,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1700334,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1452042,59,8,0,0,0,0,0,1,3,4,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3091333,2,2,1,2,5,8,2,2,6,9,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2974484,345,2,0,0,0,0,0,1,2,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2098555,11,2,0,0,0,0,0,1,1,1,1,"No",0,0.46,0.64,0,"Yes","No","No","Yes","No","No" +1182003,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2994031,-4,NA,0,20,22,26,0,8,11,17,0,"No",0,-99,-99,4,"No","No","No","Yes","No","No" +1682295,70,9,0,0,0,0,0,2,10,10,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1406058,5,4,0,0,2,3,2,2,4,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1922559,3,2,0,0,0,2,1,1,5,5,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1892901,9,2,0,0,0,0,2,2,3,3,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" 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+1519892,16,8,0,0,0,5,2,4,10,15,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1883481,51,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1805448,5,2,0,120,120,120,9,16,25,61,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1192600,2,8,0,16,24,40,13,19,31,35,1,"No",0,0.96,0.89,0,"No","No","No","Yes","No","Yes" +3192272,260,8,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1130264,42680,4,0,0,0,0,3,16,34,42,18,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2870379,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2976348,72,NA,0,0,0,0,0,1,6,11,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2172459,14,8,0,0,0,3,2,9,16,25,4,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1601930,6,8,0,0,0,0,0,0,2,3,0,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +1698235,0,2,0,202,202,202,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","Yes","Yes","No","No" +1909475,3,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1920000,-21,8,0,36,36,36,0,0,0,16,0,"No",0,0.84,0.89,21,"No","No","Yes","Yes","No","Yes" +1794836,229,8,2,240,480,480,21,109,317,450,46,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +2098462,13,8,0,4,4,5,3,7,12,19,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2196115,7,9,0,12,25,38,3,11,24,41,0,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +1153895,736,8,664,2936,5419,8108,819,2789,5587,8234,578,"No",208,0.71,0.72,64,"No","No","No","Yes","No","No" +2288245,27,8,0,0,0,0,0,0,5,11,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3119810,33,2,0,0,0,0,3,5,7,10,0,"No",0,1,0.25,0,"No","No","No","Yes","No","No" +3009140,1174,2,50,0,0,0,107,316,2542,2917,82,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1764546,4,8,0,28,42,56,10,20,34,57,14,"No",0,1,0.9,0,"No","No","No","Yes","No","Yes" +1875408,2,8,0,20,20,20,1,3,7,11,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","Yes" +1332894,4,8,0,0,0,0,1,3,6,7,1,"No",0,0.48,0.36,0,"No","No","No","Yes","No","Yes" +1303726,42,8,0,0,0,0,1,8,10,20,3,"No",0,0.68,0.57,0,"Yes","No","Yes","Yes","No","No" +2081142,0,8,0,17,35,44,12,20,28,40,1,"No",0,0.73,0.77,0,"No","No","No","Yes","No","Yes" +2170272,53,4,7,37,74,74,13,40,60,62,20,"No",0,0.73,0.74,0,"No","No","No","Yes","No","No" +2049948,7,6,0,8,16,24,2,5,16,35,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2879844,3,8,0,0,0,0,2,4,8,13,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1175947,2,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1596795,1,3,0,21,51,66,20,27,58,96,0,"No",0,0.29,0.34,0,"No","No","No","Yes","No","Yes" +1269631,31495,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","Yes","No","No","No" +3103570,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2071990,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3228756,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1701500,2,2,0,2,2,2,4,6,8,14,0,"No",0,0.5,0.25,0,"Yes","No","No","Yes","No","Yes" +1678197,39,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.85,0,"No","No","Yes","Yes","No","No" +3095912,38,12,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1136702,0,8,0,28,52,63,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +2121388,226,8,0,0,0,0,5,10,30,51,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1941003,2,8,0,0,0,0,0,1,2,5,0,"No",0,0.89,0.92,0,"Yes","No","No","Yes","No","No" +1734982,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3184371,26,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1918219,70,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1165423,3,8,0,6,18,27,4,8,15,23,2,"No",0,0.76,0.81,0,"No","No","No","Yes","No","Yes" +3135918,10,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1329078,0,8,0,5,5,8,0,0,3,5,2,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1834643,20,8,20,20,40,60,10,24,39,61,2,"No",0,0.98,0.79,0,"No","No","No","Yes","No","Yes" +1569224,2,4,0,4,8,16,3,6,18,20,0,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +1334946,1,8,0,0,1,1,1,1,2,2,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +3055325,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1408495,4,8,0,0,0,0,1,2,4,9,4,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1657695,28,8,0,0,0,0,3,9,18,31,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1786641,6,8,0,20,20,40,3,7,15,20,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1362845,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1592808,4,12,0,0,0,0,0,3,5,9,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1163285,0,9,0,0,0,0,0,2,2,2,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1262038,342,8,1,0,0,0,8,35,91,167,23,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +1715561,5,2,0,6,6,12,4,9,15,16,0,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","Yes" +1675974,42,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3209358,3000,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +3053584,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.84,0,"Yes","No","Yes","Yes","No","No" +1273422,4,8,0,70,122,135,21,49,79,131,33,"No",0,0.93,0.97,1,"No","No","No","Yes","No","Yes" +2968951,44,12,0,0,0,0,0,0,2,4,3,"No",0,0.07,0.21,0,"No","No","No","Yes","No","No" +1904330,-1,8,0,30,55,85,7,30,42,57,0,"No",0,0.1,0.17,1,"No","No","No","Yes","No","Yes" +1338331,-769,12,0,1559,1559,2420,4142,14454,27893,32538,70,"No",0,0.97,0.91,873,"No","No","No","Yes","No","Yes" +3268913,857,8,0,0,0,0,53,166,340,537,119,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1496405,331,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1841082,107,8,0,0,0,0,1,3,6,8,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1811990,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1622576,2631,8,0,0,0,0,0,6,20,20,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +1117649,0,2,0,4,6,8,2,2,5,11,0,"No",0,0.6,0.6,0,"No","No","No","Yes","No","Yes" +1359213,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1981590,3,8,0,0,1,2,1,3,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1348964,2344,4,0,0,0,0,4,13,35,59,20,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3261679,6,8,0,8,16,24,3,8,14,25,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1888766,1,8,0,0,1,1,1,2,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1310836,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1912922,2,2,0,1,3,4,0,2,2,3,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1627644,123,8,0,28,112,224,24,101,313,396,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2181317,7,2,8,22,44,44,5,14,34,58,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1150679,131,8,0,0,0,0,9,27,46,85,49,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2236614,29,52,0,0,0,0,0,6,12,21,6,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2897889,5,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1181816,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","Yes","Yes","No","No" +1470250,22,8,0,10,20,40,5,7,12,23,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1387858,12,8,0,2,18,31,0,7,26,33,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2886638,4,4,7,8,18,28,7,16,29,29,0,"No",0,0.95,0.77,0,"Yes","No","No","Yes","No","No" +1578805,29,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1307801,584,8,0,0,0,0,6,14,53,81,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2187074,59,8,0,10,37,64,9,28,80,131,83,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1406761,2,8,0,2,4,6,1,2,7,9,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1998171,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.86,0,"No","No","No","Yes","No","No" +2291405,3,4,0,6,12,17,1,2,2,2,1,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","Yes" +3121831,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1506892,0,8,0,3,3,3,0,1,3,6,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +2278020,2,8,0,4,10,16,2,6,10,12,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1388633,90,12,3,72,120,168,19,60,109,184,53,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2979478,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2183962,0,2,0,3,3,3,0,0,0,0,0,"Yes",0,0.48,0.36,0,"Yes","No","No","Yes","No","No" +1556690,78,16,4,0,0,0,6,16,27,42,2,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +1902018,81,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1664261,0,8,0,15,28,39,3,13,17,31,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","Yes" +1883846,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1820920,1,12,0,4,5,8,0,3,5,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1540564,0,4,0,9,14,19,3,14,19,24,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1591825,4,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +3041135,30,4,0,0,0,0,0,0,0,0,1,"No",0,0.75,0.72,0,"Yes","No","No","Yes","No","No" +1170199,44,8,44,540,810,1062,193,356,593,1009,179,"No",0,0.25,0.39,6,"No","No","No","Yes","No","Yes" +1721306,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +3043473,11,8,0,0,2,4,0,1,8,12,14,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3142644,0,8,0,12,12,17,0,3,11,15,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2969458,31,NA,0,0,0,0,0,1,1,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2295240,5,12,0,8,8,8,0,0,0,0,1,"No",5,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1565716,18,8,0,374,563,811,63,221,388,559,81,"No",68,0.84,0.89,7,"No","No","No","Yes","No","Yes" +1827789,23,8,0,22,44,66,4,17,34,62,0,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +2276702,2785,8,0,0,0,0,20,94,210,395,38,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3209480,6,8,0,0,6,16,0,3,11,16,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1945889,5103,NA,0,0,0,0,613,1598,3343,5071,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1114488,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3244050,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +1549549,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2086435,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1141074,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1124504,2,2,0,0,0,0,3,10,22,23,2,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2206540,49,8,0,0,0,0,0,1,1,6,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3038081,10,2,0,25,45,65,12,39,67,86,4,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2121317,32,8,0,0,0,0,0,0,2,4,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +3238900,33,4,0,0,0,0,0,0,10,12,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3269256,69,8,31,37,77,104,5,36,74,133,60,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2109923,97,NA,0,0,0,0,0,1,1,2,9,"No",0,-99,-99,0,"No","No","No","No","No","No" +2960033,6,9,0,16,26,31,3,7,9,11,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3208285,3,4,0,0,0,0,3,14,31,48,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1723535,0,8,0,15,15,19,3,11,17,23,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3077259,14,9,0,3,12,21,0,3,17,23,3,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +1802907,2,12,0,29,50,74,1,5,10,10,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1459686,25,2,0,0,0,0,2,8,14,26,0,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +2944088,30,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1874384,0,8,0,67,100,130,8,28,70,97,38,"No",0,0.29,0.34,1,"No","No","No","Yes","No","Yes" +2185992,200,9,78,68,206,344,499,1090,2097,3040,84,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1228514,2,8,0,32,48,64,12,23,42,60,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +1940566,11,8,0,12,30,45,1,8,11,21,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1358867,0,4,0,81,153,201,0,3,3,3,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +2805001,20,2,0,20,40,60,6,22,44,66,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1321123,95,8,5,0,0,125,8,33,81,118,21,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1522894,0,4,0,0,0,0,0,0,0,0,769,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1117587,12,8,1,165,294,412,32,131,256,373,47,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +1871588,2606,2,590,3900,7500,11600,922,3496,7347,10292,1363,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3201983,83,8,24,330,550,770,63,252,520,862,35,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +1594959,4,8,0,0,0,0,3,7,12,19,0,"No",0,0.42,0.64,0,"Yes","No","No","Yes","No","No" +1872244,10,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1932495,0,12,0,6,9,11,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1948440,16,9,0,0,0,0,1,7,13,23,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1927512,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1318126,132,2,30,160,375,594,81,245,422,596,49,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1738078,404,12,0,0,0,0,3,4,8,10,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1485523,732,8,641,930,1620,2005,360,1203,2528,3759,152,"No",120,0,0,0,"No","No","No","Yes","No","No" +1583488,29,8,0,0,0,0,0,2,6,7,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2905793,405,2,212,412,866,1278,121,429,869,1224,217,"No",0,0.81,0.88,0,"No","No","No","Yes","No","No" +1206108,25,2,0,0,0,0,0,4,5,5,1,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1910094,20,2,0,0,0,0,0,0,0,6,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1576898,484,NA,0,0,0,0,3,4,10,26,12,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1248204,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","Yes","Yes","No","No" +1842997,320,20,3,0,0,0,10,39,59,91,15,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1621689,2,2,0,18,18,18,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2279476,4,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1891652,39,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1390220,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1320704,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1678123,15,8,4,816,1356,1856,223,626,1054,1426,197,"No",0,0.95,0.97,13,"No","No","No","Yes","No","Yes" +3228302,13,12,0,20,40,60,1,14,35,56,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3178542,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1120272,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1850343,53,8,1,44,105,170,6,39,91,174,15,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2175434,1,8,0,0,0,0,0,1,1,1,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1126633,1,2,0,1,2,2,0,1,1,1,0,"No",1,0,0,0,"No","No","No","Yes","No","No" +1359832,18,8,0,11,22,33,2,7,22,33,0,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","No" +1474385,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2155957,0,8,0,100,133,188,11,95,186,268,47,"No",0,0.75,0.68,1,"No","No","No","Yes","No","Yes" +1502869,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.75,0.8,0,"No","No","No","Yes","No","No" +2985506,9,9,3,1,5,6,0,1,7,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2012141,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1197982,-110,12,0,2645,4149,5949,133,133,133,133,278,"No",0,0.74,0.76,132,"No","No","No","Yes","No","Yes" +3151386,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1196995,0,2,0,7,7,12,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +1679782,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2028490,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2227846,173,12,0,1790,1790,1790,4,26,38,38,6,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2234480,19,12,0,0,0,0,0,0,1,2,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2123960,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.91,0,"No","No","Yes","Yes","No","No" +1133529,3500,2,15,0,0,0,55,151,330,459,88,"No",0,0.84,0.63,0,"No","No","No","Yes","No","No" +3127831,-1,8,0,3,5,5,3,3,8,14,0,"No",0,0.84,0.86,1,"No","No","No","Yes","No","No" +2020623,1,8,5,15,25,31,9,20,30,50,1,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +2809446,9,8,0,0,0,0,1,1,1,2,3,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +1722978,0,14,0,3,3,4,0,1,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3255701,382,4,0,500,500,500,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3082126,931,8,51,110,110,110,108,268,485,703,88,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1510275,13,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2071231,11,8,0,100,100,100,6,22,46,67,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1242078,12,2,0,0,240,240,0,0,0,0,0,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +1428434,240,4,0,0,0,0,0,0,4,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1195482,10,14,0,0,0,0,0,0,0,0,0,"No",0,0,0.1,0,"Yes","No","No","Yes","No","No" +3080951,26,9,0,0,0,0,1,2,4,5,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1591512,0,8,0,3,4,5,0,2,3,3,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1315920,0,8,0,3,5,7,0,3,3,3,1,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +2980979,0,2,0,344,344,344,0,0,0,0,15,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +1688254,33,NA,0,0,0,0,0,0,4,5,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3180425,1,8,0,2,3,5,0,3,4,4,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1546318,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +3277590,93,8,0,0,0,0,1,2,4,5,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1999491,1,8,0,2,2,2,0,0,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2057867,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1778538,22,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3065535,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1821322,19,2,0,5,14,25,3,23,24,24,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +3063547,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2077335,0,9,0,31,55,99,15,50,70,79,7,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +3280858,237,8,0,168,354,478,1,5,10,16,3,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +2188652,4020,8,0,0,1960,4340,65,225,476,741,741,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1631209,11,10,0,0,40,40,2,7,17,21,3,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3237943,260,52,0,0,0,0,13,42,108,160,31,"No",0,0.53,0.44,0,"Yes","No","No","Yes","No","No" +1434197,4580,8,57,0,0,0,132,579,1316,1936,224,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3077352,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1365337,348,8,0,0,0,0,0,2,4,5,2,"No",0,0.83,0.78,0,"No","No","Yes","Yes","No","No" +1127296,350,8,220,432,1008,1512,148,479,1122,1774,95,"No",72,0.93,0.93,0,"No","No","No","Yes","No","No" +2263612,1847,8,1033,3990,7770,11130,1242,3790,7762,12039,1059,"No",0,1,1,0,"No","No","No","Yes","No","No" +2202467,2,9,0,0,0,1,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1274889,37,52,0,0,0,0,1,1,4,5,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2107684,1,2,0,2,5,7,3,9,12,20,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1246713,503,2,0,0,0,0,0,0,0,9,1,"No",0,1,0.25,0,"Yes","No","Yes","Yes","No","No" +1642335,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1223430,188,9,0,0,0,0,6,11,18,32,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1769517,207,5,0,240,480,720,68,225,517,849,74,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1231275,15,8,1,2,2,38,4,17,45,78,6,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +3045720,4121,8,667,3000,6000,8000,1083,2871,5478,8674,973,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2009890,36,8,0,6,10,18,0,1,1,1,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1664091,1497,8,144,3456,6048,9216,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3002322,5,8,0,5,13,19,1,6,13,18,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1869891,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1743357,2,8,0,0,0,0,0,0,1,3,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2869342,106,8,16,50,100,175,19,55,151,234,37,"No",0,0.72,0.69,0,"No","No","Yes","Yes","No","No" +2171196,503,4,0,800,1200,1600,193,594,1082,1603,165,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2018279,18,8,0,0,0,0,0,4,9,10,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2823406,20,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1213531,0,2,0,10,10,15,0,4,7,9,0,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","No" +2021513,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"Yes","No","No","Yes","No","No" +1636186,280,2,0,0,0,0,1,2,5,8,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1556322,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1856848,8,8,0,0,10,10,1,5,8,9,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1530025,0,8,0,7,16,22,2,6,13,17,3,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +3152748,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2005925,13,10,0,0,0,0,0,0,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1532515,244,9,3,227,558,867,86,318,660,1025,103,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1682237,12,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","No","No","No" +3197482,3,52,0,0,0,0,1,2,7,15,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1244683,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.78,0,"No","No","No","Yes","No","No" +1868832,546,12,0,0,0,0,0,0,0,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1521609,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +1393367,10,8,0,0,0,0,0,1,2,3,1,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +1631019,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2115820,0,2,0,289,289,289,1,1,2,2,0,"No",0,0,0,1,"Yes","No","No","Yes","No","Yes" +1454685,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1175073,43,0,0,0,0,0,4,14,32,45,2,"No",0,0,0,0,"No","No","No","No","No","No" +2895755,1956,9,626,720,1980,3870,305,722,1737,2488,252,"No",0,0.67,0.85,0,"No","No","No","Yes","No","No" +1197360,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","Yes" +1416280,44,8,2,282,450,570,36,138,367,568,86,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1729502,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1344341,247,4,35,243,659,1119,49,221,743,758,57,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3022070,0,12,0,16,16,20,0,6,11,21,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1781734,0,8,0,58,58,58,0,1,1,1,0,"No",0,0.76,0.77,0,"Yes","No","Yes","Yes","No","Yes" +1643233,6,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3123079,130,12,0,0,0,0,10,25,39,64,2,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1605209,1,2,0,3,3,3,4,5,5,5,0,"No",0,0.87,0.93,0,"Yes","No","Yes","Yes","No","Yes" +1774646,0,8,0,25,34,43,3,10,24,38,0,"No",1,0.78,0.74,0,"No","No","No","Yes","No","Yes" +3184005,-6,8,2,68,125,175,12,25,76,117,15,"No",0,0.16,0.1,8,"No","No","Yes","Yes","No","Yes" +2817470,11,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2255335,17,8,0,0,0,0,3,7,16,31,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1644400,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1413335,90,8,0,0,0,0,0,0,0,0,4,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +1288781,8,8,1,210,354,498,48,129,216,331,63,"No",0,0.42,0.46,0,"No","No","Yes","Yes","No","Yes" +1944269,1,12,0,0,1,2,1,1,2,2,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1844425,12,12,0,0,0,0,0,0,0,0,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2231804,828,8,168,1507,2732,4165,510,1575,2862,4224,738,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1764819,56,2,0,24,72,120,10,33,46,57,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1616914,28,0,0,0,0,0,1,4,5,8,1,"No",0,0,0,0,"No","No","No","No","No","No" +1662377,9,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1744679,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1809494,172,12,50,157,272,397,70,195,358,523,29,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1141229,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +3231844,18,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3207525,4992,4,0,0,0,0,0,0,5,5,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2216388,1725,4,0,0,0,0,52,184,326,540,60,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2822515,10,0,0,99,147,211,41,89,125,139,40,"No",0,-99,0,0,"No","No","No","No","No","Yes" +2189753,1,9,0,1,1,2,0,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1770632,11,2,0,0,0,0,0,0,0,0,3,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1566112,14,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1339730,46,8,0,0,0,0,0,1,1,2,0,"No",0,0.48,0.53,0,"Yes","No","No","Yes","No","No" +3170584,33,8,0,0,0,0,0,2,5,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2103934,2,10,0,0,1,2,0,0,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2934856,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1289563,0,4,0,10,25,30,0,7,16,32,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1491035,26,14,4,12,12,16,3,9,19,32,8,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2076385,5,8,0,0,4,4,0,1,4,4,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1984475,-3,8,0,12,14,20,0,8,17,20,1,"No",0,0.86,0.88,3,"No","No","No","Yes","No","Yes" +3165370,5,8,0,0,0,0,0,0,0,2,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +1427934,21,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2247983,4,2,0,1,2,2,1,1,1,1,1,"No",0,0.67,0.64,0,"Yes","No","No","Yes","No","Yes" +2289520,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +2214145,4,8,0,34,61,108,11,38,86,105,15,"No",0,0.38,0.41,0,"No","No","No","Yes","No","Yes" +1155381,13,8,0,0,0,0,1,1,3,8,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1333440,61,2,0,0,0,0,6,18,29,32,2,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1557950,48,2,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.77,0,"Yes","No","No","Yes","No","No" +1918043,0,NA,0,200,300,500,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1632262,72,8,14,96,168,240,26,95,169,275,161,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1374145,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1760317,0,8,0,8,16,16,2,7,13,15,9,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2271157,3332,8,0,0,0,0,4,15,20,33,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3228547,44,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1844642,5,12,0,10,10,20,3,10,14,16,3,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1836074,20,8,0,0,10,13,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2827007,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1679993,4,12,0,0,0,1,0,2,3,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1323581,263,8,7,0,0,0,22,41,41,41,22,"No",0,0.95,0.61,0,"No","No","No","Yes","No","No" +2182795,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","No" +1867066,122,4,37,84,184,244,31,115,213,340,23,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1509058,4,8,0,16,31,56,5,22,47,64,2,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +1687952,1,9,0,14,23,31,4,9,15,19,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1404580,0,8,0,2,4,5,1,3,5,6,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1466023,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1170486,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3253174,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1210116,3,2,0,7,12,17,3,4,14,17,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2008007,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.88,0.85,0,"No","No","No","Yes","No","No" +1616502,22,2,0,50,79,124,39,63,63,63,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1323791,1985,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1904461,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"No","No","No","Yes","No","Yes" +3206538,82,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2260798,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2051753,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2983181,294,2,0,0,0,0,0,5,10,11,2,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +3281660,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2831035,17,52,0,0,0,0,2,11,22,35,0,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +1419764,4,8,0,0,0,0,0,1,2,3,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2907830,31,2,0,0,0,0,0,0,0,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1665052,21,8,11,117,201,254,44,119,222,334,82,"No",5,0.86,0.88,1,"No","No","No","Yes","No","Yes" +2004784,6,4,0,4,6,8,2,4,5,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1729754,233,8,12,1050,1650,1950,210,621,1175,2011,202,"No",0,1,0.97,1,"No","No","No","Yes","No","No" +3282562,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1406042,12,12,0,30,31,32,20,30,30,30,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2016989,16,8,0,0,0,0,0,1,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2101046,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1605567,23,8,0,0,0,0,0,1,3,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1743198,0,52,0,0,0,0,0,6,14,23,3,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","No" +2148635,110,52,0,0,0,0,4,4,6,9,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2002664,16,5,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","No","Yes","No","No" +3057775,60,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1664140,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1891245,0,2,0,8,8,8,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2100872,3,52,0,0,0,0,0,0,0,0,1,"No",0,1,0.89,0,"Yes","No","Yes","No","No","No" +2145759,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.87,0,"No","No","Yes","Yes","No","No" +1244615,73,14,13,50,110,185,15,75,135,203,21,"No",0,0.64,0.67,0,"No","No","No","Yes","No","No" +1954221,362,8,125,512,1001,1551,125,504,1199,1790,279,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2843851,11,4,0,0,0,0,0,2,7,13,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2158727,4,12,0,0,0,1,1,2,2,6,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3108252,48,8,1,18,42,72,4,22,44,68,41,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1247591,8,2,0,9,9,9,7,8,20,20,1,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +3066034,42,2,0,0,0,0,2,5,5,6,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1858540,15,8,0,0,0,0,10,11,12,19,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2109797,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.52,0,"No","No","No","Yes","No","No" +2277036,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1988728,1,2,0,10,10,10,1,2,6,6,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +3137783,95,8,0,55,110,165,3,124,144,194,0,"No",0,0.99,0.87,0,"No","No","No","Yes","No","No" +1481600,2,8,0,0,1,2,0,1,2,3,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1805354,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2175107,155,2,13,108,252,468,47,187,353,378,56,"No",0,1,0.79,0,"No","No","No","Yes","No","No" +2273610,2,2,7,0,7,14,0,3,8,10,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1710474,7,12,0,0,0,0,1,2,3,4,4,"No",0,0.57,0.69,0,"No","No","No","Yes","No","Yes" +2198756,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1943230,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2244549,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1658080,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1832566,6,2,0,12,36,60,4,12,20,26,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1602555,91,NA,0,0,0,0,0,3,3,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1610004,23,8,1,0,20,20,2,10,30,49,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +2269715,66,8,0,0,0,0,2,9,18,25,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2195646,8,8,0,0,0,0,0,1,2,5,0,"No",0,0.29,0.26,0,"No","No","Yes","Yes","No","No" +3234877,339,8,264,273,573,933,72,332,872,1189,108,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3203180,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +2201117,0,2,0,13,13,13,0,0,0,0,0,"No",0,0.36,0.57,0,"No","No","No","Yes","No","No" +2249772,1,8,0,2,4,6,0,2,4,4,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1511539,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1585312,112,2,0,0,0,0,12,513,513,513,0,"No",0,0.69,0.72,0,"Yes","No","No","Yes","No","Yes" +1895322,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1556201,25,4,0,0,0,0,5,11,28,35,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2315018,1,8,0,5,8,11,0,4,9,10,2,"No",0,0,0.43,0,"No","No","No","Yes","No","Yes" +1418761,10,8,0,4,10,16,2,8,16,19,1,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1748402,5,8,1,1,1,2,0,0,5,6,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2887323,19,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2817325,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2962449,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1180746,6,8,0,5,10,15,1,4,12,18,4,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2292632,340,2,0,0,0,0,23,34,47,53,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1281746,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1595401,0,12,0,1,2,2,1,1,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1360342,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1553892,63,2,17,60,138,222,22,94,169,224,23,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1738680,3,8,0,12,19,33,1,5,9,18,2,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2025038,3,3,0,0,0,0,0,0,1,1,1,"No",0,0.81,0.79,0,"No","No","Yes","Yes","No","No" +1886263,8,6,0,84,84,84,28,38,59,78,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3269853,-1,8,0,174,174,231,4,54,175,231,30,"No",9,0.66,0.64,2,"No","No","No","Yes","No","Yes" +1828859,6,2,0,0,0,0,0,0,0,1,0,"No",0,0.67,0.62,0,"Yes","No","No","Yes","No","No" +2234665,1857,8,0,0,0,0,1,31,35,45,3,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1715456,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.78,0,"No","No","No","Yes","No","No" +3103100,6,8,0,32,49,49,7,21,31,48,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1936131,50,52,0,0,0,0,0,1,1,2,1,"No",0,0.93,0.69,0,"Yes","No","No","Yes","No","No" +1558714,182,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2202643,4,2,0,0,0,0,0,0,2,3,0,"No",0,0.53,0.5,0,"Yes","No","Yes","Yes","No","No" +3283156,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1725863,11,12,0,0,0,0,4,9,9,9,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","Yes" +1310436,67,2,55,110,165,275,29,73,150,203,29,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1769842,19,8,0,15,25,25,2,11,31,47,29,"No",0,1,1,0,"No","No","No","Yes","No","No" +1137519,210,8,46,240,360,480,60,188,399,755,77,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2877878,4,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1914981,10,8,0,0,0,0,0,0,0,2,2,"No",0,0.93,0.89,0,"No","No","No","No","No","No" +1747068,35,8,0,0,0,4,4,15,24,33,2,"No",0,0.33,0.14,0,"No","No","No","Yes","No","No" +2854701,30,1,0,0,0,0,4,5,9,9,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1609219,25,4,0,0,0,0,1,11,18,25,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1916693,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1117979,35,2,0,6,18,18,6,10,10,10,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1717259,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1724670,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1177856,1,12,0,3,4,6,0,3,4,7,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3215566,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +2310990,0,12,0,2,2,3,2,2,3,3,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","Yes" +1121688,1,2,0,72,144,228,6,12,13,13,0,"No",8,0.87,0.68,0,"Yes","No","No","Yes","No","Yes" +3144758,382,2,79,675,1560,2320,205,777,1440,2124,147,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +2015517,139,2,0,73,146,146,17,40,94,173,44,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1855558,0,2,0,6,21,21,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1245370,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.83,0,"No","No","Yes","Yes","No","No" +3127594,163,8,22,144,216,360,42,184,281,416,32,"No",0,0.99,0.98,14,"No","No","No","Yes","No","No" +3108415,6,12,0,0,0,0,1,4,22,50,5,"No",0,0.68,0.68,0,"Yes","No","No","Yes","No","No" +1282201,114,8,0,6,6,6,0,0,0,0,3,"No",0,0,0.04,0,"No","No","No","Yes","No","No" +2989308,98,4,1,54,107,160,1,92,129,169,30,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1959000,33,2,0,0,0,0,0,0,0,0,5,"No",0,0.96,0.9,0,"Yes","No","No","Yes","No","No" +1187083,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1855665,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +3066512,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1509929,139,8,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1560332,5,8,0,0,1,3,1,2,3,6,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2884383,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2815150,11,8,8,1,1,9,5,14,23,36,27,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +3031371,34,2,0,0,0,0,0,1,4,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3065371,1,2,0,6,12,15,2,6,8,14,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2998516,0,8,0,0,3,3,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3201911,0,2,0,9,18,25,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3002945,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1281007,2,8,2,0,0,0,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2219563,-1,2,0,1,1,1,1,4,4,4,0,"No",0,0.97,0.93,1,"No","No","No","Yes","No","Yes" +1588816,60,NA,0,0,0,0,0,0,1,4,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1465967,12,8,0,0,0,0,2,3,6,8,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1612297,2,8,0,0,0,0,4,7,10,14,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +2874799,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2163807,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1873021,53,2,0,0,0,0,0,0,1,1,3,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2169558,46,8,3,0,16,48,4,16,39,60,25,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2223610,3,52,0,0,0,0,2,4,6,8,0,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","No" +1123329,53,9,5,20,20,40,12,29,68,98,13,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1227076,180,8,0,0,0,0,3,9,10,15,4,"No",0,0,0,0,"No","No","No","No","No","No" +3049331,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3084830,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +2313132,2,8,0,2,5,7,1,3,5,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2099429,137,8,1,0,0,0,8,32,69,96,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2191317,7,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1655395,507,12,275,630,1020,1310,187,373,563,1113,179,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1708722,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2012602,13,8,0,9,9,18,2,6,17,30,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2873092,1060,15,0,500,500,1000,0,34,50,52,2,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1450622,11,3,0,0,0,0,0,1,2,4,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1539399,-69,5,3,277,350,406,65,232,455,776,516,"No",0,0.69,0.69,97,"No","No","No","Yes","No","No" +1657552,10,3,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1528903,3,8,0,0,0,0,0,0,1,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1535408,6,8,0,22,37,37,8,17,28,40,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1376081,2316,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1860737,15,5,9,41,76,108,17,49,82,106,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2842955,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.49,0,"Yes","No","No","Yes","No","No" +2133843,269,8,12,50,125,175,35,90,160,277,45,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2227683,84,9,0,46,96,136,17,44,101,145,12,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +1905994,11,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1665955,284,8,108,363,808,1132,130,413,799,1206,79,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1927368,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1483569,97,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1156184,161,8,0,0,0,0,0,1,1,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1601862,84,8,0,31,51,51,11,42,87,159,24,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1520473,4,2,0,0,0,0,1,1,2,2,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1609604,55,12,12,12,36,84,6,31,72,114,14,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1837648,0,NA,0,3,5,7,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +3031513,733,8,0,0,0,0,0,0,0,0,16,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3255235,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3108281,60,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2066557,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1703050,51,4,0,0,0,0,0,0,33,63,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2250270,34,2,0,0,0,0,0,0,1,3,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +1454539,20,9,0,19,19,38,2,11,30,42,4,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1597414,17,2,4,42,90,144,8,30,51,57,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +2120437,1,8,0,7,11,13,2,6,8,8,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3041056,14,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1394502,0,12,0,5,8,8,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2076875,2027,8,0,900,1800,2700,343,1192,2605,4179,366,"No",0,-99,1,0,"No","No","No","Yes","No","No" +3047599,22,2,0,0,0,0,0,0,2,2,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2018156,-95,8,6,1116,1756,2236,1578,1972,2552,3307,235,"No",0,0.64,0.75,217,"No","No","No","Yes","No","No" +1301211,1,8,0,1,2,3,1,2,5,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2133375,13,8,0,0,0,0,0,2,7,9,2,"No",0,0.35,0.37,0,"No","No","Yes","Yes","No","No" +2114713,13,8,0,243,362,462,67,171,308,445,49,"No",0,0.79,0.87,6,"No","No","No","Yes","No","Yes" +2890713,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1698363,0,8,0,34,54,54,4,19,28,41,19,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1461880,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2310794,70,2,3,81,162,243,11,59,121,181,39,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1791353,1,8,0,1,2,3,2,2,2,3,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2966360,0,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +2884642,14,8,0,0,0,0,2,2,4,5,8,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1956598,5,3,0,0,0,3,0,2,5,12,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1332091,2,8,0,2,4,6,0,1,3,6,3,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +3062456,10,12,0,1007,1007,1007,4,15,30,38,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1578641,13,2,5,16,36,60,4,16,30,35,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1622574,100,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1901764,6,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2174157,4,8,0,7,7,14,0,5,9,13,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3122814,909,6,0,0,900,900,94,298,705,1159,93,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2199838,2,8,0,0,1,3,0,2,2,3,0,"No",0,0.64,0.47,0,"No","No","No","Yes","No","No" +2159818,76,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.58,0,"Yes","No","No","Yes","No","No" +2110846,1141,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3173946,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2010481,10,NA,0,0,0,0,1,2,3,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2275381,50,2,12,40,72,112,11,46,87,129,12,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2219003,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3182949,499,12,0,0,0,0,0,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1686145,184,NA,0,0,0,0,0,2,6,12,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1323647,13,2,0,0,0,0,0,0,6,7,2,"No",0,0.82,0.87,0,"Yes","No","Yes","Yes","No","No" +1271329,6,8,0,4,14,22,6,9,21,25,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +1653369,10,8,0,100,100,100,0,0,0,0,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1680089,849,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1905666,6,8,0,0,0,0,0,0,3,3,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +3006846,65,2,8,24,40,40,0,0,0,0,1,"No",0,0.76,0.76,0,"Yes","No","Yes","Yes","No","No" +2047430,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2816926,57,12,0,0,0,0,17,39,99,160,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1871294,13,8,0,0,0,0,0,1,1,4,1,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +3159878,13,9,0,0,0,0,3,4,8,23,1,"No",0,0.25,0.18,0,"No","No","No","Yes","No","No" +1300830,24,2,0,0,0,0,0,4,7,8,0,"No",0,0.62,0.69,0,"Yes","No","No","Yes","No","No" +1242451,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1470415,0,9,0,9,15,24,3,12,19,24,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1450983,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1448156,0,8,0,0,0,0,0,0,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1653620,3,2,0,2,6,8,4,12,20,24,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1244801,44,8,6,175,250,350,72,160,238,349,52,"No",0,0.83,0.94,0,"No","No","No","Yes","No","Yes" +2018490,118,8,42,79,164,270,22,123,226,298,129,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2870264,1,8,0,12,12,18,3,8,10,17,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1468789,3,12,0,11,18,22,0,6,9,16,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2175205,1,8,0,17,28,37,1,8,18,25,0,"No",1,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2111972,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.22,0,"No","No","Yes","Yes","No","No" +1477428,360,8,0,0,0,0,7,48,104,184,18,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +1361174,6990,13,20,0,0,0,80,278,467,781,240,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2112177,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1168183,134,0,1,0,100,200,27,66,131,198,29,"No",0,0,0,0,"No","No","No","No","No","No" +1724458,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1822098,65,4,14,18,36,36,4,14,64,94,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1438728,2,8,0,1,3,4,0,2,2,6,0,"No",0,0.78,0.86,0,"No","No","Yes","Yes","No","Yes" +2029131,0,8,0,5,8,9,1,4,6,9,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","Yes" +1140969,2721,9,0,0,0,0,0,2,4,5,0,"No",0,0.85,0.83,0,"Yes","No","No","No","No","No" +1747130,96,NA,0,0,0,0,1,2,3,3,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1387452,27,8,0,0,0,0,0,3,8,18,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3175824,73,8,0,12,36,56,10,27,54,69,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +3240739,14,2,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","No","No","No" +1963955,4,8,0,0,0,0,3,3,6,13,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3264025,9,8,0,0,0,0,0,1,3,4,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3226240,26,2,1,20,40,64,2,9,22,46,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1195488,161,8,38,2334,3212,4098,344,1014,1799,5656,426,"No",0,0.87,0.71,11,"No","No","No","Yes","No","No" +1832053,1,12,0,6,11,13,3,7,15,22,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1558986,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2172815,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1440795,64,8,3,57,126,189,27,54,125,221,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1578046,1,8,0,1,2,2,1,1,1,1,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1186773,65,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1565565,6,2,0,0,0,0,0,0,2,4,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2836687,58,12,20,127,205,312,33,112,202,221,29,"No",0,0.73,0.7,1,"No","No","No","Yes","No","No" +2177365,15,8,0,26,26,26,0,1,1,2,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1794359,89,8,3,68,92,156,25,84,166,239,40,"No",0,0.54,0.64,0,"No","No","No","Yes","No","No" +1458836,2630,52,0,0,0,0,35,283,544,818,90,"No",0,0.59,0.78,0,"Yes","No","No","No","No","No" +2188576,112,8,0,0,32,64,9,40,76,110,30,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2988804,27,8,6,117,180,252,25,93,143,208,25,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1707728,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1888220,19,8,0,0,0,6,0,7,13,20,5,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1674677,3,2,0,0,0,0,0,2,2,2,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +3164898,2051,8,1,0,0,0,24,41,87,148,32,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3004729,0,8,0,0,0,0,0,0,0,2,2,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1266219,25,2,9,57,105,153,15,49,90,126,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1904553,39,8,0,20,40,60,9,24,39,91,3,"No",0,0.95,0.94,0,"No","No","Yes","Yes","No","No" +1926300,0,NA,0,3,3,3,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","Yes" +1791892,249,12,0,0,0,0,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1450556,40,8,8,40,80,120,16,56,92,143,6,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1967929,14,3,4,18,36,54,6,13,26,44,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1639846,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1191634,16,10,0,14,42,56,1,19,36,59,4,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +2230722,476,2,27,0,40,211,279,505,1077,1490,41,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2314829,-5,8,1,64,112,160,14,49,106,154,22,"No",8,0.18,0.41,6,"No","No","Yes","Yes","No","Yes" +2260109,18481,4,0,3072,14720,26624,1056,10441,18991,24506,1874,"No",0,0.77,0.9,0,"No","No","No","Yes","No","No" +1725461,46,8,7,96,192,272,31,88,170,229,27,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3166424,12,2,0,0,0,0,0,0,10,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1601883,137,8,6,30,150,240,29,117,273,389,41,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1605371,0,8,32,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1446157,216,8,0,0,0,0,4,10,18,45,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3006146,8,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2065163,6,2,0,14,21,28,10,36,53,65,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1142090,56,8,21,864,1452,2160,328,868,1363,1755,231,"No",0,0.32,0.15,16,"No","No","No","Yes","No","Yes" +2014328,1,NA,0,0,5,7,0,0,0,0,182,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1865202,5,2,0,10,10,10,0,0,0,0,2,"No",0,0.87,0.81,0,"Yes","No","No","Yes","No","No" +1344418,28,8,0,9,15,19,2,16,30,50,8,"No",0,1,1,0,"No","No","No","Yes","No","No" +1985622,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1898258,6,2,0,0,0,10,0,2,3,6,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2188159,16,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1219158,190,16,46,235,553,916,83,308,592,848,74,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1947474,23,8,0,0,0,0,0,1,2,4,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1857551,32,8,0,0,54,54,2,9,25,34,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2817992,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1532712,4,2,0,12,20,28,3,7,21,27,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1186302,0,8,0,0,0,0,0,5,8,9,1,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1317903,0,8,0,5,5,7,0,2,3,6,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3181685,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.72,0,"No","No","No","Yes","No","No" +1726862,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.83,0,"Yes","No","No","Yes","No","No" +1309199,1,10,0,8,12,24,2,7,13,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1499022,52,8,10,9,9,11,3,15,35,54,8,"No",0,0.73,0.73,0,"No","No","Yes","Yes","No","No" +3112085,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +3234105,33,0,0,0,0,0,1,1,1,4,2,"No",0,0,0,0,"No","No","No","No","No","No" +1334888,1,8,0,4,7,9,2,5,6,7,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1597738,0,4,0,9,10,10,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1708535,196,8,0,0,0,0,1,2,2,2,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2224023,12,4,1,5,11,15,0,4,10,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3101357,76,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1553169,5871,2,11872,18900,31700,44900,3083,10805,17969,27369,2649,"Yes",0,0.9,0.82,0,"No","No","Yes","Yes","No","No" +1137357,66,2,0,0,0,0,5,12,32,119,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2973510,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","Yes","Yes","No","No" +2920129,0,2,0,13,19,19,0,0,0,0,1,"No",0,0.79,0.71,0,"Yes","No","No","Yes","No","No" +1200077,0,8,0,3,3,4,3,5,11,15,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +1971398,87,8,0,17,77,137,11,57,162,183,27,"No",0,0.04,0.04,0,"No","No","No","Yes","No","No" +2851727,281,2,94,240,480,780,99,318,576,818,100,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1557390,0,8,0,4,4,6,2,2,4,4,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1593035,11,8,0,40,40,40,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3228281,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1910486,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1226357,11,8,0,20,28,36,6,17,32,47,8,"No",0,0.81,0.8,0,"No","No","No","Yes","No","Yes" +1899318,2462,4,29,0,0,0,50,207,387,562,99,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1369915,272,52,0,0,0,0,10,23,51,68,1,"No",0,0.97,0.94,0,"Yes","No","No","No","No","No" +2916358,10,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1398745,156,2,0,0,0,0,6,12,18,31,2,"No",0,1,0.95,0,"No","No","Yes","Yes","No","No" +1816657,3,12,3,49,61,73,4,20,40,59,13,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +2207467,57,52,0,0,0,0,0,0,1,3,6,"No",0,0.92,0.96,0,"Yes","No","Yes","Yes","No","No" +1366523,284,4,501,1074,1716,2144,398,1253,1994,3023,46,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1242696,8,8,0,0,3,6,1,5,9,11,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1990815,126,2,0,0,0,0,10,33,63,94,0,"No",0,0.48,0.32,0,"No","No","No","Yes","No","No" +1934453,0,2,0,12,21,25,0,0,0,0,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1655053,39,8,29,10,40,70,4,26,52,89,11,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2299162,606,8,0,0,0,0,4,18,38,57,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +2889006,6,8,0,2,6,8,1,2,12,13,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1294523,797,NA,149,0,0,0,621,1866,4291,8494,3018,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2147931,106,8,361,2340,4320,6480,798,2915,5095,8410,502,"No",0,1,0.81,55,"No","No","Yes","Yes","No","No" +1444735,19,2,0,0,0,0,0,5,5,5,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2028827,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2918779,32,10,0,0,0,0,1,1,2,5,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2062960,2,3,0,0,0,0,1,1,1,1,2,"No",0,0.81,0.79,0,"No","No","No","Yes","No","Yes" +1133330,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1402755,0,8,0,3,5,7,3,3,5,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1608259,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1259975,2,8,0,25,25,25,0,1,2,3,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1626420,3242,2,2000,2000,4000,6000,638,3682,5991,7642,1631,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1485901,15,8,0,8,24,40,3,9,25,37,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2304297,3,2,0,0,1,3,0,2,2,2,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3137135,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1360718,3,4,0,3,3,3,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3241036,24,2,0,32,72,112,12,27,56,67,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" +1972595,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.3,0,"No","No","No","Yes","No","No" +1434122,91,8,0,0,0,0,0,0,4,4,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2229811,3,8,0,2,4,7,0,1,4,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3271369,558,8,3,100,300,400,35,109,431,622,113,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1960786,5,2,0,8,26,35,1,11,20,28,2,"No",0,1,0.99,0,"No","No","No","No","No","No" +1619757,71,2,6,300,600,912,126,381,688,981,17,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1622245,90,8,0,146,146,146,9,30,64,108,7,"No",0,0.83,0.83,0,"No","No","Yes","Yes","No","No" +1305527,52,2,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2859518,85,8,108,0,85,85,23,93,173,262,45,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1315213,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +3111953,29,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1522275,0,8,0,3,3,3,0,0,0,1,1,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1391855,4,8,0,168,240,264,37,68,107,284,16,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","Yes" +1766249,2,8,0,24,37,50,7,15,21,32,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2014368,211,2,0,0,0,0,9,33,63,85,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1854961,12,2,0,0,5,5,1,3,5,13,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3123777,119,8,0,0,0,0,0,3,3,5,0,"No",0,0.77,0.71,0,"No","No","No","Yes","No","No" +1297703,2,8,0,1,3,4,0,2,3,6,2,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1774931,4,8,0,5,5,5,0,2,5,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1184139,0,14,0,0,0,0,0,0,0,0,0,"No",0,0,0.1,0,"No","No","No","Yes","No","No" +1264465,20,4,0,0,0,0,0,4,7,11,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1602107,96,8,0,0,40,40,9,24,50,95,8,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1423656,6,12,0,0,0,0,0,2,3,5,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2880707,69,9,0,0,0,0,0,1,1,2,0,"No",0,0.58,0.45,0,"Yes","No","No","Yes","No","No" +1598275,20,8,0,0,0,0,4,6,16,32,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1412989,8,2,32,24,72,136,8,59,115,152,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","Yes" +2934887,4,2,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","No","No","No" +1318661,15,2,0,0,8,24,3,14,25,31,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1285497,298,8,0,0,0,0,0,0,1,3,0,"No",0,0.84,0.62,0,"No","No","No","Yes","No","No" +2112817,11,8,2,25,61,91,13,50,103,129,0,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +1214982,3,2,0,10,10,10,0,1,1,1,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1515459,1,2,0,2,4,6,1,2,4,4,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3234649,27718,12,480,1800,12000,20700,7662,28974,53435,83265,0,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +2275275,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.08,0.3,0,"No","No","No","Yes","No","No" +2273078,4,2,0,0,0,2,0,0,2,4,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1599402,35,8,0,0,40,60,11,25,38,61,2,"No",0,0.98,0.79,0,"No","No","No","Yes","No","Yes" +1382253,2,8,0,24,36,54,7,15,20,37,2,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1269409,247,NA,0,0,0,0,8,38,87,106,24,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1548681,66,8,0,704,1192,1687,150,524,1028,1519,174,"No",0,0.57,0.74,7,"No","No","Yes","Yes","No","Yes" +1771866,4,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1248596,10,8,0,24,48,72,6,15,34,52,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3271172,7,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1360776,0,2,0,20,20,20,1,3,3,3,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","Yes" +1181002,19,9,0,0,0,0,2,3,4,9,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1208138,11,8,0,0,0,4,1,1,4,12,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +1803268,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2245909,10,8,3,57,92,122,12,41,63,96,12,"No",0,0.76,0.84,0,"No","No","No","Yes","No","Yes" +1607132,41,8,14,23,58,93,12,38,73,100,20,"No",0,0.44,0.63,0,"No","No","No","Yes","No","No" +1872268,22,8,0,0,0,8,1,6,19,30,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1977816,5,8,0,10,10,20,5,17,30,47,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1154505,48,2,18,90,180,270,71,170,247,377,30,"No",0,1,0.97,12,"No","No","No","Yes","No","No" +1778923,40,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2305793,16,12,0,10,20,40,1,7,11,14,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1962409,56,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1403903,0,2,0,16,30,43,6,13,18,18,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +2067216,285,8,9,63,258,478,51,195,461,757,78,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2187851,4,2,2,2,2,2,1,9,12,12,0,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +1334572,2,2,1,2,5,6,0,0,0,0,0,"No",0,0.84,0.9,0,"Yes","No","No","Yes","No","No" +1928179,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2905746,5,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1836225,162,2,117,160,360,480,47,184,326,398,52,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1185672,7,2,0,2,2,2,0,0,0,0,0,"No",0,0.89,0.46,0,"Yes","No","No","Yes","No","No" +1375049,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2913852,5,8,0,52,78,104,12,28,59,89,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1915930,70,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1528516,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3218069,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2205356,723,4,20,900,1350,1800,92,501,1079,2740,386,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2134774,0,8,0,10,15,15,5,11,16,18,0,"No",0,0.34,0.53,0,"No","No","No","Yes","No","Yes" +1844417,0,8,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.6,0,"No","No","No","Yes","No","No" +1676323,12,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2085819,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3276563,10,8,0,12,23,34,2,8,17,24,0,"No",0,0.53,0.52,0,"No","No","No","Yes","No","No" +1516833,4,2,0,0,1,1,0,0,0,0,1,"No",0,0.73,0.86,0,"Yes","No","No","Yes","No","Yes" +1898552,6687,NA,7,0,0,0,7,227,460,702,127,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1456778,54,6,0,48,72,96,14,52,140,249,29,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1845701,3406,12,0,0,0,0,36,163,314,586,10,"No",0,0.93,0.84,0,"No","No","Yes","Yes","No","No" +2879033,12,8,0,0,0,0,0,2,7,10,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +3067113,12,8,0,0,0,0,0,0,0,1,2,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +3254168,117,2,0,41,88,132,34,98,147,230,23,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1395389,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1860717,17,4,0,20,20,20,0,1,2,3,0,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +2865292,29,4,8,30,54,66,4,17,41,62,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2042732,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3035171,2,2,1,4,6,10,1,3,5,7,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","Yes" +1267289,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1995086,0,4,0,9,11,11,2,6,6,6,0,"No",0,0.61,0.61,0,"Yes","No","No","Yes","No","Yes" +2093233,0,2,0,12,21,29,7,12,24,50,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1508680,5,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1610415,0,NA,0,50,50,50,0,0,0,0,0,"No",0,-99,-99,1,"No","No","No","Yes","No","Yes" +2895913,3,8,0,0,0,0,0,0,1,2,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1541123,0,2,0,1,1,1,0,0,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2243721,13,2,0,0,20,20,4,9,15,15,3,"No",0,0.6,0.64,0,"No","No","No","Yes","No","Yes" +1971135,0,8,0,7,9,12,2,7,13,21,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +1721085,34,52,0,0,0,0,1,1,3,4,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2986893,3,3,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1791515,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1173710,185,8,18,574,1091,1544,286,499,908,1464,178,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1512024,2,12,0,9,16,20,2,4,10,18,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3254255,19,8,0,0,0,0,0,0,0,5,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2264961,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1577170,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.17,0.17,0,"Yes","No","No","Yes","No","Yes" +2045450,44,8,0,0,0,0,0,0,0,16,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1675794,2,2,0,10,25,40,6,19,29,43,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1664500,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3164974,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +2048237,0,4,0,100,100,100,0,22,22,32,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1292178,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1437729,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2314445,2225,8,0,0,0,0,11,44,106,171,29,"No",0,1,1,0,"No","No","No","Yes","No","No" +1625078,289,8,4,0,80,80,35,70,137,255,31,"No",0,0.37,0.29,0,"No","No","No","Yes","No","No" +2181264,3,12,0,6,6,6,1,2,2,6,0,"No",0,0.46,0.38,0,"No","No","No","Yes","No","No" +1844294,61,12,0,0,0,0,0,4,11,13,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1942632,3,2,0,3,15,24,1,7,13,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1832175,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2062153,6788,12,2799,3687,3687,4801,338,1370,2805,4709,964,"No",0,0.61,0.58,72,"No","No","Yes","Yes","No","No" +1181278,197,2,0,0,0,0,2,17,26,34,0,"No",0,0.97,0.99,0,"No","No","No","Yes","No","No" +1812988,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +3122876,480,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1529530,8,4,0,0,2,8,0,5,7,11,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1263308,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3049198,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","Yes" +2007771,12,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2884132,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1656335,41,4,0,0,0,0,1,1,2,5,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1440042,4,8,0,52,72,92,4,21,47,80,22,"No",24,0.83,0.86,0,"No","No","No","Yes","No","Yes" +1794051,82,9,0,0,0,0,6,17,22,34,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2911901,72,8,3,37,97,145,21,68,127,191,22,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2904229,19,8,0,0,11,22,4,11,28,44,48,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1913257,34,0,0,0,28,56,5,33,78,97,2,"No",0,0,0,0,"No","No","Yes","No","No","No" +1984931,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1309959,4,2,0,2,3,3,0,1,1,3,0,"No",0,0.8,0.66,0,"Yes","No","Yes","Yes","No","No" +1835278,0,2,0,50,50,50,1,5,5,7,0,"No",0,0.83,0.86,0,"No","No","Yes","Yes","No","Yes" +2080713,130,8,0,0,38,59,7,26,82,118,19,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1214120,10,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1954593,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +3018044,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2030528,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2251994,63,2,20,120,220,320,35,84,155,240,36,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +3077762,48,4,0,0,0,0,1,7,7,7,1,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1113621,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2128497,1,8,0,2,4,6,0,5,5,6,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1156701,2,8,0,1,3,5,1,2,2,5,0,"No",0,0.92,0.97,0,"No","No","No","Yes","No","No" +1448265,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1776271,2,14,0,2,6,10,2,6,7,11,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1526500,55,8,3,322,466,578,41,144,325,516,596,"No",16,0.33,0.57,0,"No","No","Yes","Yes","No","Yes" +1195460,0,0,0,25,49,63,0,0,0,0,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1978546,4970,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2892334,102,8,14,15,75,139,33,63,142,208,13,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2047656,33,2,0,0,0,0,4,20,27,27,4,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1533374,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3283675,1,8,1,1,3,4,1,2,4,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1816905,262,8,92,401,650,899,117,362,723,1066,72,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2867150,202,8,129,0,62,186,21,92,283,501,42,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2851731,4,8,0,5,5,5,3,8,12,19,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1577878,297,8,56,48,96,240,56,181,403,630,80,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3116757,119,52,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1552399,151,9,0,0,0,0,2,4,10,12,1,"No",0,0.95,0.89,0,"No","No","Yes","Yes","No","No" +2079371,50,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1327265,3,2,2,2,4,4,0,0,0,0,1,"No",0,0.09,0.06,0,"Yes","No","No","Yes","No","No" +1447060,27,8,0,0,6,12,4,15,39,48,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2304046,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1292754,30,4,15,15,30,30,8,42,82,100,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1424569,67,52,0,0,0,0,0,0,3,5,1,"No",0,0.81,0.85,0,"Yes","No","No","No","No","No" +1205253,3,8,0,15,27,37,1,6,11,17,0,"No",0,0.76,0.81,0,"No","No","No","Yes","No","No" +2813819,35,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2933187,156,12,0,0,0,0,0,4,32,98,4,"No",0,0.74,0.58,0,"No","No","No","Yes","No","No" +1419366,170,12,0,0,0,0,0,1,1,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2224154,8,12,1,10,10,10,1,4,10,13,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1630191,13,2,0,15,15,15,15,18,18,18,0,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","Yes" +1981810,576,4,60,0,20,80,40,92,187,353,37,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1581130,997,8,0,0,0,0,0,0,1,2,2,"No",0,0.98,0.99,0,"Yes","No","Yes","Yes","No","No" +2108651,294,4,59,24,120,192,38,144,335,586,50,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1708894,16,8,0,20,38,62,3,13,29,53,5,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2154473,6,8,0,0,0,0,2,6,10,15,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1404301,522,8,0,0,0,160,20,78,164,325,169,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1902917,65,13,0,32,32,32,6,20,36,63,1,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1637996,0,12,0,4,5,7,3,4,5,8,0,"No",0,0.73,0.68,0,"No","No","No","Yes","No","Yes" +3066895,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1306243,50,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","No","No","No" +1612790,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2074660,23,4,0,0,0,0,0,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3031161,12,9,0,4,4,6,0,2,11,19,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1625817,17,3,0,0,0,0,0,1,7,8,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2828469,9,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1923234,1,8,0,40,64,88,7,26,46,67,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1409656,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +3074418,96,13,0,0,0,0,2,3,7,14,3,"No",0,0.65,0.77,0,"Yes","No","No","Yes","No","No" +1522357,0,4,0,93,134,165,0,0,0,0,15,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1486737,3,2,0,0,0,10,0,3,4,5,0,"No",0,0.2,0.11,0,"No","No","No","Yes","No","No" +2909696,5,8,0,0,0,1,0,1,4,6,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1471788,8,12,8,0,0,0,1,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1849808,4,4,0,1,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3029808,7,8,0,12,12,12,2,5,11,13,1,"No",12,0.95,0.96,0,"No","No","No","Yes","No","No" +3008992,1,NA,0,0,0,0,8,45,89,153,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2131647,298,8,49,280,378,525,40,181,370,619,112,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2873107,27,8,0,80,80,80,2,6,10,17,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3104897,64,12,0,0,0,0,10,16,16,41,0,"No",0,0.65,0.75,0,"No","No","No","Yes","No","No" +1483199,1175,52,9,0,0,0,50,152,231,348,45,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1933911,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1907523,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1824286,7,8,0,68,111,168,4,43,84,123,19,"No",4,0.13,0.09,2,"No","No","Yes","Yes","No","Yes" +3146554,479,12,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1263031,0,8,0,1,2,3,1,2,2,2,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +2863721,7,12,0,0,0,0,0,0,1,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2953667,2,8,0,0,0,0,0,0,2,2,2,"No",0,0.49,0.74,0,"Yes","No","No","Yes","No","No" +1188126,15,2,0,28,28,28,0,2,2,2,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3213433,5,12,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1326821,24,8,0,28,58,88,9,23,48,71,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1672454,1,8,0,2,3,4,2,3,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1654638,43,52,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1961550,0,8,0,1200,1200,1200,0,0,0,0,0,"No",0,0.77,0.59,0,"No","No","No","Yes","No","No" +1235238,8,8,0,200,300,400,29,93,206,350,79,"No",0,0.67,0.61,2,"No","No","Yes","Yes","No","Yes" +2097691,11,8,0,0,5,10,4,8,12,16,5,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +3175831,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1785159,7,4,0,0,2,4,1,2,5,7,2,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1165562,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +2100047,380,2,0,156,156,312,45,161,408,655,94,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1294593,6540,9,25,0,0,0,211,693,1674,2959,212,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1737900,0,9,0,2,2,2,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1720061,73,NA,0,0,0,0,1,5,16,17,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2968360,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1240893,75,8,0,37,76,115,16,44,94,112,19,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3275105,70,8,0,8,60,128,9,44,102,102,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1870182,1,3,4,4,9,15,2,4,11,14,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1607175,1072,8,251,984,1701,2435,412,1209,2166,3321,1028,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2312441,223,12,3,330,330,990,18,186,560,716,114,"No",0,0.74,0.71,0,"No","No","Yes","Yes","No","No" +1943469,45,2,0,0,0,0,4,5,5,5,7,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1623473,4,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2846521,12,2,0,0,0,0,1,1,2,2,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1711408,0,2,2,2,4,6,1,3,4,5,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1190660,112,8,44,120,240,336,35,90,198,349,69,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2174155,2,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1936663,313,NA,0,0,0,0,2,5,31,38,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2981243,8,8,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1291753,11,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1805315,857,2,809,1000,2000,3000,349,1033,1949,2786,302,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1736624,907,4,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1782293,44,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +2085661,4,8,0,0,1,2,0,0,3,6,0,"No",0,0.84,0.93,0,"No","No","No","Yes","No","No" +1300223,3399,NA,0,741,2397,3225,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1136243,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2093182,1,8,0,50,50,50,0,8,15,28,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1512377,129,8,0,0,0,0,0,1,2,2,0,"No",0,0.75,0.84,0,"No","No","No","Yes","No","No" +1285427,72,2,0,0,0,0,0,0,0,2,0,"No",0,0.43,0.45,0,"Yes","No","Yes","Yes","No","No" +1925558,1304,8,396,1476,2976,4452,480,1656,3451,5500,540,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1149078,128,8,36,0,0,144,20,42,87,137,29,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2215330,107,9,15,48,132,192,33,101,207,319,70,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1316218,935,8,36,908,1535,1835,227,764,1587,2456,792,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3088350,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3064140,1,8,0,30,30,30,0,0,0,0,0,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2049424,8,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1794265,13,9,0,12,24,36,8,18,32,54,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2850821,6,8,0,0,0,1,3,3,8,10,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3107805,32,NA,3,0,0,0,6,14,35,59,47,"No",0,-99,-99,0,"No","No","No","No","No","No" +1530611,116,NA,0,0,0,0,0,2,10,13,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1394170,4,2,0,0,0,5,0,1,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3243345,168,9,3,0,0,25,21,64,111,158,14,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1189945,2648,8,0,0,0,0,4,135,262,273,99,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1855911,110,52,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.69,0,"Yes","No","No","No","No","No" +3012593,6,12,0,0,0,0,0,1,1,1,1,"No",0,0.06,0.13,0,"No","No","No","Yes","No","No" +2257177,11,8,0,0,0,0,0,0,1,9,4,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3281588,407,8,22,520,1120,1680,205,583,1198,1770,157,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2089869,-100,8,0,540,540,540,70,160,367,813,125,"No",0,0.22,0.17,100,"No","No","No","Yes","No","Yes" +1732313,1,9,0,1,1,1,0,0,0,0,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1230457,0,12,0,6,6,10,0,2,3,6,0,"No",0,0.48,0.39,0,"Yes","No","Yes","Yes","No","Yes" +1378057,8,8,0,0,0,0,0,0,0,3,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2821788,200,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1315834,39,3,0,36,90,144,20,68,108,162,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +1254985,92,8,12,1176,1968,3048,388,1191,2023,2712,271,"No",24,0.32,0.15,24,"No","No","No","Yes","No","Yes" +2111374,113,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1115640,9,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1478848,1,8,0,2,3,5,1,3,5,5,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3199000,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1985375,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1878334,1,NA,0,0,0,1,0,0,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2270080,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +1969923,86,4,1,123,204,283,17,35,50,56,10,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3145991,38,8,0,140,140,140,1,7,32,52,3,"No",0,0.62,0.67,0,"No","No","No","Yes","No","No" +1391849,61,2,0,0,0,0,3,11,19,33,6,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1662762,10,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3267666,2,12,0,3,6,6,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1645170,2,12,0,4,6,12,1,5,13,17,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1514703,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2138134,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3090637,14,2,0,500,500,500,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1601946,901,NA,8,0,0,0,34,69,104,195,34,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2858587,-3,8,0,162,251,319,16,58,132,235,34,"No",0,0.02,0.12,3,"No","No","Yes","Yes","No","Yes" +2229685,146,2,0,150,270,420,28,96,226,395,43,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +2838220,-1194,12,0,3787,3787,3787,1,9,25,33,28,"No",0,0,0,1267,"No","No","No","Yes","No","Yes" +1936827,249,12,0,0,0,44,102,136,143,164,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1218477,72,52,0,0,0,0,9,15,17,23,3,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1700282,7,3,0,0,5,5,4,6,8,13,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1849635,3830,8,0,0,0,0,30,88,141,274,61,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2966092,22,17,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1265158,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1758279,374,8,0,1400,2800,2800,474,1617,2134,2524,427,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +2009173,69,2,0,0,18,54,59,164,233,280,35,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1196335,2,9,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2009126,2,8,4,0,0,0,2,3,6,8,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1795022,19,2,0,0,0,0,0,0,0,3,0,"No",0,0.67,0.62,0,"Yes","No","No","Yes","No","No" +1280411,1,12,0,3,5,7,0,3,3,6,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1465766,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1824756,23,8,0,0,13,13,4,11,20,33,14,"No",0,0.78,0.71,0,"No","No","No","Yes","No","No" +2938729,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1706145,380,4,0,0,0,0,3,15,19,19,17,"No",0,0.88,0.78,0,"No","No","No","Yes","No","No" +1290672,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.11,0,"No","No","No","Yes","No","Yes" +1475533,9,8,0,24,32,44,7,15,34,49,8,"No",0,0.82,0.8,0,"No","No","No","Yes","No","Yes" +2076708,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1831878,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3061658,918,2,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +3160987,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" 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+2960681,3,2,0,30,60,97,12,34,65,102,0,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +1793063,1,12,0,20,30,50,1,10,25,33,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","Yes" +2041901,346,2,109,504,1008,1656,138,504,935,1278,233,"No",0,0.63,0.63,0,"No","No","No","Yes","No","No" +2195307,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1538885,0,2,0,24,42,66,0,0,0,0,2,"No",0,0.94,0.94,0,"No","No","Yes","Yes","No","Yes" +1453811,28,NA,0,0,0,0,2,2,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1156049,34,12,0,8,8,8,4,19,35,61,10,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1790477,89,8,4,30,90,120,20,64,134,206,29,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2868128,7,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1720120,20,4,10,0,0,0,0,4,12,17,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2281081,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2845410,40,2,0,0,0,0,2,2,10,10,1,"No",0,0.88,0.75,0,"Yes","No","Yes","Yes","No","No" +3147317,0,10,0,3,3,4,0,0,3,4,0,"No",1,0.89,0.9,0,"No","No","No","Yes","No","No" +1862483,2,2,0,1,3,4,1,2,2,3,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1319825,121,2,0,35,35,35,40,97,158,191,64,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1193490,107,8,0,54,126,198,13,47,140,226,34,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1139620,6,8,0,0,0,0,1,1,4,8,1,"No",0,0.19,0.16,0,"No","No","No","Yes","No","No" +1885280,6,2,0,9,21,36,0,6,12,13,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +2966194,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1204662,1236,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3033381,20,2,0,0,0,0,0,0,1,7,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +3069498,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1582726,26,9,0,0,0,0,0,1,1,1,1,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +1780067,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +2880688,381,8,2,0,0,0,4,10,23,34,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1369191,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1228767,0,8,0,6,6,6,0,1,1,2,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1845785,25,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +2208190,3,2,0,2,2,2,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","No" +1415453,6595,4,0,0,0,0,3,21,46,470,41,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2899810,4,8,0,20,20,25,6,14,25,35,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1313135,1,4,0,2,4,6,1,3,4,4,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2996738,-1,NA,0,0,0,0,3,11,34,64,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2992493,12,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2109091,58,6,0,64,160,240,12,47,106,188,23,"No",16,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2117483,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2971080,3055,2,2007,0,0,0,297,1020,2007,3087,297,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1304738,73,2,0,30,50,50,5,11,15,16,5,"No",0,0.95,0.91,0,"Yes","No","No","Yes","No","No" +2227319,365,0,12,0,250,500,67,212,452,713,95,"No",0,0,0,0,"No","No","No","No","No","No" +1509700,2,8,0,100,100,100,3,47,54,63,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1835491,24,12,0,663,1063,1503,105,386,786,1192,90,"No",0,0.88,0.86,10,"No","No","Yes","Yes","No","Yes" +1383376,20,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1194348,1687,8,0,0,0,0,4,6,27,27,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1883883,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1350592,6,8,0,0,0,0,1,1,1,2,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1637645,114,8,27,153,323,471,58,167,301,500,33,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1147140,1,8,0,1,2,3,3,5,5,6,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +2183900,76,8,133,412,712,1012,114,514,773,1059,73,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +1196366,2,12,0,0,0,0,0,0,0,1,1,"No",0,0.87,0.68,0,"No","No","No","Yes","No","Yes" +2936283,0,2,0,31,31,31,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1248494,0,8,6,102,156,211,16,45,48,48,25,"No",2,0.59,0.56,1,"No","No","No","Yes","No","Yes" +1519770,6,8,3,1,6,6,0,1,7,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1656179,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2255089,58,2,0,40,100,160,25,59,79,80,7,"No",0,0.83,0.8,0,"Yes","No","No","Yes","No","No" +2010222,40,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +2154041,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1485072,9,8,0,1,1,1,0,0,5,13,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1973505,13,2,0,15,30,45,8,15,37,58,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1193205,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1469758,3,0,0,50,50,100,6,12,26,30,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +2097192,0,12,12,10,10,10,0,2,12,18,7,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +3220098,4,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2278177,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.16,0.1,0,"No","No","No","Yes","No","No" +1414457,25,8,7,28,77,126,5,23,59,93,9,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1214765,22,52,0,0,0,0,1,4,5,6,24,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +2065570,769,8,0,0,0,0,6,21,34,50,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2950547,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2251445,3,4,0,0,0,0,0,0,2,2,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1356606,41,2,0,0,22,66,0,9,12,15,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1657716,2,8,0,8,8,8,1,2,6,11,15,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1966610,2,8,0,391,391,391,3,16,25,41,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2221642,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1595338,406,2,131,735,1372,2009,233,754,1442,2202,232,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1682706,3,8,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3119060,487,8,1836,163,163,163,264,686,1444,2498,78,"No",0,0,0,0,"No","No","No","Yes","No","No" +3203427,0,2,0,4,4,4,0,1,1,1,0,"No",0,0.36,0.54,0,"No","No","No","Yes","No","No" +1777879,232,2,123,280,578,919,156,546,899,1145,108,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +2022937,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2139355,11,2,0,0,8,16,2,9,27,36,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2943038,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2307184,84,8,3,210,350,560,39,151,269,390,63,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +1694320,50,2,0,28,56,112,10,27,60,76,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2940189,23,8,0,15,15,30,3,14,22,33,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1586591,8,2,0,0,0,0,2,3,8,8,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +2290067,37,8,0,0,0,0,0,1,3,3,2,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1835054,1087,2,62,960,960,960,192,563,1062,1565,189,"No",0,0.68,0.82,0,"No","No","No","Yes","No","No" +2315774,8,2,0,10,20,30,2,2,3,3,0,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +2050918,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3170349,3,2,1,1,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +1230906,25,2,0,0,32,32,2,11,24,30,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1411180,6,12,0,6,6,8,5,6,13,18,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2238630,3,2,0,2,5,5,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +1845266,42,8,0,0,0,0,0,1,2,5,0,"No",0,0.16,0.16,0,"No","No","No","Yes","No","No" +1506587,6,2,8,53,97,130,12,30,50,70,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1507872,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1610868,0,2,0,72,108,108,0,0,0,0,4,"No",0,0.67,0.55,0,"Yes","No","No","No","No","Yes" +1749641,4,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1509852,2,8,0,28,61,94,3,26,56,82,6,"No",0,0.86,0.81,0,"No","No","No","Yes","No","Yes" +1233662,119,8,0,0,0,0,14,23,58,107,43,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1816942,897,9,0,0,0,0,2,5,12,15,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1317832,0,2,50,0,0,0,0,3,15,15,0,"No",0,0.17,0.07,0,"Yes","No","No","Yes","No","No" +2816073,1,2,0,1,2,2,0,1,1,1,1,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1668576,140,4,6,0,0,0,14,31,70,108,15,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3002779,4,8,0,3,6,12,2,6,8,15,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3105971,0,8,0,2,3,5,1,2,4,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1840280,7,12,0,0,0,2,3,5,6,9,1,"No",0,0.87,0.93,0,"No","No","Yes","Yes","No","No" +1805688,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1347198,340,2,21,830,1655,2180,208,592,1251,2197,392,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1845292,92,8,0,0,0,0,3,10,36,57,14,"No",0,0.34,0.39,0,"No","No","No","Yes","No","No" +3180659,12,3,8,12,27,42,7,21,32,43,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1179700,45,8,0,432,594,756,280,386,508,962,106,"No",0,0.91,0.73,43,"No","No","No","Yes","No","No" 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+1866111,24,4,0,20,40,60,14,32,68,92,1,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1754655,1,12,0,8,8,8,0,3,7,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1750071,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1276381,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1172867,2,14,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1362498,0,2,0,4,4,4,0,0,0,0,1,"No",0,0.69,0.71,0,"Yes","No","Yes","Yes","No","No" +2282090,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1418022,8,8,0,0,0,1,1,2,7,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1820431,1998,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2201569,91,8,0,0,0,0,4,20,47,56,7,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1561626,60,2,0,0,0,0,11,28,59,70,0,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +1340038,38,8,30,0,30,60,8,28,48,81,20,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3169323,130,2,11,120,240,360,39,121,202,323,43,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1504972,1,2,0,0,0,0,1,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1285364,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2991644,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3018753,-5,8,3,71,122,177,13,23,75,116,15,"No",0,0.16,0.1,7,"No","No","Yes","Yes","No","Yes" +3153599,84,NA,0,0,0,0,3,4,7,8,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3128674,10,2,0,0,10,15,0,1,6,16,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1154668,-19,8,0,280,420,420,12,34,154,200,2,"No",0,1,0.96,19,"No","No","No","Yes","No","Yes" +3050290,14,2,0,20,20,20,5,16,28,38,4,"No",0,0.78,0.9,0,"No","No","Yes","Yes","No","No" +1602345,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1193399,50,12,50,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","Yes","Yes","No","No" +2878247,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2054843,16,2,2,12,33,54,1,18,39,63,0,"No",0,0.03,0.04,0,"No","No","Yes","Yes","No","No" +3035276,4,4,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1852064,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1207535,3,8,0,3,6,9,0,3,4,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3084296,287,10,138,1080,1920,2700,212,710,1433,2194,215,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +2299601,17,8,0,0,0,0,0,1,1,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2118490,35,16,0,0,0,0,3,14,24,46,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3003269,1,8,0,9,9,24,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1740419,1,9,0,0,0,1,0,0,1,1,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1738556,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1707301,4,8,0,10,22,34,5,16,21,39,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +1988908,2,2,0,25,25,25,7,10,17,20,1,"No",0,0.95,0.92,0,"No","No","No","Yes","No","Yes" +1649076,44,8,2,0,0,0,3,7,13,26,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1955699,2,4,4,0,0,0,0,2,2,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1301899,921,2,0,300,300,300,9,34,57,74,15,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2866880,10,3,0,6,21,36,2,9,21,34,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2962688,9,8,0,12,24,48,3,15,26,38,4,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1922806,62,8,0,0,0,0,1,1,1,10,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3216985,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1389992,465,8,5,120,120,240,36,116,308,448,98,"No",0,0.68,0.6,0,"No","No","No","Yes","No","No" +2207663,2,12,0,31,46,64,12,22,34,58,1,"No",0,0.77,0.75,0,"No","No","No","Yes","No","Yes" +1586498,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3002872,11,4,8,25,56,96,7,15,15,15,0,"No",0,0.95,0.77,0,"Yes","No","No","Yes","No","No" +1367040,22,8,0,0,0,0,0,1,1,3,0,"No",0,0.95,0.87,0,"Yes","No","No","Yes","No","No" +1638464,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1869441,6,8,0,0,3,9,0,2,5,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2298309,4,4,1,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +3106278,11,10,0,0,0,0,1,1,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1764865,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2915196,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2212731,17,4,0,0,0,0,1,2,3,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2056247,464,NA,0,0,0,0,8,23,48,74,17,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1572326,1842,8,508,2180,4260,6080,695,2215,4414,6394,604,"No",100,0.99,0.96,0,"No","No","No","Yes","No","No" +2979391,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2047720,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1413700,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","No" +1955445,230,4,0,0,60,120,0,23,90,193,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2166830,10,8,0,112,112,224,18,43,78,145,28,"No",0,0.84,0.87,1,"No","No","Yes","Yes","No","Yes" +1355021,51,8,0,0,0,0,0,1,1,1,2,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1512165,18,2,0,0,8,24,3,15,42,69,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2096376,207,12,0,0,0,0,3,9,22,33,5,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2219639,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1881014,0,8,0,13,20,27,5,11,19,24,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2807827,0,2,20,0,28,28,0,0,0,0,0,"No",0,0.97,0.86,0,"Yes","No","No","Yes","No","No" +2260135,431,8,125,120,240,360,18,113,373,587,48,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1598896,13919,8,4251,7986,18881,25341,3188,10361,21751,33807,4961,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2178651,35,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1383020,45,8,0,0,0,0,3,5,16,24,1,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1678332,8,8,0,0,0,0,1,2,2,2,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1657324,50,2,0,0,0,0,0,2,3,3,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +3186664,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1864318,268,2,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1243671,1,2,0,2,4,5,1,2,3,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2199509,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1154682,7,2,0,20,40,60,7,15,28,41,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2230302,69,8,0,0,0,0,1,1,4,8,1,"No",0,0.77,0.86,0,"No","No","No","Yes","No","No" +1960248,3,8,0,1,2,4,2,3,5,10,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1718170,20,12,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1848707,9,8,0,8,16,24,1,9,24,34,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2210739,3,8,0,2,4,5,1,2,4,5,1,"No",0,0.9,0.74,0,"No","No","No","Yes","No","No" +1437856,5,2,0,5,20,25,3,10,15,24,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2961961,77,8,24,9,45,73,9,37,83,116,18,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1950244,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1710138,12,9,0,0,0,0,1,1,1,2,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2314431,182,8,0,0,0,0,1,2,5,7,0,"No",0,0.92,0.85,0,"No","No","No","Yes","No","No" +3053686,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1534483,1,9,0,2,4,6,0,2,4,6,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","Yes" +3228760,20,2,0,10,10,10,0,0,0,0,0,"No",0,0.81,0.91,0,"Yes","No","No","Yes","No","No" +1821209,2,10,0,0,0,0,0,0,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1639263,48,2,0,52,84,100,12,41,80,111,24,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3161975,11098,8,13,0,0,0,7,45,76,101,19,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +1508482,10,9,0,6,12,18,4,14,24,37,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1720038,43,52,0,0,0,0,0,4,15,22,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1530299,656,8,263,2600,3800,4800,598,1413,2570,4420,581,"No",0,0.09,0.09,0,"No","No","Yes","Yes","No","Yes" +1889960,276,8,280,1512,3136,4760,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2825075,3,8,0,3,5,8,1,2,6,7,1,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2915275,10,2,0,15,15,15,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2956224,20,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3164496,8,52,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1321566,0,2,0,1017,1647,1842,0,0,0,0,86,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1944867,0,12,0,5,7,7,1,1,2,2,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1213645,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2279184,1,12,0,52,80,108,18,45,86,136,15,"No",4,0.87,0.78,0,"No","No","No","Yes","No","Yes" +2307669,44,8,19,43,103,168,20,87,178,295,26,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1463895,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2963874,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2183926,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2061118,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.57,0,"Yes","No","Yes","Yes","No","No" +2838887,115,8,3,0,0,100,7,24,43,85,19,"No",0,0.53,0.44,0,"No","No","No","Yes","No","No" +1941462,5,0,0,10,18,26,2,12,28,40,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +2852564,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2168550,24,8,0,39,81,123,11,36,89,125,22,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1792143,45,2,29,54,81,108,10,55,99,130,22,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1668028,3385,8,0,0,0,0,12,40,81,182,6,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3043556,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1607528,119,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3076949,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2895077,155,2,0,0,0,0,0,2,14,15,0,"No",0,0.34,0.37,0,"No","No","No","Yes","No","No" +1225095,2,8,0,25,25,25,2,5,7,8,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2128768,47,8,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1802923,0,4,0,9,9,9,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2860973,2035,12,0,0,0,0,5,17,32,47,15,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3240100,54,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2853811,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1126038,45,8,1,147,266,387,31,105,219,354,80,"Yes",9,0.87,0.89,0,"No","No","Yes","Yes","No","Yes" +2827193,5,9,0,0,1,2,1,3,7,9,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1254700,1,8,0,3,4,6,4,5,6,10,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3008033,175,8,0,0,0,0,1,7,18,26,3,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1295930,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1529143,16,12,7,6,6,9,1,11,27,43,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3270200,1,2,0,14,21,35,3,10,22,25,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1622327,43,4,9,24,48,60,4,19,36,47,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1261022,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3053170,4164,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1201499,34,8,0,0,30,45,3,15,46,83,12,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2840866,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1403494,5,2,0,0,0,0,1,1,3,3,0,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2120230,446,12,155,225,375,450,82,216,424,814,88,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1729606,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1415930,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +3077605,5,8,0,11,11,27,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2813458,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2030114,1,8,0,2,4,6,0,5,5,6,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1239775,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1200128,893,8,212,546,1086,1626,204,593,1202,1980,112,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2269816,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.92,0,"No","No","Yes","Yes","No","No" +2297950,9,8,0,6,18,30,8,15,25,34,5,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2071751,121,NA,0,0,0,0,1,5,12,23,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1858212,0,8,0,3,5,6,1,2,4,8,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","Yes" +3029242,24,8,0,0,16,32,1,11,17,28,2,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1937791,2,3,0,25,37,61,10,21,26,32,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +3125516,53,2,0,0,37,74,4,19,155,196,7,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +1217466,8,8,0,0,0,0,2,3,4,5,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3275685,186,8,0,0,0,0,0,0,0,0,0,"No",0,0.35,0.68,0,"Yes","No","No","Yes","No","No" +1756443,225,8,6,334,629,924,100,324,636,1015,106,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +1699254,3,2,0,1,3,5,0,1,6,9,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1276024,8,9,0,0,0,0,1,1,1,2,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2310778,65,8,0,30,30,60,6,65,127,150,20,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3257332,1364,12,0,0,0,0,22,59,102,503,100,"No",0,-99,-99,0,"No","No","No","No","No","No" +3150624,166,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1358900,0,2,0,6,9,11,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1539042,5,8,0,96,96,192,7,30,52,79,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +1173963,0,8,0,7,14,14,1,5,8,8,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3007557,0,NA,0,0,0,0,2,4,4,4,4,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3098278,8,2,0,0,0,0,0,0,1,1,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +1991468,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1723214,0,12,0,4,4,4,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1186118,80,4,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1693630,6,8,7,12,22,28,3,11,25,31,2,"No",0,0.77,0.77,0,"No","No","No","Yes","No","No" +1925352,0,12,0,5,5,6,0,3,5,5,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1413896,1,2,0,3,5,7,1,3,6,8,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +1528692,2,NA,0,0,0,0,0,0,2,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1721369,0,2,0,6,8,8,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1381059,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1646157,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +2166112,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1285277,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2116272,3,8,0,5,5,10,1,2,6,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3273198,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1621564,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2813960,23,12,2,2375,3816,5476,357,1805,4002,5700,154,"No",0,0.7,0.76,5,"No","No","No","Yes","No","Yes" +3143320,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1871434,0,12,0,1,1,1,3,3,3,4,2,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1875333,24,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3040085,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3106632,209,4,0,0,0,0,2,6,7,15,0,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +1618283,7,2,0,6,6,6,0,0,0,4,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2306997,20,8,0,24,24,48,11,28,51,79,8,"No",0,0.91,0.95,0,"No","No","Yes","Yes","No","No" +2844688,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2233021,51,8,0,30,66,90,13,34,61,120,17,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1397619,148,8,62,144,156,288,41,162,286,409,52,"No",0,0.87,0.94,0,"No","No","Yes","Yes","No","No" +3113734,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1279996,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1225526,17,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2015548,3,8,0,14,14,14,0,4,7,9,0,"No",0,0.6,0.49,0,"No","No","Yes","Yes","No","No" +3153438,150,9,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1964024,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1717208,4,8,0,12,24,24,5,9,16,21,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +3205409,1,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2210866,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1758368,7,8,0,0,0,0,0,0,2,2,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1330966,971,4,545,2320,4480,7040,899,2825,5270,7710,916,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2100019,3,8,1,0,1,3,0,1,3,5,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2285160,14,2,11,28,60,100,4,16,33,46,0,"No",4,0.82,0.81,0,"No","No","No","Yes","No","No" +1618326,0,2,0,13,19,19,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","No" +3192824,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3019428,979,8,240,1620,3630,5535,570,1998,4404,7085,361,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3112804,103,2,60,360,720,1080,90,300,554,750,83,"No",0,0.69,0.67,0,"No","No","No","Yes","No","No" +3047947,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1459942,7,8,0,32,48,68,8,21,58,99,19,"No",0,0.75,0.86,0,"Yes","No","Yes","Yes","No","Yes" +1803937,3,8,17,17,34,68,7,21,48,72,6,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +2859213,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1177282,179,8,0,0,0,0,3,8,13,18,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2921504,9,0,0,24,47,69,7,18,37,78,8,"No",0,-99,0,0,"No","No","No","No","No","No" +3098643,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1451626,1,8,0,60,89,124,7,52,85,132,21,"No",0,0,0.15,0,"No","No","No","Yes","No","Yes" +1120407,1,12,0,1,3,4,4,5,10,16,1,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +1593355,35,8,0,0,0,0,2,2,2,3,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3015139,54,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.66,0,"No","No","No","Yes","No","No" +1513626,51,8,0,0,25,25,12,34,56,81,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2072753,50,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2875630,0,4,0,100,100,100,22,24,25,28,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","Yes" +1553918,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1205148,1,12,0,21,31,47,3,17,26,38,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3272933,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1981081,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1553753,34,8,0,0,120,120,4,11,22,37,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1790562,17,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1742561,45,2,59,60,190,320,6,6,6,6,0,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","Yes" +3231521,9,2,0,0,0,0,0,0,0,2,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3038823,23,8,0,0,0,0,0,0,0,2,0,"No",0,0.46,0.68,0,"No","No","No","Yes","No","No" +1249549,10,4,0,13,23,33,0,0,5,5,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1293143,136,3,9,150,300,480,43,133,296,453,56,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1957306,3,8,0,15,21,35,4,13,18,33,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1599487,3,4,4,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3092101,23,8,0,0,0,0,0,0,1,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2911920,41,8,3,11,19,34,7,20,48,71,15,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1696049,7,8,0,0,0,0,1,2,5,7,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +3132788,7,9,0,0,0,0,0,0,1,2,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1972655,258,12,17,21,84,126,51,161,284,525,58,"No",0,0,0.31,0,"No","No","No","Yes","No","No" +2207738,0,NA,0,0,0,0,6,12,31,46,5,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1966492,167,2,0,0,0,0,34,38,38,38,15,"No",0,0.73,0.77,0,"Yes","No","No","Yes","No","No" +1340951,16,2,0,0,0,0,1,5,8,10,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1368006,1141,8,0,0,0,0,14,53,104,146,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2195537,34,6,0,0,27,27,6,20,39,63,7,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +3033996,6,12,0,0,1,2,0,2,5,11,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1845442,1,2,0,2,3,4,0,1,2,2,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +2283674,1009,8,22,0,0,0,29,104,207,269,49,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +2877537,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3189047,0,2,0,0,0,0,1,4,4,6,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","Yes" +1424772,0,2,0,15,30,30,3,6,14,16,0,"No",0,0.81,0.91,0,"No","No","No","Yes","No","Yes" +1782563,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1416589,2,12,0,0,0,1,0,0,1,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2240098,3,2,0,2,6,8,4,12,20,24,2,"No",0,0.56,0.69,0,"No","No","No","Yes","No","Yes" +3110876,5,8,0,0,0,1,0,0,3,5,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1170987,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1655602,160,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1115351,4087,8,0,0,0,0,70,712,812,899,180,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3009031,3,2,28,5,5,5,0,0,0,0,1,"No",0,0.92,0.96,0,"Yes","No","Yes","Yes","No","No" +3166556,0,3,0,6,6,6,0,0,0,0,0,"No",0,0.93,0.78,0,"Yes","No","Yes","Yes","No","No" +2077562,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2255107,0,2,4,0,3,3,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1276491,4,4,0,3,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1369035,3,8,0,0,0,0,0,1,1,5,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3149980,19,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2253224,77,4,24,1359,2319,3135,178,787,1221,1236,137,"No",72,0.57,0.7,2,"No","No","No","Yes","No","Yes" +1180509,9,2,3,14,27,33,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1350731,0,2,1,3,3,3,4,5,5,5,0,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","Yes" +1938095,2,9,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3274060,29,8,9,33,77,129,8,25,55,87,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1436009,7,8,6,25,60,90,2,28,43,68,7,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +2878559,4,8,2,353,353,353,0,2,5,6,1,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1904424,0,4,5,4,5,5,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1740184,9,2,0,10,15,30,6,28,35,49,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2257377,35,2,0,0,0,0,0,6,20,32,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1895067,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.65,0,"Yes","No","Yes","Yes","No","No" +2020646,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3009829,27,2,0,0,0,0,1,12,13,14,0,"No",0,0.7,0.55,0,"Yes","No","Yes","Yes","No","No" +1614281,8,2,0,5,10,15,1,4,18,21,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1248049,13,8,0,0,0,0,0,1,1,2,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1412554,167,8,0,0,0,0,5,14,33,56,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2214362,93,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1976294,2,2,0,5,7,8,2,3,5,13,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2309542,2,2,0,1,3,5,0,0,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1956283,14,4,0,0,0,0,0,1,1,3,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +2835458,250,NA,0,0,0,0,0,15,40,55,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3018783,2019,8,0,0,0,0,56,198,565,948,152,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2241225,-33,8,0,293,433,530,33,144,287,480,38,"No",23,0.57,0.6,44,"No","No","No","Yes","No","Yes" +2863176,2,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2884169,2,12,0,3,6,6,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +1285895,54,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2094313,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +2906097,21,8,0,0,0,0,0,1,8,14,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1902097,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1709411,190,2,0,0,0,0,0,2,4,7,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1560204,5,2,0,0,1,1,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1537302,0,8,2,0,1,1,1,1,3,4,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1709474,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3131992,147,NA,0,0,0,0,1,6,13,31,6,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2860948,4,8,0,0,0,0,0,0,1,3,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1408049,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1396361,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1223949,11,8,17,28,68,98,7,29,54,81,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +1964202,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1429888,11,8,0,11,39,39,3,9,32,55,19,"No",11,0.91,0.85,0,"No","No","No","No","No","No" +2308918,59,8,4,10,50,90,13,55,122,177,25,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1773197,16,8,0,25,77,103,13,33,60,85,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1955510,3,4,0,1,3,4,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2208524,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2226624,33,12,2,0,0,0,5,12,29,47,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2202521,66,2,0,32,64,64,6,30,170,226,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1703855,0,8,0,22,44,44,9,20,29,38,3,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1824136,131,8,6,240,360,480,61,159,304,471,43,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1349304,12,2,0,10,23,23,3,4,4,4,2,"No",0,0.93,0.92,0,"No","No","Yes","Yes","No","No" +1414971,198,12,0,0,0,0,3,6,15,18,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1627680,6,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1495073,7,8,0,0,0,0,0,0,1,3,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1211345,22,8,0,0,0,0,0,1,3,4,3,"No",0,1,0.98,0,"No","No","No","No","No","No" +1556278,58,8,0,0,0,0,2,8,20,26,5,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2164169,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3057292,18,8,0,0,0,0,0,3,6,10,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1681081,53,8,1,65,81,97,20,47,86,139,31,"No",0,0.3,0.3,0,"No","No","No","Yes","No","No" +1337461,116,2,32,80,160,192,38,117,221,286,29,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +3164250,24,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2305309,30,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3212744,1,9,0,47,50,58,12,28,39,58,3,"No",1,0.35,0.41,0,"No","No","No","Yes","No","Yes" +1969395,4,8,1,1,3,6,0,2,5,7,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1434713,174,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2283024,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +2041347,28,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +2900761,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2942462,308,0,1,0,0,0,0,6,15,20,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1657374,129,2,0,0,0,0,2,6,10,18,0,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +2054028,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1725951,390,8,0,129,274,419,21,67,146,250,35,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3220560,1375,8,0,0,0,0,0,0,1,1,0,"No",0,-99,1,0,"No","No","Yes","Yes","No","No" +2124631,6,8,7,14,21,35,5,11,21,31,3,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +3232667,57,2,0,0,0,0,2,4,7,7,1,"No",0,0.8,0.86,0,"Yes","No","No","Yes","No","No" +1291635,11,2,32,40,80,120,18,64,115,151,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1838903,258,13,0,0,0,69,46,84,305,397,64,"No",0,1,1,0,"No","No","No","Yes","No","No" +2278931,374,NA,0,0,0,0,0,4,9,10,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1415857,12,9,0,0,0,0,3,12,17,19,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1486657,36,9,0,12,12,24,0,3,15,30,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1704573,59,16,0,0,0,0,2,2,2,4,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1494514,671,4,0,1000,1500,2000,431,787,1282,1786,325,"No",0,0.97,0.96,1,"No","No","Yes","Yes","No","No" +1409057,6,2,0,0,0,0,0,0,0,4,0,"No",0,0.86,0.72,0,"Yes","No","No","Yes","No","No" +1355592,2086,4,0,0,0,0,16,61,118,287,42,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1568514,3,8,420,955,1803,2969,0,0,0,0,0,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1336421,967,8,0,0,0,0,0,0,3,7,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3001398,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1621699,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2224651,3,8,1,6,6,7,0,6,11,12,3,"No",0,0.77,0.86,0,"No","No","No","Yes","No","No" +2819244,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3280583,62,12,35,0,0,17,14,34,63,103,11,"No",0,0.68,0.68,0,"No","No","Yes","Yes","No","No" 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+1999210,52,8,20,0,40,90,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1369484,13,2,0,24,72,96,11,38,53,75,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2125557,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1120986,0,NA,0,0,0,0,0,0,33,35,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1279044,-3,0,0,8,8,16,1,5,11,12,1,"No",0,0,0,3,"No","No","Yes","No","No","Yes" +1740899,7,8,0,2,2,2,0,2,3,4,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2825813,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +3220389,23,4,8,0,8,8,2,4,4,4,0,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +1434443,-1,NA,0,0,17,27,2,11,15,22,0,"No",0,-99,-99,1,"Yes","No","Yes","No","No","Yes" +1306135,2,8,0,0,0,0,9,10,14,16,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +3268711,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1768818,10,9,0,40,43,43,9,19,34,58,3,"No",0,0.35,0.47,0,"No","No","No","Yes","No","Yes" +2244169,0,8,0,0,0,0,0,3,6,11,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1831906,20,9,1,0,0,0,6,12,16,30,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3264597,24,8,0,0,0,0,0,1,1,1,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1502445,1,12,0,8,8,8,0,3,7,12,3,"No",4,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1615841,2,2,0,10,10,10,2,4,12,13,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1398384,-85,12,0,126,126,126,0,110,141,187,140,"No",0,0,0.01,0,"No","No","No","Yes","No","Yes" +1472259,30,8,0,0,0,0,0,5,11,20,0,"No",0,1,0.76,0,"No","No","No","Yes","No","No" +1396783,-1,8,0,67,107,147,15,40,75,121,21,"No",0,0,0.5,1,"No","No","Yes","Yes","No","Yes" +2167622,0,9,0,5,6,7,1,8,11,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1127916,79,8,0,0,0,0,10,14,25,30,1,"No",0,0.55,0.65,0,"No","No","No","Yes","No","No" +2081449,33,12,0,64,64,96,52,61,66,117,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +3144200,70,9,0,0,12,24,2,12,28,47,7,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2214325,0,2,0,2,7,7,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","Yes" +1298925,100,8,20,55,110,200,37,166,191,231,26,"No",0,0.89,0.93,0,"No","No","Yes","Yes","No","Yes" +1266851,246,12,0,0,0,0,0,2,2,2,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1865474,4,8,0,17,26,35,4,8,14,27,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1175154,9,2,0,0,5,15,2,5,16,21,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2027195,68,8,1,0,0,0,4,18,54,70,9,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +3203583,3,8,0,0,0,0,0,2,2,2,1,"No",0,0.7,0.53,0,"No","No","No","Yes","No","No" +2209061,2,NA,0,0,0,0,0,2,7,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1670586,4,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2166390,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1256546,84,8,48,0,48,96,13,43,89,149,25,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1961954,15,0,0,0,0,0,0,0,1,5,1,"No",0,0,0,0,"No","No","No","No","No","No" +2278750,480,2,0,0,0,0,2,4,9,10,2,"No",0,0.22,0.38,0,"Yes","No","No","Yes","No","No" +1163451,1238,2,659,1208,2426,3035,325,1085,2158,3024,294,"No",0,0.8,0.85,0,"No","No","No","Yes","No","No" +2220081,19,52,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2002714,2,NA,0,0,0,0,2,2,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1568242,1135,4,46,869,2111,3631,323,1153,2813,4051,329,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1173921,3,8,0,0,0,1,0,0,1,4,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +2239937,5,5,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1949958,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1226257,1062,NA,0,0,0,0,2,2,3,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1739562,137,8,0,0,0,0,1,3,5,9,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2273746,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1714107,3,0,0,8,15,25,2,8,8,8,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1807107,46,8,0,0,0,50,3,10,23,40,5,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3038692,101,52,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.68,0,"Yes","No","No","Yes","No","No" +3281107,79,4,0,0,0,15,5,24,48,65,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1667364,38,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1571390,63,8,17,83,158,233,26,75,146,227,25,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1272807,2269,2,44,12283,20947,29983,2445,7370,13042,13048,2482,"No",0,0.54,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1650080,37,8,0,0,0,10,3,12,28,46,14,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1271155,18,8,0,0,0,0,1,1,1,10,0,"No",0,0.76,0.69,0,"No","No","No","Yes","No","No" +1958088,52,8,5,15,20,60,14,37,103,149,13,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +1922260,3,12,0,0,0,0,0,0,3,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2897622,12,12,2,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2130636,17,4,0,0,0,0,2,5,9,14,6,"No",0,0.91,0.83,0,"No","No","No","Yes","No","No" +1793070,310,2,67,450,900,1350,131,406,876,1053,108,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1720690,2,12,0,1,2,3,0,1,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1739051,3599,9,0,0,0,0,29,96,137,186,39,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3074969,14213,2,0,21480,47520,73500,265,845,1944,3124,278,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2089598,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1213931,78,8,8,31,46,86,16,52,112,175,18,"No",0,0.45,0.52,0,"No","No","No","Yes","No","No" +1949349,2,10,0,0,0,0,1,1,2,3,2,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +1725457,47,8,8,18,39,67,7,27,67,115,12,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3206230,3,9,0,0,0,0,0,1,1,1,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2207485,18,8,5,0,0,0,0,3,11,20,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2235177,18,2,0,30,60,110,9,30,64,99,5,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1439087,27,2,0,0,0,4,2,5,13,18,1,"No",0,0.45,0.45,0,"Yes","No","No","Yes","No","No" +3152024,107,52,0,79,133,133,5,21,45,81,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1450377,2,2,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","Yes" +1899888,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2846844,49,8,0,0,0,0,1,3,11,16,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2111058,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3262005,9,9,0,0,0,0,1,2,2,2,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1126780,91,NA,0,0,0,0,2,4,6,13,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3021318,0,8,0,57,57,57,2,4,7,9,4,"No",0,0.5,0.52,0,"Yes","No","No","No","No","Yes" +1366063,10,8,1,18,34,50,9,20,35,53,10,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +1348424,4,3,0,0,0,2,1,2,3,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2971982,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +2190314,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3035061,395,8,0,0,0,0,0,3,12,19,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1252869,2,8,0,0,0,0,0,2,4,4,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1635926,8,8,0,0,0,1,0,1,7,16,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +1386505,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1930938,35,4,0,0,0,0,2,9,14,21,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1523415,90,8,0,0,0,0,4,10,29,33,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2048212,4,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2959068,127,8,59,0,0,0,14,39,162,193,0,"No",0,0.98,0.87,0,"No","No","No","Yes","No","No" +1813600,6,8,0,18,30,42,0,8,15,26,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +3177022,2,9,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1463623,34,3,1,24,24,34,45,77,82,82,28,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1799591,23,8,0,0,0,0,0,4,9,16,4,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1846882,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1748259,0,2,0,24,24,24,2,7,7,7,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1834328,7,8,0,48,96,144,6,28,41,45,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","Yes" +2177023,4,4,0,16,32,48,13,30,44,57,3,"No",0,0.87,0.91,0,"No","No","No","Yes","No","Yes" +1643532,2,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3048768,123,NA,2,0,0,0,11,38,100,178,29,"No",0,-99,-99,0,"No","No","No","No","No","No" +1795919,0,NA,0,0,0,0,1,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2191874,28,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1534091,228,12,21,109,192,358,54,153,304,507,50,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1304261,64,2,0,242,442,622,53,172,244,244,52,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1125446,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1745620,7,4,0,10,20,30,5,11,27,40,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2977634,4,12,0,0,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1769423,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1788102,40,12,0,67,96,98,5,25,89,128,59,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2284459,495,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1197158,726,NA,0,0,0,0,1,5,9,19,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1698057,195,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1174683,0,2,0,6,8,8,0,0,1,3,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2914508,183,8,0,346,606,996,82,287,586,858,97,"No",86,0.99,0.99,0,"No","No","No","Yes","No","No" +1133230,0,2,0,8,8,8,0,2,8,10,1,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +3150356,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2988419,1,8,0,144,192,240,53,97,184,302,25,"No",0,0.77,0.89,0,"No","No","No","Yes","No","Yes" +2812110,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1429609,11,8,0,0,0,10,0,4,4,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1500162,562,2,784,894,2884,4829,550,1773,3714,5500,394,"No",0,0.71,0.7,0,"No","No","Yes","Yes","No","No" 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+1657761,8,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2828980,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1284426,508,NA,136,0,0,0,84,261,624,1004,122,"No",0,-99,-99,0,"No","No","No","No","No","No" +1792556,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2974180,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1341556,231,8,8,115,328,418,45,205,349,1061,27,"No",0,0.42,0.46,0,"No","No","Yes","Yes","No","No" +3219616,0,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1746281,25,2,25,0,0,0,0,0,0,0,0,"No",0,0.92,0.91,0,"No","No","Yes","Yes","No","No" +2051693,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.02,0.1,0,"Yes","No","Yes","Yes","No","Yes" +1309149,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1654544,42,8,8,21,40,59,9,24,46,71,17,"No",0,0,0.66,0,"No","No","No","Yes","No","No" +1507857,0,4,0,0,9130,16500,0,8,8,8,16,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1621273,0,2,0,0,0,0,55,325,935,1388,8,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +2931320,137,2,33,430,800,1190,114,347,602,830,76,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1297138,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1442607,-15,3,0,32,32,32,1,15,27,29,0,"No",4,0.89,0.9,15,"No","No","No","Yes","No","Yes" +1449845,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1541737,0,2,0,40,40,40,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1309299,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1578163,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2153128,8,52,0,4,4,4,0,1,3,5,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +3257045,63,2,0,0,0,0,0,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1223709,87,2,0,0,0,0,1,5,9,12,1,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1326996,4,2,0,40,72,104,15,41,69,98,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2197041,0,8,1,53,71,89,6,20,38,56,7,"No",0,0.08,0.3,0,"No","No","No","Yes","No","Yes" +1292598,334,8,45,196,420,560,68,204,228,228,63,"No",0,0.35,0.73,0,"No","No","No","Yes","No","No" +3047834,52,8,1,15,36,56,5,18,43,79,20,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1571188,2,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3143384,19,8,0,0,5,10,1,18,47,53,2,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +2271675,6,9,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1908188,0,4,0,4,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2954628,635,20,3,250,250,250,21,110,299,463,51,"No",0,0.92,0.9,0,"Yes","No","No","No","No","No" +2301620,346,8,225,560,1008,1344,172,578,1202,1806,145,"No",56,0.33,0.32,2,"No","No","No","Yes","No","No" 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+1574431,5,8,0,0,0,28,0,1,3,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1416171,8,NA,0,0,0,0,1,6,7,12,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2147096,2,8,0,25,37,37,5,10,16,35,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +1859315,83,2,0,0,0,0,1,3,3,14,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3146559,909,8,0,0,0,0,2,6,19,31,2,"No",0,0.95,0.95,0,"Yes","No","Yes","No","No","No" +2257011,0,4,0,0,0,0,0,0,0,0,0,"No",0,1,0.84,0,"No","No","No","Yes","No","No" +1365607,26,8,1,2,10,26,7,27,51,77,6,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1168014,125,NA,0,0,0,0,2,5,7,12,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1923186,0,5,0,12,12,12,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1139322,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1619332,190,9,65,144,324,444,66,192,406,656,158,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2232149,15,8,0,0,0,3,0,2,7,8,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2140558,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.66,0,"Yes","No","No","Yes","No","No" +2088066,24,8,0,0,0,5,0,4,9,12,9,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +2106442,1,NA,0,0,0,0,0,1,1,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2931612,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1549881,13,8,0,0,0,18,1,8,16,20,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3210191,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.43,0.59,0,"Yes","No","No","Yes","No","No" +1745001,15,15,0,2,2,2,1,8,16,26,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2161910,322,8,0,0,0,0,6,15,22,41,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1231162,5,16,0,26,39,52,4,26,37,50,4,"No",0,0.44,0.46,0,"No","No","No","Yes","No","Yes" +2103200,63,2,200,0,200,200,24,60,97,190,41,"No",0,0.64,0.65,0,"No","No","No","Yes","No","No" +2303663,73,8,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.95,0,"No","No","Yes","Yes","No","No" +3127673,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3077792,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +3263510,163,8,0,0,0,0,0,0,0,0,3,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +2098170,2,8,0,0,0,1,0,1,1,1,1,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1988051,13,8,0,0,0,0,0,0,1,2,2,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1921484,9,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1400124,49,2,0,253,423,588,57,174,258,258,50,"No",0,0.93,0.96,1,"No","No","No","Yes","No","Yes" +3103495,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1605737,0,8,0,0,419,711,1,1,1,1,20,"No",0,0.69,0.69,0,"Yes","No","No","No","No","Yes" +1970901,133,4,0,0,0,0,0,1,1,13,15,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +3254013,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1959204,8,8,0,13,27,41,2,13,32,43,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1930387,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3040584,356,8,58,336,576,840,139,459,851,1314,182,"No",0,0.66,0.74,0,"No","No","No","Yes","No","No" +2213638,4,8,0,36,60,72,7,23,56,78,4,"No",12,0.55,0.37,0,"No","No","No","Yes","No","Yes" +1493672,1,8,0,495,495,495,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1577913,51,8,0,0,0,0,1,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2285178,0,2,0,6,10,10,0,0,0,0,0,"No",0,0.82,0.92,0,"Yes","No","Yes","Yes","No","No" +1358482,0,0,0,4,7,9,1,3,6,8,1,"No",0,0,0,0,"Yes","No","Yes","No","No","Yes" +3270775,17,12,0,0,0,0,2,14,26,28,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1774796,1,2,0,3,3,6,0,2,2,4,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2034800,3,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2869919,3,2,0,3,3,3,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +2256531,74,8,0,100,200,200,1,1,1,1,38,"No",0,0.5,0.51,0,"Yes","No","No","Yes","No","Yes" +1724669,2,8,0,1,3,5,1,3,3,7,1,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +2242080,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +1241673,3,8,0,1,2,3,1,3,4,7,0,"No",0,0.97,0.88,0,"No","No","No","Yes","No","Yes" +1995403,1104,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1595503,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2185690,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +3136581,59,NA,0,0,0,0,0,1,3,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1393549,412,12,0,0,0,0,24,78,228,498,3,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +1470569,-8,12,1,10,10,11,21,21,23,24,0,"No",0,0.78,0.78,8,"No","No","Yes","Yes","No","Yes" +1203870,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.47,0.62,0,"No","No","No","Yes","No","No" +1955313,1,8,0,20,47,71,5,20,34,43,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +2238463,26,8,0,241,341,441,45,132,274,454,53,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1779338,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3184556,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1472925,69,2,0,12,48,84,0,4,26,27,0,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1414477,18,8,0,20,40,60,9,24,40,54,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1690869,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1515860,142,8,81,0,90,198,42,106,236,348,25,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2107704,1,4,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3197532,29,2,0,0,0,0,3,13,38,56,2,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1343550,4,8,5,2,7,10,4,9,17,27,2,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1280569,482,12,32,410,660,910,106,380,780,1157,117,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1798138,27,2,0,0,0,0,3,6,11,15,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3284173,956,8,843,4000,8700,15000,1103,4863,10657,14348,1171,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3246794,356,8,350,320,640,960,156,488,839,1185,161,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2184922,11,8,0,33,57,87,16,37,53,54,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","Yes" +2954379,171,8,12,23,60,100,16,46,129,265,57,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1992259,0,8,0,840,1080,1080,0,0,0,0,60,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +1736182,32,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +1647857,3,8,0,4,8,12,1,4,11,15,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2045565,0,2,0,16,27,49,2,7,13,16,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3063433,0,8,0,13,19,25,4,7,12,21,2,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1115057,4,9,0,0,0,0,0,1,1,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1655228,68,9,0,0,20,40,7,19,51,75,16,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3105282,4,9,0,3,9,12,2,7,11,17,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2891124,163,52,0,0,0,0,5,12,34,47,2,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +2817057,199,12,0,0,0,0,53,130,220,392,12,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1419112,14,4,0,30,66,96,11,29,66,66,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2017980,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1968884,6000,13,0,0,0,0,64,146,597,987,137,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +2238866,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1667909,594,8,0,1200,1200,1200,0,0,3,3,2,"No",0,0.62,0.8,0,"No","No","No","Yes","No","Yes" +2993845,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2056862,6,8,0,18,30,42,0,7,14,25,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +3053951,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1116914,5,8,0,12,19,19,3,8,12,21,5,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +1755436,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1407764,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1310699,436,6,0,496,1116,1736,159,568,1068,1667,357,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1910025,11,2,0,0,0,0,0,0,0,0,3,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +3074792,350,8,128,30,210,270,48,173,395,640,139,"No",0,0.8,0.86,0,"No","No","Yes","Yes","No","No" +1308508,96,12,47,114,264,439,29,149,281,392,35,"No",0,0.82,0.79,3,"No","No","Yes","Yes","No","No" +1509297,2,9,0,0,0,0,0,0,1,2,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2109249,3,52,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.88,0,"Yes","No","No","Yes","No","No" +1751957,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2237707,3,52,0,0,0,0,0,5,14,20,1,"No",0,0.82,0.82,0,"Yes","No","No","Yes","No","No" +2051321,2,2,6,68,137,204,22,53,98,100,1,"No",4,0.96,0.97,0,"No","No","No","Yes","No","No" +1690341,18,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1498574,2,8,0,0,0,0,0,2,2,4,0,"No",0,0.69,0.83,0,"Yes","No","No","Yes","No","No" +2257083,51,2,0,0,0,0,0,0,1,2,1,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1221563,3,8,3,14,38,62,4,17,29,40,1,"No",0,0.84,0.78,0,"No","No","Yes","Yes","No","Yes" +1143183,0,8,0,5,8,10,0,2,4,7,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +2071637,91,12,0,0,0,0,0,1,3,3,2,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","No" +3123420,27,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","Yes","No","No","No" +1141436,783,8,157,1820,2820,3540,401,1266,2541,4174,1992,"No",0,0.78,0.89,0,"No","No","No","Yes","No","No" +1927007,-36,NA,0,0,0,0,54,136,253,394,54,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1506774,90,4,0,0,0,0,6,16,16,16,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +3257015,6,2,0,4,6,10,2,6,8,12,3,"No",0,0.99,0.91,0,"No","No","No","Yes","No","Yes" +2962748,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1327225,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","No" +3175928,1,8,4,7,15,31,1,8,12,18,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2056487,13,8,0,0,0,0,1,1,5,11,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +3040695,58,8,0,0,20,40,10,31,60,105,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2869847,1,8,0,2,4,6,1,2,3,6,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +3017263,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1165330,6,8,0,0,0,0,0,1,1,2,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1666287,1,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","No","No","No" +1241740,0,12,8,48,48,48,4,12,44,64,3,"No",0,0.47,0.39,0,"No","No","No","Yes","No","No" +3169363,29,8,0,0,10,10,4,9,23,42,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1571052,8,9,0,0,8,12,1,4,18,27,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3009022,9,9,0,0,0,0,0,0,1,6,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3239991,551,8,0,89,250,437,28,81,135,286,143,"No",0,0.92,0.91,0,"No","No","Yes","Yes","No","No" +1932913,3,8,0,26,30,40,3,7,23,42,2,"No",0,0.18,0.1,0,"No","No","No","Yes","No","Yes" +1278755,6,6,0,3,7,12,0,3,8,11,3,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2130989,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1626594,1,8,0,10,10,10,3,8,9,9,1,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1434156,9,12,0,96,112,160,8,27,104,140,12,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2923408,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1521616,16,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1191374,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","No" +2155403,14,9,0,0,0,0,0,1,1,1,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1699043,0,2,0,3,3,3,3,15,16,17,0,"No",2,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1475717,0,2,0,78,137,190,0,0,0,0,17,"No",36,0.99,0.95,0,"No","No","No","Yes","No","Yes" +1369405,2,8,0,0,0,1,0,0,2,2,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +1126971,16,8,12,12,36,48,3,18,41,61,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2288932,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1667011,51,8,0,0,0,0,0,1,3,14,2,"No",0,0.72,0.81,0,"No","No","No","Yes","No","No" +1138898,69,8,0,29,29,29,8,25,53,90,21,"No",0,1,0.99,0,"No","No","No","No","No","Yes" +2871606,543,4,53,912,1144,1176,86,252,507,777,90,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1607563,61,52,0,0,0,0,1,2,2,3,2,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1153570,0,2,0,2,2,2,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","Yes","Yes","No","Yes" +3228648,0,8,0,100,100,100,0,0,0,0,0,"No",0,0.87,0.8,0,"No","No","Yes","Yes","No","No" +1865522,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1490882,4,9,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1870724,15,17,0,0,0,0,1,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2963993,225,4,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2297799,18,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2181662,34,2,0,0,0,0,0,0,0,8,0,"No",0,0.66,0.77,0,"Yes","No","No","Yes","No","No" +1363490,19,8,0,0,0,0,6,6,6,6,1,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1231758,1686,2,139,2700,5508,8208,876,2822,5440,8082,775,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1171478,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3219319,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1536609,6,NA,0,0,0,0,11,33,51,51,15,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2916687,35,8,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1645585,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2304417,18,2,0,0,0,0,0,1,1,1,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1520511,0,2,0,17,21,21,0,4,4,4,0,"No",0,0.33,0.59,4,"No","No","No","Yes","No","Yes" +2284225,397,8,0,0,0,2,1,1,2,2,2,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2084043,7,12,0,97,97,97,0,0,4,6,0,"No",0,0.27,0.26,0,"Yes","No","No","Yes","No","No" +3261631,0,8,0,0,0,0,2,8,11,18,4,"No",0,1,0.81,0,"Yes","No","No","Yes","No","No" +1440350,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1427456,527,8,2,0,0,0,6,25,56,85,15,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1716782,146,9,0,0,0,0,0,0,0,0,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1952044,39,4,0,232,356,480,29,158,266,380,34,"No",4,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3128530,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1251821,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1226327,48,14,6,324,504,732,74,265,542,752,58,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +3108764,569,8,458,369,1059,1741,288,908,1818,2839,352,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1801140,284,9,0,0,0,0,30,75,211,316,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +3147540,38,8,0,0,0,0,1,3,4,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1726501,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +3066268,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"No","No","Yes","Yes","No","No" +3169467,2,2,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.82,0,"Yes","No","No","Yes","No","No" +2261562,176,8,0,0,0,0,1,1,2,2,0,"No",0,0,0.07,0,"No","No","Yes","Yes","No","No" +1384323,0,12,0,2,2,2,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3016596,4,8,0,48,48,48,0,0,0,0,1,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3010093,116,NA,104,0,0,0,28,85,175,271,60,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1173161,0,2,0,35,63,83,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +2148857,6,8,0,0,0,0,4,9,15,19,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +3004272,11,4,0,0,0,0,0,1,1,1,0,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +1942025,2,2,0,1,2,3,1,1,2,2,0,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","Yes" +2072401,12,2,2,0,0,0,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +2206610,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1520387,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1214137,1821,4,4,0,0,0,43,124,244,323,30,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2938354,6,9,0,0,0,0,1,1,3,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1127681,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2029700,10,8,0,0,0,0,3,5,7,12,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1332730,36,2,0,26,52,78,4,24,46,70,2,"No",0,0.88,0.74,0,"No","No","No","Yes","No","No" +1980260,22,NA,0,0,0,0,1,3,4,10,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1224009,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","Yes","Yes","No","Yes" +2891093,818,52,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.88,0,"Yes","No","No","No","No","No" +2027617,1176,8,9,0,0,0,15,50,101,153,13,"No",0,0,0,0,"No","No","No","No","No","No" +2113330,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1317144,14,9,0,0,0,3,15,37,85,117,1,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1368119,0,9,0,7,9,12,11,11,16,23,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +2242691,15,4,0,0,0,0,1,1,6,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1467815,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1729111,1,8,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","No" +1252078,3,8,0,7,14,14,0,3,22,23,0,"No",0,1,1,0,"No","No","No","No","No","Yes" +1178615,815,2,0,0,0,0,6,21,61,75,4,"No",0,0.38,0.19,0,"No","No","No","Yes","No","No" +2235602,1,8,0,2,2,2,0,4,7,11,3,"No",2,0.81,0.77,0,"No","No","Yes","Yes","No","No" +1502068,9,8,5,71,101,131,2,37,74,124,31,"No",5,0.58,0.57,0,"No","No","No","Yes","No","Yes" +1323484,137,2,36,202,470,733,67,235,472,711,89,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3172389,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1520481,11,2,0,0,0,0,0,1,1,2,0,"No",0,0.8,0.6,0,"Yes","No","No","Yes","No","No" +2281799,45,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2085768,2,8,0,2,3,4,1,2,3,3,0,"No",0,0.51,0.75,0,"No","No","No","Yes","No","Yes" +2109219,96,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1735367,111,8,1,0,0,0,4,10,43,82,40,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +1546872,0,3,0,4,7,7,0,0,0,0,0,"No",0,0.9,0.82,0,"Yes","No","No","Yes","No","No" +1543206,9,8,0,40,50,65,9,44,70,104,0,"No",0,0.61,0.57,0,"No","No","No","Yes","No","Yes" +2937952,90,2,0,24,60,60,17,42,88,136,22,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +2120000,48,4,0,0,0,0,70,150,210,250,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1680384,0,2,0,11,16,21,0,0,0,0,0,"Yes",0,0.56,0.58,0,"Yes","No","No","Yes","No","No" +1229085,0,4,2,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2953493,72,12,0,0,0,0,3,19,37,60,3,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2113940,0,2,0,9,11,14,3,4,6,7,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","Yes" +1537743,42,2,0,0,36,72,8,37,85,119,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +2917293,17,NA,0,0,5,6,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1475309,13,2,0,504,810,1128,76,283,544,765,89,"No",0,0.35,0.27,8,"No","No","No","Yes","No","Yes" +2806158,49,8,0,0,0,0,0,9,35,48,5,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3274093,36,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2022241,0,14,0,20,20,20,0,4,7,9,0,"Yes",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +3075745,3,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2079605,24,2,0,0,10,20,1,15,23,29,5,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2892011,495,8,171,1401,2367,3333,357,1086,1884,2715,212,"No",0,0.92,0.95,0,"No","No","Yes","Yes","No","No" +2247413,2,2,0,0,1,2,0,0,1,2,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3026102,50,12,0,30,30,30,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1550922,1,8,0,3,5,6,1,4,5,6,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1348691,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1370484,299,8,0,1120,1680,2240,313,1082,2029,2906,595,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","Yes" +1551700,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2048801,16,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1623232,29,17,0,0,0,0,0,3,5,9,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1934403,2,2,0,4,4,4,5,11,11,11,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","Yes" +3201571,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1716216,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1308132,12,8,0,0,0,0,3,8,14,25,17,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1835772,71,8,28,226,396,521,100,342,642,962,89,"No",0,0.31,0.41,16,"No","No","No","Yes","No","No" +1326976,257,8,235,507,1179,1947,162,1577,2490,3128,188,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1451202,-1,NA,0,0,0,0,2,16,31,53,4,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1208140,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1928805,9,2,0,0,0,0,0,2,2,2,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1744781,3,2,0,17,30,52,2,12,38,69,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2925427,48,8,0,20,70,120,2,13,55,89,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1683770,2,8,0,1,1,1,5,8,11,24,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1343289,4,8,0,6,24,36,2,15,27,34,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1806647,6,2,0,0,10,10,4,5,10,13,1,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","No" +1668280,8,8,0,0,0,0,1,2,2,2,0,"No",0,0.59,0.82,0,"No","No","No","Yes","No","No" +1783174,2,12,0,185,185,185,5,5,8,13,1,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","Yes" +1462458,6,NA,0,0,0,0,1,2,4,11,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1871285,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1328394,1,6,0,2,2,2,4,5,11,35,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1353159,23,8,0,0,0,0,0,0,0,1,1,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +1308742,1,8,0,1,2,2,1,2,2,5,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1758736,2,2,0,0,1,2,0,0,3,4,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1642719,6,2,0,252,252,252,6,19,34,34,0,"No",0,0.44,0.44,0,"Yes","No","No","Yes","No","Yes" +1642042,14,3,0,0,0,4,1,4,10,18,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1693736,10,13,0,0,0,0,0,0,2,2,1,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1248892,136,2,437,432,720,1008,306,1053,1586,2450,53,"No",0,1,1,1,"No","No","No","Yes","No","No" +1761381,43,9,0,0,0,0,0,0,4,4,5,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1677029,22,8,0,0,5,10,1,6,22,35,4,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","No" +1346451,8,8,3,423,611,705,56,181,379,628,90,"No",0,0.57,0.48,5,"No","No","No","Yes","No","Yes" +2099360,12,8,0,0,0,18,2,5,8,10,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2123962,74,8,1,0,100,150,10,45,111,181,53,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1981961,11,4,0,0,0,0,0,1,3,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1316259,19,9,0,0,0,0,3,3,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2974509,9,8,0,4,8,16,0,3,9,17,0,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +2979286,20,8,0,32,40,64,9,28,49,81,13,"No",0,0.57,0.59,0,"No","No","No","Yes","No","No" +1821006,12,8,0,0,0,0,0,3,6,7,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1263045,8,4,0,0,0,0,0,0,1,4,2,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3136504,56,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1857125,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1766691,35,4,0,0,0,0,3,9,14,21,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1230675,10,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +3138184,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3183157,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1715473,1,2,0,30,30,30,0,0,0,0,1,"No",0,0.33,0.16,0,"Yes","No","No","Yes","No","No" +1295051,2,2,1,3,6,9,0,3,4,5,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3187434,14,2,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.76,0,"Yes","No","No","No","No","No" +2306978,71,52,0,0,0,0,1,4,11,19,0,"No",0,0.95,0.9,0,"Yes","No","No","Yes","No","No" +1905381,10,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3099292,100,2,3,30,60,90,2,18,64,97,13,"No",0,0.66,0.66,0,"No","No","No","Yes","No","No" +1902037,32,9,1,31,62,92,8,26,50,81,26,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1656392,-860,8,0,6300,6300,8400,8011,8941,8993,9023,1129,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2975176,0,NA,0,0,0,0,31,112,245,364,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1924789,8,2,0,109,109,140,13,37,83,128,24,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1712903,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"No","No","No","No","No","No" +2004302,3,16,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +2043179,981,2,0,0,0,0,0,0,0,1,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1330105,633,52,1,0,0,0,6,18,37,60,26,"No",0,-99,0.5,0,"Yes","No","No","No","No","No" +1553921,1,8,0,180,276,456,67,230,348,461,56,"No",108,0.31,0.18,5,"No","No","No","Yes","No","Yes" +1724325,95,8,0,0,0,0,3,12,28,44,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2909665,136,8,15,105,105,183,23,64,173,286,42,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1463454,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3168338,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1844093,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1637041,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1290640,0,8,0,16,24,35,1,9,13,14,2,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +2249302,182,8,46,200,326,494,55,196,351,532,80,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2076615,154,8,0,0,0,0,1,1,1,2,0,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +1129925,10,8,0,0,0,0,2,3,4,5,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +3194125,28,9,0,0,0,0,0,1,1,5,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" 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+1574757,6,2,0,0,3,3,0,0,0,0,1,"No",0,0.26,0.53,0,"Yes","No","Yes","Yes","No","No" +2909367,0,8,4,1,1,1,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2011150,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1958078,77,8,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1643352,415,8,0,0,0,0,16,96,111,181,12,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1339901,0,12,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1148109,5,9,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1888078,13,8,0,0,0,3,0,1,2,4,3,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +2223301,38,2,14,36,60,84,29,59,117,177,18,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2244426,47,8,4,0,40,40,5,28,49,65,12,"No",0,0.86,0.68,0,"No","No","No","Yes","No","No" +3070546,10,9,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2838554,889,2,223,2878,5158,7828,974,2994,5900,8697,317,"No",0,0.99,0.99,7,"No","No","No","Yes","No","No" +2116692,4303,2,17,0,0,0,33,115,220,301,64,"No",0,0.89,0.95,0,"No","No","Yes","Yes","No","No" +1613239,7992,8,0,0,0,0,0,1,2,5,2,"No",0,0.02,0.27,0,"No","No","No","Yes","No","No" +1128618,-3,16,0,13,28,28,4,11,14,20,2,"No",0,0.61,0.62,3,"Yes","No","Yes","Yes","No","Yes" +3164655,4,4,0,0,2,2,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3068498,107,8,43,0,48,120,19,60,148,243,35,"No",24,0.99,0.99,0,"No","No","No","Yes","No","No" +1762420,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2915993,6,2,0,12,24,39,0,10,21,29,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1831823,3,8,0,7,13,19,3,8,15,18,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1167061,2,4,4,1,3,5,1,4,6,8,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1123233,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1181978,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","Yes","Yes","No","No" +2173261,0,8,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.89,0,"Yes","No","No","Yes","No","No" +1585271,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.37,0,"No","No","No","Yes","No","No" +2138010,76,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2198156,4,8,0,0,0,0,0,0,2,4,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +2103869,6,2,0,0,3,9,0,5,8,13,0,"No",0,0.86,0.78,0,"No","No","No","Yes","No","Yes" +1602370,179,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1871044,0,8,0,11,19,23,10,32,36,42,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1169987,194,12,0,0,0,0,0,0,2,2,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +3191235,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.16,0.31,0,"Yes","No","No","Yes","No","No" +1143917,44,8,30,215,368,535,42,145,274,445,46,"No",0,1,0.99,1,"No","No","No","Yes","No","No" +1767146,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +2863170,18,9,0,12,18,24,1,10,18,31,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1842153,2,8,0,20,30,30,5,8,14,30,1,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +3080652,6,2,0,6,12,18,2,5,11,22,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1277776,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.45,0,"Yes","No","No","Yes","No","No" +1272453,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2030747,96,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +2021941,4288,4,0,0,6000,6000,574,1998,3821,5568,603,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2148723,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2251174,17,8,0,0,0,0,1,2,7,11,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1934042,2,8,0,27,44,65,1,18,27,39,1,"No",0,0.79,0.9,0,"No","No","No","Yes","No","Yes" +1332782,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3227524,4,2,0,0,7,13,2,4,19,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3029034,240,8,0,0,0,0,0,0,0,1,9,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2806129,2,8,0,0,0,0,2,2,2,2,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2150853,13,2,0,0,0,0,0,4,4,7,1,"No",0,0.63,0.75,0,"No","No","No","Yes","No","No" +1185915,7,8,0,8,16,24,3,5,15,19,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2247187,1,8,0,0,0,0,0,3,5,6,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +2051515,268,8,54,216,504,648,73,230,466,698,80,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1123775,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.4,0,"No","No","No","Yes","No","No" +2150711,69,9,0,0,0,0,1,2,2,3,3,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1208031,2,8,0,40,59,82,8,20,40,61,2,"No",0,0.63,0.74,0,"No","No","No","Yes","No","No" +1248414,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1392768,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2984281,19,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1736290,28,12,0,0,0,0,0,1,3,3,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2126472,17,2,0,0,0,0,1,3,4,4,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1215785,65,4,3,0,0,0,0,6,15,17,1,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2049286,99,0,0,0,0,0,1,2,2,3,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2141838,1,8,0,55,55,55,0,0,0,0,0,"No",0,0.64,0.52,0,"No","No","No","Yes","No","No" +2302938,18,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2095559,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.61,0,"No","No","No","Yes","No","No" +1597914,4,8,0,48,48,48,0,1,2,2,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1396463,24,8,1,0,0,0,0,3,14,17,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2841711,1,2,0,46,46,46,18,23,23,23,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1779686,7,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1313751,9,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +2308282,47,8,0,0,0,0,0,0,0,0,7,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","No" +2262390,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2066228,10,8,0,0,0,0,0,1,3,3,1,"No",0,0.07,0.15,0,"No","No","Yes","Yes","No","No" +2977928,60,0,0,0,0,0,1,10,16,22,1,"No",0,0,0,0,"No","No","No","No","No","No" +2840822,1,8,0,1,2,3,0,1,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1843423,4,8,0,10,10,20,4,6,19,24,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2821726,0,12,0,4,6,8,0,2,4,6,3,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1810580,7,12,0,97,97,97,0,1,4,6,0,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +2290689,15,8,0,0,0,0,0,0,0,1,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +3106093,9,4,1,5,6,6,0,0,0,0,0,"No",0,0.95,0.77,0,"Yes","No","No","Yes","No","No" +2890244,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1240904,3,9,2,11,15,19,0,1,4,4,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3152959,60,8,0,27,27,54,9,33,63,104,125,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1403415,7,4,0,0,0,0,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1997134,285,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1531983,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3120206,21,2,0,150,150,150,5,23,31,39,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1952974,4,2,0,0,0,0,1,1,1,1,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +1816626,19,8,0,0,0,0,0,1,1,1,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3227396,3,2,0,0,0,0,1,1,1,2,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1230782,2,8,0,7,7,14,0,4,7,7,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +3114384,23,2,0,40,80,130,12,44,90,136,15,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +3065342,6,8,0,0,0,0,6,11,20,31,0,"No",0,0.89,0.87,0,"Yes","No","No","Yes","No","No" +3180025,112,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1350259,45,8,0,0,0,0,0,1,1,1,0,"No",0,0.55,0.77,0,"No","No","No","Yes","No","No" +1951371,24,8,30,0,0,45,4,33,59,75,5,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1737647,175,8,122,0,0,0,11,32,58,109,21,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1834215,4,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1677059,237,8,7,200,400,600,47,166,360,606,71,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1587798,0,2,0,3,5,6,2,3,7,9,0,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +2822416,177,12,127,0,0,0,13,38,86,139,20,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +1879005,162,NA,0,0,0,0,8,47,91,152,10,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2073323,468,3,0,254,762,1016,105,393,732,1063,130,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1166054,2,4,0,168,168,168,16,34,57,83,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","Yes" +3011155,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1397679,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1276492,3,2,0,3,9,12,1,4,12,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1821575,2,2,0,13,24,24,3,8,11,21,3,"No",0,0.05,0.41,0,"No","No","Yes","Yes","No","Yes" +1120247,0,4,0,5,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","Yes" +1530364,5,8,0,263,263,263,19,56,107,160,45,"No",0,0.07,0.2,0,"No","No","No","Yes","No","Yes" +1678791,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1797268,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1447295,248,12,0,0,0,0,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1438119,11,9,0,7,14,21,11,18,32,39,4,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1216857,16,8,0,0,0,0,2,5,15,21,3,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2839573,13,9,0,0,0,0,0,1,2,2,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1868315,30,2,0,0,0,0,0,2,5,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1228031,22,2,0,0,0,0,0,0,1,3,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1697864,1228,8,0,260,260,520,4,17,26,44,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1466646,1,8,0,4,4,4,1,2,4,11,0,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","Yes" +2061171,45,2,0,85,175,275,9,15,15,15,0,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1705941,5,8,14,25,45,70,10,31,62,80,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1556671,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3103333,5,8,0,0,0,0,0,2,4,7,0,"No",0,0.8,0.86,0,"Yes","No","No","Yes","No","No" +2012676,24,8,0,0,0,0,0,0,0,4,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1286478,13,14,2,24,56,92,9,36,58,85,14,"No",0,0.64,0.67,0,"No","No","No","Yes","No","Yes" +3116145,484,8,34,0,0,0,20,62,121,216,104,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3050856,45,52,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"Yes","No","No","No","No","No" +3099265,32,NA,0,0,0,0,0,2,5,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1156299,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1311210,2,2,4,5,10,15,0,4,9,17,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +1566943,0,8,0,10,10,10,5,7,7,9,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2248825,55,8,0,53,100,149,15,55,98,163,21,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3046368,11,8,0,17,29,37,3,11,23,37,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1866003,5,8,0,0,0,2,0,3,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2836844,3,12,0,0,0,0,1,1,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3130019,59,2,0,0,0,0,0,0,48,49,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1405205,2707,8,0,0,0,0,11,63,118,186,28,"No",0,0.92,0.84,0,"No","No","No","Yes","No","No" +2013519,1148,NA,0,0,0,0,2,2,5,12,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2233520,35,8,0,0,0,18,9,20,44,68,17,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2013167,1,8,0,1,2,3,1,2,2,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1319976,1,8,0,0,0,0,1,1,1,1,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +2251670,3,NA,0,70,109,148,8,24,45,88,20,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1624743,0,6,0,13,20,34,0,6,9,15,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2107624,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1778276,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"No","No","No","Yes","No","Yes" +3169858,15,52,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"Yes","No","No","No","No","No" +1559514,2,8,0,10,16,22,3,6,8,22,13,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +1399259,47,9,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1728334,1,8,0,3,6,6,2,3,3,3,1,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","Yes" +1936249,10,4,0,0,0,0,0,2,4,5,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1782272,55,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1198565,0,12,0,12,12,12,0,0,0,0,3,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1114249,13,2,0,0,0,0,0,0,4,4,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2930672,9,8,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.8,0,"Yes","No","No","Yes","No","No" +2981289,79,8,60,30,90,150,15,54,136,182,28,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1369707,5,2,0,0,0,0,0,0,1,1,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3092009,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1643213,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","Yes" +1376828,360,NA,0,0,0,0,0,8,14,16,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2068585,16,17,0,0,7,7,4,8,12,26,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1869707,26,8,0,107,171,235,26,80,152,221,26,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +3108234,203,8,0,0,0,0,1,1,2,5,1,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1307893,5,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.85,0,"No","No","Yes","Yes","No","No" +1776767,1,4,0,0,0,1,1,1,2,3,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2175698,1,8,0,12,24,36,5,11,18,24,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2121596,5,4,2,1,1,1,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1189368,0,2,6,72,72,72,0,2,2,2,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +3198137,23,9,0,0,0,0,1,1,4,6,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1195511,1,8,0,18,26,34,6,12,22,35,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","Yes" +1580080,11,8,4,9,21,33,4,16,26,56,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3153244,48,8,21,99,247,348,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1747305,200,8,0,0,0,0,0,1,5,6,0,"No",0,0.29,0.29,0,"No","No","Yes","Yes","No","No" +1506930,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +3000722,10,9,0,2,12,17,3,8,24,31,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2258397,0,8,0,0,0,0,0,0,1,2,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1785238,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2219608,40,2,0,0,0,0,1,1,1,5,0,"No",0,0.22,0.17,0,"Yes","No","No","Yes","No","No" +1723428,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +3123713,1,NA,0,0,0,0,0,0,1,1,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3212468,58,8,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +1487279,6,8,0,600,1065,1425,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1586003,0,8,0,2,2,3,2,3,3,3,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","Yes" +2009954,355,8,13,0,81,261,90,268,540,898,75,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1737557,0,2,0,751,751,751,1,1,2,2,53,"No",0,0.86,0.91,1,"No","No","Yes","Yes","No","Yes" +3086964,180,8,0,0,0,0,0,0,1,2,1,"No",0,0.35,0.68,0,"Yes","No","No","Yes","No","No" +1860949,38,8,0,0,24,24,10,24,45,72,21,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +2985864,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1200907,13,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2038558,0,2,0,4,8,8,1,1,1,1,0,"No",0,0.33,0.59,0,"Yes","No","No","Yes","No","No" +1627812,0,2,0,1,2,2,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1225007,2,8,0,5,5,10,1,4,10,18,1,"No",0,0.95,0.9,0,"No","No","No","Yes","No","Yes" +1889468,120,2,0,0,48,48,123,275,345,360,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2227784,40,2,6,28,63,84,14,38,77,118,22,"No",14,0.36,0.44,0,"No","No","No","Yes","No","No" +3117353,16,8,0,0,0,0,1,3,9,13,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1734880,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1346065,0,2,0,18,18,27,7,10,19,28,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1443310,148,8,102,400,500,700,92,266,545,782,78,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1348689,11,8,0,2,7,7,0,0,0,0,0,"No",0,0.81,0.83,0,"Yes","No","Yes","Yes","No","No" +3209958,9,2,0,1,1,1,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +1432465,143,2,15,300,500,800,148,507,838,1073,62,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +2110716,14,8,0,14,28,42,3,13,22,36,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2207258,2424,8,1880,500,2000,4000,85,2291,4066,4777,177,"No",0,1,1,0,"No","No","No","Yes","No","No" +3284651,26,8,0,0,0,0,1,2,3,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1329176,88,2,83,288,540,792,158,363,613,876,94,"No",0,0.97,0.97,3,"No","No","Yes","Yes","No","No" +1267951,2,9,0,0,0,0,1,2,2,3,1,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +1233288,1,12,2,0,1,2,1,1,3,5,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1850866,139,8,3,1248,1728,2268,279,815,1488,2295,480,"No",60,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +3040166,0,12,0,5,6,6,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1946791,93,2,0,0,0,50,6,24,49,73,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2067678,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2918260,11,8,0,4,8,12,3,5,6,10,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1844751,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1565532,4,2,1,1,2,2,0,1,1,1,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1320062,52,8,26,80,120,180,31,68,129,188,31,"No",0,0.51,0.78,1,"No","No","Yes","Yes","No","No" +2913655,736,8,0,0,0,0,12,22,69,109,47,"No",0,0.9,0.9,1,"No","No","No","Yes","No","No" +3078785,452,8,5500,10070,18070,25070,0,0,0,0,0,"No",0,0.23,0.19,0,"No","No","No","Yes","No","No" +2881630,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.49,0,"No","No","No","Yes","No","No" +2191300,333,12,192,0,0,192,32,101,442,666,130,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +1318447,48,NA,40,0,0,0,12,47,100,164,57,"No",0,-99,-99,0,"No","No","No","No","No","No" +2132899,1413,3,444,2932,6340,9810,996,3557,7412,11237,674,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +1826417,18,8,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.74,0,"No","No","Yes","Yes","No","No" +2163214,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3179389,-1,8,0,180,180,180,2,2,2,2,0,"No",0,0.99,0.98,1,"No","No","Yes","Yes","No","Yes" +1649758,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1181902,5,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2991161,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1361617,10,2,0,14,14,28,2,4,5,10,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1820980,106,2,0,0,0,0,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1182831,13,2,0,100,100,100,26,70,92,108,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","Yes" +2300359,50,2,0,0,0,0,0,2,2,2,1,"No",0,0.82,0.64,0,"Yes","No","No","Yes","No","No" +2945242,41,2,0,0,0,0,1,6,10,12,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2966448,14,4,0,2,4,4,0,2,2,2,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1737700,320,8,0,0,0,0,1,3,3,3,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1306469,0,2,33,2,2,2,19,19,19,19,21,"No",0,0.56,0.32,0,"Yes","No","No","Yes","No","No" +1152893,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3069230,7,2,0,0,0,0,1,2,3,5,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1909745,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1348468,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1983986,0,12,0,40,40,40,0,20,20,20,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1873776,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1796609,90,2,0,80,80,80,15,25,52,63,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2819130,9,2,0,4,16,26,3,6,19,29,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1116868,-7,8,0,56,96,112,13,30,56,76,0,"No",0,0.97,0.92,7,"No","No","No","Yes","No","Yes" +1375937,12043,4,0,0,0,0,780,2463,5716,8288,56,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1692468,16,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1251251,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1418614,49,12,5,34,70,136,8,33,70,107,29,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +3114880,0,2,0,5,5,5,0,0,0,1,1,"No",0,0.76,0.71,0,"No","No","Yes","Yes","No","Yes" +1934909,30,14,5,50,100,100,10,29,59,94,23,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1218657,15,2,0,100,100,100,0,0,0,0,1,"No",0,0.76,0.87,0,"Yes","No","No","Yes","No","No" +1222277,6,9,0,1,1,1,0,2,4,6,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1482440,465,2,0,0,0,0,23,63,106,172,14,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2262841,90,8,0,0,0,0,0,5,5,5,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3214481,14,4,0,0,0,0,0,0,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2951080,0,8,0,48,80,120,8,29,47,50,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","Yes" +1862938,0,8,0,0,0,0,0,2,3,3,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2808972,1,8,0,27,40,53,4,22,38,54,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1601784,22,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1361101,2736,NA,0,0,0,0,0,2,3,5,10,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2027940,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","Yes","Yes","No","No" +3239588,4563,12,333,4997,8317,12605,2261,6508,12675,19887,1947,"No",0,1,1,0,"No","No","No","Yes","No","No" +2278050,1,9,0,4,7,10,0,4,5,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2304555,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1786022,2,4,1,3,4,6,0,2,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1478092,107,8,0,45,90,135,23,70,160,249,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1520691,55,4,9,11,23,35,4,25,54,91,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1465844,3,2,0,0,1,2,0,0,1,1,0,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","Yes" +3158913,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2846640,2750,4,20,820,820,1640,245,854,1938,3431,469,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3009750,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2199744,15,9,10,21,35,56,5,20,37,87,13,"No",0,0.61,0.71,0,"No","No","No","Yes","No","Yes" +3040127,82,8,0,0,0,0,1,1,1,2,2,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +2059881,91,9,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2110563,20,12,0,20,20,20,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2301418,24,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1479367,56,8,1,0,0,0,3,14,28,48,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2044986,7,8,0,20,40,60,4,12,23,38,5,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +1140982,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2880901,3,12,0,2,5,8,1,2,6,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2969163,16,3,0,0,6,12,1,5,10,11,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +3148099,472,8,0,0,180,315,72,206,402,792,50,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +2268273,10,2,0,0,0,0,1,3,5,6,0,"No",0,0.21,0.36,0,"Yes","No","No","Yes","No","No" +1855878,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2921169,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1528287,15,4,0,0,0,0,0,1,2,4,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2302806,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1806463,6,2,0,55,97,145,14,36,70,109,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1618490,106,9,1,0,0,0,7,26,47,67,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3245520,158,8,0,0,0,0,0,3,4,4,2,"No",0,0.94,0.74,0,"No","No","No","Yes","No","No" +1441748,549,NA,4,0,0,0,7,23,56,82,23,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1701741,612,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3274494,41,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2050345,23,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2247101,220,2,0,160,320,640,41,135,269,402,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","Yes" +2909112,9,8,0,0,0,0,0,2,2,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1697883,260,8,0,0,0,0,5,18,40,72,14,"No",0,0,0.07,0,"No","No","Yes","Yes","No","No" +2220896,0,8,0,222,222,222,0,0,0,0,5,"No",14,0,0,0,"No","No","No","Yes","No","Yes" +1498566,239,8,4,0,0,200,21,59,137,216,27,"No",0,0.55,0.35,0,"No","No","No","Yes","No","No" +1304195,21,2,2,94,143,192,20,44,79,109,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2211447,146,8,0,16,64,176,24,122,248,349,24,"No",0,0.78,0.79,0,"No","No","No","Yes","No","No" +1165920,94,2,11,48,144,240,26,79,161,239,52,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +1722543,10,17,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3086983,165,0,0,57,242,427,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1296808,3,4,0,1,4,6,0,2,4,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2047428,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2171535,135,8,0,0,0,0,0,1,4,7,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1254239,1,9,0,4,4,4,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1116490,14,2,0,0,1,6,1,4,6,12,2,"No",0,1,0.99,0,"No","No","No","No","No","No" +1847549,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1723833,10,8,0,2,2,10,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +2252679,1,8,0,16,25,37,5,15,23,29,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +2948164,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.29,0.29,0,"Yes","No","Yes","Yes","No","No" +1574324,33,8,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +3121636,42,8,0,0,0,0,2,5,13,20,14,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1597760,0,8,7,12,12,12,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","Yes" +3001685,9,NA,0,0,0,0,0,27,28,28,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2975069,15,12,0,8,16,28,5,13,26,41,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1904552,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +2086399,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.63,0,"Yes","No","Yes","Yes","No","No" +1825481,5,2,1,1,1,1,0,1,1,1,0,"No",0,0.24,0.26,0,"Yes","No","No","Yes","No","No" +2951637,17,2,0,0,0,0,0,0,7,7,0,"No",0,0,0.3,0,"Yes","No","No","Yes","No","No" +1349540,0,8,0,7,10,18,2,7,12,16,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2997029,42,8,5,28,56,84,8,30,56,86,23,"No",0,0.38,0.38,0,"No","No","No","Yes","No","No" +1805135,1384,12,1585,6150,11400,17050,1923,5901,11050,15883,1156,"No",0,0.96,0.95,66,"No","No","No","Yes","No","No" +2277908,3,3,0,0,0,0,1,4,4,4,14,"No",0,0.92,0.84,0,"No","No","No","Yes","No","Yes" +1624523,11,12,0,0,0,0,0,3,3,6,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3173095,121,2,10,69,177,213,21,110,204,319,49,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2907868,1830,4,0,0,0,0,0,0,10,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1601637,60,9,0,0,0,0,3,3,10,18,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +3069137,2,8,0,8,15,29,9,18,28,39,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","Yes" +1707263,12,2,0,12,36,48,13,29,48,59,5,"No",0,0.96,0.75,0,"No","No","No","Yes","No","No" +1289625,1344,2,0,0,0,0,45,108,210,449,29,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1659479,0,9,0,1,1,1,2,2,2,3,2,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1830745,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3044136,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1939836,0,2,0,10,11,11,0,0,0,0,0,"No",0,-99,0.28,0,"Yes","No","No","Yes","No","Yes" +1178962,64,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +1857557,8,12,0,0,0,3,1,3,11,15,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2909473,32,4,0,0,0,0,2,3,4,4,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1749961,2,2,0,20,20,31,3,10,17,23,5,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +2944281,1,2,0,24,40,60,1,7,11,18,0,"No",0,0.52,0.67,0,"No","No","No","Yes","No","Yes" +2165924,968,8,0,0,0,0,9,28,65,122,44,"No",0,0.8,0.73,0,"No","No","No","Yes","No","No" +1517021,11,8,0,60,80,100,20,61,88,107,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1927031,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1802017,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +1558741,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2165132,148,2,0,324,675,1080,75,200,273,286,96,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2976065,53,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1851719,51,2,6,134,209,265,0,5,6,6,1,"No",1,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1181032,61,8,0,0,0,0,4,22,46,68,8,"No",0,0.94,0.79,0,"No","No","Yes","Yes","No","No" +1288610,3,10,0,0,3,6,1,4,6,9,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1649404,4,12,0,1,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1610571,23,2,0,0,0,0,0,2,2,2,1,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +2242236,12,8,0,62,95,128,23,56,81,114,29,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2164418,21,8,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2857682,535,3,168,1320,2304,3456,243,656,687,687,317,"No",24,0.41,0.46,0,"Yes","No","No","Yes","No","No" +2998993,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1570450,57,52,0,0,0,0,0,2,2,3,0,"No",0,0.97,0.95,0,"Yes","No","Yes","No","No","No" +1843131,8,8,0,0,0,0,1,5,8,16,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1868657,0,4,0,11,12,12,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1273117,7,8,0,40,64,112,4,27,44,63,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +1827524,5,14,0,0,0,0,0,1,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2945821,6,4,0,0,1,3,0,5,10,16,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1803011,1,8,0,54,54,54,1,1,2,3,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2127681,36,4,0,0,0,0,15,22,28,58,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1415512,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +1641594,-1,8,0,18,18,18,0,6,15,21,1,"No",0,0.14,0.32,1,"No","No","No","Yes","No","Yes" +2836119,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"Yes","No","Yes","No","No","No" +2217479,9,8,0,0,0,2,1,2,6,8,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1903472,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1853350,15196,NA,0,0,0,0,0,0,0,0,193,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1421579,13,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1634731,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +2023999,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.89,0,"Yes","No","Yes","Yes","No","No" +1844179,0,0,0,62,134,217,1,1,1,1,27,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1305428,76,8,24,44,98,171,18,58,113,162,28,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +1907606,311,12,341,320,640,960,94,332,708,1138,125,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +1406037,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1204160,4,2,0,0,4,6,0,2,5,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1226322,40,9,0,0,0,0,1,1,1,1,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2185794,14,2,0,0,0,0,2,5,6,6,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1454465,428,4,0,1050,1386,1974,367,931,1645,2451,249,"No",75,0.7,0.64,0,"No","No","No","No","No","No" +1580509,4,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3245718,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2080175,0,2,0,5,6,6,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +2064623,4,2,0,0,10,10,1,1,1,1,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1958339,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2184744,2,4,0,8,16,24,3,8,16,24,52,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1737237,74,4,0,0,27,54,17,49,160,275,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2926186,536,2,0,0,0,0,0,0,5,6,3,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2983158,6,3,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3118378,21,2,0,21,63,84,7,22,55,70,0,"No",0,0.42,0.52,0,"No","No","No","Yes","No","No" +2920188,68,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1952152,83,8,0,0,0,0,1,2,4,8,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2003547,6,12,0,0,0,0,0,1,1,2,1,"No",0,0.44,0.38,0,"Yes","No","No","Yes","No","No" +1400705,16,8,0,14,28,28,5,11,18,26,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2851093,51,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.93,0,"No","No","No","No","No","No" +1126022,30,2,0,0,0,0,3,5,12,23,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2088558,347,8,0,0,0,0,1,8,13,19,5,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1243737,24,2,0,0,0,0,3,7,10,10,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1489575,281,2,0,0,0,0,1,1,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2097710,2470,8,19,0,0,0,242,628,1210,1856,304,"No",0,1,1,1,"No","No","No","Yes","No","No" +1490137,17,2,0,22,40,40,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3227480,30,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +2003182,-25,3,0,72,126,186,32,68,71,74,7,"No",0,0.96,0.97,25,"No","No","No","Yes","No","Yes" +1795894,0,2,0,587,1014,1171,0,0,0,0,50,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3247777,26,52,0,0,400,400,4,11,37,59,7,"No",0,0.07,0.2,0,"Yes","No","No","No","No","No" +1174299,73,2,3,4,4,4,17,35,47,47,29,"No",0,0.49,0.41,0,"No","No","No","Yes","No","No" +1724965,1,2,1,4,6,9,5,6,10,13,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3100327,21,2,0,0,0,0,0,1,3,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1764229,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.41,0.75,0,"No","No","No","Yes","No","No" +1562332,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3052406,0,8,0,55,90,125,12,29,55,68,5,"No",30,0.41,0.46,0,"No","No","No","Yes","No","Yes" +1121511,-1,9,0,11,13,16,1,3,17,22,2,"No",0,0.96,0.93,1,"No","No","No","Yes","No","No" +3157278,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1281942,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","No" +1668900,7,8,0,10,20,30,4,9,25,32,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1744520,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","No" +1881007,144,8,16,125,250,375,49,168,313,425,82,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2229703,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1541074,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1113818,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2109397,2,8,0,3,5,7,2,3,5,6,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +3154274,16,8,15,2,6,10,5,13,23,32,17,"No",0,0.16,0.1,2,"No","No","Yes","Yes","No","No" +3053010,11,6,0,23,41,65,5,26,43,69,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1904244,18,8,0,121,198,262,41,112,217,330,78,"No",16,0.86,0.88,1,"No","No","No","Yes","No","Yes" +2050535,0,12,0,6,10,13,4,8,12,17,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1148729,96,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2243896,0,8,0,6,10,10,4,11,16,20,0,"No",0,0.76,0.87,0,"No","No","No","Yes","No","Yes" +2166563,132,2,0,28,56,56,20,46,70,99,35,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1319499,1990,8,0,0,340,1360,400,1260,2120,4240,336,"No",0,0.99,0.99,200,"No","No","Yes","Yes","No","No" +2076931,116,2,5,36,108,180,40,140,209,296,20,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +3173854,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3016129,11,2,0,0,0,0,0,2,5,9,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1207360,9,12,0,0,0,0,1,1,3,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3019285,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1379147,166,8,0,0,0,0,0,0,0,0,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1877703,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1396784,119,8,6,101,189,309,33,102,220,318,46,"No",0,0.74,0.57,0,"No","No","Yes","Yes","No","No" +3043433,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3262733,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2073374,1,8,1,104,104,104,0,6,8,18,15,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","Yes" +1125486,0,2,0,11,20,24,0,0,0,0,0,"No",8,0.7,0.75,0,"No","No","Yes","Yes","No","Yes" +2841982,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1196573,0,2,0,4,5,7,2,3,4,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2283366,67,2,18,66,156,234,20,86,169,248,24,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1869121,238,2,0,0,0,0,0,1,1,3,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1377853,1037,4,169,618,1230,1638,314,843,1830,2757,115,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1170884,35,4,0,1,1,1,1,31,71,111,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3199670,21,8,0,0,20,20,5,11,15,21,0,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +3006603,78,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1653123,11,8,0,13,31,43,14,35,50,70,6,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2184330,32,8,0,0,0,0,14,39,69,99,4,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3028312,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1245632,2278,12,0,0,0,0,76,188,324,601,0,"No",0,0.45,0.86,0,"Yes","No","No","Yes","No","No" +1607617,37,2,3,49,99,149,37,80,130,186,19,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1881839,14,4,0,0,0,0,2,6,17,27,8,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2296252,6,0,0,6,16,20,2,7,11,17,2,"No",0,0,0,0,"No","No","No","No","No","No" +3047928,125,4,4,0,0,0,16,32,46,71,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1394435,24,8,0,0,9,18,3,11,40,49,20,"No",0,0.86,0.91,0,"No","No","Yes","Yes","No","No" +1357146,0,12,0,0,0,0,3,22,135,187,56,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +2020117,14,8,0,51,77,103,14,35,60,82,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3173145,138,8,267,285,551,839,120,344,593,946,223,"No",6,0.96,0.96,1,"No","No","No","Yes","No","No" +1727367,144,2,112,144,360,594,0,1,1,1,59,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1322255,4,12,0,0,2,4,1,3,5,6,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2879471,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1549380,2295,12,243,2736,3456,4752,443,2924,6246,8836,1012,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1635408,16,8,0,0,0,6,0,1,9,12,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1443226,9,2,0,0,0,0,0,1,8,8,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1761373,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1735172,19,9,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3108622,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1492193,65,8,102,200,500,700,107,335,705,1143,65,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1547031,6,9,0,14,14,14,0,0,9,9,8,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3025908,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","Yes" +2037318,36274,2,11330,68400,134400,201600,19693,67313,133841,202972,18692,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1757139,2,8,0,5,9,13,3,4,9,13,0,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1839433,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1273327,2289,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2906006,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3010458,10,8,0,0,0,4,0,3,5,9,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2927061,216,NA,0,0,0,0,1,6,12,23,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3280340,32,8,0,36,36,36,4,16,37,49,1,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1150349,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.66,0.72,0,"Yes","No","No","Yes","No","No" +1899682,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1949384,1,8,0,2,4,6,0,1,3,5,1,"No",0,0.84,0.92,0,"No","No","Yes","Yes","No","No" +1362799,44,4,0,0,11,22,6,12,33,46,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1323954,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1688475,42,8,0,0,0,0,9,15,22,31,32,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1926687,149,8,94,84,168,252,28,107,203,331,120,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1862051,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1601092,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +2248423,112,NA,0,0,0,0,0,4,11,20,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1987365,0,2,0,24,24,24,1,7,7,7,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +2994487,197,8,130,330,630,970,147,388,728,1099,96,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1858299,12,0,0,0,12,12,5,10,15,29,2,"No",0,0,0,0,"No","No","No","No","No","No" +1636238,8,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3163908,276,NA,0,0,0,0,7,13,24,27,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1678363,12,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1189098,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1297308,64,8,12,38,77,116,16,41,82,109,27,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1920081,93,8,0,0,0,0,5,27,57,78,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1837210,0,12,0,8,11,14,0,2,5,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1741093,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1270896,0,2,0,14,14,14,0,0,0,0,1,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1554495,10,9,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3254172,10,9,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2141137,8,2,0,0,0,0,0,0,1,1,0,"No",0,0.44,0.53,0,"Yes","No","No","Yes","No","No" +1428805,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1249723,0,2,0,50,56,58,0,0,0,0,4,"No",40,0.67,0.86,0,"No","No","No","Yes","No","Yes" +1981664,64,2,64,0,0,0,0,0,0,0,4,"No",0,0.43,0.71,0,"Yes","No","Yes","Yes","No","No" +3022687,27,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1265066,47,0,0,0,0,0,3,5,15,21,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +3043762,9,4,0,0,0,0,0,1,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2108286,4,8,3,11,21,21,3,8,15,25,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2195528,17,8,0,73,97,121,7,29,64,105,42,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +2245937,36,9,0,0,0,0,0,0,0,3,1,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1271197,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2874467,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2064637,29,8,0,576,768,960,41,173,315,595,101,"No",0,0,0,15,"No","No","No","Yes","No","Yes" +3255639,2145,8,0,3426,7488,10196,439,2269,4861,6708,471,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3008704,0,2,0,16,16,16,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3231562,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2140759,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3055264,8,2,0,25,25,25,7,11,18,26,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2110149,7,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +3099549,19,2,0,0,0,0,0,1,1,1,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2226932,373,2,165,900,1488,2304,738,2409,3198,3554,360,"No",0,0.86,0.9,1,"No","No","No","Yes","No","No" +1639095,47,9,32,0,25,50,10,48,80,111,29,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3180814,10,12,0,0,4,4,0,1,1,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1284974,6,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +2277175,4,NA,0,0,0,0,0,2,8,8,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1486389,20,2,0,0,0,0,0,0,8,15,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3219242,85,NA,10,0,0,0,18,50,99,135,25,"No",0,-99,-99,1,"No","No","No","No","No","No" +1781777,29,2,0,0,0,0,0,1,2,4,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1390490,37,2,0,44,132,176,11,43,110,182,5,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1697921,51,8,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.63,0,"No","No","No","Yes","No","No" +1788777,4,10,0,1,2,3,0,1,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3104702,53,8,1,80,120,180,38,74,118,184,22,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3173330,201,4,1,0,72,108,42,102,156,337,33,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1430622,65,2,0,0,0,0,0,0,0,0,2,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1226435,314,8,0,0,0,0,31,63,96,155,30,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1933604,2,8,0,1,3,4,1,1,4,6,2,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1585372,1,8,0,42,78,96,14,31,53,90,9,"No",19,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1642709,7,2,6,37,55,79,4,19,25,31,0,"No",0,0,0.02,0,"Yes","No","No","Yes","No","Yes" +1492307,21,9,0,0,0,0,2,2,3,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1821080,23,0,0,0,0,0,1,1,1,3,0,"No",0,0.9,0.84,0,"Yes","No","No","Yes","No","No" +1812214,0,8,0,5,5,5,0,0,2,5,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3032053,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2828295,4,12,2,2,6,10,3,6,12,16,4,"No",0,0.79,0.82,0,"No","No","No","Yes","No","No" +1427923,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +3208436,180,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.56,0,"Yes","No","No","Yes","No","No" +1898267,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2228980,4,2,0,0,0,0,2,3,3,3,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +3071563,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1638580,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +1151733,277,8,0,0,0,0,0,0,0,0,2,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +3250397,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3017505,9,2,5,59,95,131,20,36,40,40,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2983621,17,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2880489,1012,8,17,0,0,0,81,191,312,489,128,"No",0,0.63,0.76,0,"No","No","No","Yes","No","No" +1622001,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1361059,9,12,0,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2003232,107,8,3,0,21,42,10,25,49,90,30,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +2211872,3,2,0,90,90,90,3,5,5,5,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +3078448,26,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.88,0,"Yes","No","Yes","Yes","No","No" +2857924,3519,13,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1721783,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1905951,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1587202,15,12,0,59,101,151,17,48,107,154,13,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2170937,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1863067,5,2,0,1,1,1,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3270707,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1561964,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1698216,2015,8,10,0,0,0,27,77,152,255,19,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1209222,15,12,5,5,5,5,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2952523,96,2,0,0,0,0,0,0,1,2,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2251172,80,8,29,49,106,144,13,53,117,184,20,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1148587,14,8,0,0,0,1,4,7,11,15,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1129212,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","Yes" +3018111,45,8,0,0,0,0,2,4,7,9,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1249043,129,8,82,160,240,320,37,129,207,348,53,"No",0,0.97,0.84,0,"No","No","Yes","Yes","No","No" +1192030,8,4,0,0,0,0,0,0,2,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1867347,10,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1933469,50,0,0,0,0,0,0,6,20,27,1,"No",0,0.93,0.86,0,"No","No","No","No","No","No" +1157872,4,8,0,0,5,5,1,2,6,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1282751,103,8,1,50,100,150,16,41,131,203,31,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1857664,1,4,0,3,5,7,2,3,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1685942,1,2,2,2,5,9,1,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2178333,32,8,12,32,59,86,13,44,67,106,11,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3008004,2,NA,0,0,0,0,0,1,2,2,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1299773,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2842664,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1726951,51,2,78,669,1425,2316,236,595,1075,1385,9,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +3154071,0,4,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +2309158,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1131228,27,4,0,0,0,0,0,0,2,3,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1693085,275,8,21,840,1280,1720,255,740,1177,1628,188,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1160786,121,8,0,0,0,0,7,17,38,61,12,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3271109,0,2,0,4,8,12,6,10,17,25,0,"No",0,0.25,0.31,0,"No","No","No","Yes","No","No" +1194300,236,4,0,0,0,0,5,11,21,35,0,"No",0,0.91,0.92,0,"No","No","Yes","Yes","No","No" +1184195,54,8,0,0,32,32,0,0,0,0,0,"No",0,0.87,0.69,0,"No","No","No","Yes","No","No" +1876644,6,8,0,252,252,252,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1772676,8,2,0,0,0,0,1,3,3,3,0,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +1703473,9,8,0,9,20,32,0,10,21,32,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3036874,0,NA,0,0,0,0,0,2,14,21,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1581361,8,9,0,8,8,8,0,5,10,15,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1697452,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1648181,62,NA,0,0,0,0,3,4,7,12,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2169801,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +2163386,32,9,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1331868,1,8,0,0,1,1,0,0,1,1,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2102222,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","No" +1160737,2,8,0,0,1,2,0,0,2,3,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1870628,3,8,0,10,20,20,2,6,9,17,1,"No",0,1,0.88,0,"No","No","Yes","Yes","No","Yes" +2852449,42,12,0,5,5,5,4,12,23,34,14,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3062475,5,8,0,153,153,153,1,3,9,11,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1223570,22,2,0,0,0,0,0,0,1,1,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +3072424,10,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2141673,32,8,0,0,0,0,1,4,6,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1984461,17,8,0,0,0,0,0,4,7,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1161507,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1707050,252,8,50,460,839,1202,160,442,851,1400,157,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2903689,61,12,0,0,0,0,3,7,7,10,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1472658,84,8,0,45,75,105,11,30,55,98,21,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1130594,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +3042795,323,2,0,0,0,0,1,2,6,15,2,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1242767,68,8,0,128,224,320,19,83,161,250,41,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3214326,2156,8,0,0,0,0,5,12,27,42,3,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2973580,7761,8,863,1299,7227,15388,1092,5346,11817,17033,1201,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1918439,0,12,0,17,27,39,0,9,15,16,0,"No",1,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1817528,0,2,40,40,120,160,20,55,119,162,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2801798,188,2,0,0,0,0,2,2,9,20,0,"No",0,0.64,0.29,0,"No","No","No","Yes","No","No" +1439237,0,9,0,16,27,40,5,17,43,55,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2140221,2,2,0,0,0,0,0,0,3,4,0,"No",0,0.89,0.84,0,"No","No","No","Yes","No","No" +3079215,134,8,13,71,176,269,27,119,240,402,47,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3022838,17,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2872851,24,0,0,300,510,760,117,420,749,934,23,"No",0,0,0,0,"No","No","No","No","No","No" +1916036,223,4,19,99,241,341,57,173,345,472,43,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2921033,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +2182526,36,8,2,0,0,0,2,9,23,32,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3215238,0,12,0,1,2,2,1,1,2,2,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1854897,45,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +3237335,3,2,0,33,33,33,0,0,0,0,0,"No",0,0.99,0.93,0,"Yes","No","No","Yes","No","No" +2829979,8079,NA,0,0,0,0,7,31,134,292,11,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1918624,25,8,0,0,0,0,1,4,10,18,4,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +2106285,2,8,0,22,35,48,7,19,29,39,1,"No",0,0.81,0.77,0,"No","No","No","Yes","No","Yes" +1758195,21,2,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +2815620,31,8,9,38,74,101,14,40,71,92,14,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1221999,10,8,0,0,0,0,0,1,1,1,1,"No",0,0.07,0.33,0,"No","No","Yes","Yes","No","No" +1471200,0,3,0,10,16,18,0,0,0,0,0,"No",0,0.03,0.1,0,"Yes","No","Yes","Yes","No","No" +2938741,6,2,0,4,6,10,2,6,8,12,3,"No",0,0.99,0.91,0,"No","No","No","Yes","No","Yes" +2002268,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2062323,29,52,0,0,0,0,11,35,72,91,0,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","No" +1166951,0,8,0,5,8,9,2,4,8,9,0,"No",0,0.94,0.93,0,"No","No","No","Yes","No","Yes" +1235154,5,2,0,5,15,20,0,2,6,15,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2865826,2160,2,0,0,0,0,8,20,34,43,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1774090,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +3195982,98,9,0,0,0,0,4,21,43,49,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1366598,41,9,0,0,0,0,1,1,2,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1821679,29,8,0,0,0,0,2,4,7,13,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3250961,862,8,67,0,0,1300,22,81,145,209,30,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1200647,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2005676,898,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2091598,190,8,37,80,224,368,25,94,239,404,82,"No",0,0.62,0.58,0,"No","No","No","Yes","No","No" +1462809,1,8,2,6,12,16,3,6,10,11,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +2823216,13,16,0,0,0,0,0,0,1,2,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1377189,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3092259,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.11,0,"Yes","No","No","Yes","No","No" +3067533,151,8,19,98,226,290,27,104,214,372,50,"No",0,0.53,0.63,0,"No","No","No","Yes","No","No" +1418675,261,52,0,0,0,0,0,0,1,3,2,"No",0,-99,0.5,0,"Yes","No","No","No","No","No" +2299529,1,0,1,22,49,79,3,28,62,94,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1356646,59,8,12,41,111,181,17,54,101,157,18,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1847248,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +2106919,258,8,6,0,200,400,27,153,289,441,50,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1960104,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1995889,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2858223,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1826184,117,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3211087,7,2,0,0,0,0,0,0,1,2,1,"No",0,0.31,0.27,0,"No","No","No","Yes","No","No" +1929012,1,8,0,5,7,11,2,6,9,13,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2205467,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2857150,6,8,0,0,1,3,1,3,5,6,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1592917,2,0,1,20,49,76,9,36,64,101,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1541549,303,9,0,0,0,16800,2,7,49,52,3,"No",0,0.69,0.86,0,"No","No","No","Yes","No","No" +1275141,107,12,0,0,0,0,50,56,56,56,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1225475,4,8,0,37,62,107,10,38,80,107,0,"No",6,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1895785,43,8,0,0,0,0,0,0,0,1,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2847330,6,12,0,0,1,3,0,1,4,8,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1221784,282,16,2,12,25,142,32,76,319,442,63,"No",0,0.77,0.59,0,"No","No","No","Yes","No","No" +2156052,-6,6,6,1,1,2,7,13,17,17,1,"No",0,0.73,0.76,6,"No","No","No","Yes","No","Yes" +1168314,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2108694,4,4,4,26,44,56,15,25,45,58,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1300288,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1438048,10,2,0,0,4,8,25,53,68,72,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2030917,9,12,0,0,0,0,0,0,0,2,1,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +2221449,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.81,0,"Yes","No","Yes","Yes","No","No" +1578371,8,8,0,6,12,18,1,6,11,14,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","Yes" +1624845,201,8,0,0,0,0,0,0,0,1,2,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +2075548,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","No" +1519321,0,NA,0,0,0,0,0,1,2,2,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1383358,51,9,0,0,0,0,0,1,1,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2885227,-4,8,0,6,12,20,20,30,39,41,0,"No",0,1,0.98,4,"No","No","No","Yes","No","No" +1578051,3,8,0,3,5,9,0,2,4,6,0,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +1404678,6,8,0,7,14,21,3,14,24,30,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1528439,25,8,16,8,40,64,3,18,48,68,11,"No",0,1,1,0,"No","No","No","Yes","No","No" +2955329,91,8,56,120,200,280,50,129,236,330,71,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2831089,4,NA,1,0,0,0,3,8,16,21,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +2895757,5,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1557385,-13,NA,0,0,0,0,20,59,169,242,59,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2042348,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2286342,5,2,0,0,0,0,0,2,3,3,0,"No",0,0.95,0.9,0,"Yes","No","No","Yes","No","No" +1749710,25,2,5,5,20,35,4,19,58,88,12,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +1250620,21,2,0,0,0,0,0,2,8,8,1,"No",0,0.86,0.89,0,"No","No","Yes","Yes","No","No" +1530363,173,8,116,213,354,542,66,208,392,598,72,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1609708,0,12,0,1,1,1,0,0,1,1,0,"No",1,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +1709725,154,4,0,0,0,0,13,22,45,62,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1841980,48,8,0,0,0,0,0,0,1,1,2,"No",0,0.02,0.1,0,"No","No","No","Yes","No","No" +1339417,0,9,0,2,2,3,0,1,1,2,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2927952,450,52,0,0,0,0,2,3,6,8,10,"No",0,0.21,0.6,0,"Yes","No","No","No","No","No" +2086370,3,12,0,15,18,27,9,19,31,38,1,"No",3,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2150744,6,8,0,4,8,12,2,5,12,16,1,"No",0,0.91,0.95,0,"Yes","No","No","No","No","No" +2058466,285,8,284,600,1080,1620,220,721,1516,2313,328,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1176295,0,4,0,160,280,400,22,46,60,78,12,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","Yes" +1552832,3,2,0,13,13,13,0,0,0,0,1,"No",0,0.92,0.96,0,"Yes","No","Yes","Yes","No","No" +2024673,3,8,0,8,12,12,1,4,6,12,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2128651,3,12,0,6,10,15,0,9,12,15,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2119646,11936,4,0,0,0,0,5,10,23,43,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1948950,21,8,3,0,16,32,2,11,27,38,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1777774,90,8,52,131,323,491,99,242,445,702,38,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2228435,96,2,0,0,0,0,5,16,23,28,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1234806,4,4,0,1,3,4,1,3,4,5,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2271888,36,2,0,0,0,0,6,9,9,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1177398,4420,8,3710,0,0,0,116,375,736,1194,274,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1315061,10,3,0,5,8,10,0,2,4,8,1,"No",0,0.75,0.63,0,"No","No","No","Yes","No","No" +2138341,128,8,15,120,256,392,68,203,373,513,51,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1824052,4,8,0,0,1,2,0,1,4,7,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1871893,18,4,0,0,0,25,2,7,12,15,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1335451,4,8,0,6,6,10,0,9,11,15,1,"No",0,0.68,0.81,0,"No","No","No","Yes","No","No" +1963404,27,2,0,0,0,0,1,2,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1616577,27,12,0,0,0,0,0,2,6,8,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1177787,973,8,140,880,1900,3100,296,968,1958,3037,385,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1622362,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1338609,1,8,0,24,36,48,5,15,23,38,0,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1511569,396,12,12,140,280,560,50,191,403,722,75,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2970654,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +3051592,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2148069,1,2,1,0,0,0,0,0,0,0,1,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1758702,1,8,0,1,1,2,0,0,2,2,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1948781,94,8,13,121,229,336,31,120,263,448,28,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3219461,57,9,3,0,0,10,5,15,38,69,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+1447178,71,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1534906,1,NA,0,3,3,3,1,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2104517,0,2,0,77,120,120,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2853161,1187,NA,0,0,0,0,2,7,20,36,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3062744,1,4,57,0,20,40,1,14,19,20,3,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1175371,3,2,0,0,2,4,2,4,4,4,0,"No",0,0.88,0.92,0,"Yes","No","No","Yes","No","Yes" +2055484,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.81,0,"No","No","Yes","Yes","No","No" +1543874,127,12,0,0,0,0,3,6,14,29,2,"No",0,0.04,0.06,0,"No","No","No","Yes","No","No" +3088331,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.81,0,"No","No","No","Yes","No","No" +1470862,13,8,0,0,0,0,0,0,2,3,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1163992,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.75,0,"No","No","No","Yes","No","No" +1270085,2,9,1,0,0,0,0,0,1,2,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3269125,3,9,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1156447,54,4,5,310,550,820,22,64,95,97,66,"No",0,0.82,0.87,0,"Yes","No","No","Yes","No","No" +3248919,1,12,0,9,12,18,1,4,9,14,8,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1556020,0,2,0,4,6,6,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1191753,0,8,0,23,23,23,3,11,14,18,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +2036714,37,8,0,0,0,0,2,10,22,35,0,"No",0,0.98,0.98,0,"Yes","No","No","No","No","No" +1607319,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1157542,26,2,1,42,102,156,11,33,53,53,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1296069,8,2,0,0,45,45,1,5,7,8,1,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","Yes" +1131922,7,2,0,0,1,1,1,1,1,1,1,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","Yes" +1530895,21,2,0,0,0,0,0,2,3,4,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1290147,0,8,0,14,29,41,4,14,19,32,0,"No",0,0.47,0.62,0,"No","No","No","Yes","No","Yes" +1625046,0,12,0,9,13,19,1,6,6,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1799695,154,8,9,1440,2080,2208,23,84,951,2331,157,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1713707,0,8,0,40,60,100,4,17,34,46,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2079458,0,2,0,2,3,4,2,2,4,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1445295,46,4,0,0,0,0,0,2,2,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1122001,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1852965,587,8,60,420,930,1470,172,527,1097,1669,367,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1774530,0,2,0,444,444,444,0,1,1,1,30,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1781127,1328,12,104,0,810,1566,509,1467,2984,4630,273,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1804660,54,9,0,0,0,0,2,2,6,8,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2144443,0,NA,0,0,0,0,1,16,34,72,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2166738,0,8,0,60,60,60,9,18,27,45,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1778732,130,8,4,0,32,80,31,77,130,222,34,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1561740,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1877276,14,8,0,0,0,0,3,7,7,10,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1817301,186,8,0,0,0,30,21,49,110,244,34,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2979208,30,8,2,6,12,12,3,18,33,55,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1452070,3,8,0,7,7,14,0,0,22,23,0,"No",0,1,1,0,"No","No","No","No","No","Yes" +2153088,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +2184646,385,8,109,366,810,1248,157,467,1055,1588,343,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2212111,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","No" +1407027,1,12,0,1,1,1,0,0,1,2,0,"No",1,0.63,0.72,0,"No","No","Yes","Yes","No","No" +3180951,115,8,0,0,0,33,11,40,81,113,18,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2958832,197,8,0,0,0,0,0,1,1,1,1,"No",0,0.72,0.6,0,"No","No","No","Yes","No","No" +3187316,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1342659,17,12,3,510,510,703,53,233,435,622,53,"No",0,0.5,0.39,6,"Yes","No","No","Yes","No","Yes" +1945859,0,0,0,50,100,100,6,11,29,33,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +1576212,133,8,34,250,500,500,64,179,419,612,50,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1274638,4,3,22,155,265,373,46,122,222,242,27,"No",13,0.5,0.39,1,"No","No","No","Yes","No","Yes" +1929368,21,12,12,70,125,180,12,47,109,141,28,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1217606,23197,8,2306,65331,128250,192474,17056,56650,115413,172481,16329,"No",0,0.71,0.45,0,"No","No","No","Yes","No","No" +1290668,88,9,0,0,0,0,0,2,6,11,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2964500,263,2,0,0,0,280,15,46,87,89,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2085789,3,12,0,0,0,0,1,3,4,5,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","Yes" +2843866,12,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1586874,-20,12,0,1040,1140,1340,79,403,952,1680,140,"No",0,0.76,0.78,20,"No","No","No","Yes","No","Yes" +2973027,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3244332,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +3070003,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1294780,0,12,0,12,12,12,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +2112056,5,2,2,97,157,247,23,29,51,74,9,"No",0,0.2,0.54,0,"No","No","No","Yes","No","Yes" +1898196,23,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1731268,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1222792,101,14,0,0,75,75,6,25,54,85,30,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2018109,38,8,0,0,0,0,1,1,1,1,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1581845,224,8,83,1100,1650,2200,169,594,1256,1976,219,"No",0,0.21,0.4,0,"No","No","No","Yes","No","Yes" +1332006,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2296077,322,2,142,763,1699,2539,202,694,1363,2262,114,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +1543973,80,8,0,0,0,0,0,4,17,36,4,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2844337,165,2,276,758,1362,2086,220,768,1276,1687,200,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2058962,7,2,1,0,0,0,2,17,23,23,2,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","Yes" +2898764,31,12,8,95,176,284,36,121,223,313,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2989776,3,2,30,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","Yes","Yes","No","No" +1292866,44,8,0,0,0,0,0,6,10,21,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2101039,63,2,0,0,0,0,0,0,1,2,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1590202,174,2,26,32,46,62,10,11,38,39,2,"No",0,0.62,0.36,0,"Yes","No","No","Yes","No","No" +1902788,0,8,0,7,7,14,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1398528,10,8,0,0,0,0,1,3,4,5,1,"No",0,0.91,0.79,0,"No","No","No","Yes","No","No" +1801714,2,8,0,7,9,11,1,5,7,7,2,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3004901,9,8,0,0,0,0,0,1,1,1,2,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1762872,2,10,0,0,1,3,1,2,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2218264,20,9,0,0,0,0,10,10,11,11,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2169234,45,10,0,0,0,0,1,6,8,14,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1290009,9,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1425155,52,8,1,16,40,72,6,25,59,82,19,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1353260,0,2,0,4,4,4,3,6,6,6,0,"No",0,0.33,0.59,0,"No","No","No","Yes","No","Yes" +1357694,11,8,0,0,0,0,3,5,5,8,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1729200,0,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2831494,0,2,0,14,14,14,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1152667,0,9,0,14,21,28,3,12,18,26,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","Yes" +2282837,20,8,0,0,8,18,3,12,24,42,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +3176236,40,NA,0,25,40,56,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1448197,10,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1344567,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +3230695,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1911859,6,8,0,48,96,144,15,48,75,99,1,"No",0,0.5,0.5,0,"No","No","No","Yes","No","Yes" +1950719,1,12,0,21,21,21,0,3,10,15,3,"No",0,0.59,0.63,0,"No","No","Yes","Yes","No","Yes" +2300479,0,8,0,5,5,5,0,0,0,0,1,"No",0,0.31,0.33,0,"Yes","No","No","Yes","No","Yes" +2939491,0,8,0,5,6,9,2,6,8,17,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1113172,8,8,0,0,0,0,0,0,1,2,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1859468,31,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2937144,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1942385,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2268028,32,8,0,0,32,64,16,34,69,117,1,"No",0,0.62,0.58,0,"No","No","No","Yes","No","No" +2070132,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.73,0,"No","No","Yes","Yes","No","No" +1701581,5,8,0,10,20,30,4,12,24,43,0,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1319757,6,2,0,0,0,0,0,0,1,5,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2808181,45,9,0,0,0,0,5,14,21,46,3,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1716076,451,8,0,0,0,0,76,176,521,813,92,"No",0,-99,0.44,0,"No","No","No","No","No","No" +2167715,8,8,0,12,20,28,3,9,18,30,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1600618,64,8,0,0,51,102,22,45,97,166,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2819758,6,8,0,0,0,0,0,0,0,1,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1811388,7,2,0,36,72,120,11,26,52,72,11,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3100602,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2887407,2,8,0,9,13,21,3,5,8,11,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2944685,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1548164,140,8,31,162,336,453,50,170,372,625,45,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1765042,48,8,0,24,48,72,11,28,55,91,1,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +3123641,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.9,0,"Yes","No","No","Yes","No","No" +2893360,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +2936441,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1277720,168,8,78,748,1263,1889,247,731,1213,1790,158,"No",0,0.94,0.96,15,"No","No","No","Yes","No","No" +2136550,134,NA,0,0,0,0,1,1,4,4,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2843790,42,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1680878,18,8,0,0,0,0,2,6,18,24,0,"No",0,0.65,0.75,0,"No","No","No","Yes","No","No" +1667078,5,8,0,24,24,24,1,1,2,5,4,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2263158,19,NA,0,0,0,0,2,7,15,25,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +3180671,811,8,39,0,0,0,42,121,225,359,51,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1122646,19,8,0,0,8,20,2,6,16,23,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +2859817,4681,8,0,0,0,0,5,15,25,28,2,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3155338,7,9,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3091318,0,5,10,24,24,24,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1389891,31,9,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2015720,24,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1608486,41,8,12,15,24,42,11,36,85,129,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1981186,0,8,0,2,4,5,2,3,4,4,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +2987393,62,8,0,0,0,0,0,0,2,2,6,"No",0,0.75,0.85,0,"No","No","No","Yes","No","No" +3043648,5,8,0,2,3,6,0,0,2,5,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2064722,2,2,0,13,23,23,3,7,10,21,3,"No",0,0.05,0.41,0,"No","No","Yes","Yes","No","Yes" +1927431,-18,2,0,34,43,51,129,129,129,129,2,"No",0,0.65,0.37,18,"No","No","No","Yes","No","Yes" +1656218,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.83,0,"No","No","No","Yes","No","Yes" +3158010,0,12,0,2,2,2,0,1,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","Yes" +2192848,3,2,11,24,48,78,5,27,47,63,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1335270,18,8,0,0,0,0,0,0,0,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1141370,3,2,0,2,3,3,0,1,4,4,1,"No",0,0.94,0.87,0,"Yes","No","Yes","Yes","No","No" +1714125,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","Yes" +1517434,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +3249482,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1510791,0,2,26,0,0,0,0,0,0,0,0,"No",0,0.86,0.86,0,"Yes","No","No","Yes","No","No" +3056497,6,2,0,0,0,0,1,1,1,1,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1853680,107,8,0,0,0,0,0,4,8,15,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3219843,0,8,0,0,0,0,66,132,264,396,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1832540,1,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3175158,1867,8,0,0,0,0,10,27,48,73,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1266152,0,NA,0,16,22,22,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +1328012,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","Yes","Yes","No","No" +1650399,2,9,0,1,2,3,1,2,3,4,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","Yes" +1467820,235,NA,0,0,0,0,2,3,4,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1189335,7,4,3,1,2,2,1,5,5,6,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2168590,12,4,0,0,0,0,3,5,7,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1380685,15,3,0,0,3,18,1,2,18,20,1,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1582491,12,3,0,0,0,16,2,6,9,11,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1929580,3,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1334347,3,16,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +3225547,16,8,0,15,35,55,3,7,10,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2900908,10,2,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1972061,12,8,0,0,0,0,0,0,0,1,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +3102062,531,8,531,0,0,0,0,0,0,0,15,"No",0,-99,-99,0,"Yes","No","No","Yes","Yes","No" +2056878,7,2,0,0,2,4,0,1,2,6,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2212118,48,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1634044,51,8,0,0,0,0,0,1,2,3,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2310991,38,52,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2862241,750,8,172,466,766,1066,181,506,1099,1639,167,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +2013702,12,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1407644,13,2,0,0,0,0,0,0,1,1,1,"No",0,0.66,0.43,0,"Yes","No","No","Yes","No","No" +1841676,4,8,0,0,0,0,0,0,3,7,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3007139,224,8,63,280,504,684,67,227,436,681,88,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +2968674,6,NA,0,0,0,0,0,1,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1515961,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1263702,1,12,0,1,2,3,1,2,2,3,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1808947,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1854975,11,8,0,26,50,68,11,20,46,61,0,"No",7,0.56,0.46,0,"No","No","No","Yes","No","No" +2999532,-21,8,0,192,264,336,68,141,222,282,48,"No",0,0.86,0.87,38,"No","No","No","Yes","No","No" +3269807,2360,NA,0,0,0,0,12,12,37,58,56,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1209204,173,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +2279283,6,8,0,0,0,0,1,2,2,4,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1594513,17364,2,3306,20000,40000,55000,6541,19430,38145,54829,5026,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3005029,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1693524,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1519657,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2161716,272,8,0,2400,3600,5000,544,1607,2697,4345,489,"No",0,0.1,0.1,26,"No","No","Yes","Yes","No","Yes" +1602915,0,0,0,5,7,9,1,3,6,8,1,"No",0,0,0,0,"Yes","No","Yes","No","No","Yes" +3165603,17,9,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1301293,15,8,4,0,0,0,1,15,18,22,2,"No",0,-99,0.93,0,"No","No","No","Yes","No","No" +1771478,60,8,0,38,73,108,11,43,72,121,21,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +3040674,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2918972,6,2,0,0,0,0,0,0,0,0,1,"No",0,0,0.33,0,"Yes","No","No","Yes","No","No" +1975892,83,8,0,20,80,140,13,42,93,167,31,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2309749,8,2,0,18,36,54,4,15,32,35,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3275852,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +3193624,7,2,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3225765,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +2086874,3,8,0,4,8,14,0,4,8,11,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1165012,8,8,0,96,96,96,7,27,52,77,0,"No",0,0.91,0.84,0,"No","No","No","Yes","No","Yes" +1778592,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3116785,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1718119,75,52,0,0,0,0,0,1,1,2,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1804008,261,0,16,280,616,924,78,283,680,1008,169,"No",0,0,0,0,"No","No","No","No","No","No" +3183686,0,2,0,7,7,7,0,0,0,0,1,"No",0,0.9,0.92,0,"No","No","Yes","Yes","No","No" +1634837,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +1847172,76,8,13,50,100,150,19,69,145,208,26,"No",0,1,1,0,"No","No","No","Yes","No","No" +2190325,139,8,8,1704,1704,1704,116,354,820,1317,137,"No",0,0,0,0,"No","No","No","Yes","No","No" +2041969,4,2,0,0,0,1,1,1,3,3,2,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1443282,11,8,0,0,0,0,0,1,1,6,12,"No",0,1,0.41,0,"No","No","No","Yes","No","No" +1146817,14,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1228217,82,8,1,0,21,42,6,41,82,138,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3053661,64,9,0,0,0,0,0,1,2,12,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1252303,37,12,0,0,0,0,1,6,15,39,7,"No",0,0.78,0.83,0,"No","No","Yes","Yes","No","No" +1464845,0,8,0,168,224,224,0,0,0,0,5,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2287777,20,8,0,0,0,0,0,5,10,14,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2948555,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","No","No","No" +2057949,197,4,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2007923,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +2911379,23,2,0,0,0,16,1,6,10,15,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1494197,4,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +3040680,17,4,0,4,6,6,0,0,0,0,0,"No",0,0.95,0.77,0,"Yes","No","No","Yes","No","No" +1311062,-194,15,12,1224,2016,2664,249,655,1385,2159,180,"No",84,0.06,0.09,204,"No","No","No","Yes","No","Yes" +1483299,6256,2,2740,12394,24623,36786,3584,12467,20795,20796,2852,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2956866,76,2,0,0,0,0,0,0,0,7,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2907311,10,2,0,11,11,22,6,11,23,36,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1568100,0,12,9,41,41,41,0,9,19,24,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1270960,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2289870,5,8,0,0,0,0,1,1,3,4,0,"No",0,0.64,0.61,0,"No","No","No","Yes","No","No" +1175722,18,NA,0,0,0,0,3,12,17,28,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2293384,0,8,0,2,4,4,1,6,12,18,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1113111,8,8,0,6,17,23,7,13,28,50,4,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1598083,140,4,0,80,160,240,10,74,149,299,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1300061,196,NA,0,0,0,0,1,5,13,21,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1120720,3,16,0,0,0,1,0,1,1,2,2,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +1266369,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1716110,5,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1643949,1,8,1,0,1,2,0,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1532646,231,8,268,228,584,873,126,324,648,1038,156,"No",0,0.93,0.78,23,"No","No","No","Yes","No","No" +1297916,5,0,0,0,0,0,1,2,3,3,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +2910541,85,12,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +1371383,8,2,0,0,4,6,1,5,7,13,3,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2292301,519,12,0,0,0,0,176,530,980,1618,54,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1360498,8,8,0,0,0,0,1,1,2,2,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2058214,4,2,0,4,8,16,1,4,12,26,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1224996,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1863884,475,2,162,916,1935,2966,271,959,1805,2714,292,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1262874,1111,8,0,0,0,0,4,15,45,83,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3059533,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2933822,4,2,0,2,3,3,1,1,6,9,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2884517,476,8,0,0,0,0,8,26,60,82,5,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1915118,9,8,0,0,0,0,1,2,3,3,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +2151965,0,2,0,4,24,24,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2126190,41,8,0,0,0,35,1,5,15,29,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1833594,31,2,0,0,0,0,0,1,3,4,0,"No",0,0.68,0.76,0,"Yes","No","No","Yes","No","No" +1403613,5,4,0,48,72,96,15,40,86,110,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3276130,15010,8,0,0,0,0,39,157,348,1549,76,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2234617,1,9,0,1,2,3,0,1,1,2,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2002100,3,8,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1459366,10,8,0,0,0,10,1,4,5,6,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3067688,0,2,0,450,770,1122,1,1,1,1,33,"Yes",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1730695,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1928193,2,8,0,1,1,3,0,0,6,6,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1212037,236,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1152853,63,8,0,0,0,0,0,0,3,3,0,"No",0,0.33,0.24,0,"No","No","Yes","Yes","No","No" +1628049,0,12,0,15,22,22,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1302510,1,8,0,17,23,29,6,11,29,50,2,"No",0,0.42,0.46,0,"No","No","No","Yes","No","Yes" +3131121,98,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3104877,3561,8,30,3600,6000,8100,959,2958,5582,9277,1352,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1682625,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2133331,76,4,0,0,0,0,0,2,24,33,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1599941,390,2,74,227,451,675,195,513,980,1315,139,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1631253,64,9,0,0,0,0,0,0,1,1,1,"No",0,0.95,0.89,0,"Yes","No","Yes","Yes","No","No" +1596391,5140,4,919,2100,6300,10500,1098,3800,7631,11008,995,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1726506,2,8,0,3,4,6,2,4,7,13,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2892432,7,0,0,0,0,0,1,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1418725,23,8,0,0,0,0,0,5,8,8,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1545800,5,14,0,60,80,120,13,40,78,115,16,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1887782,6,4,0,0,0,0,0,0,6,7,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2897677,323,2,193,148,148,296,39,198,2000,2125,50,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1468577,178,8,3,164,346,528,61,200,433,703,44,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2239728,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","Yes","Yes","No","No" +1623443,37,8,0,0,0,0,0,0,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1634395,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1686821,43,8,2,112,196,308,48,134,284,405,11,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2170084,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1998218,9,2,0,0,0,25,2,5,10,11,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1779962,0,8,0,56,88,120,2,30,58,96,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +3093643,19,12,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3127520,91,NA,0,0,0,0,0,0,4,6,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1898489,3,9,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1520141,17,2,0,0,0,0,0,0,0,5,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2278815,466,12,227,600,1050,1500,202,619,1076,1558,278,"No",0,0.87,0.94,0,"No","No","Yes","Yes","No","No" +2116912,16,8,0,160,220,280,26,88,175,259,55,"No",20,0.53,0.54,0,"No","No","Yes","Yes","No","Yes" +3029086,100,8,0,0,0,0,15,22,57,85,0,"No",0,0.4,0.63,0,"No","No","No","Yes","No","No" +3224394,112,8,0,48,102,138,22,76,168,292,19,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2238391,236,2,128,352,770,1166,166,585,707,726,224,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1138765,15,8,0,0,0,0,1,4,6,7,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2117622,147,2,0,0,0,0,4,9,22,26,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2167652,-1,8,0,9,9,14,2,5,13,18,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1663631,44,4,2,79,117,193,12,28,61,63,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2000581,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1809455,60,52,0,0,0,0,0,0,3,4,0,"No",0,0.74,0.84,0,"Yes","No","No","Yes","No","No" +2848720,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2956789,1,2,0,0,0,0,4,9,9,9,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1581936,0,NA,0,0,0,0,4,7,17,24,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1134704,31,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3185395,104,2,0,80,80,160,12,59,77,166,16,"No",0,0.95,0.84,0,"No","No","Yes","Yes","No","No" +1775984,80,2,0,0,27,54,12,40,65,92,0,"No",0,0.66,0.82,0,"No","No","No","Yes","No","No" +1204754,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1313004,2,3,0,0,1,2,0,0,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3012461,10,12,0,0,10,10,4,5,9,13,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +2072061,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +3259908,5,2,0,0,0,0,1,1,1,1,1,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1807053,22,8,0,0,40,40,7,15,33,57,4,"No",0,0.95,0.8,0,"No","No","Yes","Yes","No","No" +2943629,2,2,0,24,24,24,3,6,9,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1639211,3,2,0,2,3,3,0,1,1,1,0,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +1792514,1135,NA,474,0,0,0,699,2035,3947,5932,740,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1148251,253,8,190,376,896,1384,188,604,1182,1698,255,"No",0,0.96,0.83,0,"No","No","Yes","Yes","No","No" +2255473,7,8,0,13,13,13,0,2,9,11,1,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1507323,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +3020671,0,8,2,1,2,3,1,2,3,5,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2963528,803,2,48,120,120,120,158,426,554,558,0,"No",0,0.92,0.86,0,"No","No","No","Yes","No","No" +3214091,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1403853,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1282268,0,8,0,10,15,21,0,5,11,16,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1184689,1,9,0,0,0,0,0,0,0,1,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1221717,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1415911,3115,12,2637,0,0,0,141,491,927,1393,162,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3247460,0,12,2,1,2,3,0,1,2,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1445675,0,8,0,0,105,105,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2039588,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1866969,1,4,0,30,40,40,90,130,140,180,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2163092,42,8,1,0,50,50,0,8,51,66,16,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1237289,2,2,50,0,0,0,1,1,1,1,1,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +1787533,12,9,0,180,255,315,29,82,147,285,52,"No",30,0.68,0.66,1,"No","No","No","Yes","No","Yes" +2888565,49,2,37,32,96,160,24,61,100,144,39,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1989103,4,8,0,9,24,24,5,10,13,20,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1439342,60,2,0,48,60,60,0,0,0,0,1,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +2151311,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.82,0,"No","No","No","Yes","No","Yes" +2023304,2,8,0,16,24,40,5,12,22,31,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1691344,102,8,28,90,190,320,31,105,214,310,41,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1783731,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1566690,996,8,4,0,0,0,38,147,308,547,93,"No",0,1,1,0,"No","No","No","Yes","No","No" +2315040,14,8,0,86,129,172,9,39,89,149,8,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +2114534,7,9,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2839747,6207,2,4420,4352,9024,12032,2624,5839,9841,13071,1955,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1891334,14,4,1,12,21,21,1,3,4,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1378134,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1264640,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.45,0,"No","No","No","Yes","No","No" +1681623,5,8,0,0,0,0,0,0,2,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3147695,396,8,0,0,0,0,22,76,175,269,34,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +2966363,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +2804506,38,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2028890,711,2,177,840,1512,2240,301,815,1485,2212,284,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1524496,37,4,0,0,16,32,3,7,25,42,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1218847,16,8,0,0,0,0,0,0,0,1,0,"No",0,0.92,0.97,0,"No","No","No","Yes","No","No" +2139733,33,8,14,160,232,304,29,153,257,324,46,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1956247,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1408991,34,2,0,0,0,0,0,3,3,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1393527,182,12,5,80,240,480,27,103,391,591,28,"No",0,0.09,0.13,0,"No","No","No","Yes","No","No" +1629584,-1,2,0,88,88,88,35,72,72,72,0,"No",8,0.62,0.62,1,"Yes","No","No","Yes","No","Yes" +1550626,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2219796,16,10,0,0,0,0,0,0,3,3,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2956896,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1644383,107,2,0,0,0,0,0,1,2,2,2,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +1828829,0,3,0,0,0,0,1,1,1,1,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1369966,44,8,2,19,19,57,5,13,46,71,12,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1926331,24,2,0,0,0,0,2,7,10,16,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1698256,1,12,0,11,19,23,2,7,11,18,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1154465,10,2,0,12,12,12,2,2,2,2,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","Yes" +1582442,3,4,2,4,4,4,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1251664,42,8,0,0,0,0,0,1,4,4,3,"No",0,0.79,0.71,0,"Yes","No","No","Yes","No","No" +1880713,2525,8,2080,0,0,0,62,403,906,1435,175,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1251361,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.06,0,"No","No","Yes","Yes","No","No" +1511462,60,8,0,0,0,0,0,0,1,1,0,"No",0,0.84,0.66,0,"No","No","No","Yes","No","No" +1725965,2141,2,87,8075,11875,18050,2050,4289,7794,11100,1120,"No",0,0.81,0.89,4,"No","No","No","Yes","No","No" +1245347,79,52,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1664173,11,8,0,0,0,0,2,3,5,9,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1648905,49,8,0,46,85,111,5,22,51,97,30,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1270268,6,10,0,0,0,0,0,3,4,7,4,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","No" +2047300,4,8,0,0,0,1,0,1,3,6,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3265552,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1383932,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.97,0,"No","No","No","No","No","No" +3274458,6,2,0,20,20,20,0,0,0,0,0,"No",0,1,0.2,0,"Yes","No","No","No","No","No" +2048764,92,8,8,0,28,56,8,30,62,95,39,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1667420,5,NA,0,0,52,78,4,23,42,62,1,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +2281880,50,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2875797,86,52,0,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +3133911,88,12,0,0,0,0,0,2,6,8,1,"No",0,-99,0.33,0,"No","No","No","Yes","No","No" +2021281,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1451578,170,52,0,0,0,0,1,1,5,9,13,"No",0,0.74,0.84,0,"Yes","No","No","No","No","No" +1165131,8,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1359850,55,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3081023,109,4,60,40,90,90,35,75,194,244,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2277966,587,8,12,206,736,1266,199,629,1200,1593,181,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +3220354,138,3,18,360,660,1005,114,198,240,241,87,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","No" +2090884,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1771189,20,8,0,0,0,0,0,22,24,31,19,"No",0,0.33,0.14,0,"Yes","No","No","Yes","No","No" +2211252,13,0,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +2817195,14,8,0,0,0,0,0,1,2,2,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2191279,61,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1886508,3,8,0,0,0,1,0,0,1,2,2,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1616105,2,8,0,3,5,8,1,3,6,7,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1409601,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.7,0.73,0,"Yes","No","Yes","Yes","No","Yes" +1143546,23,8,0,0,0,0,0,1,1,1,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1479548,620,2,0,0,0,0,0,11,69,188,28,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","No" +1359665,9,8,0,0,0,0,0,1,1,3,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2284925,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.59,0,"No","No","Yes","Yes","No","No" +1543615,4,8,7,3,3,3,0,5,18,19,4,"No",3,0.94,0.9,0,"No","No","No","Yes","No","No" +3177199,43,8,0,60,83,83,24,58,75,91,41,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1393374,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2955187,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"Yes","No","No","Yes","No","No" +2201838,453,8,37,197,394,788,67,254,577,838,91,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +2843100,10,NA,0,0,0,0,0,4,5,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1457309,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","Yes","Yes","No","Yes" +2138551,0,8,0,4,5,7,1,3,4,4,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1135675,299,4,426,827,1283,1667,291,635,1041,1768,240,"No",0,0.08,0.19,0,"No","No","No","Yes","No","No" +3050344,5,8,0,0,0,0,0,0,2,2,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1986548,1,12,0,3,5,7,1,3,4,5,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1128231,3,2,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","Yes" +1664372,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1239353,9,NA,0,0,0,0,2,7,14,22,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1296851,18375,2,0,0,0,0,18,51,155,238,47,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1198593,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1652567,9,12,0,0,0,0,1,2,7,9,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1243218,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1491892,1,15,0,3,3,3,0,3,4,11,11,"No",0,1,0.96,0,"No","No","No","No","No","Yes" +3059655,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1277647,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1660420,12,13,0,2,18,24,7,14,22,32,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1441236,8,4,0,0,0,0,5,7,10,10,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2021768,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2960500,25,4,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1421496,2,8,0,15,15,15,0,2,2,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1331449,72,12,0,68,297,394,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","No","Yes","No","Yes" +1878891,4,12,0,0,0,0,0,0,0,3,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3151260,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1760107,-25,3,0,72,120,186,63,68,72,74,7,"No",0,0.96,0.97,37,"No","No","No","Yes","No","Yes" +1657171,4,8,0,10,18,26,5,9,17,24,3,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1287061,0,2,0,12,21,27,0,0,0,0,0,"No",0,0.85,0.83,0,"Yes","No","Yes","Yes","No","No" +2229637,7,2,0,0,0,1,2,3,5,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2807124,32,4,0,0,0,0,11,15,15,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1234245,0,8,2,1,3,5,0,3,4,6,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1896892,0,2,0,11,20,20,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +2275575,5,8,1,2,2,2,0,3,9,13,8,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +1662976,159,8,83,572,1012,1474,236,555,928,1388,210,"No",0,0.63,0.63,5,"No","No","No","Yes","No","No" +2830126,71,8,30,0,0,11,16,35,83,120,3,"No",0,0.64,0.83,0,"No","No","No","Yes","No","No" +2161205,28,9,0,0,0,0,0,1,1,1,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1249460,9,2,0,0,0,0,0,0,1,1,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2855090,9488,8,4976,11664,19440,27216,2451,6964,12220,21495,2829,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3049470,38,2,0,10,35,65,4,36,55,65,0,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +3146917,13,NA,0,0,0,0,2,8,16,24,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +1489655,36,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1518491,60,8,0,0,0,0,0,0,4,13,1,"No",0,0.88,0.92,0,"Yes","No","No","No","No","No" +3191097,378,3,407,1176,2184,3192,667,1574,2875,4008,526,"No",0,0.75,0.66,192,"No","No","No","Yes","No","No" +1696045,815,12,113,554,1121,2066,286,842,1453,1895,227,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1653334,11,8,0,17,49,85,12,34,74,98,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +1922653,2,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1483692,215,12,20,77,127,222,48,254,506,862,54,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1296618,26,12,20,8,31,51,22,90,128,185,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1809273,4,8,0,7,15,23,5,10,16,22,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1545880,7,8,0,0,0,0,0,0,1,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1334562,89,2,11,160,270,390,55,269,465,689,22,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2819365,131,8,0,0,0,0,1,5,12,20,3,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +2909903,251,8,40,402,657,882,141,506,1092,1869,154,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2802274,2,2,2,4,8,13,1,4,9,14,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +3058983,-2,8,3,3024,3024,3024,47,164,359,581,32,"No",0,0.5,0.52,3,"Yes","No","Yes","No","No","Yes" +1426221,17,8,0,146,254,326,18,68,162,240,32,"No",16,0.05,0.12,1,"No","No","Yes","Yes","No","Yes" +1122992,7,8,0,0,8,12,4,6,9,19,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1145928,13,8,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1193944,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1876995,0,8,0,10,10,10,0,0,0,0,1,"No",10,0,0,0,"No","No","No","Yes","No","Yes" +3178171,742,12,2,0,0,800,45,271,830,1137,66,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3196898,115,2,142,100,200,300,52,180,180,180,41,"No",0,0.72,0.72,0,"Yes","No","No","Yes","No","No" +2031744,2,8,0,7,11,15,2,5,7,12,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1364575,17,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +2002014,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3040249,32,8,0,0,0,0,2,7,12,21,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1484301,6,3,0,0,0,0,0,0,0,0,1,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +2927762,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.64,0.64,0,"Yes","No","Yes","Yes","No","No" +1375549,7,8,0,0,6,15,3,6,13,17,3,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1468547,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"Yes","No","No","Yes","No","No" +1263433,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","Yes","Yes","No","Yes" +3011715,4,12,0,1,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1785923,1,2,0,5,5,5,0,0,0,0,0,"No",0,0,0.08,0,"Yes","No","No","Yes","No","No" +2215233,15,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.82,0,"No","No","Yes","Yes","No","No" +1452687,-9,NA,0,0,0,0,196,609,1284,1984,214,"No",0,-99,-99,40,"No","No","No","No","No","Yes" +2033678,6,8,0,0,1,4,0,0,6,8,0,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +2805965,25,2,0,1,1,1,1,8,12,12,3,"No",0,0.38,0.51,0,"Yes","No","No","Yes","No","No" +2117792,477,4,384,384,384,768,65,106,137,139,114,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +2908274,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +3045846,15,2,0,0,0,0,0,0,1,1,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +3146509,7,8,0,26,55,85,0,3,3,3,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1306881,1,8,0,5,8,11,2,5,9,11,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3090619,28,8,2,56,56,86,18,47,59,121,18,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2230760,50,2,0,0,0,0,0,2,2,2,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1358210,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1402578,540,8,148,25,175,375,40,106,475,884,307,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2875988,93,8,0,0,0,0,1,4,15,27,9,"No",0,0.9,0.92,0,"Yes","No","Yes","Yes","No","No" +1646999,818,2,0,0,0,0,8,24,59,98,13,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1174059,338,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3251713,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1512832,-1,2,26,112,112,224,0,0,0,0,2,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +1262052,-1,8,0,15,15,29,0,7,29,34,8,"No",0,0.4,0.64,1,"No","No","No","Yes","No","Yes" +1803965,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1827709,0,4,0,0,0,0,2,4,12,25,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2127854,1079,NA,1,0,0,0,67,145,267,550,44,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1464536,65,52,0,0,0,0,0,2,3,4,0,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +2991497,43,12,0,50,50,50,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2086730,184,12,0,0,0,0,3,4,10,15,0,"No",0,0.94,0.87,0,"Yes","No","No","Yes","No","No" +2000310,23,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1200059,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +2082078,5,12,0,0,2,5,1,1,4,8,5,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1784039,25,9,19,37,58,72,9,19,42,74,0,"No",7,0.86,0.84,0,"No","No","No","Yes","No","No" +1276925,4,8,0,4,10,13,2,4,8,16,0,"No",0,0.6,0.54,0,"No","No","No","Yes","No","No" +1215108,24,8,0,0,0,0,0,0,4,10,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1606027,227,8,0,0,0,522,19,40,115,177,31,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1640945,94,8,0,44,76,116,15,33,91,146,18,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1391829,660,8,0,0,0,0,23,77,225,319,9,"No",0,0.66,0.5,0,"No","No","No","Yes","No","No" +3078239,173,8,0,0,0,0,2,10,15,24,7,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1125670,10,12,5,8,8,8,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1611838,39,12,16,208,351,494,45,165,374,602,74,"No",0,0.22,0.26,0,"No","No","No","Yes","No","Yes" +1906386,0,2,0,5,5,5,0,0,0,1,1,"No",0,0.69,0.71,0,"Yes","No","Yes","Yes","No","Yes" +2031516,650,5,140,1028,1478,2198,193,543,1222,2002,398,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2845610,0,8,0,30,45,45,1,10,26,40,0,"No",0,0.29,0.29,0,"No","No","Yes","Yes","No","Yes" +3212701,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.86,0,"No","No","Yes","Yes","No","No" +2939590,56,2,22,0,20,59,3,21,84,115,16,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1282409,15,3,0,18,18,36,1,2,24,24,1,"No",0,0.42,0.46,0,"No","No","Yes","Yes","No","No" +1795310,0,2,0,53,53,53,4,4,4,4,0,"No",0,0,0.33,0,"Yes","No","No","Yes","No","Yes" +1547832,13,8,0,14,28,42,3,13,23,42,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1948486,58,17,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1175074,76,8,5,40,60,100,12,39,67,131,13,"No",0,0.48,0.53,0,"No","No","Yes","Yes","No","Yes" +1739650,2,9,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3064832,673,16,0,0,0,0,8,10,12,12,0,"No",0,0.15,0.29,0,"No","No","No","Yes","No","No" +1859934,4510,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1289565,206,8,25,114,286,458,78,202,400,639,134,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1694085,61,8,0,0,0,0,8,16,33,57,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +3148862,923,8,0,0,0,0,6,16,28,54,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1737022,70,8,0,147,239,273,50,110,188,317,42,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2271537,74,8,13,13,25,37,10,33,62,118,39,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1209246,83,2,1,0,0,0,8,16,27,46,3,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1450561,-1,12,0,101,153,223,21,73,130,181,17,"No",0,0.78,0.78,1,"No","No","No","Yes","No","Yes" +1559650,3,2,0,6,18,30,7,12,22,30,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1791359,2,8,0,10,10,20,4,5,13,16,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1948308,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1552323,-21,2,39,0,0,0,82,106,170,242,4,"No",0,0.98,0.99,21,"No","No","No","Yes","No","Yes" +2896521,156,8,51,48,96,288,45,130,315,609,27,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3092739,21,8,0,8,32,44,1,9,29,59,15,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1451780,2,9,0,0,0,0,0,0,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1746933,966,8,36,378,1274,2172,187,669,1962,2716,171,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1882732,41,8,1,9,27,39,4,31,49,71,5,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1128790,39,8,0,0,0,0,0,0,0,0,2,"No",0,0.28,0.57,0,"No","No","No","Yes","No","No" +3086049,46,2,5,68,128,199,20,75,149,226,35,"No",0,0.38,0.38,0,"No","No","No","Yes","No","No" +1488820,173,8,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +1601957,2,8,0,0,0,0,0,1,2,2,0,"No",0,0.87,0.84,0,"Yes","No","No","Yes","No","No" +1951306,0,8,0,0,0,0,0,0,0,0,12,"No",0,0.96,0.85,0,"No","No","Yes","No","No","No" +1283276,0,4,3,1,3,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +3054618,155,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1613800,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1601779,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1768068,15,8,1,0,0,0,1,15,17,27,6,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2314009,250,12,0,0,0,0,1,4,9,13,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1362150,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.26,0.53,0,"No","No","Yes","Yes","No","No" +1424419,26,2,0,3,15,27,13,48,68,90,2,"No",0,0.22,0.22,0,"Yes","No","No","Yes","No","Yes" +3223115,705,8,841,1949,3983,6018,744,2413,4185,5998,530,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3101073,0,2,0,9,14,15,0,0,0,0,1,"No",9,0.92,0.95,0,"No","No","No","Yes","No","No" +2254389,297,2,0,0,0,0,0,0,7,7,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1369493,19,8,0,0,0,0,0,1,2,4,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1339373,1,8,0,50,77,107,4,17,45,51,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +3221296,64,2,0,20,100,172,6,40,108,108,0,"No",0,0.66,0.64,0,"No","No","Yes","Yes","No","No" +1172945,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +3145518,19,8,0,0,4,8,2,6,15,34,1,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +2049062,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1855203,0,2,0,56,96,106,0,0,0,0,6,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","No" +3227724,41,NA,0,0,0,0,1,5,10,19,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1893503,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1970802,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1423179,4111,2,0,2000,2000,2000,348,1029,1953,3419,354,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2271700,65,8,30,60,120,210,17,71,121,168,30,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3274554,560,8,31,0,458,458,81,254,669,1051,136,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1719675,-51,16,0,1174,1220,1220,21,339,456,565,80,"No",0,0.91,0.93,51,"No","No","No","Yes","No","Yes" +2239033,200,4,108,112,260,371,34,150,282,416,35,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1463532,166,2,0,0,0,0,10,27,49,57,4,"No",0,0.97,0.99,0,"Yes","No","No","Yes","No","No" +1521231,2,8,0,0,1,1,0,1,2,2,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2962714,19,9,0,0,0,0,0,4,7,15,1,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1812008,32,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1762665,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1559967,6,8,0,3,9,14,2,5,10,15,0,"No",0,0.62,0.6,0,"No","No","No","Yes","No","No" +3181845,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1294376,71,0,1,14,28,49,7,23,49,73,11,"No",0,0,0,0,"No","No","No","No","No","No" +1532575,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1282952,11,2,0,24,48,72,3,17,34,51,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3047351,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.19,0,"No","No","No","Yes","No","No" +2893054,50,8,0,24,24,24,4,39,82,139,11,"No",0,0.75,0.67,0,"No","No","No","Yes","No","No" +2027194,12,0,0,0,0,0,0,1,3,7,1,"No",0,0,0,0,"No","No","No","No","No","No" +3175800,2,8,0,77,152,228,14,53,79,93,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1307001,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1301483,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2088666,405,8,336,1578,2418,3258,591,1481,2683,4146,95,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2840111,7,12,0,8,8,8,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1242956,96,8,3,86,178,258,38,108,194,298,24,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2130671,7,2,0,0,5,5,0,0,5,11,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2006727,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1207065,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2881770,74,8,20,12,36,60,30,59,87,115,23,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +2973696,1305,8,765,209,209,324,337,817,1842,3122,112,"No",0,0,0,0,"No","No","No","Yes","No","No" +3258070,118,2,70,291,620,970,108,283,439,554,14,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1173066,166,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1369674,0,8,0,32,32,32,0,0,0,0,1,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +1852430,6,8,0,9,9,15,2,9,13,22,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1850440,65,8,0,0,0,0,4,16,36,57,0,"No",0,0.75,0.84,0,"No","No","No","Yes","No","No" +1274189,12,12,0,0,0,24,3,8,15,23,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1290655,34,8,21,87,166,226,29,108,208,327,82,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +1651230,128,12,0,0,0,0,1,11,15,20,17,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +2122009,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1690604,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2302213,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1958644,6,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2932193,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2138388,10,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2995134,0,8,0,8,14,20,3,5,8,14,2,"No",0,0.58,0.75,0,"No","No","No","Yes","No","No" +3151801,16,8,0,0,0,0,2,2,2,3,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +2971299,248,9,0,0,0,0,0,0,6,6,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +2819440,90,8,0,0,0,10,5,14,48,71,21,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1350959,24,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.85,0,"Yes","No","No","Yes","No","No" +1364055,209,8,47,185,425,585,103,237,460,658,69,"No",0,0.53,0.43,0,"No","No","No","Yes","No","No" +3274921,113,8,0,200,200,200,6,32,77,132,10,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +2237183,19149,8,0,0,0,0,0,1,1,1,2,"No",0,0,0.33,0,"No","No","Yes","Yes","No","No" +1998641,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +2247431,133,2,120,195,312,429,117,249,430,677,106,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2025956,170,8,1,120,238,238,22,79,161,408,47,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1680984,-18,2,0,210,315,455,51,157,298,403,7,"No",0,0.44,0.44,19,"No","No","Yes","Yes","No","Yes" +2200786,712,2,0,0,0,0,2,3,32,35,3,"No",0,0.67,0.68,0,"No","No","No","Yes","No","No" +1850030,17,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1391966,2,8,0,0,1,2,0,1,3,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3014130,11,8,18,1100,1650,2200,183,576,1214,1920,198,"No",0,0.21,0.32,9,"No","No","No","Yes","No","Yes" +3168090,5,8,0,0,10,10,2,3,4,6,1,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +2013979,5,8,0,5,10,20,0,5,8,17,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2270291,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2077412,710,8,210,1000,2080,3200,304,1048,2076,3145,312,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1698681,0,4,0,7,7,7,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3138135,96,8,92,96,258,393,34,146,296,405,49,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1759574,9,2,0,7,13,13,5,8,8,8,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1410280,11,8,0,12,36,48,6,18,46,73,10,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +1994381,3,8,1,6,11,15,3,5,10,18,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +2059759,199,8,0,0,0,0,4,18,44,80,17,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2012548,0,8,0,6,6,6,0,0,0,0,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1352457,17,8,0,0,0,0,0,5,9,12,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1389612,8,9,0,7,14,21,3,8,25,38,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1496256,11,2,0,25,25,25,7,9,10,17,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3170393,18,4,0,0,8,16,1,1,1,1,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1920190,56,8,0,76,194,304,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2892821,2,8,0,26,26,26,0,0,1,1,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1182946,159,8,0,0,0,0,5,10,26,37,15,"No",0,0.28,0.57,0,"No","No","No","Yes","No","No" +3257022,46,NA,3,0,0,0,3,11,45,92,16,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1453307,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","No" +1231232,2339,4,58,0,4150,4150,299,932,1923,2943,255,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1353413,109,8,0,0,0,0,4,6,10,19,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2844407,3,2,0,0,0,0,10,21,33,41,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1721824,410,4,0,0,0,0,2,14,28,53,5,"No",0,0.7,0.64,0,"Yes","No","No","Yes","No","No" +1416212,4,9,0,0,0,0,1,2,2,3,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1511063,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"Yes","No","Yes","Yes","No","No" +3137405,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"Yes","No","No","Yes","No","No" +1253848,75,8,0,0,0,0,3,16,47,88,16,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1935322,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2169971,55,8,0,0,6,24,4,11,48,68,4,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1256177,32,9,0,0,0,0,0,0,2,2,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1821868,132,8,6,90,180,270,37,129,227,342,32,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1474282,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1902221,51,2,0,120,246,386,22,67,101,115,0,"No",14,0.37,0.57,0,"Yes","No","No","Yes","No","No" +1754614,0,8,0,11,11,15,3,5,9,14,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1772257,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1511866,20,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3257732,17,8,0,0,0,0,2,6,15,20,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1169447,0,8,0,49,49,49,0,0,0,0,0,"No",0,0.71,0.78,0,"No","No","No","Yes","No","No" +1745446,5,11,0,30,46,62,10,23,33,45,3,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1901145,121,NA,0,0,0,0,0,3,9,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3133521,12,8,0,0,0,0,0,0,2,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3127916,4,8,17,17,34,51,8,23,53,73,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1481901,3,8,0,2,4,6,1,4,4,6,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","Yes" +1125899,5,8,0,0,0,0,2,2,2,5,0,"No",0,0.42,0.4,0,"No","No","Yes","Yes","No","No" +1445707,0,8,0,24,56,72,12,27,52,67,9,"No",0,0.51,0.45,0,"No","No","No","Yes","No","Yes" +3174561,3,52,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +3082342,16,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1121108,0,6,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2136176,62,8,0,0,0,0,3,10,18,23,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3284776,5,8,0,50,50,50,9,22,38,61,3,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1172540,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.62,0,"Yes","No","No","Yes","No","No" +1569597,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1806670,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.17,0.17,0,"Yes","No","No","No","No","Yes" +1524606,233,2,3,0,0,0,8,27,58,86,27,"No",0,0.93,0.89,0,"Yes","No","No","No","No","No" +1536950,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1629505,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3246149,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1330562,1,4,4,0,0,0,0,0,0,0,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1725262,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +1241334,331,8,0,0,0,0,6,862,903,1114,9,"No",0,0.92,0.91,0,"No","No","Yes","Yes","No","No" +3022749,158,8,5,0,0,0,30,71,110,212,20,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2122135,442,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2871333,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2030258,9,2,0,21,39,60,17,44,59,77,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +3147192,6,12,0,0,0,0,0,0,0,3,0,"No",0,0.07,0.19,0,"No","No","No","Yes","No","No" +2087155,27,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1711543,19,3,0,0,0,0,2,2,2,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3065463,14,8,0,0,0,5,2,3,8,16,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1886089,410,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1520200,5,NA,0,0,0,0,0,0,1,2,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2963733,94,4,779,293,549,729,161,576,930,1278,120,"No",0,0.73,0.78,20,"No","No","No","Yes","No","No" +1683143,0,8,0,26,39,65,4,13,26,44,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1692054,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1537730,4,8,0,20,28,40,8,15,23,28,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1463978,0,16,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.35,0,"No","No","No","Yes","No","No" +1371356,6393,2,2982,6343,10465,13671,1866,5487,10825,17657,1510,"No",653,0.79,0.83,0,"No","No","No","Yes","No","No" +1213683,0,NA,0,27,45,63,7,22,34,55,0,"No",4,-99,-99,0,"No","No","Yes","Yes","No","Yes" +3224278,32,4,0,0,0,0,1,4,11,25,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3109540,4221,4,19,0,4550,4550,535,1573,3534,5075,425,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3167489,1,16,0,1,1,1,0,1,1,1,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2215690,37,2,0,24,72,120,19,47,83,109,6,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1553305,2,12,0,2,2,3,0,4,9,10,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1813398,3,12,0,0,0,1,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2886692,36,12,0,0,0,0,5,6,13,13,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2162947,21,12,0,15,15,15,602,1427,2568,3106,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1537737,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3003135,2,2,0,6,10,14,4,9,13,19,0,"No",0,0.9,0.85,0,"No","No","Yes","Yes","No","Yes" +2117203,77,2,0,0,0,0,1,2,2,2,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1839488,93,NA,0,0,0,0,16,55,90,126,26,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2941209,33,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2092953,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1911067,109,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1235835,1,9,0,3,5,7,2,4,6,8,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2242680,657,8,24,0,0,0,15,50,120,175,23,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1393902,11,2,0,20,40,60,6,18,47,67,11,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1469602,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1596773,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2220092,44,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1776092,35,12,0,19,38,57,7,21,36,45,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2916988,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1140076,8,8,4,272,412,556,43,146,297,461,58,"No",0,0.45,0.69,3,"No","No","No","Yes","No","Yes" +1989415,4,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1191263,179,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1972890,57,8,1,896,1432,1976,111,362,556,714,159,"No",0,0.09,0.09,0,"Yes","No","Yes","Yes","No","Yes" +2244074,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1290624,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1262809,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2031444,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.86,0,"Yes","No","No","Yes","No","No" +3151527,94,8,0,0,0,0,7,9,14,17,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1305136,524,8,0,0,1248,1248,63,250,528,842,81,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1960973,0,2,0,4,24,24,0,0,0,0,0,"No",0,0.83,0.7,0,"Yes","No","Yes","Yes","No","No" +1852017,3,4,0,0,0,0,1,1,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1774862,30,4,0,0,0,0,3,6,14,24,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1242674,100,8,0,500,500,500,55,99,189,334,21,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1798817,66,9,0,24,48,48,7,26,41,95,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2230766,5,9,3,3,12,21,1,5,13,14,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2911547,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1947678,5,2,0,0,0,0,0,1,4,4,1,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","No" +1118223,27,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1455975,6,8,0,24,24,36,7,17,33,51,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1764848,23,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2869618,869,2,0,0,0,0,0,1,1,3,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2082968,554,8,157,1100,2200,3100,340,1346,2524,3902,367,"No",0,0.95,0.97,1,"No","No","No","Yes","No","No" +3245693,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1321859,15,8,0,24,40,58,6,18,42,58,3,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2130327,315,8,0,0,0,0,1,2,7,8,1,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1575320,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1597267,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2241717,174,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2139318,44,8,0,0,0,0,0,1,1,8,0,"No",0,0.27,0.34,0,"Yes","No","No","Yes","No","No" +2806010,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3070167,275,2,120,300,700,1100,151,462,709,948,126,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1809576,5,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1769353,93,8,0,0,0,0,2,17,40,68,11,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1613924,268,3,56,188,470,752,90,318,612,854,91,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1624505,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3106106,115,8,5,104,151,151,24,74,115,156,109,"No",0,0.5,0.49,0,"No","No","No","Yes","No","No" +2865219,742,9,0,0,0,0,6,50,114,140,38,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +3017150,-1,4,2,7,13,17,4,9,18,21,0,"No",1,0.54,0.48,1,"No","No","No","Yes","No","Yes" +1501653,0,2,0,16,16,16,0,0,0,0,0,"No",6,0.65,0.67,0,"Yes","No","Yes","Yes","No","No" +3098728,10,9,9,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1318128,10,8,0,24,48,60,8,15,35,53,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","Yes" +2168050,0,8,0,10,20,20,1,6,10,15,1,"No",0,0.45,0.41,0,"Yes","No","No","No","No","Yes" +3066567,25,8,0,0,0,0,5,15,27,35,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1295924,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1716720,1,8,0,18,28,37,3,9,18,29,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1884018,12,2,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +1905500,23,8,0,6,47,73,4,24,38,65,10,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2047282,115,8,0,0,0,252,8,39,88,148,23,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1317498,355,8,266,868,1804,2668,404,1169,2320,3424,235,"No",0,0.92,0.76,20,"No","No","No","Yes","No","No" +1336984,8,2,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +1985994,19,8,0,0,0,2,1,3,5,7,1,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +1527599,2,2,20,0,0,0,6,7,7,7,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1235704,0,2,6,10,10,10,0,0,0,0,1,"No",0,0.09,0.28,0,"Yes","No","No","Yes","No","Yes" +2151156,170,8,0,0,0,0,4,10,40,59,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2255916,1,NA,0,0,0,0,0,3,3,3,11,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1417541,26,8,0,0,7,14,1,5,14,32,5,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1680969,2,8,0,3,5,7,1,3,5,8,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2314019,248,9,0,0,0,0,35,104,207,294,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1418942,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","Yes","Yes","No","No" +1386823,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1641672,775,8,0,0,0,0,0,25,50,78,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +1669364,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1595652,-2,8,0,8,8,8,0,1,5,10,2,"No",0,0.26,0.34,2,"No","No","No","Yes","No","Yes" +1559031,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1845630,1485,8,0,0,0,0,13,67,113,156,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +1139823,0,8,0,30,30,60,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1484194,2,2,0,2,3,3,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1658144,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1638938,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1251679,13,8,0,122,225,313,39,112,158,232,25,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1796948,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1361907,8,12,4,13,28,43,4,15,28,40,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2168696,15,8,0,0,0,0,0,4,10,17,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1331161,20,8,0,0,0,0,2,7,24,27,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +2058099,-1,9,0,20,29,41,9,16,18,20,3,"No",0,0.68,0.66,1,"No","No","No","Yes","No","Yes" +1119328,6646,8,0,0,0,0,0,0,0,0,685,"No",0,0.47,0.66,0,"No","No","No","Yes","No","No" +1754708,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1684963,30,12,0,0,19,41,3,11,25,36,10,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +1682471,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1656090,0,8,5,5,5,10,0,4,8,9,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2908069,55,2,0,0,0,0,0,3,5,5,0,"No",0,0.95,0.91,0,"Yes","No","No","Yes","No","No" +2900048,50,2,0,0,0,0,0,3,8,11,0,"No",0,0.46,0.25,0,"No","No","No","Yes","No","No" +3222557,48,4,0,0,0,12,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1785838,87,8,0,0,0,0,2,4,7,9,1,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +1948087,12,8,0,44,44,44,20,63,103,130,18,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +2272212,269,2,8,197,394,591,54,217,401,561,62,"No",0,1,0.71,0,"No","No","No","Yes","No","No" +1973444,1074,2,31,350,1175,1950,191,675,1449,2011,245,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2963404,4397,NA,0,0,0,0,0,0,0,12,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1226738,-1,NA,0,3,3,3,0,0,4,6,0,"No",0,-99,-99,1,"Yes","No","No","Yes","No","Yes" +1767913,12,8,0,1,13,19,5,9,16,29,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2862146,3,8,0,1,3,5,0,2,2,4,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2977663,3,2,0,17,24,38,1,7,14,15,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2000937,145,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.82,0,"No","No","No","Yes","No","No" +1967643,129,8,0,48,224,336,15,87,253,389,6,"No",0,0.92,0.96,0,"No","No","Yes","Yes","No","No" +3218952,89,8,27,54,144,216,34,81,163,263,33,"No",0,0.99,0.99,3,"No","No","No","Yes","No","No" +1273409,4,2,0,7,14,21,5,7,18,31,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","Yes" +1674057,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1195540,15,8,0,0,0,12,4,15,25,41,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +3243639,101,8,103,100,100,200,19,78,147,243,26,"No",0,0.8,0.63,0,"No","No","No","Yes","No","No" +1496999,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1681601,185,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1536733,21,2,0,0,0,0,5,10,15,25,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","Yes" +2939646,51,6,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1919080,271,2,0,0,0,0,0,1,1,1,1,"No",0,0.93,0.94,0,"Yes","No","No","Yes","No","No" +1450977,18,8,15,5,20,35,3,13,23,33,3,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1869584,-26,8,17,418,697,979,110,323,595,854,87,"No",14,0.69,0.69,37,"No","No","No","Yes","No","Yes" +1855066,15,2,0,36,54,90,7,23,58,76,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2002150,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","No" +3264002,184,8,0,100,100,100,4,13,27,40,20,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1501849,5,9,0,4,7,9,2,5,5,9,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +2139161,1054,8,0,0,0,0,5,22,47,91,17,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1604139,204,8,5,210,210,420,50,145,254,363,75,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1213649,2,9,0,0,0,0,0,0,0,0,2,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1901255,33,NA,0,0,0,0,2,11,19,23,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1499094,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1540757,10,2,0,25,32,32,7,19,23,25,3,"No",8,0.65,0.67,0,"Yes","No","No","Yes","No","No" +2976475,4100,8,296,789,789,789,168,405,774,1536,148,"No",0,0,0,0,"No","No","No","Yes","No","No" +2247114,1,9,0,5,6,6,4,4,5,6,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1194649,0,16,0,8,13,13,3,6,9,16,0,"No",0,0.44,0.46,0,"No","No","No","Yes","No","Yes" +2897658,51,8,0,15,33,51,5,18,50,75,19,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3186230,39,8,0,85,180,275,13,68,149,238,0,"No",0,0.75,0.54,0,"No","No","No","Yes","No","No" +3076479,236,8,32,168,420,672,70,244,483,807,61,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3264861,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2974215,52,NA,0,0,0,0,2,6,13,15,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1124967,55,2,0,0,0,0,2,3,4,6,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +3111999,22,8,0,0,0,0,0,0,0,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1434700,9,2,0,0,0,0,2,3,3,4,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2208217,0,8,0,320,544,784,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1629809,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1993736,27,2,0,501,923,1399,89,224,262,310,44,"No",23,0.69,0.69,2,"No","No","No","Yes","No","Yes" +2305223,2548,2,1826,2880,5760,7632,842,2735,5392,7935,733,"No",0,1,1,0,"No","No","No","Yes","No","No" +3235286,0,2,1,2,2,2,3,6,10,10,0,"No",0,0.58,0.38,0,"Yes","No","No","Yes","No","No" +1642735,26,4,0,0,0,0,1,4,5,5,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3251236,14,12,0,14,29,44,6,12,19,31,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2307455,23,2,0,0,0,0,2,5,7,9,0,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +1340854,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1485539,2,8,0,4,7,11,0,3,6,9,5,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1700035,-7,12,0,10,10,11,21,21,23,24,0,"No",0,0.78,0.78,7,"No","No","Yes","Yes","No","Yes" +3174234,75,9,58,142,142,142,0,16,93,94,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +2114497,314,8,0,0,0,0,24,94,127,597,9,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1426840,969,12,40,1200,1200,2400,189,537,1219,2175,197,"No",0,0.66,0.73,0,"No","No","Yes","Yes","No","No" +1855669,62,4,0,0,0,0,0,10,15,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2115140,11,8,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1823622,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1802102,2,8,0,118,172,235,21,69,130,186,44,"No",9,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2138175,166,2,0,0,81,162,18,85,158,158,8,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +2307760,466,9,0,0,0,0,1,3,5,5,0,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +1702869,46,2,5,36,68,72,27,97,120,120,29,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +1166575,9,2,0,0,0,0,1,1,2,2,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2234580,17,2,0,0,0,0,5,5,8,8,0,"No",0,0.21,0.36,0,"Yes","No","Yes","Yes","No","No" +1757823,92,9,0,0,0,0,0,8,17,26,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1561823,18,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2863784,30,8,4,38,44,56,8,29,61,89,3,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2258465,52,8,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1871676,2470,12,24,0,0,0,60,158,297,475,48,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1494206,65,9,0,0,0,0,0,0,0,5,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +2932639,2,12,0,2,4,6,1,2,6,7,0,"No",0,0.7,0.76,0,"No","No","Yes","Yes","No","No" +1435198,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.93,0,"Yes","No","Yes","Yes","No","No" +1388905,15,2,1,0,8,16,0,1,1,1,1,"No",0,0.87,0.81,0,"Yes","No","No","Yes","No","No" +1461225,14,8,0,0,0,0,0,2,7,10,0,"No",0,0.81,0.67,0,"No","No","No","Yes","No","No" +1353367,241,8,2,580,1036,1644,206,616,1253,1867,112,"No",5,0.96,0.96,0,"No","No","No","Yes","No","No" +1723644,14,2,0,0,0,0,1,2,6,7,1,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1983155,5,2,0,0,0,0,2,2,3,3,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","No" +1614259,200,12,0,0,0,0,9,16,30,36,20,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1866509,156,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2913499,0,2,0,13,21,23,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3023515,266,8,0,0,0,0,1,8,9,9,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3032674,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1560348,155,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1191071,-1,3,4,10,16,24,6,14,20,30,2,"No",0,0.89,0.9,3,"No","No","No","Yes","No","Yes" +1679371,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1813838,12,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1754847,0,9,0,6,6,6,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1920331,3315,8,180,170,170,170,137,544,1187,1685,175,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1627915,102,12,0,0,0,0,0,1,1,2,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2183594,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2085499,446,8,1,0,0,0,11,26,71,120,20,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2095074,18,8,1,10,22,34,4,9,23,26,9,"No",1,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1185736,0,2,0,35,35,35,0,0,0,0,2,"No",0,0.55,0.55,0,"Yes","No","No","Yes","No","No" +1941269,16,8,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1715220,8,8,0,0,0,1,2,3,3,3,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1772313,55,8,10,42,64,97,11,27,39,71,0,"No",0,0.77,0.77,0,"No","No","No","Yes","No","No" +1649737,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2910645,434,NA,63,0,0,0,132,379,883,1302,142,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3174167,0,2,0,7,7,7,0,0,0,0,0,"No",7,0.83,0.91,0,"Yes","No","Yes","Yes","No","No" +3248465,3,8,0,1,2,4,0,1,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2859988,7,9,0,4,8,12,2,4,5,9,1,"No",0,0.54,0.48,0,"No","No","Yes","Yes","No","No" +3103137,479,8,3,192,384,512,95,315,650,1013,220,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1317000,180,8,74,182,458,771,106,328,666,973,70,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1361161,86,8,0,216,216,216,10,36,81,127,22,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2017717,10,8,0,17,23,29,1,5,14,19,0,"No",2,0.51,0.53,0,"No","No","No","Yes","No","No" +1401884,1,9,0,0,0,1,1,1,2,2,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1362646,6,9,0,0,0,0,1,3,8,8,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1597497,111,8,33,187,389,634,13,92,166,220,59,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2303337,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.36,0.52,0,"No","No","Yes","Yes","No","No" +1286086,18,8,0,220,314,427,40,154,208,209,52,"No",0,0.37,0.42,1,"No","No","No","Yes","No","Yes" +1121139,2,8,0,0,0,1,0,0,1,1,1,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +2820576,99,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2208504,7,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2918188,6,2,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +1862200,5,8,0,36,54,72,4,18,35,65,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1778161,10,8,4,12,23,23,8,14,26,39,1,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +3284405,3,9,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1350609,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1296266,60,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1276683,-9,8,0,123,123,132,2,6,68,134,0,"No",3,0.84,0.91,9,"No","No","No","Yes","No","Yes" +1689403,11,NA,0,71,102,133,10,36,82,125,26,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2910221,8,2,0,0,4,8,4,5,7,10,0,"No",0,0.75,0.75,0,"No","No","No","Yes","No","No" +1421643,-1,8,0,170,317,528,40,187,384,519,39,"No",48,0.09,0.17,1,"No","No","No","Yes","No","Yes" +1662892,212,8,545,0,0,0,70,228,351,484,78,"No",0,0.77,0.77,0,"No","No","No","Yes","No","No" +1911982,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +3168041,817,NA,509,0,0,0,581,1934,3810,5814,698,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3126712,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +1509502,231,NA,0,0,0,0,0,0,3,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3266686,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1870340,8,13,0,9,9,9,2,4,11,15,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1237205,7,8,0,0,3,3,3,5,7,10,4,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2037781,40,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3156170,5,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1944491,581,8,0,240,1200,2160,106,523,1953,2469,134,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1856602,0,2,0,0,0,0,7,298,898,1353,8,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +2028631,44,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +1867371,752,2,60,800,1850,2800,299,1102,1926,2704,279,"No",150,1,0.99,0,"No","No","No","Yes","No","No" +2844813,477,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1496768,644,15,0,0,0,0,46,170,345,546,41,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1677549,28,2,17,183,339,495,29,109,218,319,22,"No",12,0.68,0.64,0,"No","No","Yes","Yes","No","Yes" +3118807,10,12,0,5,5,5,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2052862,1,8,0,0,0,0,0,0,0,1,2,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1762054,1185,8,53,0,0,0,79,234,468,753,85,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2206980,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3151548,8,4,0,0,1,2,2,4,8,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2093131,0,12,0,5,7,10,3,5,8,11,1,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +1961953,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1826557,13,8,7,8,14,23,4,10,25,41,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3229287,832,8,0,0,0,0,0,0,0,2,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2191814,9,2,0,30,54,78,8,29,47,78,7,"No",0,0.63,0.7,0,"No","No","No","Yes","No","No" +2177268,154,8,0,0,48,96,12,71,143,231,52,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1847012,73,8,67,178,298,452,41,132,244,368,30,"No",3,0.46,0.45,0,"No","No","No","Yes","No","No" +2926315,7,2,0,2,8,12,1,6,13,17,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1242938,38,2,0,0,24,64,4,22,38,46,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1792644,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2920179,12,9,0,0,0,0,1,3,5,11,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1380091,0,8,0,2,4,5,2,2,4,6,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1298077,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2146540,8,4,0,0,0,0,1,2,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1764707,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1785442,39,12,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.71,0,"Yes","No","No","No","No","No" +1783639,11,8,0,100,100,100,2,11,19,24,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1887982,6,8,0,0,0,0,0,1,1,2,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2897514,123,52,0,0,0,0,0,2,9,10,3,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1490225,0,2,0,232,396,538,0,0,0,0,20,"No",0,0.62,0.68,0,"No","No","No","Yes","No","Yes" +3184340,283,4,0,0,0,0,3,8,27,31,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2121635,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1360089,3019,2,0,0,0,0,3,10,20,27,2,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1467293,29,2,0,0,0,0,3,11,20,24,0,"No",0,0.48,0.32,0,"No","No","No","Yes","No","No" +1221374,103,8,0,0,0,8,11,40,112,153,79,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2062910,12,17,0,0,30,30,10,18,26,39,9,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1777461,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1121589,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.8,0,"No","No","No","Yes","No","No" +2953338,20,9,0,0,0,0,0,1,7,8,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1856925,9,0,1,50,75,100,17,46,77,112,2,"No",0,0,0,0,"No","No","No","No","No","Yes" +3226068,49,2,50,5,5,5,1,1,1,1,0,"No",0,0.81,0.91,0,"Yes","No","No","Yes","No","No" 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+1643960,20,8,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2994059,83,8,0,0,0,0,0,2,7,9,1,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +1442073,28,2,0,0,0,0,2,7,17,30,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +3211813,1,8,0,25,25,25,0,2,2,2,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3278690,34,8,0,0,0,0,0,1,5,8,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2849224,8,3,0,0,0,0,1,2,4,4,1,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +1410254,216,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2830147,98,8,0,0,0,0,6,17,27,31,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1936346,1,15,0,0,0,0,0,2,4,5,1,"No",0,0.93,0.92,0,"Yes","No","No","No","No","No" +1152725,51,8,0,0,0,0,0,1,13,20,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1635275,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","Yes" +3270175,33,8,0,0,0,0,2,2,10,19,1,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +1858577,1,6,0,4,6,8,2,4,8,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1357644,171,8,0,0,0,0,1,4,10,15,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3214756,90,52,0,0,0,0,8,20,39,52,4,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3042189,6,8,0,0,0,0,0,0,0,2,0,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +2146114,239,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1400283,20,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3138154,0,8,0,0,0,0,0,3,3,4,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1659853,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2076510,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3179887,1756,8,0,0,0,0,339,1183,2251,2253,87,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1916844,796,8,0,0,0,0,0,1,6,14,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3004880,57,2,0,0,0,0,1,8,17,26,5,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" 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+1788916,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1514577,9,2,0,18,36,36,8,13,17,25,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2132302,51,8,0,0,0,0,0,3,5,5,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1350511,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3144663,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2974503,47445,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.63,0,"No","No","No","Yes","No","No" +2224207,107,12,0,16,60,60,42,91,145,160,17,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2877342,5,2,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1135368,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3167623,42,8,0,0,0,0,4,13,24,51,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3194967,256,2,0,0,0,0,7,17,74,74,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1495386,97,8,15,10,80,150,28,68,129,183,15,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2881340,192,8,85,249,524,821,125,341,675,1001,122,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2849918,44,9,0,0,0,0,0,0,1,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1289799,2,2,0,1,3,4,1,3,6,8,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +2145724,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","Yes","Yes","No","No" +1848730,33,0,0,0,8,24,4,19,39,52,6,"No",0,0,0,0,"No","No","Yes","No","No","No" +1130219,3,52,0,14,21,35,3,14,29,42,4,"No",0,0.79,0.76,0,"No","No","No","Yes","No","No" +1404684,31,12,0,0,0,15,6,16,25,41,1,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1380971,570,2,0,0,0,0,5,11,20,34,5,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1445956,30,8,0,0,0,0,0,0,1,2,1,"No",0,0.84,0.89,0,"No","No","Yes","Yes","No","No" +1586619,9,2,0,14,14,14,1,1,1,1,0,"No",0,0.63,0.79,0,"Yes","No","No","Yes","No","No" +2214501,7,4,0,0,1,2,0,0,11,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1632279,45,8,0,0,0,0,3,9,23,37,2,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1630261,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.99,0,"No","No","No","No","No","No" +2190477,10,12,0,0,0,0,0,1,4,5,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1434391,366,8,160,440,440,440,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1559357,0,8,0,9,13,17,1,5,12,13,1,"No",0,0.28,0.28,0,"No","No","No","Yes","No","No" +3194283,12,8,0,0,0,0,0,0,0,1,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1764969,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3277805,6,8,0,0,0,0,0,0,1,4,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1569043,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2239854,45,52,0,0,0,0,1,3,4,8,0,"No",0,0.63,0.75,0,"Yes","No","No","Yes","No","No" +1360509,3,8,0,1,4,6,4,5,6,8,4,"No",0,0.67,0.62,0,"No","No","No","Yes","No","Yes" +2268088,48,4,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1595041,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1358127,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2184895,11,12,3,18,35,51,4,18,30,48,13,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +2889505,8,8,3,24,33,36,5,9,22,42,10,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1486831,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2937372,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2940873,57,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +2315125,156,8,0,0,0,0,2,12,27,43,0,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +2088287,19,8,111,140,140,140,3,14,29,46,0,"No",140,0.91,0.94,0,"No","No","No","Yes","No","No" +1365800,69,3,30,48,120,168,17,72,129,194,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1420983,0,8,0,2,3,5,0,1,3,3,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +1937722,9,2,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +2920922,77,8,0,0,0,0,1,8,14,22,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1732324,9,9,0,0,0,0,0,0,2,3,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2888035,3,2,0,0,0,0,1,1,1,1,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1723963,20,13,0,12,36,48,25,48,86,112,5,"No",0,0.61,0.73,0,"No","No","No","Yes","No","Yes" +1462948,30,2,0,0,0,0,0,3,10,17,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2853082,6,2,0,294,294,314,2,170,172,172,3,"No",0,0.12,0.06,0,"No","No","No","Yes","No","No" +3063223,7,12,0,0,0,1,0,1,7,7,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1715022,64,2,4,60,105,135,25,65,123,186,20,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","No" +1342788,10,8,0,10,10,18,1,10,19,25,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2827143,224,52,0,0,0,0,1,2,4,6,2,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +1249535,23,2,0,14,42,70,6,20,34,56,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1644779,-1,8,0,47,63,87,17,41,61,96,11,"No",0,0.73,0.73,1,"No","No","No","Yes","No","Yes" +3208125,4,2,0,1,1,1,2,6,6,6,0,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +1982120,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3198493,78,2,0,0,0,0,1,17,24,43,3,"No",0,0.94,0.92,1,"No","No","No","Yes","No","No" +1625839,0,2,0,11,11,11,0,0,2,2,1,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1987667,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3189985,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +1460218,140,8,10,136,246,366,32,145,296,471,43,"No",60,0.82,0.8,0,"No","No","No","Yes","No","No" +1324624,0,8,0,0,0,0,0,432,864,1188,0,"No",0,0.84,0.62,0,"No","No","Yes","Yes","No","No" +1304361,1,12,0,2,3,4,3,3,5,7,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +3122913,891,2,256,2668,5128,7828,1019,3001,5841,8688,315,"No",0,0.99,0.99,10,"No","No","No","Yes","No","No" +1963547,34,8,0,0,0,0,0,1,1,1,1,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2852700,30,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1971638,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1979012,1,2,0,10,15,20,5,8,15,18,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +2902544,218,8,0,0,0,0,10,35,57,83,16,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +2077793,2,12,0,5,7,9,0,3,5,8,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +1935387,0,8,450,150,150,150,0,0,0,0,28,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +3180159,366,2,0,0,0,0,3,7,11,15,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2849517,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3259061,630,8,0,0,0,0,16,40,178,299,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1566544,0,9,0,27,27,37,6,10,11,14,9,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1188342,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1478915,1,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1580357,80,2,0,0,0,0,4,18,27,31,1,"No",0,0.75,0.41,0,"Yes","No","No","Yes","No","No" +1196072,68,2,0,24,84,132,24,84,116,165,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","Yes" +2116287,15,8,0,110,180,250,22,47,100,146,9,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +2049438,4,4,0,4,4,4,1,1,1,1,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1117382,4,12,0,0,0,0,0,2,5,8,3,"No",0,0.77,0.68,0,"Yes","No","No","Yes","No","No" +1118689,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +1603531,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1950083,709,8,0,0,0,0,13,31,62,111,8,"No",0,0.69,0.56,0,"No","No","No","Yes","No","No" +1514186,11,10,0,55,60,100,22,81,145,159,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3016734,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3137199,10,2,0,0,14,14,0,2,4,5,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2895520,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1373235,-30,2,92,522,879,1283,324,615,1004,1300,114,"No",109,0.29,0.34,39,"No","No","Yes","Yes","No","Yes" +1569073,4,8,0,0,0,0,1,1,1,3,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1271241,115,10,0,336,336,336,61,134,272,355,76,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1474313,3,12,0,0,0,0,2,6,10,15,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2031415,4,2,0,5,10,15,5,14,18,18,1,"No",0,0.67,0.62,0,"Yes","No","No","Yes","No","Yes" +1142411,12,2,0,12,12,12,8,16,19,19,0,"No",0,0.3,0.35,0,"Yes","No","Yes","Yes","No","Yes" +2148242,1,8,0,0,0,0,5,7,10,11,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +3033276,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1119541,69,2,28,105,168,252,35,85,159,267,33,"No",0,0.56,0.56,0,"No","No","No","Yes","No","No" +1822015,7,2,0,15,20,25,12,35,52,64,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2262661,5,4,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +2205083,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3165355,179,2,108,0,39,65,22,194,288,408,9,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1747807,11,2,12,26,39,52,8,12,19,33,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1788324,0,8,0,28,48,60,0,12,15,24,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","Yes" +1409084,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1332528,0,4,2,19,37,54,7,18,21,21,0,"No",0,0.91,0.92,0,"No","No","Yes","Yes","No","Yes" +2162111,0,8,0,8,16,16,1,6,12,15,9,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +2979820,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1312725,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.68,0,"Yes","No","No","Yes","No","No" +1347184,5430,8,2430,9160,18190,27220,2975,9853,19394,29264,2996,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +2967046,8,2,0,12,20,40,0,5,7,11,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1450193,1558,NA,781,0,0,0,955,3130,6594,10245,929,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1562180,0,8,0,5,6,8,0,2,4,7,0,"No",2,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1553241,498,NA,0,0,0,0,6,22,45,73,17,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1840360,4,2,0,0,5,5,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +2955149,0,2,0,17,22,27,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","Yes","Yes","No","No" +1391990,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1676680,54,8,0,0,0,0,4,8,27,44,4,"No",0,0.5,0.16,0,"No","No","No","Yes","No","No" +1898349,5,2,0,2,4,6,0,2,5,7,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3151835,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1679859,6,2,0,0,0,2,1,1,3,3,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2836219,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1447571,776,8,89,800,800,1600,150,607,1186,1777,433,"No",0,0.73,0.6,0,"No","No","No","Yes","No","No" +2123930,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2024852,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2275238,5,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1195414,20,2,180,144,394,588,4,4,4,4,53,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1474342,-1,2,0,18,23,33,9,12,26,33,0,"No",0,1,1,1,"No","No","Yes","Yes","No","Yes" +3141540,198,2,79,0,0,79,34,154,280,419,51,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1236924,312,8,51,418,989,1707,170,659,1435,2082,142,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2155224,0,8,0,2,2,2,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1848128,153,8,61,54,162,216,27,77,178,285,45,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2043352,0,12,0,501,501,501,0,5,5,5,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1341007,27,14,0,0,0,0,3,5,11,13,0,"No",0,0.99,0.82,0,"Yes","No","No","Yes","No","No" +1945582,1,8,0,1,2,2,1,1,4,4,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +1248840,3,8,0,102,102,142,10,29,62,98,20,"No",0,0,0.5,0,"No","No","Yes","Yes","No","Yes" +1485507,10,9,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1509120,5,2,0,100,100,100,0,0,0,0,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2048072,1736,12,0,0,0,0,62,185,686,945,165,"No",0,-99,0.25,0,"No","No","Yes","No","No","No" +1725188,0,2,0,19,39,49,0,0,0,0,0,"No",0,0.16,0.5,0,"Yes","No","Yes","Yes","No","No" +1347286,1384,12,0,0,0,0,0,3,9,18,2,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1428445,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1410408,1,NA,0,0,0,0,1,3,6,13,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2074716,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1632260,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2093890,6,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1455667,8,14,0,0,0,0,0,1,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1293968,0,4,0,20,29,29,0,0,0,0,0,"No",0,0.82,0.78,0,"Yes","No","No","Yes","No","No" +1822775,14,8,0,6,12,12,0,2,7,17,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1504068,-110,8,0,600,900,1100,141,490,792,1101,156,"No",0,0.45,0.47,118,"No","No","No","Yes","No","Yes" +1524064,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2993546,82,2,0,0,0,0,0,0,3,21,1,"No",0,0.82,0.91,0,"Yes","No","No","Yes","No","No" +1675454,11,8,8,5,5,5,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2057711,6,2,0,98,146,218,11,52,110,169,29,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3255795,31,8,0,0,0,35,7,17,28,42,10,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3263827,94,2,0,0,0,0,5,21,58,160,1,"No",0,0.1,0.08,0,"Yes","No","Yes","No","No","No" +1897294,15,12,0,5,5,5,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2809210,191,4,0,0,0,0,1,2,5,8,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1723854,40,9,0,0,0,0,0,1,3,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3140097,1,9,1,1,2,3,1,3,4,4,1,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1271954,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1925775,1,8,0,35,65,95,7,30,45,67,10,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1471369,1,8,0,22,33,44,5,11,18,30,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2240057,8,2,0,0,0,0,0,1,2,2,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1677951,139,2,9,70,140,140,35,99,181,230,44,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1494054,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +3086403,14,4,0,0,0,0,2,3,4,8,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3271936,-1,NA,7,0,0,0,8,26,47,69,20,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2810442,58,8,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2942677,30,8,0,0,0,25,5,10,18,28,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2128395,18,2,0,0,0,6,3,11,22,31,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1505777,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2302358,28,8,0,0,0,0,2,7,12,26,3,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2075285,3,8,2,4,10,14,5,9,23,40,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1924518,245,2,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1927864,1,NA,1,0,0,0,7,10,30,44,5,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1891427,2,9,0,0,0,0,1,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1874554,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2010412,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2852896,3,2,0,196,316,436,43,121,193,249,48,"No",46,0.12,0.06,0,"No","No","Yes","Yes","No","Yes" +2173306,4,2,0,50,50,100,12,33,74,115,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +3113692,3,8,0,10,15,25,0,4,8,10,0,"No",0,0.21,0.34,0,"No","No","No","Yes","No","No" +1140186,4,3,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2219467,52,2,0,0,0,0,6,15,19,25,2,"No",0,0.71,0.78,0,"No","No","No","Yes","No","No" +1928345,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +1464288,-1193,12,0,3787,3787,3787,5,16,27,36,30,"No",0,0,0,1267,"No","No","No","Yes","No","Yes" +3057693,108,8,24,0,68,136,15,54,136,195,42,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2208981,10,12,0,12,12,12,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1295806,0,NA,0,0,0,0,2,2,3,7,2,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3007217,10,4,1,0,0,0,0,1,2,4,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3225180,57,0,0,0,0,0,0,1,3,4,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2935379,18,2,0,80,160,240,24,54,109,183,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2066479,18,2,0,0,0,0,0,2,2,4,0,"No",0,0.92,0.45,0,"Yes","No","Yes","Yes","No","No" +1754927,7,12,0,0,0,0,0,0,0,0,1,"No",0,0.09,0.25,0,"No","No","No","Yes","No","No" +1747018,199,2,25,117,234,351,55,132,228,337,81,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1463806,0,2,0,250,470,710,0,0,0,0,7,"No",150,0.59,0.56,0,"Yes","No","No","Yes","No","Yes" +1569665,161,2,0,0,0,0,0,2,8,11,15,"No",0,0.61,0.57,0,"Yes","No","Yes","Yes","No","No" +1663872,216,8,0,0,0,0,15,62,239,350,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1688934,589,8,9,0,0,0,45,102,151,273,183,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1919516,9,9,0,0,0,0,4,4,4,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1615240,147,52,0,0,0,0,3,10,27,38,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1837493,236,8,0,0,0,0,5,21,61,103,17,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1121338,217,8,48,94,286,478,45,157,370,551,67,"No",0,0.84,0.73,0,"No","No","No","Yes","No","No" +3085206,831,8,468,1280,2560,3840,374,1334,2633,4034,221,"No",0,0.94,0.74,0,"No","No","No","Yes","No","No" +1330178,2,8,0,1,2,3,0,0,2,2,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1225395,2,8,0,17,27,31,4,13,27,42,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +2943802,979,8,305,155,715,1275,132,463,1201,1894,271,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1771080,1086,2,8,0,0,0,54,172,354,604,59,"No",0,0.64,0.82,0,"No","No","No","Yes","No","No" +1637196,12,8,0,0,6,12,1,6,15,25,1,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2314632,11,8,0,29,51,73,13,37,58,76,10,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2056425,1,8,0,10,12,20,2,8,9,12,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1711917,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1558751,2730,8,0,0,0,0,0,0,11,11,10,"No",0,0,0.25,0,"No","No","Yes","Yes","No","No" +2156445,2,8,0,12,12,12,1,4,6,6,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +1301261,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.69,0,"Yes","No","No","Yes","No","No" +1984517,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1978604,10,8,16,0,16,32,7,19,38,58,6,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2205432,1386,8,324,1296,2928,4272,471,1644,3398,5441,557,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3130180,496,2,0,0,0,0,1,5,39,45,15,"No",0,0.88,0.59,0,"No","No","No","Yes","No","No" +1724611,4,4,0,0,0,0,1,2,3,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1905895,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2807331,9,12,0,10,10,10,0,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1704464,0,2,0,10,11,11,0,0,0,0,0,"No",0,-99,0.28,0,"Yes","No","No","Yes","No","Yes" +1777294,30,0,0,611,899,1151,148,361,692,1060,271,"No",0,0,0,6,"No","No","No","No","No","Yes" +2928837,30,2,0,0,0,0,0,0,2,2,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1560891,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1305567,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1237863,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2276242,3,2,0,5,5,10,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2050165,12,4,3,6,12,18,3,7,16,25,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1430021,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2273402,39,8,1,25,55,79,5,23,52,83,12,"No",0,0.88,0.69,0,"No","No","Yes","Yes","No","No" +2183809,12,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1635170,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2942077,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3104302,61,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1349233,30,8,0,0,0,30,4,12,27,48,3,"No",0,0.29,0.43,0,"No","No","No","Yes","No","No" +1286712,6,8,0,0,2,5,0,1,7,15,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1506359,12,8,1,0,3,10,1,5,13,19,11,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +3115641,-418,8,5612,13627,22277,30482,3148,8739,14668,22135,1571,"Yes",990,0.76,0.87,0,"No","No","No","Yes","No","No" +1200390,5,8,0,6,12,18,0,5,9,18,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +3269913,1,8,0,0,0,0,2,6,7,8,1,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +3261358,50,8,0,0,0,0,2,3,3,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2060207,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +2836499,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2275785,-10,2,92,132,272,444,78,197,354,452,73,"No",16,0.13,0.17,1,"No","No","No","Yes","No","Yes" +1841102,0,8,0,1,2,2,5,5,5,5,0,"No",0,-99,0.93,0,"No","No","No","Yes","No","Yes" +1350145,74,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2101669,18,8,10,23,51,79,6,26,51,75,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2023023,0,8,11,85,140,200,35,86,153,223,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +3187958,0,8,0,25,49,77,5,24,53,75,3,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1251802,39,NA,0,0,0,0,193,598,1289,1993,242,"No",0,-99,-99,15,"No","No","No","No","No","Yes" +3022654,14,8,0,0,0,0,0,1,2,11,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1387222,4,2,0,0,2,5,0,4,8,12,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2958375,3,9,0,6,12,18,4,9,15,25,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2070385,14,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1181696,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1185850,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","Yes","Yes","No","No" +1756657,10,52,0,0,0,0,0,0,0,2,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +2171285,2,2,0,4,6,10,1,5,8,10,0,"No",0,0.42,0.32,0,"No","No","No","Yes","No","No" +3113287,20,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1511070,2,2,0,3,6,7,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1503439,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","No" +1388932,307,8,23,0,0,432,31,70,172,277,23,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1217881,15,8,0,0,3,12,4,13,24,35,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1907441,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3183221,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1225882,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1343287,0,5,0,6,6,6,0,0,0,0,0,"No",0,0.64,0.67,0,"Yes","No","No","Yes","No","No" +1459153,36,8,17,38,89,174,17,61,112,131,24,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1546542,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1978249,12,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +3104242,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1529488,3,2,0,9,13,21,8,15,22,32,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +3252991,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3240365,163,8,25,50,125,200,26,83,176,243,33,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +2201724,291,NA,0,0,0,0,0,1,5,7,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3229098,617,9,6,0,0,1000,24,137,309,562,66,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1904837,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3240013,7,2,0,0,2,4,0,2,4,4,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +3093706,482,8,777,1801,3421,5041,659,1995,3430,5077,325,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2293259,6,4,0,0,4,7,2,4,5,9,0,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","Yes" +1584240,9,2,0,2,4,4,0,0,0,0,0,"No",0,0.53,0.43,0,"Yes","No","No","Yes","No","No" +2097493,3,8,0,0,2,2,0,1,4,6,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1814848,64,2,0,0,0,0,0,0,0,0,0,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +1709596,294,8,33,840,1560,2040,157,458,1148,2141,154,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1382040,1,2,0,18,27,45,5,10,18,24,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1704482,3,12,0,4,4,6,1,3,8,8,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1788122,98,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1692488,2,8,0,1,1,1,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +2192108,211,6,0,350,546,693,68,247,488,771,67,"No",51,0.73,0.76,2,"No","No","No","Yes","No","No" +2125626,162,8,32,325,565,715,71,191,406,716,49,"No",0,0.92,0.65,0,"No","No","No","Yes","No","No" +2975282,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2097748,6,12,0,62,112,160,13,50,106,152,12,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1929477,2,12,0,48,72,72,6,20,40,61,15,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3281277,28,2,0,60,120,190,13,29,57,117,2,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1416017,21,8,0,0,0,0,1,1,8,24,4,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1860150,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2269598,9,8,0,0,0,0,0,0,2,4,2,"No",0,0.52,0.58,0,"No","No","No","Yes","No","No" +1284682,19,2,0,0,0,0,1,1,2,6,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2006059,12,2,0,45,75,105,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2830193,47,8,0,0,0,0,0,3,3,3,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1749965,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2021789,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2113580,11,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +3015705,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1836902,12,8,0,7,7,9,2,5,6,15,0,"No",0,0.02,0.13,0,"No","No","No","Yes","No","No" +1284322,26,12,0,108,224,324,19,93,185,281,0,"No",0,0.1,0.16,0,"No","No","No","Yes","No","No" +2042342,54,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1677781,3,2,0,0,0,10,3,3,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1476574,65,2,0,0,0,0,8,8,8,9,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +1922603,9,2,0,0,0,0,0,0,0,1,1,"No",0,0.6,0.58,0,"Yes","No","No","Yes","No","No" +3016330,0,4,0,8,12,20,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1880365,3,12,0,6,12,15,3,10,25,38,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","Yes" +1590623,12,8,0,0,0,0,0,0,0,2,0,"No",0,0.62,0.6,0,"No","No","No","Yes","No","No" +1325800,3,12,0,13,25,32,2,11,18,29,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2313450,4,9,1,1,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2222666,63,8,0,0,12,36,7,21,54,79,13,"No",0,0.53,0.44,0,"No","No","Yes","Yes","No","No" +2139905,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2274116,494,12,0,0,0,0,0,0,2,3,2,"No",0,0.77,0.82,0,"Yes","No","No","Yes","No","No" +2062706,2,8,0,1,2,3,1,3,3,4,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +3144596,77,12,0,0,0,0,0,0,0,0,1,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1912312,-1,8,1,15,15,15,1,6,30,35,8,"No",0,0.33,0.57,2,"No","No","No","Yes","No","Yes" +1233836,4,12,0,0,0,0,1,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1756651,32,8,0,0,0,0,0,2,4,5,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1512460,44,2,0,24,32,48,12,28,48,72,20,"No",0,0.77,0.87,2,"No","No","No","Yes","No","No" +3167794,10,9,28,0,7,14,10,10,27,27,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" 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+1922842,2,16,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2003541,73,8,168,1524,2952,4404,487,1643,3960,5731,251,"No",0,0.74,0.5,12,"No","No","No","Yes","No","No" +1115648,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2108394,0,2,0,16,30,46,5,16,27,27,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2822209,0,2,0,8,14,15,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1526670,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1126808,1,12,0,29,60,80,5,36,53,97,10,"No",0,0.83,0.75,0,"No","No","No","Yes","No","Yes" +1319069,261,12,0,0,0,0,2,8,16,23,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2115872,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"Yes","No","No","Yes","No","No" +1206268,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.68,0,"No","No","Yes","Yes","No","No" +1453676,5,2,0,8,16,24,4,12,21,28,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +1464599,3,8,0,0,2,3,0,0,4,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2278610,585,8,14,176,594,924,120,386,874,1430,364,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +2052865,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +2140635,27,8,0,0,0,0,8,8,8,11,3,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1544655,4,2,0,0,0,1,0,1,2,3,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1823812,45,8,1,0,0,0,2,5,13,37,3,"No",0,0.91,0.79,0,"No","No","Yes","Yes","No","No" +3237337,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1559350,384,8,4,0,0,0,16,45,86,121,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2829980,46,NA,0,0,0,0,1,6,15,27,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1569966,1,2,4,4,12,16,1,3,13,20,0,"No",0,0.6,0.78,0,"No","No","No","Yes","No","Yes" +2976185,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1148534,0,8,0,10,14,14,0,3,8,10,0,"No",0,0.81,0.89,0,"No","No","Yes","Yes","No","Yes" +2099915,2,2,0,0,0,1,0,0,1,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","Yes" +1600804,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1431578,4,8,1,0,0,0,6,14,26,45,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2830379,2,8,0,58,83,108,5,26,62,96,19,"No",0,0.98,0.97,1,"Yes","No","No","No","No","Yes" +1240813,36,8,0,0,0,0,2,6,23,41,1,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2889022,9,8,1,4,4,8,2,5,14,27,2,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +3078558,5,2,0,0,0,0,2,4,7,10,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1900720,149,4,13,64,184,272,53,88,92,92,37,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1457380,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1967952,3,2,0,6,6,6,0,0,0,0,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1492135,0,2,0,21,26,26,4,5,5,5,1,"No",0,0.69,0.69,5,"Yes","No","No","Yes","No","Yes" +2213833,272,2,0,142,426,781,62,179,232,297,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1408518,0,6,0,6,6,6,0,2,3,8,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2135116,11,9,0,8,11,13,0,0,9,15,0,"No",1,0.85,0.82,0,"No","No","No","Yes","No","No" +3251493,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +2984020,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1569213,10,2,0,30,50,60,10,21,33,65,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1628454,235,12,54,47,152,327,31,90,566,715,208,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2151847,157,12,88,375,650,925,97,339,682,982,239,"No",0,0.84,0.87,20,"No","No","Yes","Yes","No","No" +2251639,9,8,0,0,6,10,1,2,11,16,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1200497,15,2,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1161132,12,4,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.79,0,"Yes","No","No","Yes","No","No" +1175248,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2243887,0,NA,0,92,161,182,0,0,0,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1113845,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2834056,4,2,0,0,0,0,2,2,2,3,0,"No",0,0.66,0.75,0,"Yes","No","No","Yes","No","No" +2086123,9,12,0,0,0,0,1,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1544605,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3110561,3755,12,25,0,0,0,192,520,875,1280,197,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1191377,0,2,0,84,104,104,0,0,0,0,27,"No",0,0.02,0.03,0,"No","No","No","Yes","No","No" +1960421,13,2,0,0,0,18,2,3,8,15,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1306602,288,8,2,0,84,156,23,80,176,326,51,"No",0,0.79,0.76,0,"No","No","Yes","Yes","No","No" +3271421,20,8,0,0,0,0,0,1,1,3,2,"No",0,0.46,0.68,0,"No","No","Yes","Yes","No","No" +3264660,8,8,0,0,0,0,0,0,3,3,0,"No",0,0.59,0.58,0,"No","No","No","Yes","No","No" +1909772,24,13,0,240,300,360,28,74,149,293,5,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +2292416,7,9,0,0,1,3,0,1,4,10,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1266319,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2861251,22,8,0,0,0,0,0,0,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3046350,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.85,0,"Yes","No","No","Yes","No","No" +2221625,35,8,21,8,40,72,10,26,64,98,24,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2296309,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1282049,0,10,0,1540,1980,2640,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","Yes" +1235640,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2153080,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1411412,0,4,0,4,6,6,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1941504,5,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1383543,1,NA,0,0,0,0,2,3,3,3,11,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +2244868,45,8,0,0,0,0,2,3,5,6,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2213793,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +1284628,400,8,0,0,0,0,3,5,8,19,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +3212666,1,8,0,7,7,8,1,9,13,22,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","Yes" +1891479,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1120389,2,8,0,0,0,1,0,0,1,3,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2985119,12,8,0,65,65,65,0,0,0,0,0,"No",0,0.92,0.95,0,"Yes","No","No","No","No","No" +1674929,27,17,0,0,0,0,3,4,9,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2232963,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1126603,1,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1294367,5,8,0,3,5,9,0,7,10,21,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2973423,46,8,0,37,49,61,2,14,40,82,8,"No",0,0.46,0.68,0,"No","No","No","Yes","No","No" +1493174,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3163689,2514,12,0,0,0,0,2,4,43,62,13,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1366526,87,8,0,0,0,0,8,23,41,87,6,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2896707,284,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2816704,164,4,1140,390,560,730,53,137,269,369,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1546866,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2804973,106,8,38,0,0,36,14,41,74,125,27,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3228504,109,2,0,0,0,0,0,0,4,4,2,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +2802284,3,4,0,0,0,1,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2107078,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2225548,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2832391,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1906512,822,12,0,0,0,0,0,8,8,21,2,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1543342,0,2,0,20,32,44,2,9,14,25,0,"No",7,0.1,0.17,0,"No","No","No","Yes","No","Yes" +3167609,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2076088,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +1355657,0,2,0,30,30,30,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +2038038,40,2,0,0,0,0,6,17,27,28,4,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","No" +1987151,2,2,0,1,5,5,3,10,17,36,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1963348,62,2,0,0,0,200,8,30,48,57,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1715440,6,4,5,84,110,136,12,21,27,32,4,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3059423,3,12,0,9,13,17,0,8,9,14,3,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3258601,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1640135,16,2,0,0,0,0,0,2,3,6,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3019042,101,8,10,120,200,280,51,105,194,295,41,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +2047302,16,8,0,0,10,18,4,11,16,26,2,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","No" +2964670,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2846320,20,0,0,0,0,0,0,0,0,8,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2145303,0,12,0,8,12,16,1,6,9,11,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1444816,7,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1652419,140,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2813743,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1396415,16,8,0,0,0,0,3,17,36,60,3,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1683994,0,2,0,6,8,8,4,6,6,6,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1864874,65,2,0,48,48,48,0,0,0,0,1,"No",12,0.78,0.76,0,"Yes","No","No","Yes","No","No" +1868441,4,8,2,8,14,20,3,9,16,22,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2910661,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3073565,315,2,12,0,0,0,18,69,123,202,36,"No",0,0.75,0.88,0,"No","No","No","Yes","No","No" +1402533,43,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1144072,121,2,83,210,432,654,76,261,432,585,86,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2225909,0,8,0,4,6,7,0,6,6,6,1,"No",0,0.35,0.37,0,"No","No","No","Yes","No","Yes" +2913317,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +2974971,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +3252992,27,8,0,11,41,61,4,14,38,67,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1645127,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3166577,0,4,3,3,6,7,0,3,3,3,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1445339,12,4,0,38,56,74,4,21,36,55,15,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1309593,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2928463,77,2,35,0,0,72,10,36,83,121,6,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3229972,274,17,0,0,0,0,0,0,1,1,0,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +1456898,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1163250,19,8,0,0,0,0,0,1,2,3,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2930783,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1430840,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2933592,1598,8,0,0,0,0,6,12,15,21,27,"No",0,0.91,0.84,0,"Yes","No","Yes","Yes","No","No" +2043178,3,3,0,1,3,5,0,1,4,7,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1682553,186,10,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2168822,828,8,0,0,0,0,5,27,53,69,3,"No",0,0.28,0.18,0,"No","No","No","Yes","No","No" +2009158,34,12,0,0,11,22,5,17,57,67,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1549137,11,4,5,5,15,20,3,12,18,21,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1785354,8,2,0,0,4,12,2,5,11,18,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2891090,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3055783,5,8,0,0,0,0,0,0,5,7,0,"No",0,0.88,0.89,0,"No","No","Yes","Yes","No","No" +1139688,8,8,0,0,3,6,2,5,9,12,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2056997,5,2,0,30,50,60,9,24,37,62,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2156598,19,9,5,10,25,50,2,12,25,37,4,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1463541,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1736801,1,8,0,1,2,3,1,2,2,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2002205,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1976769,4175,8,1229,1589,4349,7109,1207,3795,7951,12691,1002,"No",0,1,1,0,"No","No","No","Yes","No","No" +2037145,0,4,0,17,19,19,0,0,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1293851,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1327172,220,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.42,0,"No","No","No","Yes","No","No" +1767278,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1743420,98,8,8,157,232,332,32,112,195,322,38,"No",25,0.9,0.82,0,"No","No","No","Yes","No","No" +2863912,38,8,2,82,131,184,15,48,99,157,28,"No",6,0.41,0.46,0,"No","No","No","Yes","No","No" +2924547,1,8,0,5,10,15,4,7,10,17,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","Yes" +1508732,0,2,0,20,20,20,0,0,0,1,0,"No",0,0.75,0.84,0,"No","No","Yes","No","No","No" +1824423,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1404173,3,8,0,0,0,2,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +2137109,1920,4,0,880,1870,2170,540,1177,2405,3501,558,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1274774,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1941773,117,8,0,0,0,0,0,0,0,0,3,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +2020236,-3,8,0,240,240,240,26,42,84,118,3,"No",0,0.5,0.33,3,"No","No","No","Yes","No","Yes" +1579025,8,4,5,13,31,46,2,9,19,19,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1868756,35,0,0,18,36,54,7,19,52,77,22,"No",0,0,0,0,"No","No","No","No","No","No" +2893470,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2179665,11,2,0,0,0,0,3,5,7,12,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3254063,58,8,4,75,75,75,8,32,60,86,23,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +2097726,-1,8,5,68,112,164,12,29,82,126,17,"No",0,0.16,0.1,8,"No","No","Yes","Yes","No","Yes" +1388039,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1791093,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1312711,241,8,13,0,0,225,49,128,224,318,63,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1251065,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2861835,5,8,0,0,0,0,1,1,2,3,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1578445,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1269247,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +1852998,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1141635,3,2,0,7,7,7,0,0,0,0,0,"No",0,0.89,0.95,0,"Yes","No","No","Yes","No","No" +3023736,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1763049,36,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2292630,331,2,260,200,507,741,80,268,509,711,95,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1886011,61,8,20,48,153,223,23,83,171,257,18,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1832170,97,8,101,99,228,353,46,140,306,453,49,"No",1,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2825599,76,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1806666,9,2,0,35,60,90,1,1,1,1,7,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +2251074,-52,15,0,128,248,296,16,40,66,119,44,"No",0,0.06,0.08,52,"No","No","No","Yes","No","Yes" +1838349,6,8,0,20,60,80,6,22,42,59,0,"No",0,0.98,0.79,0,"No","No","No","Yes","No","No" +1232756,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2004479,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.76,0.77,0,"Yes","No","No","Yes","No","No" +1669369,18,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1701213,16,2,0,0,0,0,0,0,1,2,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2823271,4,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1769211,70,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1731455,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3088171,23,8,0,0,5,15,1,3,11,17,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1347920,23,8,0,9,24,51,12,33,58,87,14,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3142071,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1534863,5,8,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2874825,90,4,0,0,0,0,2,12,32,32,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1966934,4,8,0,28,40,52,9,17,35,52,8,"Yes",4,0.82,0.8,0,"No","No","No","Yes","No","Yes" +1274934,311,8,0,0,0,0,0,1,2,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1593373,44,12,0,130,130,130,2,26,56,82,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2882627,6,8,0,0,0,0,0,2,4,6,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2034813,4,2,0,2,4,8,0,6,11,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1308075,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2864541,125,2,0,0,0,0,0,1,1,1,2,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1660624,1,8,0,3,6,8,0,3,4,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2228724,12,8,0,0,0,0,0,0,1,1,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2174879,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1848703,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.3,0.36,0,"Yes","No","No","No","No","No" +1632030,66,2,0,0,0,0,1,3,4,4,16,"No",0,-99,0.32,0,"Yes","No","No","Yes","No","No" +1954654,-1,8,0,11,17,20,5,14,20,26,1,"No",0,0.42,0.36,1,"No","No","No","Yes","No","Yes" +2980096,231,12,0,0,0,0,0,6,10,15,1,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1971130,91,8,0,0,0,0,0,3,3,10,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2855819,0,2,0,1,1,1,0,0,0,0,0,"No",1,0.18,0.33,0,"Yes","No","No","Yes","No","Yes" +1567657,80,8,3,54,126,180,11,61,144,225,19,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1659811,101,8,24,84,180,300,26,119,231,345,30,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3231861,7,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3077008,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2070732,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1669760,22,8,0,19,19,19,9,28,56,78,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1870789,135,17,0,0,0,0,2,7,27,55,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1647170,155,8,34,185,296,407,47,139,252,395,68,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2110194,4,2,0,0,0,0,5,13,17,17,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","Yes" +3200566,24,8,0,157,323,494,4,10,27,37,5,"No",13,0.26,0.37,0,"No","No","No","Yes","No","No" +1959745,7,8,0,0,6,12,0,1,4,10,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1701958,2,8,0,0,0,0,1,1,1,2,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2857443,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1742550,0,4,0,13,13,13,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2054690,1,9,0,0,1,1,0,1,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2273596,0,2,0,18,36,54,2,14,18,28,0,"No",0,0.71,0.78,0,"No","No","No","Yes","No","Yes" +2107287,33,8,0,42,162,222,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1555719,7,NA,0,0,0,0,0,0,0,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3086944,67,8,0,0,0,0,7,10,23,42,7,"No",0,0.94,0.81,0,"No","No","Yes","Yes","No","No" +1356759,11758,8,0,0,0,0,0,0,0,0,0,"No",0,0.08,0.26,0,"No","No","No","Yes","No","No" +2281963,1,2,0,252,252,252,8,21,39,39,0,"No",0,0.34,0.34,0,"Yes","No","No","Yes","No","Yes" +1658120,0,8,0,2,3,5,0,1,3,3,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +3112327,106,8,41,40,40,80,14,47,93,176,27,"No",0,1,1,0,"No","No","No","Yes","No","No" +1396322,17,8,0,128,212,284,36,76,164,261,22,"No",1,0.51,0.53,0,"No","No","No","Yes","No","Yes" +1461125,8,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2007947,132,2,99,120,220,370,52,164,297,423,46,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +1996454,9,2,0,16,16,32,4,8,17,27,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1838302,312,8,177,288,608,960,150,496,1010,1548,211,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1611014,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.79,0,"No","No","No","Yes","No","No" +1664405,12,8,0,0,0,0,1,11,20,33,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +1230965,8,9,0,0,0,0,0,0,1,1,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1261647,10,2,0,0,6,12,1,1,12,18,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1316279,2,8,0,0,0,0,1,5,8,11,3,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1141840,86,8,0,0,16,39,19,25,79,125,20,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2035347,2,8,0,0,0,0,1,1,1,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1217610,20,4,1,0,1,1,2,3,15,26,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2852279,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2271083,45,NA,0,0,0,0,0,0,2,8,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1512264,7,8,0,0,0,0,3,5,9,15,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1544466,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","No" +2075229,1,8,2,3,12,19,0,4,18,30,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1289222,11,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1926842,4,2,0,0,5,5,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1138853,44,8,0,24,48,72,12,36,53,75,19,"No",0,0.86,0.85,0,"No","No","No","Yes","No","No" +2303466,80,9,14,40,100,160,5,42,98,177,46,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1642015,86,2,0,28,56,56,11,43,84,133,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1335497,2930,NA,0,0,0,0,1,3,8,21,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +3060513,52,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2251551,330,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1662263,81,8,4,2,31,57,4,24,83,128,18,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2803994,46,8,5,23,23,40,5,21,40,60,16,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1857014,4,2,0,14,18,22,5,5,17,17,6,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2041688,288,2,72,515,1060,1595,148,512,890,1285,164,"No",0,1,1,0,"No","No","No","Yes","No","No" +2844037,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1224290,3,2,0,2,6,10,1,3,5,11,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","Yes" +1189618,155,2,6,327,457,652,91,210,392,608,50,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2981583,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1836478,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1396582,5,4,5,0,5,5,0,10,11,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3150454,7,2,11,5,5,5,0,4,4,4,0,"No",0,0.08,0.03,0,"Yes","No","Yes","Yes","No","No" +1470377,74,8,3,50,150,250,32,109,195,276,56,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1743281,81,12,5,0,0,0,10,41,88,142,37,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3131365,5,12,0,0,0,0,0,1,1,2,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2926870,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1114793,37657,8,0,0,27000,27000,0,0,0,0,1777,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1846189,78,3,0,0,0,0,1,3,3,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1258130,2,8,0,21,41,51,6,14,28,36,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","Yes" +1176775,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1368257,1,12,3,3,3,7,1,2,9,11,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1799091,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.89,0,"Yes","No","Yes","Yes","No","No" +1483151,16,8,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1350709,12,2,0,25,54,62,2,2,2,2,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +3129892,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1280995,0,9,0,4,5,7,0,1,4,4,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +2006612,10,2,0,0,0,0,5,13,17,26,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1824523,110,12,0,0,0,0,4,11,25,35,3,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +2262170,3,5,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.69,0,"No","No","No","Yes","No","No" +1306739,15,8,0,0,0,0,9,25,41,62,17,"No",0,0.5,0.63,0,"No","No","No","Yes","No","Yes" +1935308,89,8,2,12,60,120,10,42,104,157,16,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1112162,27,4,21,40,80,120,6,25,44,61,6,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1712030,11,2,0,16,32,48,3,9,27,33,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1574363,219,12,150,574,949,1099,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2044712,68,9,20,60,102,162,9,45,103,123,33,"No",22,0.52,0.41,0,"No","No","No","Yes","No","No" +1488862,361,9,165,2700,4192,6320,425,2855,4600,6259,600,"No",0,0.86,0.86,0,"No","No","Yes","Yes","No","No" +1992012,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +3073614,93,52,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.92,0,"Yes","No","No","Yes","No","No" +3122543,265,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3042757,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1376633,480,8,0,0,0,0,0,5,10,10,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1419372,36,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1882622,1,8,0,1,3,4,0,1,2,3,0,"No",1,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3154481,181,4,202,218,330,498,77,217,360,491,63,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3187897,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1620212,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1667211,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1530090,63,8,7,25,75,100,13,47,83,122,15,"No",0,0.37,0.4,0,"No","No","No","Yes","No","No" +2311003,3,8,0,0,1,2,0,1,2,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1337375,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1674332,44,2,52,90,210,360,50,105,176,220,46,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +2912749,404,8,0,577,1054,1514,166,565,1115,1534,149,"No",0,0.97,0.91,0,"No","No","No","No","No","No" +1896112,1,8,0,1,2,2,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1945988,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1824687,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.51,0.47,0,"No","No","No","Yes","No","No" +1154741,1,2,30,30,30,30,26,83,135,180,40,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3075342,7,12,0,0,0,0,0,0,4,6,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3243726,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1134287,13,8,3,193,302,401,92,161,322,516,42,"No",28,0.64,0.67,0,"No","No","No","Yes","No","Yes" +1476715,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1962998,2,12,1,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1368121,0,12,0,62,62,62,0,0,0,0,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","Yes" +2271768,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1954497,32910,8,20,0,0,0,96,190,341,550,191,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3141305,3,4,0,0,0,0,0,0,1,3,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1237110,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1243669,59,8,0,0,0,0,0,1,3,3,1,"No",0,0.73,0.88,0,"No","No","No","Yes","No","No" +3021880,146,2,4,54,162,270,47,152,258,443,93,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3010837,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2870040,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1157785,0,2,0,0,0,0,0,1,2,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1870745,14,8,0,0,0,0,2,4,7,8,2,"No",0,0.35,0.54,0,"No","No","Yes","Yes","No","Yes" +1918945,4,2,0,24,44,68,6,23,47,66,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1766224,0,2,0,20,22,22,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +2286405,4,8,0,23,39,64,4,19,32,46,0,"No",0,0.52,0.7,0,"No","No","No","Yes","No","No" +1893520,4,8,0,0,0,0,0,0,5,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1769112,4,8,0,0,0,0,0,0,0,3,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3093681,18,52,0,0,0,0,0,1,6,10,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1512275,362,8,220,936,1464,1944,194,566,1070,1763,366,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1123266,2,3,0,0,1,2,0,0,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1522201,4,8,0,5,10,15,4,6,16,21,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1981520,4,17,0,19,31,31,0,3,10,21,1,"No",1,0.05,0.41,0,"No","No","No","Yes","No","Yes" +1296231,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3085389,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1552802,57,2,0,0,0,0,1,3,5,8,1,"No",0,0.35,0.26,0,"No","No","No","Yes","No","No" +2844039,28,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3130516,23,8,0,0,0,0,3,8,14,21,0,"No",0,0.79,0.85,0,"No","No","No","Yes","No","No" +2198124,52,9,3,12,37,62,8,32,66,93,16,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2225566,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.77,0,"No","No","No","Yes","No","No" 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+1940829,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1328150,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2137519,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1540289,0,2,0,0,1,3,0,1,3,7,2,"No",0,1,0.99,0,"No","No","No","No","No","Yes" +1913360,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2070440,423,8,455,720,1620,2340,294,1003,2099,3349,694,"No",0,0.95,0.84,0,"No","No","Yes","Yes","No","No" +1834344,18,2,0,0,0,0,0,4,5,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2105451,7,12,12,0,0,0,0,1,9,14,4,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2826446,0,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1681833,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2011836,255,2,39,260,500,740,87,258,520,828,89,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1680175,2,8,2,10,10,10,6,17,25,30,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1953800,253,8,15,200,400,800,56,219,401,636,77,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3241328,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1893507,-4,8,0,9,9,10,0,1,15,17,2,"No",0,0.2,0.11,4,"No","No","No","Yes","No","No" +1910788,394,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1935578,10,2,0,0,0,0,1,2,4,6,1,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2164352,1,2,0,5,5,5,25,29,51,68,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1668946,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1230541,50,8,0,105,188,261,31,91,198,316,28,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1812315,26,2,0,0,9,18,2,5,13,28,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","No" +1506131,35,NA,0,0,0,0,0,0,0,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1916812,157,2,0,0,0,0,1,4,10,17,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1333565,43,8,0,30,30,30,0,0,0,0,0,"No",0,0.74,0.83,0,"No","No","No","Yes","No","No" +1134090,1,8,0,5,8,11,1,5,8,10,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1438330,0,8,0,25,25,50,1,13,18,28,11,"No",0,0.7,0.73,0,"No","No","Yes","Yes","No","Yes" +3147316,11,8,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2847912,126,12,13,21,21,67,14,50,101,196,17,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1875153,0,8,0,21,31,41,0,15,21,35,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2240736,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1939643,1,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2307464,16,2,0,0,0,0,0,2,3,6,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1232453,10,8,7,0,0,0,0,0,1,1,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1180866,0,8,0,3,3,4,2,7,8,12,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1303169,109,2,0,0,0,0,1,1,1,8,2,"No",0,0.64,0.68,0,"No","No","Yes","Yes","No","No" +1448736,0,4,0,6,7,7,0,0,0,0,1,"No",0,0.89,0.9,0,"Yes","No","No","No","No","No" +2915871,16,8,0,104,174,244,37,85,158,200,16,"No",0,0.95,0.96,2,"No","No","No","Yes","No","No" +1398662,148,10,0,0,0,0,9,31,57,82,15,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +3166781,134,NA,0,0,0,0,0,0,1,2,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2263731,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2878834,1400,2,182,1750,3250,4750,732,2036,3640,5400,842,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1554842,1,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1533792,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +2050131,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2225564,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1370364,8,4,0,1,3,4,2,3,5,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1624584,14,3,16,82,170,234,46,113,208,341,37,"No",0,0.88,0.91,0,"No","No","No","Yes","No","Yes" +1719683,24,8,0,0,0,0,0,0,0,4,0,"No",0,0.8,0.87,0,"No","No","Yes","Yes","No","No" +1237647,5809,8,2,0,0,0,155,387,727,1246,166,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1168706,112,2,0,80,120,120,0,9,11,11,27,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2064925,12,2,0,0,0,0,0,0,4,4,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1506988,72,3,54,118,173,345,0,0,0,0,1,"No",42,0.03,0.1,0,"No","No","No","Yes","No","No" +2200944,3,8,17,19,37,55,9,27,42,54,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1556909,875,13,148,0,0,1000,175,459,793,1111,167,"No",0,1,1,0,"No","No","No","Yes","No","No" +2829366,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1783176,1,12,0,2,4,6,1,3,5,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1520587,270,16,301,406,406,406,13,39,76,117,28,"No",0,0.15,0.35,0,"No","No","Yes","Yes","No","No" +3279106,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2972765,24,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1419771,0,8,40,80,80,120,0,0,0,0,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +3154516,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1238312,111,10,0,0,0,0,0,1,2,4,0,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +1191772,99,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1366140,8,8,0,7,13,22,7,13,23,37,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +3198448,1,8,0,0,0,2,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1752827,267,8,11,325,575,800,99,272,552,849,184,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +2959974,-1,9,0,23,23,33,2,8,16,30,0,"No",0,0.58,0.45,1,"No","No","No","Yes","No","Yes" +1928322,10,2,0,0,0,0,0,1,3,3,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +3150265,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2062608,5,2,0,4,5,6,4,5,5,6,0,"No",0,0.74,0.73,0,"Yes","No","Yes","Yes","No","No" +1826111,0,4,0,4,4,6,0,0,0,3,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +2085295,8,2,0,6,9,18,1,13,22,27,0,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +1739831,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2107144,68,2,0,50,50,100,8,36,74,116,25,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2945743,0,2,0,19,19,19,0,0,0,0,1,"No",4,0.79,0.86,0,"No","No","No","Yes","No","Yes" +2912548,73,2,0,148,214,302,20,37,42,42,17,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2246777,13,8,0,0,7,14,1,4,11,21,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1285739,16,2,0,0,0,0,1,4,16,27,3,"No",0,0.91,0.75,0,"No","No","No","Yes","No","No" +1123417,2340,2,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1659638,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1635354,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1138893,23,8,0,0,0,0,0,1,1,7,1,"No",0,0.74,0.76,0,"Yes","No","No","Yes","No","No" +2079865,18465,8,0,0,0,0,340,788,1046,1946,38,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1699229,0,0,0,50,100,100,6,11,29,33,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +1784141,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1179951,242,2,120,260,500,720,158,376,608,845,109,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2114428,1,6,1,4,6,8,1,4,4,5,2,"No",1,0.73,0.76,0,"No","No","No","Yes","No","No" +2960730,112,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1846916,26,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.82,0,"No","No","No","Yes","No","No" +2078195,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +2263695,6,8,9,16,28,48,7,27,58,83,6,"No",0,0.97,0.89,0,"No","No","No","Yes","No","No" +2036688,29,8,3,0,34,62,7,23,63,85,6,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1659393,1,12,0,0,0,0,4,4,4,4,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2939853,0,8,0,4318,6372,8658,0,1,3,7,219,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1431995,0,9,0,5,6,7,2,2,2,4,2,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +2166981,98,2,8,288,540,756,100,101,101,101,99,"No",0,0.96,0.96,10,"No","No","No","Yes","No","Yes" +1825389,98,8,0,0,0,0,0,46,77,89,5,"No",0,0.94,0.86,0,"No","No","Yes","Yes","No","No" +1674691,3,2,0,0,0,1,0,1,2,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1467934,303,NA,0,0,0,0,0,5,8,19,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2080699,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3026156,5710,NA,0,0,0,0,120,450,887,1315,130,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1885537,49,8,0,229,361,449,325,476,570,688,26,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2117178,3,12,0,50,50,50,0,0,0,0,1,"No",0,0.27,0.26,0,"Yes","No","No","Yes","No","No" +3137024,41,8,0,0,0,0,6,13,24,36,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1567669,1,8,0,1,1,2,1,1,1,1,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3094543,35,12,0,0,0,0,0,0,1,1,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2077079,162,2,8,23,116,231,35,126,297,427,27,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1976168,1,52,0,0,0,0,0,0,4,5,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2271884,12,0,0,0,0,0,1,1,1,6,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1401125,3,8,0,6,18,24,2,12,19,27,2,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +1196083,14,2,0,16,48,64,4,16,21,39,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +1138935,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.6,0,"No","No","No","Yes","No","No" +1535824,19,12,0,0,0,0,0,4,16,18,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2185030,31,9,0,0,0,0,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1303912,25,2,0,0,0,3,3,10,18,22,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1921459,135,12,0,0,0,0,1,3,8,11,1,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1482240,23,2,0,0,0,0,0,1,1,4,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +1922265,64,14,29,38,74,128,17,58,118,175,24,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1564343,5,2,0,0,0,144,0,0,2,2,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +2276090,0,16,0,6,6,6,0,0,1,3,1,"No",0,0.31,0.42,0,"Yes","No","Yes","Yes","No","Yes" +1817411,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1837371,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1909979,38,12,0,0,0,0,0,2,26,48,9,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1919537,763,8,0,0,0,0,0,0,6,6,6,"No",0,1,0.66,0,"No","No","No","Yes","No","No" +3056768,5,8,0,0,3,5,1,2,5,7,4,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +2294532,140,2,88,216,456,672,106,312,495,711,73,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1857530,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3040365,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2300288,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3173605,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2291855,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1694730,0,12,0,17,25,36,3,15,27,40,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +2294240,96,8,0,0,0,0,0,4,7,9,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2811194,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1541237,230,8,8,0,0,0,14,54,126,206,30,"No",0,0.9,0.95,0,"No","No","Yes","Yes","No","No" +1338692,1663,8,49,0,0,0,40,150,328,531,66,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1188202,196,12,11,0,0,500,20,64,119,154,43,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1734776,3,8,0,10,17,24,3,10,14,20,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1238552,13,12,9,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2048459,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1312414,0,10,0,6,9,12,0,4,6,7,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1427944,36,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1312880,43,8,0,2,2,2,0,4,12,23,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1176708,108,8,0,0,128,256,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1191516,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2261518,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2314147,1,4,8,11,16,21,3,10,12,18,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1787520,5,8,0,22,37,37,5,17,26,40,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1202072,46,NA,6,0,0,0,34,81,135,190,37,"No",0,-99,-99,2,"No","No","No","No","No","No" +1325474,2,9,0,6,8,12,1,4,6,8,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1416648,1,8,0,6,6,6,0,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1656609,7,4,0,0,0,0,0,0,0,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1933815,-15,3,0,32,32,32,1,12,26,29,0,"No",13,0.89,0.9,15,"No","No","No","Yes","No","Yes" +2210067,8,2,0,0,0,0,8,16,28,38,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2207295,25,2,0,0,0,0,0,0,0,4,1,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","No" +1813954,12,8,0,0,0,0,92,304,517,745,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1300711,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1967149,6,4,0,0,0,0,2,2,2,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1266370,2,2,0,0,0,1,0,0,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1538130,-3,8,0,33,51,78,12,35,67,99,2,"No",0,0.57,0.44,3,"No","No","No","Yes","No","Yes" +1500409,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1864908,750,2,24,1080,2388,3792,270,812,1341,1589,133,"No",0,0.98,0.97,0,"Yes","No","Yes","Yes","No","No" +3136506,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1619121,2062,8,129,2880,4200,6360,1413,2291,4631,6275,836,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3118672,48,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1619477,6,9,0,0,0,0,1,1,2,3,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2111961,20,12,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1502460,874,8,250,677,1757,2837,359,1036,2024,3086,297,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1496884,846,8,4,0,0,0,53,199,400,586,53,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2037174,164,2,0,0,0,0,5,12,116,116,3,"No",0,0.82,0.82,0,"Yes","No","No","Yes","No","No" +1714545,115,8,0,0,33,66,13,50,108,189,28,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1299168,5,8,0,122,190,242,26,84,149,233,16,"No",8,0.43,0.46,0,"No","No","No","Yes","No","No" +2304791,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2138952,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.28,0.12,0,"No","No","No","Yes","No","No" +1374131,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1130695,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1646205,3,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2111334,19,2,0,0,0,0,5,11,18,27,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","Yes" +1388025,0,8,0,3,4,6,1,2,3,3,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +2932732,358,8,0,0,0,0,9,35,83,128,20,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +1907351,20,8,0,0,0,0,0,0,1,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1740936,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2975407,32,8,0,0,0,0,0,0,2,3,3,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +2066657,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3039480,748,12,41,0,0,800,85,401,848,1148,71,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1859613,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +2217602,32,2,0,0,28,68,6,19,40,49,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2998161,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1444007,0,8,3,2,4,7,1,8,9,10,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1605489,8,4,0,0,0,2,1,3,7,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3050568,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1256719,15,2,0,29,53,71,11,45,76,110,0,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","No" +2963315,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2051605,26,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1635828,263,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1678823,7318,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1998550,156,2,153,0,100,200,43,149,241,350,94,"No",0,0.97,0.97,0,"No","No","No","No","No","No" +1278774,3,4,0,1032,1752,2592,254,824,1576,2171,224,"No",96,0.82,0.79,19,"No","No","No","Yes","No","Yes" +3228922,497,12,0,0,0,0,1,3,3,3,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1726215,435,6,0,0,0,0,1,5,13,16,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3110180,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1128797,0,8,0,3,7,16,5,15,25,31,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2093097,18,2,0,0,100,100,5,11,30,39,2,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1745213,4,8,0,30,49,66,6,15,27,47,3,"No",0,0.93,0.94,0,"No","No","Yes","Yes","No","No" +3268516,10,12,0,6,12,18,2,7,10,18,1,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1527014,47,8,0,0,0,0,3,13,37,92,1,"No",0,0.83,0.78,0,"No","No","No","Yes","No","No" +2083105,21,2,0,0,0,0,0,1,3,4,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3079470,155,2,6,0,50,100,19,52,117,170,23,"No",0,0.85,0.91,0,"No","No","No","Yes","No","No" +1638891,101,8,22,198,308,418,217,370,449,568,25,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1386957,6,2,0,16,16,16,11,19,22,22,0,"No",4,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +2862232,6,8,0,8,12,20,3,7,11,17,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1168954,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2172900,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1515362,2655,NA,0,0,0,0,0,2,2,14,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2034136,133,2,249,720,1440,2280,195,664,1288,1813,77,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2167001,2,2,0,0,10,10,1,1,1,1,1,"No",0,0.97,0.88,0,"Yes","No","No","Yes","No","Yes" +1353609,2,8,0,0,0,0,0,0,1,2,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +3009755,70,8,11,96,147,232,21,63,123,197,39,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +2220280,20,2,0,0,0,0,1,2,5,6,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1478857,4,5,0,0,2,5,0,2,3,7,2,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +1203561,17,4,0,0,0,0,0,1,2,3,0,"No",0,0.83,0.89,0,"No","No","No","Yes","No","No" +1174945,40,2,0,0,12,12,3,15,27,42,7,"No",0,0.59,0.5,0,"No","No","No","Yes","No","No" +1941627,22,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1281071,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1717542,14,8,0,18,36,54,5,19,25,45,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1987638,6,4,0,0,2,3,0,1,3,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1737343,1020,8,0,0,0,0,0,40,88,103,6,"No",0,0.95,0.8,0,"No","No","No","Yes","No","No" +1349359,54,2,60,50,150,200,30,39,113,213,0,"No",0,1,0.85,0,"No","No","No","Yes","No","Yes" +2112058,15,NA,0,0,0,0,0,0,0,0,8,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2010578,66,8,0,0,0,0,1,2,5,6,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1305519,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1822950,280,9,0,0,0,0,0,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2240288,3,12,0,2,4,6,0,3,6,7,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1801487,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2181392,29,8,0,24,48,72,9,22,44,60,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1925308,8,2,0,0,0,0,2,9,16,21,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1975953,6,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2165619,13,NA,0,0,0,0,2,4,6,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3261966,205,8,600,879,1329,1629,237,765,1386,2155,1087,"No",99,0.53,0.44,0,"No","No","Yes","Yes","No","No" +2002175,1,10,0,1,2,4,2,3,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2049254,187,8,13,560,920,1280,148,440,872,1324,142,"No",40,0.82,0.82,8,"No","No","No","Yes","No","Yes" +3069161,13,9,12,0,18,27,7,24,57,79,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3006713,25,8,0,0,0,0,0,0,5,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1746345,16,4,0,13,26,39,7,22,43,67,0,"No",0,0,0.02,0,"No","No","No","Yes","No","No" +1555987,29,2,59,223,383,551,41,117,310,494,73,"No",8,0.7,0.73,1,"No","No","No","Yes","No","No" +1884694,70,12,0,0,28,42,3,22,38,50,16,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +1300942,14,2,10,23,55,90,7,20,21,21,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2874430,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1776964,314,8,0,0,0,0,40,99,147,625,9,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2153506,37,NA,0,0,0,0,1,2,5,7,40,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1595087,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1359473,71,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1137079,0,8,0,10,10,11,6,7,7,9,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2044101,51,2,0,0,0,26,27,120,187,234,30,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2895814,103,9,0,0,0,0,0,0,0,19,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1300620,4,2,0,0,9,9,0,0,0,0,0,"No",0,0.27,0.13,0,"Yes","No","No","Yes","No","No" +2175660,2,2,0,4,6,10,3,5,7,9,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","Yes" +1985542,16,2,8,0,0,0,4,4,4,4,1,"No",0,0.5,0.33,0,"Yes","No","No","Yes","No","No" +1738149,16,8,0,0,0,0,0,0,0,2,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1463523,4,2,0,2,3,3,2,7,9,11,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +2148562,1,8,0,7,9,11,4,6,9,10,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1586187,4,2,0,0,3,8,9,16,31,35,2,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +1245692,72,4,0,40,80,140,4,6,6,6,19,"No",0,0.83,0.89,0,"No","No","Yes","Yes","No","No" +3215311,16,8,0,0,0,0,0,2,4,6,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1207149,2,8,0,1,2,4,0,2,4,4,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2892817,172,8,55,363,771,1059,98,325,729,1078,93,"No",0,0.25,0.26,2,"No","No","No","Yes","No","No" +3030874,76,4,11,26,52,78,21,75,165,239,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2844525,3,12,1,4,7,11,0,3,10,18,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2185311,6,8,0,45,70,99,8,43,68,104,0,"No",3,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2842483,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1771529,0,8,0,9,12,12,0,2,6,14,0,"No",0,0.31,0.54,0,"No","No","No","Yes","No","Yes" +3186798,2,8,0,38,70,102,9,27,56,92,0,"No",5,0.51,0.31,0,"No","No","Yes","Yes","No","No" +1315900,0,4,0,8,12,12,0,0,0,0,0,"No",0,0.82,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2985096,1101,8,550,323,644,965,133,436,935,1629,143,"No",0,0.76,0.81,0,"No","No","No","Yes","No","No" +3283834,1,8,0,4,4,6,2,6,11,13,8,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1172196,9,8,0,74,103,132,8,31,64,108,21,"No",0,0.94,0.96,0,"No","No","Yes","Yes","No","Yes" +1803461,0,12,0,30,30,30,0,0,1,3,3,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3086757,25,12,0,5,5,5,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2135094,1,8,0,1,1,2,0,0,0,2,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1383296,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1198899,8,8,0,24,48,72,15,31,50,71,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2312904,370,12,101,164,562,961,123,472,1054,1538,125,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3169236,181,2,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1296312,1,9,0,0,1,1,1,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1166310,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +3208695,9,8,0,0,2,6,1,6,16,19,2,"No",0,0.87,0.87,0,"No","No","No","Yes","No","No" +1509714,-165,2,517,566,566,566,86,114,115,115,76,"No",0,0.99,0.99,176,"No","No","No","Yes","No","Yes" +1838088,0,3,0,12,18,24,1,5,8,12,2,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","Yes" +2131412,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1486124,17,4,0,0,0,0,0,1,1,3,0,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +1114823,0,12,0,31,31,31,7,15,33,47,2,"No",3,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3043136,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2215342,63,8,2,36,90,144,22,56,96,157,35,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2200339,2,8,0,1,2,3,0,0,2,2,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","No" +2992667,106,2,48,120,240,420,47,162,314,381,52,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +3183155,63,8,2,45,81,117,23,63,118,164,28,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2063209,6,9,0,1,1,1,0,1,4,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2000502,1,9,0,4,7,10,0,10,11,12,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1284172,312,2,30,220,460,720,124,331,344,408,120,"No",0,0.94,0.75,0,"No","No","No","Yes","No","No" +2216859,1915,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1743477,12,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1826170,6,8,0,0,0,0,0,1,4,9,0,"No",0,0.98,0.95,0,"Yes","No","No","No","No","No" +1698643,24,2,0,0,0,0,1,8,13,16,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +3179875,29,2,3,12,12,12,0,2,2,2,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1632528,55,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1854555,35,12,1,20,56,74,10,30,78,113,21,"No",0,0.54,0.7,0,"No","No","No","Yes","No","No" +1664534,385,8,4,0,0,0,6,24,55,82,14,"No",0,0.07,0.2,0,"Yes","No","No","No","No","No" +1294159,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1595324,6,2,0,0,0,6,0,2,5,8,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1920140,10,8,0,18,36,54,3,18,38,56,0,"No",0,0.61,0.49,0,"No","No","No","Yes","No","No" +1710278,23,2,0,0,0,0,23,39,39,39,4,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +2080254,0,8,0,57,57,57,4,4,9,9,2,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","Yes" +1362944,558,16,588,1275,3635,5275,546,1561,3824,5649,369,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2088503,11,8,0,12,22,26,5,13,20,35,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +1494457,3060,8,0,0,0,0,31,228,624,986,309,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2946404,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1200518,54,8,24,171,234,315,22,71,105,166,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1684570,-18,2,0,34,43,51,129,129,129,129,2,"No",0,0.65,0.37,18,"No","No","No","Yes","No","Yes" +1683085,35,8,0,14,21,28,6,18,31,55,5,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1178137,4,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1136621,6,2,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2227159,22,8,0,0,0,0,0,0,0,0,2,"No",0,0.03,0.09,0,"No","No","No","Yes","No","No" +1505113,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1989640,489,2,626,0,600,1200,220,658,1235,1714,253,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1338018,328,2,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2251500,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1890278,-4,8,1,243,396,532,45,174,361,488,43,"No",11,0.61,0.61,20,"No","No","No","Yes","No","Yes" +2175354,517,13,30,0,0,0,21,80,134,214,24,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2291221,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1457816,4,4,0,18,36,52,8,20,42,48,5,"No",0,0.43,0.7,0,"No","No","No","Yes","No","Yes" +1661800,1,12,2,0,0,0,0,0,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1861162,3,2,0,0,0,0,1,1,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1337570,5,8,0,0,0,0,0,2,2,4,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1328831,11,2,0,0,0,0,2,4,6,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1469070,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3108436,11,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +2925443,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1754045,50,9,0,0,0,0,0,1,1,1,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1324386,12,2,5,7,12,18,7,17,19,19,2,"No",0,1,0.91,0,"Yes","No","Yes","Yes","No","Yes" +3096525,59,8,0,0,0,0,0,4,6,19,2,"No",0,0.63,0.68,0,"No","No","Yes","Yes","No","No" +3201437,3,2,0,6,18,30,8,11,19,25,2,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +1628658,12,0,0,126,256,371,18,88,205,332,31,"No",0,0,0,0,"No","No","No","No","No","Yes" +1430179,6,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1316804,0,8,0,6,6,8,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1517903,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","Yes","Yes","No","No" +1609919,12,9,0,0,1,4,3,3,5,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1184509,2953,8,0,0,0,0,2,4,6,6,1,"No",0,0.92,0.79,0,"No","No","No","Yes","No","No" +2888972,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","No" +1174685,144,2,16,75,150,300,36,90,174,285,41,"No",0,0.92,0.8,0,"No","No","Yes","Yes","No","No" +1235380,8,8,0,0,28,28,8,20,30,45,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1145921,118,8,0,0,0,0,0,2,6,6,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1346449,199,2,0,0,0,0,2,6,17,24,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1940926,21,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2063950,-1,NA,0,0,32,44,1,6,15,25,2,"No",0,-99,-99,1,"Yes","No","No","Yes","No","Yes" +1302287,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.68,0,"No","No","Yes","Yes","No","No" +2058424,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1881711,0,10,0,3,4,6,0,1,2,5,2,"No",1,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1978445,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +3262486,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1508476,50,8,23,17,52,87,20,52,105,177,18,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2956064,28,8,0,1674,2402,4047,543,1838,3502,4514,297,"No",0,0.7,0.71,41,"No","No","No","Yes","No","Yes" +1393830,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1308513,18,8,0,0,0,0,0,0,1,1,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +1127835,8,8,0,43,49,82,8,30,59,85,7,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1365364,20,NA,0,0,0,0,7,28,55,88,33,"No",0,-99,-99,0,"No","No","No","No","No","No" +1676673,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2205474,9,4,0,15,15,30,1,6,11,21,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1758320,431,0,14,390,630,630,36,118,245,378,50,"No",0,0,0,0,"No","No","Yes","No","No","No" +1406140,18,4,0,0,0,0,0,0,0,0,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1392860,0,4,0,10,11,11,23,55,114,159,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1430098,3,8,0,0,0,0,0,0,1,2,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1627931,562,4,356,634,1156,1678,150,437,692,772,25,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3085541,88,10,6,63,193,258,35,81,144,230,51,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +3079108,53,4,60,12,36,48,8,38,93,152,8,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1293607,4,8,1,4,11,18,4,8,12,13,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","Yes" +1437043,2,2,0,19,37,56,2,5,7,7,2,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +3133487,30,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3017140,7,2,0,0,0,3,0,1,1,1,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1971092,4,8,0,31,51,61,5,16,30,46,8,"No",0,0.3,0.3,0,"No","No","No","Yes","No","Yes" +3136726,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +3150340,137,3,0,0,0,36,0,20,30,30,1,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +1119690,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1681593,16,2,0,0,0,0,1,3,3,3,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1948251,1,8,16,0,10,20,0,21,35,37,0,"No",0,0.51,0.45,0,"No","No","Yes","Yes","No","No" +1151961,26,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2849558,22,8,0,0,13,13,0,4,13,26,4,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1225016,0,8,3,6,8,9,2,3,4,5,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","Yes" +2131825,7673,8,230,0,0,10000,705,2131,4365,7342,821,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1293695,123,NA,0,0,0,0,2,2,3,3,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2961613,64,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","Yes","Yes","No","No" +1655371,76,8,0,0,0,0,0,2,2,2,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1544940,8,2,0,0,0,0,0,1,1,1,0,"No",0,0.64,0.82,0,"Yes","No","No","Yes","No","No" +1559356,9,2,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.65,0,"Yes","No","No","Yes","No","No" +2992882,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3253758,9,2,0,0,6,12,2,9,17,22,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2821276,6,8,0,0,3,6,0,3,4,5,2,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1131809,5,8,0,7,14,14,2,8,14,16,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1227419,11,2,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1897801,50,NA,0,0,0,0,2,9,24,39,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2897384,67,8,0,0,0,0,0,2,3,3,1,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1464414,17,NA,0,0,0,0,0,3,3,3,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1636603,1,9,0,2,2,3,0,0,2,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1687813,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.93,0,"Yes","No","No","Yes","No","No" +1358940,0,2,0,9,14,16,0,0,1,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1303535,13,8,10,20,40,70,9,31,56,68,7,"No",0,0.66,0.85,0,"No","No","No","Yes","No","Yes" +1648308,19,8,0,0,20,40,3,17,32,44,2,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1407630,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1824682,5,8,0,7,14,14,2,4,11,17,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +2980741,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3124273,6,12,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2866428,0,NA,0,0,0,0,1,1,1,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1730141,4,8,0,0,0,2,1,1,2,8,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1433058,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2893389,123,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1793276,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +1254970,0,8,0,4,6,7,1,3,4,5,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1778929,5,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2862802,1,8,0,12,12,12,2,5,7,7,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +1518777,2,9,0,24,42,50,0,11,34,43,2,"No",2,0.86,0.84,0,"No","No","No","Yes","No","No" +1804841,0,2,0,5,5,5,0,0,0,0,1,"No",0,0.25,0.2,0,"Yes","No","Yes","Yes","No","Yes" +1664514,-34,12,0,1320,1800,2160,218,584,1004,1485,330,"No",120,0.78,0.78,54,"No","No","No","Yes","No","Yes" +2039858,1,3,0,9,17,29,6,21,41,49,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1737210,11,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1899362,54,8,0,0,0,0,0,0,0,4,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3217582,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.89,0,"Yes","No","No","Yes","No","No" +1456577,25,8,0,0,0,0,0,2,4,4,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1704863,0,8,0,24,36,48,0,5,14,23,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1946836,13,8,0,0,0,0,0,0,1,2,2,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1478030,6,8,0,39,57,84,10,24,41,66,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +2112145,0,2,0,4,7,7,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +1741790,2,12,0,0,0,0,0,0,0,1,2,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1571236,6,2,0,0,0,2,3,4,12,30,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1434351,47,8,1,17,26,44,6,15,36,57,15,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2123367,35,8,138,60,168,300,35,136,283,412,54,"No",0,0.04,0.03,0,"No","No","No","Yes","No","No" +1544192,4,8,3,11,23,29,5,16,29,50,1,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +1363546,19,12,0,24,48,72,5,25,74,116,3,"No",0,0.73,0.68,0,"No","No","No","Yes","No","No" +1694788,-15,3,0,32,32,32,1,12,26,29,0,"No",0,0.89,0.9,15,"No","No","No","Yes","No","Yes" +1394523,0,2,0,250,250,250,0,0,0,0,3,"No",0,0.92,0.95,0,"No","No","Yes","Yes","No","Yes" +1725643,8,8,0,24,24,24,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3083423,804,2,252,625,1375,2500,331,1012,1770,2392,261,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2972345,20,52,0,0,0,0,3,22,44,74,4,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1124551,125,8,0,124,226,352,40,120,250,379,48,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2249964,0,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1856670,364,8,0,0,0,0,0,1,9,12,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +3133298,5,8,0,0,0,0,1,2,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1199808,92,9,0,0,0,0,0,8,17,28,3,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +3178715,0,8,0,5,5,5,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1289474,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2149235,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1660407,-44,8,41,1744,2800,4488,450,1687,3007,3906,448,"No",88,0.93,0.94,46,"No","No","No","Yes","No","Yes" +2313061,101,8,3,594,894,1074,69,230,473,854,147,"No",16,0.1,0.2,0,"No","No","No","Yes","No","No" +1435369,0,8,3,62,93,118,13,40,77,119,22,"Yes",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +3211375,20,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2254393,1820,8,70,660,2160,3420,141,1191,2083,5145,180,"No",0,0.7,0.9,0,"No","No","No","Yes","No","No" +1768066,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2887108,17650,2,625,6100,10100,15100,2001,6099,11466,16594,2242,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +3164161,22,2,0,0,0,5,3,10,14,15,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1627089,25,4,0,20,40,60,15,35,69,97,2,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1425963,9,3,0,0,0,0,2,4,9,9,1,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2038809,17,4,1,2,2,6,0,2,12,29,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +3133969,0,8,0,5,8,11,6,10,10,14,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2817851,70,52,0,0,0,0,1,3,11,20,0,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +2849761,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3246303,54,8,0,0,0,0,0,6,8,17,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2026329,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1991692,4,0,0,14,28,42,2,4,10,28,3,"No",0,0,0,0,"No","No","No","No","No","Yes" +1971206,3,8,0,18,18,18,0,0,0,0,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1930341,1,8,0,12,16,24,1,5,13,17,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2836660,128,10,0,0,0,0,0,9,16,19,5,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +1529440,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1320133,4860,52,0,0,0,0,10,23,43,43,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +2206478,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1571716,20,9,0,0,0,0,0,0,10,10,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1625354,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2100836,0,2,0,40,40,60,0,0,0,0,0,"No",0,0.22,0.27,0,"No","No","No","Yes","No","Yes" +2826524,0,2,0,35,35,35,0,0,0,1,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1173617,99,8,40,0,100,150,21,42,97,135,33,"No",0,0.87,0.95,0,"No","No","No","Yes","No","No" +2233162,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","Yes","Yes","No","Yes" +1566322,3,8,0,12,24,36,7,11,26,44,4,"No",0,0.91,0.83,0,"No","No","No","Yes","No","Yes" +3142383,0,8,0,1,2,2,2,2,9,9,1,"No",0,0.54,0.73,0,"No","No","No","Yes","No","Yes" +1776318,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2086147,26,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2842816,3,12,0,2,3,4,2,3,7,9,0,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +2272862,39,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2861972,0,8,0,9,13,19,0,4,10,13,0,"No",1,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2825530,2,2,0,2,5,7,0,2,5,12,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1733627,21,9,0,0,0,0,1,2,5,7,3,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1650018,43,9,0,0,0,0,1,2,3,6,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1813909,42,9,21,18,48,72,20,47,98,159,15,"No",0,0.96,0.84,0,"No","No","No","Yes","No","No" +2048495,0,8,0,31,54,81,0,0,0,0,0,"No",13,0.95,0.96,1,"No","No","No","Yes","No","Yes" +2881349,0,8,0,4,5,7,1,7,9,11,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +1240261,62,2,0,0,0,0,4,7,59,59,3,"No",0,0.82,0.62,0,"Yes","No","No","Yes","No","No" +2896504,88,2,0,0,0,0,12,12,12,12,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +2211419,15,8,1,67,92,142,12,66,93,110,18,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1654160,40,NA,0,0,0,0,0,0,1,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1849752,31,4,0,0,16,20,3,15,36,58,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1632178,35,8,0,0,0,0,0,1,1,1,0,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +2106073,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1241318,28,13,0,0,0,0,0,2,2,2,2,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1895524,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.84,0,"No","No","No","Yes","No","No" +1214959,6,4,0,2,6,8,1,6,7,7,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1217289,19,8,15,54,92,140,18,55,105,141,42,"No",0,0.66,0.85,3,"No","No","No","Yes","No","No" +1995584,25,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.96,0,"Yes","No","Yes","Yes","No","No" +3052744,0,8,0,10,17,25,2,3,6,11,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2815723,10,8,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1607915,7,8,0,0,0,0,0,0,0,3,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2115250,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1318299,576,12,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.63,0,"No","No","No","Yes","No","No" +1226836,0,12,0,11,15,19,3,8,16,23,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1739411,16,2,0,23,46,69,5,19,47,76,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3050565,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2092318,11058,4,2550,13730,27750,45020,5065,15683,30644,48133,3112,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1501760,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3177044,45,8,1,64,64,64,1,12,39,59,23,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1775068,78,2,9,100,200,300,20,68,123,211,28,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1194949,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1455827,3,2,0,22,44,44,4,17,39,57,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1742119,5,3,0,0,0,0,3,10,10,10,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1441718,132,NA,0,0,0,0,7,56,157,217,4,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2988290,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2980238,24,8,0,0,0,0,2,3,4,7,4,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +1725218,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3103982,12,12,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1266402,10,8,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.74,0,"Yes","No","Yes","Yes","No","No" +1121028,24,9,0,20,40,60,9,23,45,81,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1289867,56,8,12,80,180,252,26,106,206,307,16,"No",12,0.64,0.69,0,"No","No","No","Yes","No","No" +1767113,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1778218,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2852509,17,8,1,48,81,81,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1135149,539,8,81,452,932,1412,148,466,943,1514,180,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1220635,5,8,0,0,2,6,1,4,5,7,2,"No",0,0.86,0.81,0,"No","No","Yes","Yes","No","No" +1718159,24,9,20,0,0,0,7,14,24,43,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1851395,1615,8,0,0,0,0,16,121,269,321,2,"No",0,0.93,0.84,0,"No","No","Yes","No","No","No" +1281203,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2169437,1395,8,1314,13314,21714,31794,840,7523,11457,17137,2872,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2275090,261,10,0,0,0,0,0,1,1,2,1,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +2828998,2429,8,0,0,0,0,2,2,3,4,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3098676,4,8,0,10,10,10,2,3,12,13,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3241694,0,8,0,2,2,2,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1249528,7770,NA,0,0,0,0,1,3,8,13,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2824502,541,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1987818,28,8,0,30,30,60,4,14,40,49,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2962490,69,8,0,0,0,0,1,2,3,3,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1638527,4,2,0,0,5,5,1,1,4,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1798333,202,8,176,477,797,1117,162,380,745,1204,153,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +2178438,0,NA,0,0,0,0,17,135,171,189,207,"No",0,-99,-99,11,"No","No","No","Yes","Yes","No" +1305160,23,8,0,0,14,28,7,15,32,55,21,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2179889,9,2,0,35,63,77,10,26,36,86,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1738573,111,2,0,0,0,0,3,11,24,98,7,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1677094,-17,6,29,83,112,141,11,91,212,268,39,"No",0,0.78,0.78,17,"No","No","No","Yes","No","Yes" +3265312,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +2053244,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.74,0,"Yes","No","No","Yes","No","No" +1507227,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2059862,6,2,0,28,52,82,7,17,21,21,5,"No",2,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2817874,4,8,0,0,0,0,1,3,3,3,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2907892,13,2,16,19,38,57,3,11,28,49,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2092427,164,8,0,0,0,0,2,6,8,11,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +3277462,187,8,19,180,270,450,45,138,258,445,1064,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1983229,40,4,0,164,364,639,70,274,473,551,62,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1289932,903,2,0,0,0,0,10,45,57,98,5,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1903451,0,8,0,16,29,39,1,13,17,30,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","Yes" +1491216,29,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1684788,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3104805,17,4,0,0,0,0,1,2,6,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1218547,1,8,0,12,17,26,11,19,30,42,5,"No",0,1,0.98,0,"No","No","Yes","Yes","No","Yes" +2988896,3,2,0,10,15,20,3,13,22,25,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2178566,29,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2303528,23,9,0,0,8,16,4,9,27,44,3,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +2988373,417,4,0,0,0,0,1,5,13,20,2,"No",0,0.63,0.57,0,"Yes","No","Yes","Yes","No","No" +2827773,124,8,65,256,480,720,92,264,544,820,69,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2116658,0,14,0,80,100,120,11,39,78,114,16,"No",0,0.46,0.38,0,"No","No","No","Yes","No","Yes" +1518119,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1303195,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1874695,15,8,0,0,16,32,0,10,29,47,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1634551,29,8,0,0,0,0,2,4,7,10,7,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1486511,38,2,0,60,120,180,19,48,73,89,0,"No",0,0.24,0.31,0,"Yes","No","No","Yes","No","Yes" +2126377,10,12,0,0,0,0,0,1,3,4,0,"No",0,0.74,0.71,0,"No","No","Yes","Yes","No","No" +2093458,10,9,0,12,18,18,7,16,21,31,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2153719,2,2,0,0,4,4,0,0,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3230626,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2207041,27,8,0,200,280,440,102,244,383,429,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1943467,9,2,0,4,12,20,3,8,10,14,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +2185196,32,8,7,12,30,54,6,22,56,72,16,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1576048,815,8,350,1750,3150,3150,181,730,1838,3634,278,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3117527,52,8,0,0,0,0,5,11,22,28,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2107083,0,2,4,4,14,14,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3023936,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2823874,1,8,0,0,0,2,1,7,9,12,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","Yes" +2806092,0,8,0,3,5,7,1,4,5,6,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1338509,27,12,0,0,0,0,2,3,9,10,17,"No",0,0.74,0.72,0,"No","No","No","Yes","No","No" +1307125,-15,8,0,569,932,1370,114,423,945,1366,96,"No",33,0.48,0.53,22,"No","No","No","Yes","No","Yes" +3187499,51,12,13,49,82,126,15,44,102,135,17,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3119286,6,2,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1829569,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1403428,19,2,0,0,0,0,2,2,6,14,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1927261,3035,8,0,0,0,0,28,94,147,325,77,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1860562,489,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1702090,232,6,72,360,720,1080,108,367,776,1178,99,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1486027,6,2,0,0,6,12,4,9,13,14,0,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","Yes" +1770417,138,8,21,60,180,300,29,102,202,322,53,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2127051,0,2,0,6,6,6,0,2,3,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1895688,78,9,7,1,1,1,6,19,29,42,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1315769,21,12,0,0,0,0,1,5,11,23,1,"No",0,0.93,0.94,0,"No","No","Yes","Yes","No","No" +1640064,0,2,0,5,5,6,0,4,6,10,0,"No",0,0.28,0.28,0,"No","No","No","Yes","No","Yes" +2826184,1154,8,811,0,0,0,51,154,277,432,72,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2177104,77,8,4,0,180,180,10,25,47,84,18,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3145180,20,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3025800,696,NA,0,0,0,0,0,1,1,3,8,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3211544,2,2,0,0,3,3,1,1,3,6,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2827854,0,4,0,28,28,28,1,3,3,9,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1585773,586,8,76,1428,2448,3468,513,1254,2101,3508,253,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +3033931,12,8,6,18,36,36,5,17,30,58,5,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1910007,2321,2,693,3432,4662,5892,658,1805,3173,5081,1315,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1294729,9,8,0,34,34,34,4,9,24,35,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","Yes" +1318992,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.79,0,"Yes","No","No","Yes","No","Yes" +1629326,16,4,0,0,0,0,1,1,1,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1726581,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1595511,19,4,0,0,0,0,0,1,1,4,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2182102,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +1515588,195,8,79,75,250,400,53,233,513,814,328,"No",0,0.7,0.65,0,"No","No","Yes","Yes","No","No" +2865991,73,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","No","No","No" +1243488,10,0,0,0,0,2,0,4,5,8,3,"No",0,0,0,0,"No","No","No","No","No","No" +1162139,0,9,0,23,38,56,6,19,31,42,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1261985,11,12,0,0,0,0,1,2,5,14,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1837351,359,NA,0,0,0,0,16,65,120,202,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2897969,1,8,0,13,19,25,4,7,11,21,2,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1183465,8,8,0,0,0,0,0,1,3,3,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1400540,0,NA,0,0,0,0,40,40,80,93,22,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2973838,149,8,0,0,0,0,3,6,8,9,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +2974255,0,12,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2068454,18,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3133887,62,12,0,0,0,0,11,26,43,78,17,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1652584,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1743053,595,8,0,0,0,0,6,42,77,119,21,"No",0,0.22,0.4,0,"No","No","No","Yes","No","No" +1331243,68,8,0,0,0,17,0,16,20,37,32,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1364679,376,4,0,0,0,0,3,10,32,45,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2041634,1,12,0,7,7,7,0,0,6,7,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1432448,0,2,0,26,51,86,17,31,56,78,0,"No",0,0.91,0.91,4,"No","No","No","Yes","No","Yes" +1607592,183,8,0,0,0,0,1,1,4,6,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +2072254,4,8,0,2,4,8,0,1,7,17,3,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1966097,9,2,0,26,53,90,1,3,3,3,1,"No",0,0.83,0.75,0,"No","No","No","Yes","No","No" +1629661,13,8,0,643,643,643,9,18,44,58,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1495993,31,2,0,0,0,0,1,1,3,10,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +2292017,7,8,0,9,21,42,16,39,68,94,10,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1630150,524,2,0,0,0,0,15,15,92,136,0,"No",0,0.5,0.72,0,"No","No","No","Yes","No","No" +1169175,11,12,0,81,98,108,4,14,38,67,10,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +2837032,205,8,50,0,0,0,9,30,67,155,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1304604,15,12,0,0,0,0,0,0,2,3,0,"No",0,0.07,0.27,0,"No","No","No","Yes","No","No" +1786679,30,14,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2043943,8,2,0,0,0,0,1,1,8,8,2,"No",0,0.79,0.68,0,"Yes","No","No","Yes","No","No" +1207740,2,8,0,1,2,3,0,1,2,5,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2201372,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.66,0,"Yes","No","No","Yes","No","No" +1446883,6,2,12,0,0,0,0,0,0,0,1,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +2121257,54,16,0,621,847,1333,140,522,849,1051,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1869844,383,2,0,0,0,0,2,10,18,40,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +2308092,157,8,0,0,0,0,0,0,1,3,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2159350,21,2,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2952212,107,8,4,252,252,378,40,125,211,333,66,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3021891,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1428163,0,4,0,12,12,12,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2172534,6,8,0,32,70,99,12,33,69,99,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +2808113,388,2,26,336,672,1008,99,309,330,331,143,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +3278481,64,8,38,87,137,212,53,245,325,397,71,"No",20,0.16,0.1,2,"No","No","Yes","Yes","No","No" +2977588,8,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1543267,26,8,0,0,12,25,0,28,41,58,30,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1238637,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1282474,-29,8,656,984,1752,3032,166,707,1662,2486,353,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1411927,659,NA,0,31,434,605,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1883499,1,8,0,1,3,4,2,3,4,5,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1608828,87,8,19,333,592,745,82,264,475,782,1529,"No",22,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1429178,0,2,0,456,832,1197,5,11,11,11,39,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1953696,11,8,0,0,0,0,1,5,11,26,3,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1633276,136,8,0,208,308,408,54,145,286,443,49,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2173925,5,2,0,1,3,3,0,0,0,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1560271,9,8,0,0,0,0,0,2,2,2,1,"No",0,0.73,0.72,0,"No","No","No","Yes","No","No" +1331466,10,8,0,0,0,0,0,1,4,5,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3222450,18,NA,0,0,0,0,0,0,3,3,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2281735,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2936246,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2218765,55,8,14,35,68,90,13,45,97,147,56,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3203921,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1361250,272,2,0,180,360,495,156,312,453,670,91,"No",0,0.92,0.95,4,"No","No","No","Yes","No","No" +2211155,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3119820,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3170250,1714,8,0,0,0,0,8,97,961,1654,408,"No",0,0.78,0.62,0,"No","No","No","Yes","No","No" +1533990,187,4,44,19,149,179,7,89,309,401,38,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2925863,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.73,0.73,0,"Yes","No","No","Yes","No","No" +1639146,36,52,0,0,0,0,1,1,2,6,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3254602,15,4,10,20,30,40,2,8,10,17,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1278185,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1360575,10,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +1622785,152,8,0,168,168,336,31,79,184,272,89,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1775996,3,8,0,2,2,6,2,6,9,12,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +2041180,5,8,0,6,12,12,1,5,9,14,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2926969,10,NA,0,0,0,0,0,1,1,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1329189,7,4,0,7,12,15,4,9,14,19,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +3133186,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2090231,1,8,0,7,17,22,4,9,14,19,0,"No",0,0.88,0.95,0,"No","No","No","Yes","No","Yes" +3227974,257,8,42,400,640,920,129,317,596,925,110,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1913831,3,4,3,4,9,12,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1202782,48,9,0,0,0,0,0,0,4,20,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2174280,28,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1744409,39,2,6,108,144,180,41,69,99,110,36,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1333926,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1967865,3,2,0,7,14,14,0,4,6,6,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2848950,77,2,0,0,0,0,0,1,1,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1989115,17,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1791247,199,12,0,0,0,0,0,0,1,1,2,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +1512793,239,8,71,150,400,600,67,272,591,888,96,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1812333,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.85,0,"Yes","No","No","Yes","No","No" +1835407,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","No" +1540947,57,8,2,37,74,111,9,21,51,94,19,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +2034495,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","Yes","Yes","No","No" +1464500,5,2,0,0,1,1,1,4,5,11,0,"No",0,0.5,0.25,0,"Yes","No","No","Yes","No","Yes" +3261879,7,8,0,0,0,0,0,2,3,3,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +3159556,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.53,0,"No","No","No","Yes","No","No" +1158736,4081,12,0,0,0,0,23,67,134,222,22,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1165451,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1797243,2,9,0,1,2,4,1,2,3,10,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1370846,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1875357,0,8,0,3,4,6,0,2,3,3,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +2013114,11,8,0,0,0,0,3,5,5,5,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3096321,642,NA,0,0,0,0,6,14,22,32,20,"No",0,-99,-99,0,"No","No","No","No","No","No" +2023080,9,8,2,50,80,120,7,25,50,58,5,"No",3,0.43,0.46,0,"Yes","No","No","Yes","No","Yes" +1356124,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1531058,1,8,0,2,2,3,0,2,2,3,0,"No",1,0.34,0.39,0,"Yes","No","Yes","No","No","No" +1381175,0,9,0,4,5,5,2,11,14,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3034640,25,2,13,25,61,85,12,42,84,126,16,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1612575,64,8,26,60,130,210,25,80,154,217,22,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +1938965,10,12,0,12,24,24,2,9,16,26,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1743219,17,8,0,0,0,0,2,5,11,19,3,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2176929,397,4,0,0,0,0,0,0,102,102,6,"No",0,0,0,0,"No","No","No","Yes","No","No" +2945629,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1982458,125,8,0,0,0,0,0,0,1,3,2,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +3203592,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1881882,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2902352,25,8,0,0,0,9,0,5,8,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2269026,66,8,0,0,0,0,8,27,30,32,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2887893,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +2098171,257,4,0,0,0,0,1,3,5,9,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1834740,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2092040,195,8,3,17,97,161,15,75,157,215,51,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1780741,121,8,0,0,0,0,3,7,15,21,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2929293,152,8,30,200,400,500,53,154,402,652,66,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1517433,149,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2989858,43,2,0,0,0,0,1,1,1,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1111623,0,8,0,2,3,5,0,3,3,3,2,"No",0,0.68,0.58,0,"No","No","Yes","Yes","No","Yes" +1835270,19,NA,0,0,0,0,2,6,16,27,6,"No",0,-99,-99,0,"No","No","No","No","No","No" +1818152,424,8,111,650,1513,2400,168,725,1822,2623,195,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1989715,24,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1382118,71,52,0,0,0,0,3,7,10,18,2,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2266787,209,2,8,440,896,1376,119,429,770,969,46,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" 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+1512942,11,2,0,0,1,5,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +2256937,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3054189,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1533629,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2819937,136,8,3,56,112,168,11,48,123,198,51,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3018643,79,8,0,0,0,0,10,25,43,74,5,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1909496,13,2,0,10,20,20,2,7,16,34,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2871527,985,2,0,0,0,0,1,1,2,10,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1362892,31,8,11,8,58,98,4,25,65,104,0,"No",0,1,1,0,"No","No","Yes","Yes","No","Yes" +2893780,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1739005,17,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+1816012,12,0,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","No","No","No" +1649042,8,8,19,25,49,49,4,17,36,64,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1378800,10,8,0,0,0,3,1,3,7,8,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1444643,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"Yes","No","Yes","Yes","No","No" +2087295,0,3,0,16,16,16,3,4,9,10,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1271795,49,8,0,0,0,0,2,3,8,18,1,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1762803,1,4,0,6,8,12,6,11,14,18,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1804847,2661,12,0,0,0,0,15,26,288,748,21,"No",0,-99,0.25,0,"No","No","Yes","No","No","No" +3238019,149,12,0,0,0,0,0,0,0,0,3,"No",0,0.68,0.68,0,"No","No","Yes","Yes","No","No" +1478212,0,14,0,12,12,12,0,0,1,3,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1937438,3,12,0,0,0,0,0,0,2,2,2,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +2920364,3944,12,37,0,0,0,57,281,598,723,127,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1995996,0,0,0,25,49,57,0,0,0,0,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1770950,748,9,0,0,0,0,34,52,119,176,41,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +2891962,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3252314,170,8,64,144,318,490,45,172,340,488,97,"No",17,0.96,0.96,0,"No","No","No","Yes","No","No" +2022630,421,2,61,730,1529,2420,181,715,1450,2096,200,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1380844,2,2,4,21,41,55,9,24,34,61,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1955252,0,2,0,6,12,18,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1610344,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2170989,59,2,0,25,25,50,7,37,72,114,19,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1634644,27,8,0,0,0,0,0,2,8,12,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2090131,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1691812,16,4,7,15,30,42,6,13,22,45,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1693735,72,13,69,54,122,208,14,58,130,190,40,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1260251,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1349161,121,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3204674,0,2,0,57,87,127,9,10,12,12,0,"No",11,0.96,0.92,0,"No","No","No","No","No","No" +1915071,1,8,0,2,4,5,1,3,3,7,0,"No",0,0.78,0.86,0,"No","No","Yes","Yes","No","Yes" +2140152,2,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1354977,6,8,0,10,20,30,3,4,10,27,2,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2261151,408,8,187,345,662,917,50,149,245,253,91,"No",22,0.86,0.79,0,"Yes","No","No","Yes","No","No" +1620898,12,8,0,0,0,0,0,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1910415,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2017287,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2303705,6,2,0,25,50,75,5,24,61,87,2,"No",0,0.79,0.7,0,"No","No","No","Yes","No","Yes" +2130243,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","Yes","Yes","No","No" +2988564,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.25,0.31,0,"Yes","No","Yes","Yes","No","No" +2247357,6,2,0,0,0,1,0,0,5,5,0,"No",0,0.15,0.09,0,"No","No","Yes","Yes","No","No" +1635980,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2030993,5,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2902281,476,8,128,288,600,936,145,407,907,1427,412,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1185113,325,8,225,480,1080,1621,157,560,1105,1626,183,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1111955,106,2,0,0,0,0,0,2,3,4,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2244806,756,2,25,0,0,0,79,308,490,559,41,"No",0,0.75,0.89,0,"No","No","No","Yes","No","No" +2909069,5,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1431651,23,2,0,0,0,0,1,1,1,1,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2130804,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","No" +1386067,1,8,0,59,84,109,6,26,43,66,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2876240,-1,9,0,11,11,36,0,19,23,28,3,"No",0,0.58,0.45,1,"No","No","No","Yes","No","Yes" +1615770,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2904681,0,9,0,5,8,11,0,3,5,7,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1793004,7,2,0,0,5,5,0,0,5,11,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2913982,41,8,0,0,0,0,0,0,1,1,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1304597,1,12,0,3,3,3,0,1,3,8,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1711159,111,8,0,0,0,0,2,12,32,54,2,"No",0,0.24,0.28,0,"No","No","No","No","No","No" +3215484,171,6,0,0,0,0,1,2,6,6,18,"No",0,0.58,0.45,0,"No","No","Yes","Yes","No","No" +3014322,2,8,0,1,3,5,1,2,3,6,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2083923,17,8,0,0,0,18,1,5,10,19,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2255242,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +1907212,0,8,0,3,5,6,1,4,4,5,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2110864,0,8,0,24,24,24,0,3,8,12,1,"No",0,0.13,0.17,0,"No","No","No","Yes","No","No" +1401593,1,8,0,8,8,8,3,8,11,13,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1346503,81,8,0,0,50,100,6,27,85,160,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3260097,11,2,0,0,0,0,0,0,1,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1847952,6,4,0,0,0,0,2,4,5,9,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1654208,1098,52,0,0,0,0,14,87,191,265,26,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +1726378,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2007287,8,8,0,76,130,200,21,78,140,199,28,"No",4,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2233922,58,2,0,0,0,50,0,16,27,44,2,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +3144704,106,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1965992,15,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1651045,41,NA,0,0,0,0,5,8,13,19,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1249480,0,2,2,1,2,3,0,2,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1226632,0,8,0,4,6,7,1,3,5,6,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +3011166,17,8,0,8,8,12,1,3,14,26,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2157826,12,4,0,0,0,0,0,8,17,29,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1462985,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1870761,220,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2804218,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1496183,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1126890,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2157239,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1157093,8,2,5,10,25,40,11,17,34,47,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3054716,40,9,0,0,0,3,5,11,23,32,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2198832,2,8,0,34,51,71,1,16,27,36,1,"No",0,0.65,0.86,0,"No","No","No","Yes","No","Yes" +1697692,1030,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.79,0,"No","No","No","Yes","No","No" +3069920,2,12,0,2,2,4,0,1,3,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1832215,567,9,1,0,0,0,8,25,74,250,29,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +2919581,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2185681,19,5,0,10,30,50,6,16,32,57,6,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +2911494,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1348008,286,8,0,0,0,0,8,27,51,75,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1709398,900,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1699497,0,8,0,100,100,100,6,17,37,56,5,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2157025,3,12,0,1,1,1,0,0,1,3,0,"No",1,0.73,0.76,0,"No","No","No","Yes","No","No" +2943895,115,8,3,91,159,227,20,68,130,196,27,"No",0,0.27,0.17,0,"No","No","No","Yes","No","No" +2864746,0,16,0,12,12,12,0,1,1,5,2,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1198670,217,4,33,69,209,278,33,110,193,285,44,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1641459,128,12,0,0,0,20,2,31,77,112,13,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1228911,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3230602,253,8,0,120,120,120,31,112,271,461,57,"No",0,0.53,0.72,0,"No","No","No","Yes","No","No" +1717803,0,8,0,4,8,15,5,14,26,32,55,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +2976856,8,8,2,3,10,15,3,6,12,20,1,"No",0,0.38,0.38,0,"No","No","No","Yes","No","No" +2085973,5,9,0,0,0,1,1,1,2,4,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1463108,118,8,0,0,0,0,0,1,1,2,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +3043325,62,2,0,0,0,0,1,2,4,4,1,"No",0,0.45,0.4,0,"No","No","No","Yes","No","No" +1395737,12,10,0,0,6,12,0,2,9,13,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1776798,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1317071,11,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3187868,566,16,4,220,220,440,47,198,486,767,389,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +3025084,116,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3233202,674,12,140,175,680,1225,372,963,1940,2909,78,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +3034478,0,2,0,53,53,53,0,4,4,4,0,"No",0,1,0.33,0,"Yes","No","No","Yes","No","Yes" +1601256,26,8,0,0,0,0,1,10,30,42,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3098711,12,2,0,89,143,206,25,50,67,78,0,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +1231526,18,8,2,76,163,242,19,64,117,170,0,"No",5,0.7,0.75,0,"No","No","Yes","Yes","No","Yes" +1417139,57,8,0,17,17,17,4,20,51,83,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1155328,137,8,0,0,0,0,0,11,26,32,2,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3213821,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1335406,100,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1833071,0,8,0,3,4,5,0,2,4,5,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +2002204,13,2,0,5,20,35,1,2,2,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1417546,45,12,35,144,184,256,27,182,276,340,34,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1194822,4,8,0,0,0,0,1,1,4,7,1,"No",0,0.87,0.87,0,"No","No","No","Yes","No","No" +2908432,28,2,20,20,20,60,3,26,37,51,7,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1173509,70,8,24,57,133,190,25,80,155,228,43,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2294056,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1979233,68,12,0,0,0,0,5,8,24,40,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3043092,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1795893,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1500594,13,13,0,0,0,0,1,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2000908,998,NA,0,0,0,0,11,35,137,176,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3026014,91,8,0,0,0,0,0,0,3,7,2,"No",0,-99,0.67,0,"No","No","No","Yes","No","No" +2241053,2764,8,1620,3600,6000,7200,1145,3016,5719,9709,1253,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1890910,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2255892,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1603776,412,8,0,0,350,350,31,94,192,380,67,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1703782,729,8,1086,1867,2497,3274,517,1595,2969,4272,253,"No",81,0,0,0,"No","No","No","Yes","No","No" +2199193,0,12,0,6,6,6,0,1,1,1,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","Yes" +1888621,60,2,0,0,0,0,2,6,21,23,13,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2177424,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +3044274,11,2,0,0,0,1,1,1,1,1,0,"No",0,0.15,0.18,0,"Yes","No","No","Yes","No","No" +1404952,3,2,0,0,0,0,6,15,24,35,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2912494,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","No" +2268447,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1279396,7,2,0,5,10,15,1,8,16,20,2,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1785916,165,9,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1928279,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2259960,23,6,1,36,54,78,24,42,87,166,19,"No",12,0.73,0.76,0,"No","No","No","Yes","No","No" +3227035,10,8,0,0,0,0,0,5,5,5,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1457766,2,2,0,0,2,3,0,1,1,1,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +3080005,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +2193258,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3254145,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2992074,71,8,0,0,0,0,1,3,3,6,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2315472,622,8,375,1140,2388,3636,367,1601,3292,5005,310,"No",0,0.86,0.68,0,"No","No","No","Yes","No","No" +3242704,14,12,0,40,40,40,0,0,0,0,0,"No",0,0.27,0.26,0,"Yes","No","No","No","No","No" +1506855,51,2,0,0,0,162,6,24,49,49,0,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1840635,0,8,0,0,0,0,0,4,4,4,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1421714,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"Yes","No","No","No","No","No" +1703789,2488,12,0,0,0,0,0,0,8,8,0,"No",0,0.38,0.47,0,"No","No","No","No","No","No" +1850501,9,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2979961,18,8,0,0,0,0,0,2,4,4,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +2976672,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +1900531,10,3,6,10,20,30,5,13,22,40,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2266675,2,12,0,0,0,0,0,0,0,2,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2810012,0,2,0,13,13,13,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","Yes" +3260634,32,52,0,0,0,0,0,3,18,20,1,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +2891731,56,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1489937,172,4,0,0,0,0,3,12,22,25,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1846150,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2029958,0,2,0,6,9,9,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +2826687,3,2,0,1,4,6,0,2,6,6,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2829901,10,12,0,0,0,0,0,0,1,2,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1399994,115,8,17,99,228,338,25,111,238,360,67,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1750825,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +1631852,85,8,0,0,0,0,1,8,19,31,6,"No",0,0.75,0.72,0,"Yes","No","No","Yes","No","No" +1675977,183,8,96,350,640,939,189,353,612,867,101,"No",0,0.95,0.97,38,"No","No","No","Yes","No","No" +3260391,4577,2,0,3112,7780,10892,786,3325,7296,10495,1150,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +2874702,7,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1151874,3,9,0,0,0,1,1,1,3,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2940086,198,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +1430831,6,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3100179,92,8,0,0,0,0,2,5,14,28,9,"No",0,0.9,0.92,0,"Yes","No","Yes","Yes","No","No" +2938893,21,8,0,0,0,0,2,3,8,12,1,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1695677,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3081215,25,8,0,40,80,120,7,22,60,98,12,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2995257,55,12,0,0,0,20,10,20,32,53,11,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2264694,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.74,0,"No","No","No","Yes","No","No" +1604933,69,8,0,0,0,0,6,23,62,97,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +2064740,229,8,130,645,1245,1924,156,558,1046,1521,181,"No",0,0.97,0.84,0,"No","No","No","Yes","No","No" +1942362,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1335794,0,2,0,18,34,50,10,23,48,66,2,"No",10,0.19,0.16,0,"No","No","No","Yes","No","Yes" +1664891,5,2,0,0,0,0,1,2,2,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2906522,0,2,0,1,1,1,1,1,1,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2281397,38,2,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.86,0,"No","No","No","Yes","No","No" +2270122,29,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2810430,0,8,0,10,10,10,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2802175,4,8,0,28,48,62,6,20,31,46,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2124110,142,8,96,0,100,200,22,71,154,218,31,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1523306,47,2,3,0,0,4,1,13,27,35,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3263186,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2060592,77,8,0,0,0,0,2,5,13,15,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1257513,6664,2,0,3940,10240,15280,1852,5262,10838,15734,1259,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1770317,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1330171,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2185674,18,8,0,28,51,80,8,25,50,79,11,"No",3,0.76,0.84,0,"No","No","Yes","Yes","No","No" +1712183,1,8,0,1,1,1,0,0,1,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2034961,68,8,0,107,227,347,19,98,197,296,14,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" 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+1963755,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1284555,3,8,0,0,0,1,0,1,1,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2027757,86,16,0,49,89,154,9,37,90,138,35,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2935950,6,8,0,0,0,0,1,1,2,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2812698,5,2,0,0,0,0,0,0,3,3,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1722592,116,8,17,144,311,455,56,157,412,658,105,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +3004902,7,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3270767,7919,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1935316,-102,0,0,112,119,125,4,147,150,150,0,"No",0,0.93,0.86,103,"No","No","No","No","No","Yes" +2201502,9,8,0,93,117,129,7,17,39,56,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1245179,11,8,0,0,0,0,0,0,1,2,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2278118,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2297165,37,2,0,0,0,0,2,3,6,7,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1709097,107,8,0,40,40,120,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2158716,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1579769,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.86,0.74,0,"No","No","No","Yes","No","No" +1672625,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +3125865,71,2,0,0,0,0,10,20,25,29,0,"No",0,0.83,0.79,0,"Yes","No","No","Yes","No","No" +1623352,11,2,0,0,0,2,1,1,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2144879,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +3156701,219,8,0,68,136,136,25,62,139,220,18,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1695494,42,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.32,0,"No","No","Yes","Yes","No","No" +3140936,18,4,0,0,0,0,1,5,5,5,1,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +1461047,1,8,0,5,10,15,2,5,7,9,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1454938,276,12,0,0,0,0,0,2,19,24,10,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1148273,5,8,0,0,0,0,0,2,3,3,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2068559,1626,8,995,1024,2048,3072,555,1473,2787,3933,463,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1604632,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2106971,41,9,1,40,81,122,18,53,81,118,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1742380,83,8,0,15,33,67,11,47,106,176,16,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +2260084,1467,8,195,0,1250,1250,212,661,1271,2071,243,"No",0,1,1,0,"No","No","No","Yes","No","No" +2252185,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.95,0,"No","No","Yes","Yes","No","No" +1571501,26,2,0,0,0,0,1,3,3,3,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +2803450,72,8,12,20,28,52,16,33,55,90,36,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1121582,79,8,0,0,0,0,0,0,4,5,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1847618,2,2,0,1,2,3,0,1,2,4,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1673708,113,8,0,0,0,0,1,6,8,14,2,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3113360,5,8,0,5,10,20,0,4,9,15,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1190404,37,8,68,220,452,724,75,256,447,697,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2173881,14,4,0,8,8,24,1,6,19,29,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1932240,3,8,1,35,53,89,4,20,36,54,5,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +1526226,985,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +2936515,352,8,0,0,0,133,36,125,228,355,60,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1464612,6,8,0,0,0,0,2,3,8,16,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1794270,82,8,26,120,198,328,39,113,206,309,50,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2991878,195,8,106,190,394,656,77,258,490,752,74,"No",0,0.95,0.95,1,"No","No","No","Yes","No","No" +2087475,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2898260,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +1812222,750,2,0,0,0,0,6,11,84,103,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1455155,841,NA,1,0,0,0,11,34,79,132,21,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2083538,14270,8,360,11750,23000,31250,305,1025,1745,2533,538,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1121988,815,8,0,0,0,0,1,2,6,8,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1615397,32,2,0,25,50,75,5,24,48,69,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +2156322,6,8,0,0,0,2,0,1,2,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1446282,8,9,0,0,0,0,0,1,2,3,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1702121,16,2,0,50,80,110,7,32,64,95,27,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +1697759,1,8,0,4,6,7,2,3,5,5,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1768146,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2179339,4,8,0,5,8,11,0,3,4,12,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +2014587,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3205448,10,4,0,0,0,0,0,0,0,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3062619,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2197161,25,8,0,0,0,0,0,1,2,2,0,"No",0,0.92,0.65,0,"Yes","No","No","Yes","No","No" +1456146,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +3261573,20,2,42,90,174,249,27,61,64,64,16,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1567405,6,2,1,0,0,0,6,20,23,23,2,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","Yes" +1491287,341,8,16,23,111,258,31,186,435,728,177,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1263390,8,2,0,10,20,20,2,5,7,10,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1694597,45,3,0,0,0,0,0,0,1,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1824872,1,8,0,2,4,6,1,3,6,7,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3041319,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1605183,79,2,28,716,1222,1834,99,99,99,99,67,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +1316538,6,2,0,0,0,2,0,3,8,11,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2818210,52,2,2,105,180,285,21,87,137,198,49,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1798411,14,2,7,15,45,60,2,14,28,52,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1776657,3,4,0,0,0,0,3,6,8,8,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +2996935,15,8,4,55,71,87,20,32,51,71,19,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1958356,16,8,23,23,53,53,17,38,63,85,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1220082,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.1,0,"No","No","No","Yes","No","No" +3041550,136,8,0,0,0,0,0,2,2,2,1,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +3138844,1,8,0,23,37,51,6,20,34,53,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1987420,5,2,0,7,7,7,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1518896,10,2,0,184,184,184,0,0,0,0,0,"No",0,0.84,0.82,0,"Yes","No","No","Yes","No","No" +3159867,1,8,0,2,4,6,1,2,5,5,1,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1832766,38,8,0,0,0,0,15,27,59,83,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1813137,302,8,24,592,1120,1604,161,605,1226,2062,58,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2207387,87,8,0,0,0,0,0,0,3,10,1,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1547723,29,8,0,0,16,16,7,12,35,52,2,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +3264921,0,2,0,12,18,18,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","Yes","Yes","No","No" +3267559,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1661350,162,8,60,90,150,270,43,132,306,479,47,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1717863,16,8,0,0,0,0,0,1,9,20,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1682429,12,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3118897,110,8,0,0,0,0,0,0,0,1,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3160180,98,8,0,0,0,0,3,3,5,7,2,"No",0,0.96,0.98,0,"Yes","No","Yes","Yes","No","No" +1774529,0,2,0,25,46,52,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2242436,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1267291,4,9,0,0,0,0,1,2,2,2,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1958988,2,8,0,197,305,425,36,128,270,423,27,"No",1,0.79,0.66,2,"No","No","No","Yes","No","Yes" +1673527,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2238311,253,22,0,10,10,10,20,42,81,107,19,"No",0,0.93,0.86,0,"Yes","No","No","Yes","No","No" +1874414,45,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.73,0,"No","No","Yes","Yes","No","No" +1935895,0,8,0,5,6,6,0,0,0,3,0,"No",2,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +2089428,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2162575,5,12,0,0,0,0,0,0,0,2,0,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","No" +2999029,82,8,0,0,0,0,2,6,6,14,2,"No",0,0.8,0.86,0,"No","No","Yes","Yes","No","No" +1922848,2649,8,100,0,0,0,222,2406,3417,5633,98,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2034780,214,8,0,0,0,0,5,11,25,34,2,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1636571,9,2,0,0,16,16,2,10,17,23,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1737889,96,8,0,0,0,0,4,10,16,37,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1877819,85,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2991291,39,8,0,0,0,0,0,0,3,8,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3049084,459,9,0,0,0,0,0,1,3,9,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +3121442,0,3,7,15,15,15,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1465470,71,2,6,20,55,83,12,50,89,109,17,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1970338,340,8,0,230,230,230,30,106,236,344,55,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1982048,1,12,0,3,5,7,0,2,4,4,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1325020,1,17,0,0,0,0,0,0,0,0,2,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1737802,374,8,0,0,0,0,8,23,43,66,3,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1164553,17,8,0,0,0,0,0,1,4,7,2,"No",0,0.4,0.6,0,"No","No","No","Yes","No","No" +2152083,42,8,0,0,0,0,0,2,4,4,2,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +2942209,3,12,0,38,65,101,18,53,92,123,14,"No",0,0.94,0.87,0,"No","No","No","Yes","No","Yes" +2108917,0,NA,0,0,14,19,0,1,1,1,110,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1765654,44,NA,0,0,0,0,1,4,8,15,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1701470,1500,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1412481,0,12,0,2,4,5,0,1,2,3,0,"No",1,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +1892572,189,2,0,0,0,0,5,14,30,38,0,"No",0,0.83,0.84,0,"No","No","Yes","Yes","No","No" +2896738,17,8,0,0,10,20,6,15,44,59,10,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2105356,0,9,0,3,5,7,2,4,6,6,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","Yes" +1697544,9,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1202747,7,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2178771,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2001268,141,14,0,0,0,0,3,4,5,8,1,"No",0,0.53,0.38,0,"No","No","No","Yes","No","No" +2914409,5,2,0,0,0,0,3,8,9,9,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +2997477,5,4,0,43,86,86,23,35,68,98,24,"No",0,0.39,0.43,0,"No","No","No","Yes","No","Yes" +2898620,206,8,141,149,298,298,110,244,364,526,73,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2171995,50,4,0,115,115,115,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1875318,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3135756,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1323630,443,8,9,0,500,500,65,187,371,579,62,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2906298,-247,8,1000,17,186,186,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2849382,441,12,12,0,210,426,58,252,535,872,62,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2122532,41,17,0,0,0,0,1,4,4,14,5,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1590768,1202,2,41,0,0,0,11,30,49,98,17,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1382314,0,8,0,52,82,122,10,34,75,101,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +3270323,38,8,3,128,188,288,23,42,67,70,24,"No",0,0.08,0.08,0,"No","No","Yes","Yes","No","No" +1725042,0,2,0,6,12,12,3,5,8,9,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","Yes" +1436840,4,12,0,0,2,4,1,1,4,6,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1296561,5,8,0,0,0,0,0,1,1,2,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +1709154,1,8,0,16,30,44,5,18,35,50,1,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2857716,43,8,0,16,40,60,2,15,47,83,15,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2886025,5,8,0,0,0,5,0,6,6,7,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +2231594,7,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1203407,934,8,0,600,1200,1800,208,641,1443,2325,214,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1334787,20,14,0,0,0,0,2,6,10,18,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1389636,0,8,0,5,5,5,2,3,11,26,8,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","Yes" +2043215,0,8,30,0,30,30,2,11,18,26,4,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2288664,2,8,0,8,13,18,2,8,10,15,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1352022,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1564413,5,8,0,12,12,12,0,4,5,13,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2085894,44,8,1,32,50,68,5,14,35,57,38,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1364824,140,8,2,60,100,180,16,66,180,272,36,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2196061,0,8,0,6,8,12,5,9,11,15,1,"No",0,0.88,0.95,0,"No","No","No","Yes","No","Yes" +1213211,3,9,0,2,4,7,1,4,5,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2186479,2571,9,797,4061,11391,19142,1570,6790,14880,19673,1853,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3197440,176,8,34,240,510,780,113,331,629,853,98,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1223101,48,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3121069,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1667776,5,9,0,0,2,3,0,2,4,7,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1318711,6,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1943169,22,8,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1883866,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1551127,10,12,0,3,3,3,0,0,0,0,1,"No",3,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2839462,0,8,0,100,100,100,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +2968380,172,8,142,875,1344,1815,161,536,857,1439,176,"No",12,0.87,0.83,0,"No","No","No","Yes","No","No" +1532649,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1356569,11,8,0,0,0,0,1,1,1,1,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1943464,42,8,23,20,40,60,9,25,55,95,16,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +3245129,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2905794,27,12,0,0,0,0,0,0,2,9,1,"No",0,0.07,0.21,0,"No","No","No","Yes","No","No" +2030906,0,8,0,3,4,6,0,0,3,7,2,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +2805226,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"Yes","No","Yes","Yes","No","No" +3093128,10,9,0,0,0,0,0,0,1,1,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1451956,325,8,0,0,0,0,0,2,4,6,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1809458,17,12,0,0,0,0,0,0,2,2,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1250230,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.06,0,"No","No","Yes","Yes","No","No" +1233641,119,9,102,281,505,653,53,176,418,694,43,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1510947,1,8,0,2,3,4,0,2,2,2,0,"No",1,0.17,0.33,0,"No","No","No","Yes","No","No" +1357982,7241,8,214,675,3147,5594,619,1776,2878,3757,304,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2825427,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1415867,521,9,39,451,904,1810,155,469,945,1416,156,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2166002,234,14,8,415,415,415,69,195,442,742,38,"No",0,0.51,0.63,0,"No","No","Yes","Yes","No","No" +1422569,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +3178365,7,8,0,8,12,20,0,6,8,18,4,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3214087,216,52,0,0,0,0,0,23,34,66,15,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1314034,38,4,2,28,36,52,8,18,52,85,12,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1791427,1,8,0,1,2,2,2,3,3,3,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","Yes" +1830096,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3063143,115,8,0,0,0,84,5,20,44,76,12,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1473147,-94,8,25,786,1226,1697,304,457,731,1085,181,"No",0,0.44,0.62,126,"No","No","No","Yes","No","Yes" +1893849,97,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +1385840,0,8,0,10,10,10,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1471282,3,12,12,17,26,32,2,10,17,24,5,"No",1,0.09,0.25,0,"No","No","No","Yes","No","Yes" +3168824,13,2,0,57,122,187,25,64,98,155,39,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3139135,0,NA,0,50,50,50,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1874477,84,8,0,0,0,0,2,11,30,46,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1959036,7,12,0,0,100,100,2,11,17,60,2,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1541429,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1817750,1,2,0,1,2,3,5,6,8,8,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +1555710,39,12,0,0,0,0,1,1,1,1,1,"No",0,0.44,0.38,0,"Yes","No","No","Yes","No","No" +3215193,5,8,0,0,0,0,0,1,1,1,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +2283808,9,4,1,0,0,2,0,2,4,5,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3143585,0,2,0,10,20,30,2,8,13,18,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","Yes" +1705142,60,NA,0,0,0,0,2,12,13,14,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1169827,25739,2,5331,38071,76482,115982,10094,39739,77901,114377,10394,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2031993,2,2,0,5,10,10,1,4,6,9,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3065716,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1201020,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2008831,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +1157244,6,2,0,0,12,12,2,4,6,9,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3175658,6,2,0,0,0,0,3,11,20,27,4,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3009378,25,8,0,21,48,69,6,16,30,48,17,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +3209224,31,4,0,0,0,0,4,25,41,59,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1986136,34,2,0,0,0,0,4,7,8,21,0,"No",0,0.7,0.7,0,"Yes","No","No","Yes","No","No" +1732600,235,2,89,725,1375,1960,215,642,1156,1678,176,"No",210,0.02,0.1,0,"No","No","No","Yes","No","Yes" +3114997,23,12,0,0,0,0,0,0,0,2,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3166269,60,2,0,0,0,0,1,1,4,5,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1662210,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2262705,339,2,107,600,1140,1710,231,933,1522,2076,164,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +3176440,10,8,0,0,2,6,3,8,9,9,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2914493,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2913156,34,8,0,0,0,0,0,2,2,2,2,"No",0,0.92,0.91,0,"No","No","Yes","Yes","No","No" +2305498,0,8,0,15,15,15,3,4,15,20,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1324404,10,NA,0,0,0,0,0,4,5,5,8,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2850514,3779,2,0,0,0,0,0,0,1,1,1,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +3173454,120,3,0,0,0,24,0,0,6,20,2,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +3251313,31,8,0,0,0,0,1,1,3,3,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1537728,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +1820819,39,2,0,0,0,0,0,3,3,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3245867,0,8,0,3,4,6,1,2,5,5,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","Yes" +3164456,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2092761,0,9,0,2,3,4,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1333974,5,9,0,18,18,36,0,8,14,21,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2220864,78,9,0,0,0,0,1,7,8,13,0,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +1711665,0,2,0,3,4,5,2,3,4,7,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1530337,0,8,5,178,248,326,99,150,173,193,37,"No",7,0.71,0.7,0,"No","No","Yes","Yes","No","Yes" +2058172,2,2,12,0,7,21,4,14,20,27,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2094058,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +3186135,-1,4,3,6,12,16,3,9,19,22,0,"No",0,0.54,0.48,1,"No","No","No","Yes","No","Yes" +2888264,497,4,408,640,640,960,128,341,654,1090,128,"No",0,0.06,0.18,0,"No","No","No","Yes","No","No" +2183439,6,2,0,9,18,30,8,26,38,52,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1137027,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.55,0.7,0,"No","No","No","Yes","No","No" +1133301,9,4,0,0,4,8,0,2,6,22,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1782451,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1694789,10,12,0,0,4,8,8,13,16,19,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2882270,8,8,0,0,0,0,0,0,0,0,2,"No",0,0.08,0.26,0,"Yes","No","No","Yes","No","No" +1186106,30,8,0,0,0,0,2,4,10,15,4,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +1969610,1181,4,216,1440,1860,2340,274,809,1530,2154,267,"No",0,0.98,0.99,0,"Yes","No","Yes","No","No","No" +3094169,20,2,0,23,23,23,0,0,0,0,0,"No",0,0.79,0.77,0,"Yes","No","No","Yes","No","No" +2312540,66,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1778180,0,8,0,14,21,28,3,7,11,16,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1629114,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1764403,27,8,0,0,0,0,0,0,6,10,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1774765,23,2,0,0,0,0,1,4,6,9,1,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +1949541,0,2,0,42,76,109,0,0,0,4,1,"No",0,0.78,0.89,0,"Yes","No","No","Yes","No","Yes" +1366311,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +2020960,23,2,0,0,52,52,4,11,35,46,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +2956384,31,NA,0,0,0,0,5,10,26,35,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1748040,10,8,0,7,14,14,1,203,207,216,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2299166,269,12,0,0,0,0,0,0,1,4,9,"No",0,0.92,0.89,0,"Yes","No","No","Yes","No","No" +1407103,5,2,0,0,0,0,0,0,0,4,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1808325,834,52,0,0,0,0,3,12,24,38,0,"No",0,0,0,0,"Yes","No","No","No","No","No" +1817156,9,8,0,9,27,49,8,26,51,68,3,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1230475,4,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2809227,25,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1829554,0,4,2,2,4,5,2,3,4,5,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1313327,0,2,3,3,6,9,2,3,3,3,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +1260879,118,52,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"Yes","No","No","No","No","No" +2087029,144,8,27,600,960,1320,164,448,883,1334,156,"No",0,0.78,0.82,13,"No","No","No","Yes","No","Yes" +1411943,-27,NA,0,0,0,0,285,520,790,1061,136,"No",0,-99,-99,29,"No","No","No","No","No","Yes" +1549702,2,8,0,11,17,23,6,8,14,25,0,"No",3,0.7,0.73,0,"No","No","No","Yes","No","No" +1879196,83,12,0,0,0,0,1,3,4,7,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +3090739,13,8,0,0,7,14,1,3,6,13,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2310018,0,12,0,303,303,303,0,0,0,2,1,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +1530735,-1,12,0,6,8,11,1,4,6,8,2,"No",0,0.94,0.89,1,"No","No","No","Yes","No","Yes" +1208375,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1358072,253,8,0,680,1088,1496,136,460,969,1881,125,"No",0,0.82,0.87,1,"No","No","No","Yes","No","No" +1713272,6,2,0,0,0,0,6,16,18,18,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +1999100,17,4,10,0,5,10,1,5,10,13,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1265914,54,2,0,26,26,52,14,35,60,103,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1470942,27,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1270881,0,9,0,4,4,4,0,1,1,2,1,"No",1,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +2983012,56,8,13,43,99,141,11,44,103,165,15,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3263399,1,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","No" +2149128,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1197923,11,9,0,0,0,13,2,6,13,21,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2264305,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2219894,0,12,0,4,6,6,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +2011517,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3073663,7,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1463291,7,8,0,1,8,12,4,9,21,35,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2113756,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +2255343,131,8,0,0,180,180,21,71,156,215,27,"No",0,0.81,0.58,0,"No","No","No","Yes","No","No" +1260517,21,8,0,0,0,0,0,1,1,1,4,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1769907,11,8,0,0,0,0,2,3,8,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1473475,27,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1893731,61,NA,0,0,0,0,4,11,13,25,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2958732,0,9,0,5,6,6,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","No","Yes","No","No" +2238486,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1288509,12,8,0,0,0,0,1,1,3,5,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1118889,1443,12,0,0,0,0,695,1765,3715,5500,0,"No",0,0,0.02,0,"No","No","No","Yes","No","No" +1451196,104,8,0,0,0,0,0,0,0,12,6,"No",0,0.73,0.88,0,"No","No","No","Yes","No","No" +1327852,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1376058,13,12,13,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2969399,0,5,0,16,24,24,0,0,0,0,0,"No",0,0.65,0.71,0,"Yes","No","Yes","Yes","No","Yes" +1862124,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1556526,3,8,0,0,0,0,0,1,1,2,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3015792,5,8,0,0,0,0,1,1,3,5,0,"No",0,0.44,0.64,0,"Yes","No","No","Yes","No","No" +1708741,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3230793,7,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1447637,175,8,8,399,567,735,103,306,611,1105,44,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1402185,2,8,0,0,0,1,0,0,1,2,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3022482,11,8,0,0,0,0,1,2,4,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3030312,1,8,0,0,0,0,0,0,2,4,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1520799,8,8,0,33,81,121,28,54,101,179,26,"No",0,0.92,0.94,0,"No","No","No","Yes","No","Yes" +1726416,0,8,0,3,4,6,3,5,5,8,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3185520,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.08,0.26,0,"No","No","No","Yes","No","No" +3029973,0,2,0,50,50,50,2,3,3,6,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1218781,2,8,0,12,12,12,0,1,3,4,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1581981,95,12,0,0,0,0,0,0,0,0,1,"No",0,0.09,0.25,0,"No","No","No","Yes","No","No" +1166219,49,8,215,1000,1800,2400,481,884,1358,2116,269,"No",200,0,0,6,"No","No","Yes","Yes","No","Yes" +1563243,357,2,0,0,0,0,0,0,0,0,0,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +3220454,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1615229,57,2,0,68,130,207,28,65,129,225,28,"No",7,0,0,0,"No","No","No","Yes","No","Yes" +1815205,7,12,0,1,6,6,0,0,0,0,1,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +2163436,16,2,2,238,373,499,46,139,274,409,61,"No",2,0.68,0.7,2,"No","No","Yes","Yes","No","Yes" +2971644,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2934842,7,12,0,10,20,33,3,6,15,26,5,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +2181947,23,2,0,0,0,0,0,0,0,4,2,"No",0,1,1,0,"Yes","No","No","No","No","No" +2196512,30,8,0,0,40,40,2,6,35,55,8,"No",0,0.78,0.81,0,"No","No","No","Yes","No","No" +1343974,8,2,0,12,18,24,4,9,11,27,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","Yes" +1932838,73,8,0,41,164,205,17,78,168,263,79,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +2232588,8,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1647110,318,9,0,0,0,0,0,1,2,2,2,"No",0,0.91,0.77,0,"Yes","No","No","No","No","No" +2297319,2220,8,1105,1555,2755,3955,607,1639,3129,5047,613,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2995912,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3135115,0,12,0,5,5,5,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1565406,31,2,0,118,216,314,31,67,109,124,7,"No",20,0.82,0.82,0,"Yes","No","No","Yes","No","No" +1403041,536,8,192,456,864,1152,164,521,956,1490,210,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2181491,688,2,253,940,1692,2632,263,890,1725,2443,262,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2957988,1040,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1459071,0,8,0,0,0,0,108,756,1782,2538,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1420673,1,4,0,3,5,7,3,3,3,3,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +2097682,7,8,0,192,348,420,52,114,307,367,59,"No",12,0.1,0.1,3,"No","No","Yes","Yes","No","Yes" +1382004,695,8,59,1000,1000,2000,127,513,892,1632,155,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2093707,8,8,2,8,16,24,2,6,23,27,6,"No",0,0.43,0.63,0,"No","No","No","Yes","No","No" +1197063,4,8,0,4,12,24,3,9,16,24,1,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1579170,0,8,0,7,11,13,3,5,7,10,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1343874,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.66,0.72,0,"Yes","No","No","Yes","No","No" +2077244,2,8,0,1,2,3,0,1,3,3,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2025088,48,8,18,9,45,72,21,56,111,151,17,"No",0,0.94,0.92,0,"No","No","Yes","Yes","No","No" +2980318,28,8,0,24,48,60,4,18,31,48,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2873904,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2307037,0,8,0,5,5,5,1,3,5,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1803480,5,8,9,62,115,169,13,54,158,241,13,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1888167,4,12,0,1,4,7,1,2,4,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1503131,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1618967,23,8,0,0,0,0,0,1,1,1,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1783869,2,2,0,60,60,60,1,2,3,3,0,"No",0,0.85,0.68,0,"Yes","No","No","Yes","No","No" +1564659,65,8,0,29,29,29,10,25,55,91,23,"No",0,1,0.99,0,"No","No","No","No","No","Yes" +1405513,274,8,0,238,462,742,73,236,494,821,99,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +3120498,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.95,0.95,0,"No","No","Yes","No","No","No" +1396490,31,14,0,0,0,0,3,16,25,38,3,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2187473,5,14,0,0,0,0,0,1,2,3,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2056406,12,8,0,0,0,0,1,1,4,5,2,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1114197,0,2,0,16,40,40,0,1,1,1,0,"No",16,0.85,0.88,0,"Yes","No","Yes","Yes","No","Yes" +1335135,51,8,24,102,162,210,40,96,163,258,44,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2011839,24,8,0,0,0,0,0,2,2,2,1,"No",0,0.24,0.31,0,"No","No","No","Yes","No","No" +3016070,0,8,0,180,180,180,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1840883,249,NA,0,0,0,0,10,76,86,119,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1401462,15,2,0,0,0,0,0,26,36,43,0,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1690664,45,8,0,10,10,10,5,15,18,18,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2896698,35,2,0,0,0,0,0,0,0,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3029375,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1895509,1060,8,0,0,0,0,32,64,177,218,10,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2979279,1657,NA,1500,0,889,1603,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3197568,7,8,0,0,10,20,4,7,19,24,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1509605,1253,8,0,0,0,0,8,14,27,60,82,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +2189772,3819,8,4,0,0,0,444,1250,2391,3479,343,"No",0,1,0.5,0,"No","No","No","Yes","No","No" +1313345,29,NA,0,0,0,0,7,29,54,81,16,"No",0,-99,-99,0,"No","No","No","No","No","No" +3027099,37,8,39,2,2,2,4,10,30,55,21,"No",0,1,0.79,0,"No","No","Yes","Yes","No","No" +1775312,6,8,0,0,0,0,0,1,4,7,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2996764,27,9,0,0,0,0,1,1,4,6,2,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1360862,375,8,64,279,603,835,74,302,524,1216,169,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2315015,137,8,58,144,288,288,79,191,317,508,48,"No",0,0.89,0.91,34,"No","No","No","Yes","No","No" +2242961,0,2,0,12,22,32,0,0,0,0,0,"No",0,0.96,0.9,0,"Yes","No","No","Yes","No","Yes" +1505285,2,8,0,6,6,6,1,4,4,5,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +1157056,13,8,0,0,0,0,2,18,41,59,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1309953,30,2,0,0,0,0,0,2,5,7,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1444909,1,8,0,24,36,48,7,15,27,40,4,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1192873,1739,4,979,1218,3113,4195,573,1788,3413,4925,474,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1992074,4,8,0,0,0,0,1,1,1,2,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1601138,52,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1601945,4331,16,0,0,0,0,0,1,5,128,63,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3090783,1,8,0,12,12,12,2,5,7,7,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +1620978,29,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.18,0,"No","No","No","Yes","No","No" +1795531,96,9,0,0,0,0,3,6,10,17,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +2098194,200,8,0,0,0,0,6,26,51,68,20,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1808999,1942,2,760,1890,3690,5490,533,1800,3650,5776,570,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3124313,24,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.79,0,"No","No","Yes","Yes","No","No" +1415726,6858,8,0,0,0,0,22,64,76,110,213,"No",0,0.75,0.87,0,"No","No","No","Yes","No","No" +1624827,6,8,0,0,0,0,0,1,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2997535,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2110583,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3099526,65,2,0,0,0,0,1,1,1,2,1,"No",0,0.89,0.93,0,"Yes","No","No","Yes","No","No" +2879319,3,12,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1718247,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1255005,16,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2998382,12,4,0,0,0,1,0,0,3,9,1,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +1960875,55,2,0,16,32,32,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1364032,0,2,0,42,72,108,12,33,51,73,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1422238,23,2,0,0,0,5,5,11,15,16,0,"No",0,0.45,0.45,0,"Yes","No","Yes","Yes","No","Yes" +2188861,1,9,0,3,3,3,2,9,17,21,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","Yes" +1809908,11,8,0,25,30,50,5,22,44,65,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2005303,5,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2910907,80,2,0,25,75,150,17,38,87,117,28,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1529680,3,2,0,1,4,6,0,4,4,4,0,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","Yes" +2915291,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1509938,2,8,0,1,2,3,0,1,2,3,2,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1462745,7,8,0,10,24,31,1,12,20,36,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +1917053,49,2,21,20,60,100,14,43,92,136,36,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2218038,6,2,0,3,3,3,0,3,3,3,0,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +2941910,7,8,0,0,0,0,0,2,3,3,2,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1538229,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1352418,296,8,13,0,38,135,31,149,323,483,51,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1172682,7,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1575344,0,2,0,9,9,9,0,0,0,0,1,"No",0,0.25,0.2,0,"Yes","No","Yes","Yes","No","Yes" +2115484,13,8,0,67,143,218,17,54,73,83,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +2914680,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1188414,2,8,2,3,3,3,1,4,6,7,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +2837508,5,8,0,17,27,27,0,2,9,16,0,"No",1,0.78,0.75,0,"No","No","No","Yes","No","No" +1555570,0,12,0,7,10,13,0,2,6,8,0,"No",3,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3069115,23,8,0,0,0,0,0,0,1,1,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1311586,15,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +1650433,-85,12,0,126,126,126,0,110,141,187,140,"No",0,0,0.01,75,"No","No","No","Yes","No","Yes" +2052923,179,8,0,0,0,0,1,1,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1383143,0,8,2,1,1,1,1,1,2,2,0,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","Yes" +1866621,21,0,0,434,549,549,17,81,166,235,37,"No",0,0,0,1,"No","No","Yes","Yes","No","Yes" +1783978,245,6,12,324,684,1116,92,295,1663,1920,52,"No",0,0.74,0.5,0,"No","No","No","Yes","No","No" +1752422,4,8,0,12,18,18,6,13,26,38,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2311005,6,4,0,0,0,1,0,0,1,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2311175,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1417387,0,8,0,3200,3200,3200,0,0,0,0,6,"No",0,0,0,64,"No","No","No","Yes","No","Yes" +2070301,0,2,1,6,9,12,5,7,10,10,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +2291960,12,8,0,200,250,350,25,96,187,296,28,"No",0,0.53,0.54,1,"No","No","Yes","Yes","No","Yes" +1750855,11,8,0,7,14,21,3,12,20,25,7,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3052480,-4,8,0,12,16,24,6,17,19,19,0,"No",0,0.79,0.87,4,"No","No","No","Yes","No","Yes" +1950494,43,8,0,135,135,135,1,1,1,1,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2196345,51,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1953056,1632,2,0,0,0,400,194,613,1198,2031,86,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1753040,2,8,0,0,1,2,1,1,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1894595,80,8,1,153,295,435,34,131,335,451,30,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2828080,233,8,8,0,0,1000,24,58,104,183,36,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +2157540,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","Yes","Yes","No","No" +1973307,22,12,0,0,0,0,0,0,2,4,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1131095,17,NA,0,0,0,0,0,1,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2849410,198,NA,77,0,0,0,189,364,802,1120,69,"No",0,-99,-99,0,"No","No","No","No","No","No" +1358473,19,2,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.83,0,"Yes","No","No","Yes","No","No" +3027923,0,9,0,30,40,40,11,11,11,21,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +1413262,6,2,0,20,20,20,5,5,5,5,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +2169792,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1618017,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2025175,1,NA,0,0,0,0,0,0,0,0,6,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3045830,8,8,8,4,12,16,1,7,18,21,0,"No",0,0.86,0.67,0,"No","No","No","Yes","No","No" +3161566,13,2,13,50,105,155,10,44,86,134,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3044946,0,2,16,0,30,30,0,0,0,0,2,"No",0,0.85,0.8,0,"Yes","No","Yes","Yes","No","No" +1238960,160,52,0,0,0,0,3,8,16,30,5,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1191649,0,8,0,1000,1000,1000,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1410969,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1990547,9,8,10,0,10,20,0,15,30,53,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2164998,0,12,0,10,10,10,22,33,38,46,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +1846848,48,9,0,9,29,54,6,24,47,81,20,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1402871,8,8,0,0,4,8,2,5,8,16,5,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +3044532,1,12,0,0,0,0,0,1,5,8,0,"No",0,0.69,0.72,0,"Yes","No","No","Yes","No","No" +2987285,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3267004,3,8,0,0,1,2,0,0,2,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2061401,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2802533,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2186923,16,8,0,0,4,8,6,8,17,23,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3152003,3,2,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1371656,15,8,0,0,0,0,2,3,4,8,4,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","No" +1288137,40,5,0,442,442,442,161,341,763,1296,160,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +1807026,86,12,0,0,0,0,2,21,79,115,85,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +2266149,74,2,0,0,0,0,0,0,0,10,2,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +2073961,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1136573,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.81,0.83,0,"Yes","No","Yes","Yes","No","No" +2855948,5,4,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1533880,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2069990,28,2,0,0,0,0,1,4,4,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2923106,1,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2149805,17,2,0,0,0,0,0,2,2,2,2,"No",0,0.8,0.91,0,"Yes","No","No","Yes","No","No" +2852660,3,8,0,0,1,2,0,1,2,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3282444,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +2166666,45,2,0,52,104,156,0,0,135,135,1,"No",0,0.72,0.55,0,"No","No","No","Yes","No","No" +1520899,-7,6,2,7,7,7,6,11,15,15,5,"No",0,0.78,0.78,7,"No","No","No","Yes","No","Yes" +1292494,215,2,0,0,0,0,1,6,11,14,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2979161,17,8,0,0,0,9,1,7,19,21,0,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +2850328,1435,52,0,0,0,0,8,20,33,53,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1822486,199,8,9,0,108,234,26,129,314,451,58,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1171207,6,8,0,0,0,0,1,2,3,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1228800,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.89,0,"Yes","No","No","Yes","No","No" +2068332,1,12,5,85,165,245,12,63,114,147,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1229468,0,2,0,50,50,50,0,0,0,0,0,"No",0,0,0.29,0,"Yes","No","No","Yes","No","Yes" +3112063,10,3,2,0,12,12,0,1,1,1,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1522778,0,8,2,28,58,73,10,23,70,100,28,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1157058,2,12,0,0,0,0,0,1,1,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1403981,34,NA,0,0,0,0,8,24,58,80,12,"No",0,-99,-99,0,"No","No","No","No","No","No" +3101163,6,8,0,0,0,0,0,0,2,3,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3150157,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3136838,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +2090382,32,12,0,0,11,22,9,26,56,83,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2964921,325,NA,0,0,0,0,2,10,21,33,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2309865,50,8,21,51,90,129,51,99,125,174,18,"No",0,0.75,0.68,0,"No","No","No","Yes","No","No" +2056134,1,12,0,0,0,0,0,0,1,1,1,"No",0,0.27,0.22,0,"Yes","No","Yes","Yes","No","No" +1933087,4990,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1686090,12,8,0,0,0,0,0,1,6,8,0,"No",0,0.39,0.49,0,"No","No","No","Yes","No","No" +1692656,14,8,0,0,0,0,2,5,6,8,0,"No",0,0.63,0.76,0,"No","No","No","Yes","No","No" +1208373,98,NA,0,0,0,0,1,3,3,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1241472,148,8,0,0,0,0,10,20,21,26,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2006136,3,3,0,0,0,1,0,0,2,2,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1793136,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1825215,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"Yes","No","Yes","Yes","No","No" +1911533,81,4,40,74,111,185,15,65,125,178,24,"No",0,0.88,0.78,0,"No","No","No","Yes","No","No" +1170484,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1320306,0,8,0,3,3,3,0,1,1,3,1,"No",0,0.64,0.67,0,"No","No","No","Yes","No","Yes" +1926059,32,52,0,0,0,0,1,2,3,3,2,"No",0,0.95,0.97,0,"Yes","No","Yes","No","No","No" +1351073,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","Yes" +1140922,0,8,0,8,13,18,0,3,6,11,1,"No",0,0.59,0.59,0,"No","No","No","Yes","No","Yes" +1361203,89,2,0,0,0,0,1,2,4,6,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2943553,0,12,4,0,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1626216,9,4,0,0,0,0,0,1,3,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1290561,1,12,0,12,18,24,1,2,10,12,0,"No",0,0.07,0.27,0,"No","No","No","Yes","No","Yes" +1310093,0,2,0,250,250,250,0,0,0,0,3,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","Yes" +3132324,0,2,0,64,72,72,0,0,0,0,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1326948,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1481227,12,8,0,0,0,0,1,5,13,27,3,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1603363,3,4,0,6,12,17,1,2,2,2,1,"No",0,0.75,0.81,0,"Yes","No","No","Yes","No","Yes" +2302496,82,8,18,432,774,1044,106,402,658,887,122,"No",18,0.41,0.46,0,"No","No","Yes","Yes","No","Yes" +1811122,237,12,0,0,0,75,7,84,172,196,7,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3210947,0,8,0,60,90,110,0,1,1,1,0,"No",0,0.92,0.66,0,"No","No","No","No","No","No" +3200867,12,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1136477,0,NA,0,406,651,652,2,3,3,3,44,"No",0,-99,-99,2,"No","No","No","Yes","No","Yes" +2222005,111,8,14,50,125,200,23,72,144,240,18,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2875278,54,2,0,72,144,216,22,75,146,207,23,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1845605,6,8,0,10,10,10,2,4,8,12,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +3085053,13,8,0,0,0,0,0,0,2,2,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1154591,1167,8,488,3600,6720,9180,889,2666,5915,10064,641,"No",0,0.88,0.74,0,"No","No","No","Yes","No","No" +1504785,3,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1481002,98,8,3,0,100,100,20,68,113,175,20,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3099299,942,8,19,0,800,800,112,465,1016,1522,164,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1292200,17,8,0,0,0,0,0,1,1,1,1,"No",0,0.07,0.33,0,"No","No","No","Yes","No","No" +3264738,101,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1674307,12,2,0,5,10,20,4,20,28,29,2,"No",0,0.84,0.84,0,"No","No","No","Yes","No","Yes" +1180925,14,2,0,0,0,0,0,1,1,4,0,"No",0,0.94,0.97,0,"Yes","No","Yes","Yes","No","No" +1902070,8,2,0,0,0,0,0,2,2,2,1,"No",0,0.79,0.38,0,"Yes","No","No","Yes","No","No" +1207847,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +1652183,31,2,0,264,444,624,60,181,275,276,52,"No",0,0.93,0.96,1,"No","No","No","Yes","No","Yes" +2031393,-36,2,2,473,702,892,328,538,776,1050,139,"No",0,0.96,0.98,73,"No","No","No","Yes","No","Yes" +1527339,24,2,0,40,80,120,9,31,55,78,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1920239,17,8,0,7,7,16,7,16,26,39,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1879810,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2014434,1,8,0,0,0,0,0,4,7,8,1,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +1168064,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","Yes","Yes","No","No" +1552045,10,2,0,0,9,9,1,9,12,14,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +1511855,22,8,0,2,22,34,7,12,30,51,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2020501,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3220432,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.8,0,"Yes","No","No","Yes","No","No" +2962941,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1208305,33,2,0,0,0,0,1,3,14,14,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1868779,165,3,0,0,0,0,5,20,37,60,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2818052,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1128454,11,8,6,49,93,137,9,89,173,234,13,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1415497,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2116438,496,8,6,0,0,0,26,58,73,127,28,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1147961,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.74,0.55,0,"No","No","Yes","Yes","No","Yes" +2222404,199,14,0,0,0,0,7,13,32,65,0,"No",0,0.51,0.63,0,"No","No","No","Yes","No","No" +1832753,149,NA,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1474427,1,8,0,294,498,624,63,162,307,446,63,"No",18,0.17,0.33,3,"No","No","No","Yes","No","Yes" +2823763,6,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2807543,66,10,1,48,48,72,4,22,51,109,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2199651,28,8,0,0,0,0,2,2,4,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3138866,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1803993,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1287526,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +1452424,148,2,6,210,350,490,80,185,328,493,49,"No",0,0.77,0.87,2,"No","No","Yes","Yes","No","No" +1788779,79,2,0,0,0,0,5,6,12,15,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2952242,3,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2903881,913,12,0,0,0,0,0,1,2,2,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1530205,3,12,1,13,23,35,8,13,23,49,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2943514,0,4,4,134,172,210,13,33,39,41,4,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","Yes" +2059031,39,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1603030,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1646238,3,3,0,0,0,0,2,4,4,4,14,"No",0,0.96,0.84,0,"No","No","No","Yes","No","Yes" +2164246,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1792409,30,NA,0,0,0,0,0,1,2,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2984055,2,12,0,0,0,1,1,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1625215,1,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1656744,2,8,0,24,37,50,2,14,27,45,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2238045,8,8,0,0,8,12,1,4,6,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1401042,50,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +2211140,8,12,0,0,0,0,0,1,2,2,0,"No",0,0.54,0.29,0,"Yes","No","Yes","Yes","No","No" +2032650,30,8,0,14,58,146,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2815761,86,52,0,0,0,0,0,1,3,6,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1494878,622,8,241,516,1146,1716,240,789,1656,2718,509,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2268521,307,8,110,140,280,560,43,175,375,543,82,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1117815,10,8,1,7,7,7,0,4,8,13,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1214354,21,2,0,0,0,0,0,0,2,4,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1918469,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2898907,47,8,0,60,100,140,7,35,93,136,21,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1258523,2,8,0,38,65,92,10,35,51,71,6,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1383673,6,2,0,25,25,25,3,13,28,44,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1581187,1,NA,0,138,184,184,0,0,0,0,19,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1434260,-107,8,0,554,869,1121,145,549,554,554,0,"No",0,0.89,0.94,107,"No","No","No","Yes","No","Yes" +2302210,3,2,1,0,0,0,0,0,1,1,1,"No",0,0.92,0.7,0,"No","No","No","Yes","No","No" +1616915,24,8,0,0,0,0,2,4,8,9,1,"No",0,0.95,0.92,0,"No","No","Yes","Yes","No","No" +3158352,35,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1605942,4,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2300211,3,8,0,5,5,5,0,1,2,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2048664,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1692953,16,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +3191590,352,4,186,320,960,1440,137,429,920,1482,136,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1274084,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3034631,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1750331,20,9,0,0,0,0,0,0,0,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1262779,383,8,50,337,1037,2032,394,1323,2728,3868,279,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3075217,73,8,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1873996,7,3,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","No" +2172527,9,52,0,0,0,0,0,1,2,2,0,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","No" +3020594,1,12,0,16,22,33,3,6,18,27,7,"No",5,0.73,0.79,0,"No","No","No","Yes","No","No" +1385671,1,9,0,10,10,10,3,11,17,19,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1975242,1,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1512391,-8,3,3,19,27,33,15,22,29,39,1,"No",0,0.89,0.9,10,"No","No","No","Yes","No","Yes" +3038680,263,8,0,0,0,0,21,85,140,170,5,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1228679,0,8,0,11,16,26,1,4,6,9,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1280549,475,2,0,0,0,0,3,5,11,14,0,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +3159531,128,12,0,0,0,0,0,0,4,7,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1488376,0,2,0,7,8,8,0,2,2,2,0,"No",0,0.51,0.53,2,"Yes","No","Yes","Yes","No","Yes" +2307415,0,9,0,1,2,2,0,1,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1521804,9,9,0,1,5,9,1,3,9,15,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3193824,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1175240,5,2,0,4,12,20,8,13,20,32,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2866033,0,8,0,7,9,13,1,5,7,11,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1334926,71,52,0,0,0,0,1,3,5,10,5,"No",0,0.34,0.68,0,"Yes","No","No","No","No","No" +2916744,0,12,0,28,48,52,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","Yes","No","No","No" +1427301,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1116703,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1702082,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1747354,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3005493,158646,2,35356,444567,818823,1223739,139952,415555,854996,1314237,93400,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2182381,1791,4,5,0,0,0,30,125,237,335,24,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1810329,7,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2822424,63,NA,0,0,0,0,0,1,3,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1414980,0,8,0,1,1,1,1,1,1,2,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","Yes" +1390161,0,9,0,24,30,36,10,19,25,42,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3197238,0,8,0,8,11,19,2,9,14,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1937939,474,NA,540,0,0,0,128,606,1338,1881,288,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1522026,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +2866889,3,2,0,2,2,2,0,0,0,0,0,"No",0,0.15,0.1,0,"Yes","No","Yes","Yes","No","No" +2946170,7,8,0,0,0,0,0,0,1,1,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1848522,25,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1960588,4,2,8,35,63,77,10,23,35,88,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1434395,0,8,0,26,26,26,3,26,37,44,1,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +2846567,8,8,0,7,14,14,2,6,12,23,3,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +1204550,0,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"No","No","No","Yes","No","No" +2927842,3,8,0,0,0,0,2,3,3,6,2,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1171821,17,8,0,0,0,0,1,5,7,16,2,"No",0,0.97,0.99,0,"No","No","Yes","Yes","No","No" +1251148,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2285675,0,2,0,7,9,9,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1435586,0,4,1,6,7,7,4,9,12,12,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1933193,35,8,0,0,0,0,0,1,2,2,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1396039,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1227769,4,9,0,0,0,0,15,15,16,16,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1556656,37,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2930449,5,2,0,5,5,5,2,2,2,2,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2041124,3,8,0,10,15,20,6,17,27,38,6,"No",0,0.66,0.87,0,"No","No","No","Yes","No","Yes" +1895594,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2069960,1731,2,47,523,1023,1523,208,679,1166,1761,288,"No",0,1,0.5,0,"No","No","No","Yes","No","No" +3145084,1,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2219057,5,2,0,0,0,0,0,1,2,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1135753,266,8,338,0,208,416,56,156,291,495,54,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1863074,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +2044564,13,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1905304,80,8,0,0,0,0,1,7,11,19,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +1676140,77,2,0,0,0,0,2,3,4,4,15,"No",0,0.5,0.39,0,"No","No","Yes","Yes","No","No" +1825382,1042,4,0,5000,10000,15000,1066,3354,6634,10119,849,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3160394,200,8,0,0,0,0,4,4,6,10,1,"No",0,0.41,0.46,0,"No","No","No","No","No","No" +1651346,8,9,0,0,0,0,1,1,4,4,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1548408,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1636005,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1306334,62,8,0,0,19,40,3,13,33,61,13,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2934894,27,12,0,0,0,0,2,4,6,10,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2844936,206,12,0,0,0,0,2,8,21,28,1,"No",0,0.92,0.9,0,"Yes","No","No","Yes","No","No" +2871497,101,12,2,0,0,0,0,10,116,121,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1458796,0,2,0,6,12,18,0,0,0,0,0,"No",0,0.68,0.65,0,"No","No","No","Yes","No","No" +2174014,11,8,0,0,5,10,0,1,4,12,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1248320,685,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1221940,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.9,0,"Yes","No","Yes","Yes","No","No" +2907821,3,8,0,0,0,1,0,0,2,3,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2273959,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2209800,21,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1493688,0,2,0,4,7,7,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1423990,19,8,0,1,1,1,3,5,12,15,0,"No",0,0.74,0.73,0,"No","No","Yes","Yes","No","No" +2136985,60,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1284022,0,8,0,3,4,6,0,1,3,4,1,"No",0,0.42,0.41,0,"No","No","No","Yes","No","Yes" +1736372,288,8,0,0,0,0,4,7,10,14,13,"No",0,0.63,0.79,0,"No","No","No","Yes","No","No" +1381000,4,2,0,3,6,12,1,5,9,10,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1680983,11,8,0,0,0,0,1,3,4,4,1,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +3158774,919,6,0,0,0,0,0,0,2,2,97,"No",0,0.58,0.45,0,"No","No","Yes","Yes","No","No" +1680171,64,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +1511084,17,2,8,20,55,95,10,23,26,26,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","Yes" +1605471,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1836737,0,8,0,12,31,46,4,15,25,38,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1354091,0,8,0,11,29,44,4,19,39,51,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +3099504,89,2,41,150,275,425,47,132,272,412,55,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2099532,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2038033,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1258604,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2205454,151,2,0,90,180,270,0,24,50,66,12,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","No" +2246292,106,9,0,0,0,0,2,4,5,5,0,"No",0,0.85,0.82,0,"Yes","No","Yes","Yes","No","No" +1448556,115,8,0,0,0,200,10,48,100,127,39,"No",0,0.71,0.75,0,"No","No","Yes","Yes","No","No" +1980052,14,2,0,0,0,0,0,0,3,3,2,"No",0,0.81,0.91,0,"Yes","No","No","Yes","No","No" +1959412,144,4,10,0,40,40,0,10,70,110,25,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3262909,1,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1807919,129,8,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +2002998,423,8,0,2400,3800,5000,563,1525,2634,4345,519,"No",0,0.09,0.09,2,"No","No","Yes","Yes","No","Yes" +1995587,18,8,0,0,0,0,0,1,1,2,0,"No",0,1,0.66,0,"No","No","No","Yes","No","No" +2865576,42,8,0,0,0,0,0,0,1,1,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1839523,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2006279,8,8,0,30,60,90,6,12,20,29,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2251787,0,2,0,88,154,174,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","Yes","Yes","No","Yes" +2930901,169,2,15,56,126,182,57,201,322,338,59,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1742147,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.44,0.69,0,"Yes","No","No","Yes","No","No" +1290395,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +3218130,61,2,191,213,380,760,255,418,614,800,75,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +1313441,21,4,0,0,0,0,70,80,90,130,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +3235881,36,8,0,0,0,0,0,0,1,1,4,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2034245,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1569548,2,8,0,0,0,1,0,0,1,2,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3206170,1226,8,1,0,0,0,14,66,157,256,40,"No",0,0.72,0.6,0,"No","No","No","Yes","No","No" +2921566,100,8,43,128,248,356,44,130,238,370,33,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1722961,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2313607,17,4,0,66,110,165,8,43,52,60,8,"No",0,0.23,0.17,0,"No","No","No","Yes","No","No" +2823247,1654,8,0,0,0,0,0,1,3,5,3,"No",0,0.8,0.86,0,"No","No","Yes","Yes","No","No" +3119142,6,14,0,0,0,2,1,2,2,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3030483,6,12,0,0,0,0,1,2,2,3,1,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1358287,17,2,0,0,0,20,0,5,10,20,0,"No",0,0.75,0.84,0,"No","No","No","Yes","No","No" +2218600,205,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","Yes","Yes","No","No" +1513653,0,8,0,35,50,75,10,24,45,77,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","Yes" +2841418,14,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1304440,61,8,0,11,50,89,13,35,70,100,13,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2214940,12,8,0,14,28,56,7,27,41,56,1,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +3038095,6,3,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +2189913,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1372356,75,8,0,0,56,56,2,20,54,100,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1197792,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1462060,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +1759423,8,8,0,30,60,90,6,13,23,29,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2876850,-113,8,1104,1760,2420,3410,1043,2302,3525,4952,421,"No",0,1,1,0,"No","No","No","Yes","No","No" +1864795,30,8,0,0,0,0,0,1,9,11,4,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1608504,10,2,0,0,0,6,3,7,12,16,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1841917,14,10,0,0,0,0,0,0,0,5,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1961851,341,52,0,0,0,0,12,23,48,67,4,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1905465,0,8,0,2,3,4,1,2,2,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1507351,0,2,0,3,3,3,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +3197622,363,2,0,0,0,0,54,185,259,367,20,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1415520,13,13,0,0,0,0,0,0,0,1,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +3239477,15,6,0,0,0,0,2,4,16,20,0,"No",0,0.74,0.69,0,"No","No","Yes","Yes","No","No" +1819747,387,8,37,557,1126,1502,152,431,865,1573,93,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3137812,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3050656,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","No" +1973236,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.51,0.53,0,"Yes","No","Yes","Yes","No","No" +1570771,0,12,0,1,1,1,0,2,2,2,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1686337,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3258003,10,2,0,0,0,0,0,1,1,1,1,"No",0,0.82,0.91,0,"Yes","No","No","Yes","No","No" +2057841,461,8,0,0,0,0,1,5,11,26,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +1284592,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2848981,46,2,0,15,30,30,7,14,25,53,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +3042689,11,8,0,0,0,0,0,0,0,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1851817,-1,6,0,4,4,4,4,7,13,35,0,"No",0,0.78,0.78,1,"No","No","No","Yes","No","Yes" +1231685,46,8,0,18,51,68,11,36,59,86,22,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +3022550,132,8,0,0,0,0,3,5,12,23,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3130011,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1639038,11,8,0,0,0,0,5,7,12,18,6,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1918575,23,2,12,24,78,120,7,41,72,96,4,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2017523,3,2,0,13,13,13,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2212805,17,52,0,0,0,0,0,0,1,3,0,"No",0,0.92,0.72,0,"Yes","No","No","No","No","No" +1439765,18,8,0,0,0,0,1,3,9,12,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1927636,3,9,0,0,2,4,0,4,4,4,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1146307,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","No" +2122977,9,2,10,15,45,70,8,36,67,86,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1931900,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2274941,0,NA,0,0,2,2,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1989790,1996,2,0,0,0,0,0,0,0,0,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +1414871,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +1305208,1795,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +2056518,-10,8,30,212,282,347,69,268,319,398,68,"No",0,0.91,0.93,30,"No","No","Yes","Yes","No","Yes" +2097095,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1588758,1,8,0,1,2,2,0,0,0,0,0,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +1430164,124,8,89,174,390,592,76,272,545,828,104,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3163938,562,8,373,2236,4244,6347,474,1780,3348,4580,894,"No",180,0.79,0.71,1,"No","No","Yes","Yes","No","No" +3061864,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"Yes","No","Yes","Yes","No","No" +2284447,28,2,0,0,0,0,2,5,7,10,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1753568,0,2,0,3,4,6,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1917795,0,NA,0,32,49,58,0,0,3,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1621028,13,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3245239,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1224845,8,8,0,12,23,23,10,25,42,66,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1514895,3,2,0,0,0,0,1,1,1,1,1,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +1639803,264,16,15,1008,1008,1008,33,118,259,417,75,"No",0,0.71,0.61,0,"No","No","No","Yes","No","No" +1594103,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","Yes","Yes","No","No" +1423930,6,2,25,18,54,72,6,17,32,59,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1470376,163,8,0,0,0,0,4,18,43,83,19,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2955574,14,9,0,0,20,30,1,16,28,35,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1809139,26,2,0,0,0,0,0,4,8,8,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1912299,6,8,0,0,0,5,0,0,2,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1894030,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1747990,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3259701,8,9,0,0,0,0,0,0,3,7,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2274946,-39,NA,0,70,138,199,68,82,98,119,0,"No",0,-99,-99,39,"No","No","No","Yes","No","Yes" +1840347,136,8,0,0,0,0,1,2,4,6,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1168292,19,2,0,0,0,0,0,0,1,1,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1284521,9,8,0,7,21,35,8,13,27,40,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1373872,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1230240,3,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2291088,15,6,0,0,0,0,0,0,0,1,1,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1562198,93,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1733252,7,8,0,69,111,153,13,30,71,112,24,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1627803,0,12,0,5,8,8,0,0,0,0,0,"No",2,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2949362,10,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1542431,12,8,6,113,146,190,11,48,116,176,24,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +1240468,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1880928,5,8,15,130,195,250,92,209,268,308,35,"No",0,0.91,0.93,20,"No","No","Yes","Yes","No","Yes" +2310821,0,8,0,5,5,6,0,0,2,5,2,"No",0,0.73,0.77,0,"No","No","No","Yes","No","Yes" +1347836,485,8,0,0,0,1000,25,86,195,313,40,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1782177,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +2014187,65,8,0,0,0,0,4,4,27,28,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2895134,33,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3208497,2,12,0,0,0,1,0,1,1,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2847780,1004,12,76,123,231,447,187,489,949,1411,267,"No",0,1,1,0,"No","No","No","Yes","No","No" +2201295,5,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3204337,1919,4,0,0,0,0,29,185,345,407,4,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +1838848,10,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1622790,5,8,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2039923,3,8,0,0,1,2,0,0,2,2,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1690184,61,2,0,0,0,0,1,1,2,2,0,"No",0,0.78,0.88,0,"No","No","Yes","Yes","No","No" +1834529,367,2,0,0,200,200,6,60,450,485,6,"No",0,0.43,0.64,0,"No","No","No","Yes","No","No" +1691137,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1606552,2,10,0,2,4,6,0,1,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1459776,3,2,0,0,0,0,0,0,0,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2230879,1,8,0,1,2,3,0,1,1,2,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1535283,73,2,41,168,336,504,87,164,272,417,62,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2129651,0,12,0,22,33,48,3,9,22,34,0,"No",1,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3086888,19,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1212067,1,15,0,2,3,3,0,3,4,12,11,"No",0,1,0.96,0,"No","No","No","No","No","Yes" +3210266,16,8,0,0,6,12,0,3,9,19,2,"No",0,0.54,0.73,0,"No","No","No","Yes","No","No" +2263787,3,8,0,31,54,77,5,20,44,70,0,"No",14,0.33,0.32,0,"No","No","No","Yes","No","Yes" +1349565,11,2,0,10,20,40,2,9,19,28,0,"No",0,0.48,0.53,0,"No","No","Yes","Yes","No","No" +1901289,0,2,0,4,6,8,2,4,8,10,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +2883062,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +2871447,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3149754,94,8,0,0,0,0,2,7,9,18,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1981390,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1721782,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1499756,0,2,0,21,21,21,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","Yes" +2932667,267,8,0,72,180,324,49,136,303,527,42,"No",0,0.96,0.81,0,"No","No","Yes","Yes","No","No" +1998266,0,2,0,4,7,8,0,0,0,0,0,"No",4,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1774176,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +2255227,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1294440,1770,9,0,0,0,0,2,7,25,30,0,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +1878649,31,8,0,0,0,0,0,1,2,2,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2854408,9,2,0,0,0,0,2,2,2,2,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1734396,11,8,6,15,40,60,11,21,37,65,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1549199,-19,8,0,280,280,280,6,34,154,200,2,"No",0,0.5,0.76,19,"No","No","No","Yes","No","Yes" +2905213,19,4,0,72,96,144,46,78,125,151,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2239137,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.73,0,"Yes","No","No","Yes","No","No" +1764427,295,8,2,27,108,162,25,100,214,320,32,"No",0,1,1,0,"No","No","No","Yes","No","No" +2954776,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1671564,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2301902,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1287825,2240,8,60,0,0,4500,242,760,1602,2414,299,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1604910,12,2,27,24,54,84,1,57,62,82,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2931462,5,9,0,0,0,0,1,1,2,2,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1543961,13,8,0,12,16,24,6,29,60,97,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2160661,59,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2105271,32,8,2,42,72,108,10,35,61,97,29,"No",6,0.93,0.9,0,"No","No","No","Yes","No","No" +1432550,30,NA,0,0,0,0,1,2,3,5,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1448707,0,8,0,5,7,9,1,3,5,6,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","Yes" +3118802,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1755646,254,8,0,0,0,0,0,0,0,4,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +1716174,90,8,42,11,59,92,8,47,93,128,26,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2130567,2,2,0,3,7,9,1,3,6,10,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","Yes" +2034248,94,2,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.47,0,"Yes","No","No","Yes","No","No" +2929405,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1494687,76,10,0,84,84,168,19,58,118,186,23,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1976993,4,8,0,0,0,0,0,0,1,4,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2802335,78,8,0,0,0,0,4,10,14,21,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2141860,169,2,52,130,280,400,61,176,318,485,39,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1756185,4,0,0,14,28,42,2,4,10,30,3,"No",0,0,0,0,"No","No","No","No","No","Yes" +2290655,61,2,16,160,160,160,15,77,144,190,155,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2869891,12,8,0,20,20,20,0,0,1,1,2,"No",0,0.5,0.52,0,"Yes","No","Yes","No","No","No" +1787260,168,2,68,272,612,952,86,242,463,711,81,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +2166734,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1717956,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +2090682,63,2,0,0,0,0,2,2,2,4,0,"No",0,-99,1,0,"No","No","Yes","Yes","No","No" +1576432,71,8,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +3020480,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1443790,10,8,0,96,96,96,7,18,35,59,8,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1147894,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.77,0,"No","No","No","Yes","No","No" +1840712,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2030464,10,2,0,12,24,46,2,8,22,38,0,"No",1,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +1288868,0,2,0,22,37,57,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +3174627,7,12,0,0,0,0,0,0,0,3,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2052344,-4,8,0,400,400,400,16,46,88,143,22,"No",0,0,0.5,4,"No","No","No","Yes","No","Yes" +1867084,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3238023,66,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1747999,1393,NA,0,0,237,799,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3137767,287,8,50,1000,1000,1000,91,162,274,381,79,"No",0,0,0,0,"No","No","No","Yes","No","No" +3115301,56,NA,14,0,0,0,24,40,57,79,33,"No",0,-99,-99,0,"No","No","No","No","No","No" +1316156,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1722849,85,8,0,0,0,0,0,2,2,2,2,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +1703600,115,8,5,72,144,216,27,90,169,264,44,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1836900,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1451434,163,8,2,112,280,336,41,148,326,499,44,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1178195,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.9,0.86,0,"No","No","Yes","Yes","No","No" +1853026,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1345641,98,8,0,0,0,0,0,3,3,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2278605,912,8,0,0,0,0,0,2,2,20,5,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +2063849,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1642914,10,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2223448,20,2,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1675106,2530,NA,60,0,0,0,33,215,502,822,202,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1695862,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2195480,1166,12,0,0,0,0,3,6,114,195,14,"No",0,-99,0.25,0,"No","No","Yes","No","No","No" +3194050,49,4,0,0,0,0,0,0,0,0,1,"No",0,0.75,0.72,0,"Yes","No","No","Yes","No","No" +1114978,69,4,17,88,168,264,37,112,210,315,45,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1449275,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.6,0.49,0,"Yes","No","No","Yes","No","No" +1414446,2269,NA,0,0,0,0,0,1,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1576458,124,8,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1413971,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","Yes","Yes","No","No" +1903520,0,12,0,500,500,500,6,31,39,60,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +3064601,93,2,78,360,660,990,108,383,589,807,103,"No",0,0.91,0.75,0,"No","No","No","Yes","No","No" +2059968,4,8,2,68,113,166,6,42,87,125,19,"No",1,0.13,0.09,3,"No","No","Yes","Yes","No","Yes" +1325262,877,0,6,0,0,0,21,56,120,203,36,"No",0,0,0,0,"No","No","No","No","No","No" +1803241,271,2,0,0,0,0,0,0,3,3,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +3068685,7,9,0,0,0,0,0,0,1,2,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1363139,-23,8,0,4800,4800,4800,298,860,1610,2407,259,"No",0,0,0,23,"No","No","No","Yes","No","Yes" +2929044,76,8,0,0,0,0,9,21,39,61,5,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3058215,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3192457,510,4,119,490,1090,1570,106,418,818,1221,156,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1948975,21,8,0,0,0,0,1,2,3,4,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1636583,26,8,0,0,0,0,2,2,3,5,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1298032,52,8,14,60,120,180,18,57,111,176,23,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1922436,75,12,22,90,200,290,43,138,277,399,38,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2206996,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1669411,7,4,0,0,0,0,0,1,1,3,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3145709,769,12,0,0,0,0,5,10,29,39,13,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1271511,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3129847,6,12,0,0,1,3,0,1,6,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3164248,102,8,0,0,0,0,1,3,4,6,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2914491,213,9,0,0,0,0,34,40,42,42,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +3244645,162,8,0,0,0,0,3,6,12,25,2,"No",0,0.22,0.21,0,"No","No","No","No","No","No" +1169049,11307,52,0,0,0,0,2,2,2,12,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1819660,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.41,0,"No","No","No","Yes","No","No" +1443312,1,8,0,2,4,5,1,2,2,5,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1389994,420,8,0,0,0,0,5,8,16,22,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1255345,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.35,0.73,0,"Yes","No","No","Yes","No","No" +2836444,176,4,68,0,4,10,0,3,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1671882,5,12,0,0,0,0,0,1,2,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2150154,47,8,7,12,48,78,4,23,59,107,11,"No",0,0.86,0.68,0,"No","No","No","Yes","No","No" +1265660,1,8,0,14,41,68,5,21,33,58,6,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1420305,1,8,1,6,12,17,2,4,4,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1539008,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1387971,0,4,0,8,12,12,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2962801,8,8,0,0,0,0,0,0,0,4,1,"No",0,0,0.79,0,"No","No","No","Yes","No","No" +1964978,11,12,0,0,0,0,3,9,9,9,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","Yes" +1541541,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2964874,7,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1143619,1,16,0,2,2,3,0,1,2,2,1,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +1984969,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1321314,8,2,0,0,0,0,3,5,6,12,1,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +2138343,0,12,0,63,63,63,0,0,0,0,1,"No",0,0.56,0.55,0,"Yes","No","No","Yes","No","No" +2915289,0,2,1,218,318,318,0,1,1,1,32,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1506947,38,2,1,5,30,60,9,19,29,78,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1839679,50,8,0,20,60,80,5,26,54,92,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2161898,31,2,29,32,64,104,14,48,97,131,4,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1138556,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1877905,51,8,12,30,72,114,7,42,96,140,19,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2178502,1424,4,850,1720,3230,5090,1228,3895,4600,4936,1019,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1158522,49,2,0,0,0,0,0,1,4,4,0,"No",0,0.75,0.74,0,"Yes","No","Yes","Yes","No","No" +2932634,40,2,0,0,0,0,13,14,15,18,1,"No",0,0.82,0.88,0,"No","No","Yes","Yes","No","No" +2112962,14,52,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.88,0,"Yes","No","Yes","Yes","No","No" +1965932,18,2,0,0,0,0,3,8,17,21,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1719131,3,12,0,3,7,10,1,3,7,12,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1687774,9,4,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.81,0,"Yes","No","No","Yes","No","No" +1778786,60,9,42,84,179,288,42,108,211,333,23,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1910424,10,8,0,0,12,12,1,3,11,17,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1704965,2,4,0,3,5,6,1,2,4,5,0,"No",1,0.73,0.78,0,"No","No","No","Yes","No","No" +2052752,2,8,1,1,2,4,0,1,2,5,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +2084390,-4,12,0,54,81,99,23,44,68,87,19,"No",0,0.73,0.76,4,"Yes","No","Yes","No","No","Yes" +1357225,2,4,0,0,0,1,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1983630,5,2,0,0,0,0,8,18,26,26,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","Yes" +2284006,136,52,4,0,0,0,16,39,47,62,11,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1195242,0,8,0,10,17,29,6,14,25,41,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2252108,100,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3226853,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1192528,6,8,0,108,216,288,49,68,140,181,32,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2107995,47,2,17,96,204,324,42,121,197,299,15,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1508394,122,8,0,0,0,0,1,3,3,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1520385,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1263840,485,8,0,0,0,0,5,17,638,663,13,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1333832,157,8,0,0,0,0,9,22,79,96,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2199363,198,9,0,0,0,0,2,2,6,13,3,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1218099,551,4,292,216,542,596,124,574,1228,1648,78,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1980101,90,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1122930,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +2103237,56,8,25,145,205,295,81,187,279,390,56,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1902646,0,2,0,27,47,67,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +3095353,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1487302,15,8,0,0,0,11,2,5,8,11,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3033401,6,10,0,0,0,0,1,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1211948,2986,2,37,0,494,1341,627,2041,4757,9669,1259,"No",0,0.57,0.6,0,"No","No","Yes","Yes","No","No" +2249575,6,2,0,10,15,25,8,21,33,35,3,"No",0,0.84,0.85,0,"No","No","No","Yes","No","Yes" +1377860,45,8,8,0,0,0,6,18,32,45,6,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1917709,15,4,5,0,5,10,0,5,12,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3231360,0,3,0,2,3,4,2,3,4,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2230113,188,12,0,19,19,152,32,86,132,173,29,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1439175,11,8,0,10,10,20,2,7,21,30,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1273487,49,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2964242,63,8,0,39,141,192,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2189151,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1769583,5,9,0,0,0,0,0,0,1,3,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3065312,72,2,22,81,162,270,31,93,176,233,32,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2807050,116,2,99,105,140,238,130,217,262,315,153,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +2099919,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1556744,8,2,0,30,60,60,12,26,71,91,15,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +1198831,0,2,0,207,327,387,0,1,1,1,14,"No",0,0.79,0.92,0,"Yes","No","No","No","No","Yes" +1798006,64,8,4,364,656,988,103,332,645,910,39,"No",24,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1288234,4,8,0,0,0,0,1,2,2,3,1,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +2075244,1,8,0,9,13,17,1,5,8,10,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +2019127,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1605232,225,2,14,132,360,576,52,119,125,131,55,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2268018,8,10,0,0,10,10,4,5,10,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3243588,1,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +1153018,3,8,0,4,6,8,0,5,6,6,2,"No",3,-99,-99,0,"No","No","No","Yes","No","Yes" +1513150,0,8,0,4,7,10,1,3,5,8,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3207502,3962,8,1556,3300,5700,8300,1158,3282,6225,10517,1971,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1781228,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3131631,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1417796,0,NA,0,0,0,0,2,4,9,15,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1481921,71,8,0,0,0,0,0,2,4,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1920305,133,12,3,122,156,231,14,64,114,198,70,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +1571499,40,2,0,0,0,0,3,5,7,7,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1386768,-1,16,0,6,7,8,0,2,4,4,1,"No",0,0.38,0.44,1,"No","No","No","Yes","No","Yes" +1538108,180,8,33,120,240,240,20,81,158,412,46,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2215358,220,8,16,171,311,535,80,270,504,784,84,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1590144,0,2,0,16,40,40,0,1,1,1,0,"No",0,0.84,0.86,0,"Yes","No","Yes","Yes","No","Yes" +1355429,4,4,0,0,0,0,0,1,2,5,1,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2086047,12,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3131997,21998,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2231284,0,2,0,5,5,5,0,0,0,1,1,"No",0,0.76,0.72,0,"Yes","No","Yes","Yes","No","Yes" +1509941,0,8,0,22,33,55,9,14,23,31,2,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","No" +2291790,39,9,0,0,0,0,1,1,2,3,0,"No",0,0.94,0.79,0,"No","No","Yes","Yes","No","No" +1828181,12,8,0,10,16,31,3,14,35,51,4,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1345443,0,4,0,125,203,238,0,0,0,0,22,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1442005,10,8,0,200,320,440,16,70,212,335,61,"No",0,0,0,0,"No","No","No","No","No","Yes" +1474596,10,12,0,0,0,0,1,1,2,3,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1433751,4,4,0,4,8,8,0,2,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2258125,43,8,1,231,399,504,43,216,335,501,33,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1288568,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2869812,23,8,0,0,0,0,4,9,21,32,23,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +2197569,5,4,0,0,1,2,1,1,4,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1303314,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2806169,7,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1657342,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2291343,15,2,0,10,30,40,10,40,62,62,0,"No",0,0.53,0.5,0,"No","No","No","Yes","No","Yes" +2928359,15,10,0,0,0,0,0,1,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1836628,7,8,0,12,12,12,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","Yes" +1660945,2,4,0,2,3,4,1,3,4,5,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1277757,0,12,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1673490,29,17,0,0,0,0,0,1,2,5,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2240352,10,8,4,18,45,72,2,23,53,77,0,"No",4,0.77,0.64,0,"No","No","Yes","Yes","No","No" +2938209,3,4,0,0,0,0,4,4,4,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1502716,7,12,0,0,0,0,0,0,0,0,1,"No",0,0.09,0.25,0,"No","No","No","Yes","No","No" +3167203,22,3,0,0,0,0,1,3,3,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1409931,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1533618,18,2,0,0,0,0,2,4,4,4,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +2826918,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","Yes","Yes","No","No" +2164633,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2049585,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +3249300,7,8,0,0,0,0,0,0,2,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1471362,0,8,0,25,25,25,0,9,20,29,13,"No",0,0.95,0.96,1,"No","No","No","Yes","No","Yes" +2250213,11,2,0,0,0,0,0,0,4,4,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1730230,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1351851,0,8,0,8,10,14,1,3,7,9,2,"No",1,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1606917,4,8,0,20,20,30,4,6,12,28,1,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2044214,2,2,0,24,48,72,4,8,14,14,0,"No",0,0.69,0.71,0,"Yes","No","No","Yes","No","Yes" +1921654,620,17,41,600,1200,1800,175,586,1249,1983,165,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3166306,23,2,0,0,0,0,0,3,5,7,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3075766,5,8,0,0,0,0,1,2,2,4,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +3222616,89,8,17,24,72,120,22,69,121,174,44,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2838848,663,2,0,0,0,0,0,0,0,0,15,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1669519,22,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1698572,2,2,0,1,1,2,0,3,5,10,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1908772,74,2,0,0,0,0,9,15,25,47,1,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","No" +2155520,10,2,0,0,0,0,4,14,19,21,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","Yes" +1553737,17,2,0,0,0,0,0,0,0,0,1,"No",0,0.47,0.72,0,"Yes","No","No","Yes","No","No" +2992542,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1704220,6,8,0,0,0,0,1,1,1,2,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2951709,17,9,0,0,0,0,0,1,1,3,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1208085,10,8,0,0,0,0,0,1,1,2,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1778773,832,8,0,500,1000,2000,83,452,1915,2746,238,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1130118,131,8,0,0,0,0,2,17,35,53,23,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1390194,25,2,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +3280052,6,52,0,0,0,0,0,0,3,6,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1728908,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3197832,8,4,0,0,0,0,0,0,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2088025,111,8,0,100,250,350,34,109,209,337,44,"No",0,0.51,0.68,0,"No","No","No","Yes","No","No" +1704704,5,2,0,0,0,2,0,1,1,3,0,"No",0,0.78,0.81,0,"Yes","No","No","Yes","No","No" +1990104,-3,8,0,18,24,35,4,14,27,34,0,"No",0,0.79,0.66,3,"No","No","No","Yes","No","Yes" +1746447,4,2,0,0,1,1,0,0,0,0,1,"No",0,0.73,0.86,0,"Yes","No","No","Yes","No","Yes" +1616441,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.61,0,"Yes","No","No","Yes","No","No" +2832291,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2271883,16,8,0,66,106,147,18,50,96,131,20,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2164419,74,10,0,0,0,0,0,1,2,3,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +2060508,0,2,0,6,12,18,3,9,15,22,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1264483,25,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2236675,4,2,4,204,204,204,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1539160,5,2,0,69,108,186,42,75,75,159,0,"No",0,0.75,0.8,0,"No","No","No","Yes","No","Yes" +1711000,8,12,0,0,0,0,0,1,2,3,0,"No",0,0.42,0.25,0,"Yes","No","Yes","Yes","No","No" +1821834,9,8,18,36,90,126,7,34,80,108,10,"No",0,0.81,0.67,0,"No","No","No","Yes","No","No" +2092423,84,13,0,0,0,0,0,0,1,2,2,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2180491,177,0,0,0,0,0,2,6,10,11,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2281198,15,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2816520,3,8,0,9,16,23,2,8,13,18,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3170218,4,2,0,0,2,5,1,2,8,12,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1264796,24,2,0,0,0,0,0,0,5,8,0,"No",0,0.2,0.07,0,"Yes","No","No","Yes","No","No" +1905262,27,52,0,0,0,0,2,11,17,24,0,"No",0,0.95,0.86,0,"Yes","No","No","Yes","No","No" +3059274,14,9,0,0,0,0,0,2,2,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3191780,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1243429,160,8,0,0,0,0,0,2,7,16,3,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1688495,4757,8,22,0,0,0,161,683,1699,2690,142,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2976945,4,4,0,0,2,2,1,5,6,7,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1642229,1,8,0,4,5,5,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1298091,33,4,0,0,0,36,2,12,26,32,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1977301,-2,NA,0,12,12,12,0,0,1,1,0,"No",0,-99,-99,2,"No","No","No","Yes","No","Yes" +1704027,205,8,42,232,416,600,72,261,485,716,75,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +3188054,4,8,0,0,0,1,0,1,1,3,0,"No",0,0.82,0.84,0,"No","No","Yes","Yes","No","No" +1483451,303,8,0,0,0,0,2,5,23,33,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2006431,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1587138,42,8,0,180,312,396,37,110,278,342,54,"No",64,0.09,0.09,1,"No","No","Yes","Yes","No","Yes" +2976418,3,8,0,6,10,15,1,6,9,9,6,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2897519,960,9,15,633,1011,1456,112,613,961,1506,242,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1724726,7,8,0,0,0,0,0,0,2,2,1,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1830662,8,2,0,48,72,96,7,23,39,59,4,"No",23,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3266429,45,8,7,27,59,91,17,41,87,134,12,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1398994,73,17,0,0,130,130,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +2303181,0,2,0,178,214,214,0,4,4,4,12,"No",0,0.47,0.31,0,"Yes","No","No","Yes","No","Yes" +1257997,290,9,68,204,262,436,100,300,661,666,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1369925,154,8,0,0,0,0,9,23,81,93,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2278079,559,8,12,0,0,0,8,93,140,175,33,"No",0,0.92,0.59,0,"No","No","No","Yes","No","No" +1400472,12,8,0,0,5,5,2,11,37,54,8,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +3004253,12,2,0,2,10,25,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1355185,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1264279,0,12,0,2,2,3,1,1,2,3,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1162842,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +2939029,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.25,0,"Yes","No","No","Yes","No","No" +1896104,59,12,0,0,0,0,2,13,31,55,1,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1676306,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1648940,318,8,0,600,1200,1800,178,550,911,1242,139,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2269759,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1129482,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1348016,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2293215,24,2,0,10,10,10,0,0,0,0,0,"No",0,0.5,0.5,0,"Yes","No","No","Yes","No","No" +1569054,4,8,0,5,10,15,1,5,7,10,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1192798,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.7,0.75,0,"No","No","Yes","Yes","No","No" +3015299,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.28,0.13,0,"No","No","No","Yes","No","No" +3134382,9,2,0,0,0,0,0,0,1,1,1,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" +2127743,448,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1467411,4,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1241391,2,8,0,0,0,0,1,1,2,3,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +3097936,24,4,0,5,5,5,0,0,0,0,0,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +1118403,8,2,0,0,0,0,3,4,8,8,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","Yes" +2948708,1310,8,0,0,0,0,42,181,503,776,214,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2021432,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.69,0.64,0,"Yes","No","Yes","Yes","No","Yes" +3082393,38,2,0,30,80,130,9,32,85,125,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2106367,15,8,0,0,7,14,0,9,16,18,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2059103,112,8,0,120,240,420,38,173,225,291,45,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1820417,75,2,0,0,0,0,0,0,10,30,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2805104,1,2,0,18,30,48,4,11,23,33,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +1903716,167,8,0,0,0,0,3,11,33,49,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1632112,31,8,0,31,61,101,7,31,62,93,20,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2871434,5,2,0,0,0,0,0,0,0,4,0,"No",0,0.31,0.2,0,"No","No","No","Yes","No","No" +1261213,9,8,0,0,0,0,0,2,2,2,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1177620,82,NA,0,0,0,0,1,3,5,9,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1713002,112,8,42,144,304,368,46,155,302,459,86,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1318641,2522,12,42,0,0,0,37,148,296,453,64,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1221489,5,2,0,0,18,18,3,8,11,14,1,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2028106,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"Yes","No","Yes","Yes","No","No" +1249348,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2225342,10,8,0,0,0,0,0,4,13,22,2,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1802579,13,2,0,0,0,0,1,2,3,3,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3198503,268,8,0,0,0,0,4,5,7,11,1,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +3262457,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +2236487,-6,2,0,9,10,11,12,12,16,16,2,"No",0,0,0,6,"No","No","No","Yes","No","Yes" +2213247,17,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1337449,0,3,0,12,12,12,2,7,9,13,2,"No",0,0.42,0.46,0,"Yes","No","No","Yes","No","Yes" +2135936,0,8,0,840,1080,1080,0,0,0,0,60,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","Yes" +1592802,86,8,0,30,175,291,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2052938,46,2,2,26,66,90,7,24,62,108,19,"No",0,0.05,0.41,0,"No","No","No","Yes","No","No" +3061095,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1381902,9,8,0,64,64,64,5,14,31,45,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1562895,15,8,0,0,6,12,3,10,12,24,3,"No",0,0.97,0.84,0,"No","No","No","Yes","No","No" +1328431,13,8,1,7,7,14,1,8,13,17,2,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +2045942,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1631007,0,8,0,6,6,6,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +3272709,36,8,0,0,0,0,1,1,2,4,1,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +3165445,6,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1639819,8,8,0,20,20,20,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1529003,0,8,0,7,7,14,1,3,8,8,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1360393,5,2,0,18,36,42,7,11,13,27,0,"No",12,0.94,0.9,0,"No","No","No","Yes","No","Yes" +2958899,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","No" +2130032,6,8,0,120,120,120,3,3,3,10,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2842927,85,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1878145,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2248974,52,2,0,48,90,139,9,47,91,150,22,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2070817,387,2,79,465,787,1187,135,669,1070,1407,134,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2860928,58,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1708977,8,12,0,30,40,50,5,15,26,50,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1934311,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2927332,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1283548,153,4,3,578,830,1082,129,302,625,938,287,"No",12,0.82,0.79,2,"No","No","No","Yes","No","Yes" +2943420,86,8,3,0,21,35,18,44,91,157,21,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1664153,13,52,0,0,0,0,0,0,1,2,1,"No",0,0.85,0.9,0,"Yes","No","Yes","No","No","No" +2130953,193,8,32,295,548,824,120,382,752,1177,146,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1216905,115,9,1,34,170,272,24,96,197,511,73,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +1447204,16,4,3,18,33,45,7,13,25,45,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1601829,6,8,0,0,0,0,0,1,2,3,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +2094260,92,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +2014444,599,4,0,0,0,0,0,1,9,11,2,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2249830,4,12,0,0,0,1,0,0,2,4,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2045843,4,8,0,4,8,12,1,6,10,11,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1765157,0,4,0,9,9,9,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2267902,60,NA,0,0,0,0,2,2,4,16,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" 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+2931080,117,8,14,98,241,406,29,114,119,119,40,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1308238,62,8,7,82,153,229,21,75,159,222,54,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1549566,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1676347,0,8,0,1,2,2,0,1,1,1,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1597763,62,3,40,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1699713,4,2,0,3,12,24,0,7,12,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2045944,0,8,0,3,5,6,2,4,4,9,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3073881,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3114863,48,8,0,288,288,288,6,33,64,91,0,"No",0,0.03,0.12,0,"No","No","No","Yes","No","No" +1988945,0,2,0,14,14,14,0,0,1,1,0,"No",0,0.83,0.86,0,"Yes","No","No","No","No","Yes" +1275654,61,8,36,120,285,450,15,91,168,270,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1127676,1,9,5,17,25,32,2,6,6,6,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","Yes" +1335011,0,8,0,19,37,46,7,17,31,46,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2962985,81,8,0,20,20,20,5,11,23,38,9,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +3115542,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1759892,13,12,4,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1844333,4,NA,0,0,0,1,0,1,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1940651,144,2,7,250,540,870,60,213,438,544,78,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1282382,135,8,0,0,0,0,6,15,24,28,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2160602,17,2,0,40,80,120,6,26,57,82,9,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1934130,147,8,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1126252,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +3081145,5,9,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1777631,5,2,0,0,0,0,0,1,1,3,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2033900,4,2,0,0,4,9,0,2,4,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2058130,13,8,0,0,0,0,0,1,1,2,2,"No",0,0.79,0.83,0,"No","No","Yes","Yes","No","No" +2240332,277,2,45,236,386,686,91,241,541,791,110,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1952477,53,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2184102,3878,9,1614,995,2549,4103,673,1796,3548,5796,1007,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2106475,7,9,0,16,32,48,1,6,13,13,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1401895,4,8,0,4,8,12,4,4,8,10,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1897475,12545,8,0,10920,26520,38220,1315,9924,23883,32625,2187,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1511875,-3,8,0,12,13,19,2,9,17,21,1,"No",0,0.86,0.88,3,"No","No","No","Yes","No","Yes" +1383127,48,4,82,200,371,540,49,146,258,335,21,"No",5,0.73,0.78,0,"No","No","No","Yes","No","No" +2114311,3,12,0,0,0,0,0,0,1,1,1,"No",0,0.7,0.77,0,"Yes","No","No","Yes","No","No" +2063069,7,2,0,0,0,0,1,4,9,9,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +2152972,0,8,0,3,5,6,3,4,5,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1481566,240,9,7,0,0,0,28,75,130,216,26,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1130501,1,8,0,2,2,3,0,1,1,5,1,"No",0,0.17,0.34,0,"No","No","No","Yes","No","No" +1539767,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1523280,2306,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.87,0,"No","No","Yes","Yes","No","No" +1515478,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1454379,11,4,0,8,8,8,0,0,0,0,0,"No",0,0.82,0.88,0,"Yes","No","No","Yes","No","No" +1205588,98,16,2,0,16,32,6,15,44,71,30,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +2818022,9650,8,0,0,0,0,95,230,440,819,10,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3183451,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1190708,97,12,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.86,0,"No","No","Yes","Yes","No","No" +1837627,102,12,10,14,56,106,15,51,105,155,18,"No",0,0.08,0.12,0,"No","No","No","Yes","No","No" +2816808,0,10,0,3,4,5,0,3,3,3,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","Yes" +2027920,47,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2029324,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3009273,9,8,0,100,100,100,5,17,34,55,0,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1770289,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1372497,11,8,0,0,0,1,1,2,4,10,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2939117,139,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1398931,29,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1352881,1,2,24,330,570,840,87,267,485,495,15,"No",0,0.44,0.44,3,"No","No","Yes","Yes","No","Yes" +3061009,55,8,12,45,89,133,17,50,95,162,18,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2138293,-1,2,0,60,60,80,24,25,36,43,0,"No",0,0.95,0.96,1,"Yes","No","No","Yes","No","Yes" +1956394,2,8,0,12,24,36,6,11,18,23,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1462886,8,8,0,0,0,0,0,1,1,1,0,"No",0,1,0.83,0,"Yes","No","Yes","Yes","No","No" +2006433,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1683521,5,2,0,3,8,14,1,4,12,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1687088,15,12,0,0,0,0,1,2,5,9,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1314627,7,8,0,0,0,0,0,0,1,3,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1529807,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2043538,2,8,0,30,30,45,4,12,21,46,4,"No",0,0,0.2,0,"No","No","No","Yes","No","Yes" +2217916,1,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1835655,1,3,0,19,55,61,19,24,58,94,0,"No",0,0.29,0.34,0,"No","No","No","Yes","No","Yes" +2039305,50,12,0,0,0,0,0,1,2,2,1,"No",0,0.66,0.69,0,"Yes","No","Yes","Yes","No","No" +2239616,6,8,0,13,21,29,6,13,25,41,16,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +3084468,24,2,0,0,0,0,2,3,3,3,0,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +3018246,3,2,0,4,6,8,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2840153,2433,13,0,0,0,0,14,50,119,243,15,"No",0,1,1,0,"No","No","No","Yes","No","No" +1596469,6,8,0,55,87,119,13,40,125,156,22,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3131561,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1846885,12,12,0,28,42,70,10,33,51,69,12,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1660549,8,14,4,28,64,96,15,43,64,91,14,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +3133017,4,9,0,0,0,0,0,0,3,3,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +3153793,4,8,0,0,0,1,0,0,2,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2103950,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1365884,99,2,20,100,240,380,29,94,167,194,43,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1578722,2,2,0,3,7,10,1,3,6,6,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +2220805,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +3045281,83,8,0,0,0,0,3,9,21,23,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +1856365,44,14,1,108,108,108,2,47,51,104,3,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1693644,23,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2275137,1,2,1,1,3,4,0,2,3,4,0,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +1494310,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2215095,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3023933,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1157745,20,12,1,9,24,39,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1669344,0,8,2,15,25,25,1,2,11,17,2,"No",2,0.37,0.38,0,"No","No","No","Yes","No","Yes" +2116942,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1852472,0,12,0,6,9,13,1,4,8,8,0,"No",0,0.78,0.78,0,"Yes","No","No","No","No","Yes" +2854323,254,8,44,60,120,180,51,160,345,535,84,"No",0,0.63,0.68,0,"No","No","No","Yes","No","No" +1846109,4,2,0,0,3,3,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +1227706,120,52,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"Yes","No","Yes","No","No","No" +1134098,14,8,0,0,0,0,1,1,1,1,0,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","No" +2038188,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1184700,13,8,0,0,5,15,7,13,22,34,1,"No",0,0.89,0.6,0,"Yes","No","No","No","No","No" +1351006,46,2,0,0,0,0,0,0,4,4,1,"No",0,0.37,0.46,0,"Yes","No","No","Yes","No","No" +3252240,66,3,0,0,0,0,1,8,13,28,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1153432,7,2,0,12,24,48,4,14,25,29,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","Yes" +1299183,69,2,0,0,0,0,1,1,6,6,0,"No",0,1,0.89,0,"Yes","No","No","Yes","No","No" +2936111,0,2,4,10,10,10,0,0,0,0,1,"No",0,0.91,0.86,0,"Yes","No","Yes","Yes","No","No" +3134271,55,2,19,94,202,298,38,109,195,290,27,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3148326,0,8,0,5,5,5,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1551378,174,2,0,0,0,0,7,9,14,39,2,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","No" +1336243,63,16,0,0,0,0,0,6,20,32,8,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2290606,18,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"No","No","Yes","Yes","No","No" +3199758,0,2,4,0,0,0,0,0,0,0,0,"No",4,0.54,0.56,0,"No","No","No","Yes","No","No" +2009058,49,12,0,0,0,14,3,9,39,54,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1480054,5,2,0,2,4,8,0,2,6,7,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2010938,34,8,0,24,24,48,10,32,72,132,26,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1975586,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1706102,44,2,0,0,18,24,17,46,69,103,16,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1312549,-5,8,0,603,908,1152,87,265,550,906,102,"No",0,0.06,0.13,8,"No","No","Yes","Yes","No","Yes" +2896021,4,2,0,0,0,0,1,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2130654,3,2,0,0,0,0,0,0,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1440604,17,8,0,0,9,18,3,12,23,30,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +1726035,11,2,0,100,100,150,23,47,67,101,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1111670,-499,12,350,3452,5044,7188,747,2550,3572,4745,401,"No",0,0.49,0.72,525,"No","No","No","Yes","No","Yes" +1828052,2,8,12,13,26,39,3,17,36,47,3,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1914664,9,8,0,0,0,56,0,0,4,9,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1822551,99,8,0,30,60,120,15,45,111,189,45,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1140247,-1,8,0,9,13,17,10,11,16,21,0,"No",0,0.9,0.88,1,"No","No","No","Yes","No","Yes" +1644738,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1228151,2,8,0,0,0,10,2,10,15,25,4,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1728210,362,12,3,0,1000,1000,13,79,170,277,50,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2836941,36,2,0,0,0,0,0,5,15,19,1,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2105978,7,2,0,0,0,0,0,0,1,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1489762,3,2,0,10,10,10,0,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1583979,65,8,5,16,40,52,8,28,69,107,21,"No",0,1,1,0,"No","No","No","Yes","No","No" +1113122,0,10,2,0,0,1,0,0,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1685938,5,2,0,0,1,1,7,12,15,15,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","Yes" +1232751,0,2,0,99,131,131,0,0,0,0,5,"No",0,0.47,0.55,0,"Yes","No","No","Yes","No","Yes" +1384249,2717,8,0,0,0,0,33,112,222,350,73,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1115618,1,12,0,4,6,9,1,3,4,6,4,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3123425,442,2,183,1134,2142,3087,441,1228,2479,3840,303,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +2026730,0,2,0,33,57,81,0,0,0,0,4,"No",0,0.94,0.94,0,"No","No","Yes","Yes","No","Yes" +2094601,8,12,0,50,50,50,0,0,0,0,0,"No",0,0.27,0.26,0,"Yes","No","No","Yes","No","No" +1154959,2,8,0,26,39,39,4,7,18,28,2,"No",0,0.73,0.77,0,"No","No","No","Yes","No","Yes" +2203454,183,8,7,0,125,250,33,95,183,263,35,"No",0,0.99,0.94,0,"No","No","Yes","Yes","No","No" +3105983,5,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1817294,411,8,70,912,1488,1920,197,612,1143,1716,189,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2073376,158,8,61,1100,1650,2200,170,577,1239,1941,218,"No",0,0.21,0.4,0,"No","No","No","Yes","No","Yes" +1358492,31,2,0,0,0,0,0,3,11,15,1,"No",0,0.91,0.68,0,"No","No","No","Yes","No","Yes" +1693289,76,8,7,123,195,285,27,78,148,279,28,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +2843014,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.8,0,"No","No","No","Yes","No","No" +1881770,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","Yes","Yes","No","No" +1118260,0,2,0,40,60,60,0,0,0,0,0,"No",0,0.26,0.32,0,"No","No","No","Yes","No","Yes" +2148609,48,8,0,0,0,0,1,7,12,16,3,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2053698,40,8,1,9,27,36,5,23,59,103,21,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2979731,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2218678,172,8,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2108349,15,2,0,0,0,0,3,7,7,7,1,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +2285976,0,8,0,24,48,64,12,26,47,67,0,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +3124502,7,8,1,5,10,15,2,7,15,18,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1878507,96,8,76,144,216,288,35,152,270,423,61,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +1335007,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1928132,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1553442,53,8,32,324,604,924,91,337,632,910,41,"No",8,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3173255,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.65,0,"No","No","No","Yes","No","No" +3277004,1,2,0,0,0,0,1,1,1,2,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1145839,42,2,25,40,120,170,12,129,273,319,32,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2007881,0,52,0,25,25,25,0,0,0,0,0,"No",0,0.82,0.88,0,"Yes","No","Yes","No","No","Yes" +1854580,-3,8,0,64,112,160,18,51,107,160,22,"Yes",0,0.23,0.43,4,"No","No","Yes","Yes","No","Yes" +2956320,13,9,0,7,28,49,8,23,51,72,7,"No",0,0.38,0.5,0,"No","No","No","Yes","No","No" +3039993,630,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.84,0,"No","No","Yes","Yes","No","No" +2068285,344,4,97,718,1483,2173,289,737,1439,2123,192,"No",0,0.88,0.92,2,"No","No","Yes","Yes","No","No" +1710911,45,2,0,1,1,1,1,6,24,27,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2071410,0,8,0,0,3,5,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1911812,1,9,0,8,8,8,0,1,6,12,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2911297,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2933513,93,8,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.95,0,"No","No","Yes","Yes","No","No" +3143029,35,2,0,0,0,0,7,9,12,12,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +1323239,834,8,0,0,0,0,1,3,6,7,0,"No",0,0.56,0.74,0,"Yes","No","No","Yes","No","No" +1849474,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1606744,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1509997,3,52,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1166599,5,8,0,16,24,32,7,15,34,48,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +3024367,10,8,0,42,65,88,9,26,47,73,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2008443,10,52,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3217049,26,8,11,0,5,10,2,11,25,38,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1298574,168,8,1,307,580,822,107,339,649,970,113,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3283550,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1635871,15,8,0,19,38,38,3,8,13,19,3,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1821086,-4,8,0,24,40,48,1,6,16,32,5,"No",1,0.73,0.73,4,"No","No","No","Yes","No","Yes" +2995798,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.91,0.95,0,"No","No","Yes","Yes","No","No" +2914407,31,2,0,30,75,120,14,47,126,167,6,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1698049,88,15,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2067140,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1824874,10,12,0,24,24,24,5,11,25,33,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3048366,105,8,32,666,1042,1470,123,426,985,1237,228,"Yes",4,0.43,0.59,0,"No","Yes","No","Yes","No","No" +1665289,0,4,0,259,451,511,1,4,10,11,18,"No",4,0.79,0.66,0,"No","No","Yes","Yes","No","Yes" +3100766,146,2,0,0,0,0,0,0,2,4,3,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1252497,208,52,0,0,0,0,1,2,2,3,0,"No",0,0.82,0.89,0,"Yes","No","No","No","No","No" +1327298,16,2,0,26,52,78,10,25,45,59,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3183805,90,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1520727,4,4,1,7,8,9,1,7,16,23,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2898340,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1492375,182,2,26,192,432,672,90,312,622,790,68,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1747271,0,8,0,3,4,6,1,2,3,3,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +3075720,5,8,0,0,0,0,1,2,3,8,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1373697,23,8,0,0,0,0,0,3,6,14,2,"No",0,0.81,0.67,0,"No","No","No","Yes","No","No" +2263171,15,6,0,5,15,15,1,4,7,22,2,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1197264,7,2,0,9,18,27,1,7,14,28,0,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1114796,1,2,0,30,30,30,3,6,10,11,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +2016672,13,2,0,0,0,0,1,2,4,9,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1485675,3,2,0,30,60,60,7,12,28,51,0,"No",0,0.98,0.92,0,"No","No","No","Yes","No","Yes" +1185532,1,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1153725,7,2,0,26,26,26,5,19,23,23,0,"No",10,0.26,0.32,0,"Yes","No","No","Yes","No","Yes" +1930789,5,8,4,0,3,6,3,10,14,19,1,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2261817,2,2,0,0,1,3,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2040452,3,2,0,1,1,1,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +3071040,4,8,0,0,0,2,0,0,3,6,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2251909,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2043650,0,12,0,7,17,22,9,18,27,44,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1677339,6,8,0,5,12,20,0,7,11,23,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2914428,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.8,0.78,0,"Yes","No","Yes","Yes","No","Yes" +3168368,81,2,0,0,29,58,14,30,63,111,18,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3132545,349,2,56,280,952,1736,95,297,1326,2046,104,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +2276098,4,8,0,17,17,17,0,1,1,1,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2882335,79,8,9,38,57,95,31,60,103,160,26,"No",0,0.86,0.7,0,"No","No","No","Yes","No","No" +1950058,2,8,0,3,9,12,2,4,8,13,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1644480,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","Yes","Yes","No","No" +3188542,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2117865,7,15,0,0,0,1,0,2,3,7,0,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1993859,74,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2180334,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1448866,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2219778,102,2,14,83,187,257,80,231,340,617,46,"No",0,0.77,0.9,0,"No","No","No","Yes","No","No" +3153103,392,2,210,792,1502,2098,158,466,740,893,192,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1679933,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"Yes","No","Yes","Yes","No","No" +1754953,1062,8,0,0,0,0,70,173,409,777,30,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1649451,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1320242,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +3260257,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1400139,14,9,0,78,144,209,18,63,65,65,0,"No",3,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +2162294,4,8,0,0,0,1,2,4,12,16,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +2835108,38,8,0,0,0,0,0,0,0,0,1,"No",0,0.07,0.26,0,"No","No","No","Yes","No","No" +1500225,145,8,95,77,77,231,34,85,210,323,45,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3182712,51,2,0,0,0,0,0,0,12,14,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1426915,12,12,0,13,29,45,10,26,41,60,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1500099,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3222956,68,2,0,34,122,188,15,84,186,242,20,"No",0,0.03,0.1,0,"No","No","No","Yes","No","No" +1649246,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.77,0,"No","No","No","Yes","No","No" +3063371,163,52,0,0,0,0,1,2,2,4,0,"No",0,0.58,0.45,0,"Yes","No","No","Yes","No","No" +2183457,16,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1469463,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3007764,4,8,0,2,5,8,1,3,9,13,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1416990,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2895351,5,8,3,281,410,549,49,175,363,590,32,"No",16,0.5,0.52,2,"No","No","Yes","Yes","No","Yes" +2023615,16,16,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.35,0,"No","No","No","Yes","No","No" +1526743,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","Yes","Yes","No","No" +2200198,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2314349,93,8,63,65,170,310,18,77,174,272,55,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1457269,190,2,0,0,0,0,0,1,2,10,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1503000,37,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2815039,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1509091,11,5,0,16,16,16,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1824819,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1574928,49,0,19,226,378,539,67,161,259,321,71,"No",0,0,0,0,"No","No","No","No","No","Yes" +1291420,45,10,1,12,32,52,11,29,63,89,23,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3257787,2,2,0,10,25,45,4,10,31,46,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2093955,97,8,0,0,0,0,2,17,38,45,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +2144183,10,4,67,0,44,55,8,41,83,102,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2863963,554,16,13,0,0,0,33,152,305,429,63,"No",0,0.63,0.57,0,"Yes","No","Yes","No","No","No" +1137429,1,8,0,30,40,60,17,26,51,65,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +2847680,234,8,0,250,250,250,25,87,223,347,47,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2211557,1,8,0,12,12,12,2,6,13,19,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +1656747,1,8,0,7,10,13,1,4,8,12,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1552509,0,8,0,8,10,14,2,8,9,13,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2249205,662,8,22,0,0,0,48,142,285,451,60,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1694742,114,2,28,160,320,480,50,194,402,551,67,"No",0,0.45,0.57,0,"No","No","No","Yes","No","No" +3267372,101,8,2,0,41,82,17,50,106,144,26,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1540396,13,12,0,17,29,35,4,8,17,43,12,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1796878,0,9,0,14,26,38,3,12,17,23,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","Yes" +2049629,132,8,3,91,159,227,11,55,138,219,41,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1743927,9,2,0,0,4,8,0,1,7,18,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1311893,16,2,0,32,44,44,28,53,53,53,0,"No",0,0.61,0.62,0,"Yes","No","No","Yes","No","Yes" +1386816,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2173940,9,12,0,59,59,59,0,0,0,3,0,"No",0,0.27,0.26,0,"Yes","No","No","Yes","No","No" +1462425,39,8,0,0,0,0,0,9,17,25,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2975041,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1730555,71,8,0,0,0,0,0,3,5,7,0,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1169654,6,2,0,34,51,68,14,33,54,54,0,"No",0,0.48,0.53,0,"Yes","No","No","Yes","No","Yes" +2907759,3,4,0,0,0,0,0,0,3,3,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1182638,11,8,1,0,0,4,2,6,16,19,3,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +1660183,312,8,80,256,368,600,112,368,556,972,244,"No",0,0.89,0.77,0,"No","No","No","Yes","No","No" +1450715,0,2,0,28,28,28,0,0,0,0,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +1830439,2,12,1,0,0,2,0,0,2,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3271174,0,4,0,23,43,67,5,23,40,50,0,"No",3,0.79,0.87,0,"No","No","Yes","Yes","No","Yes" +1657815,2,8,0,6,10,14,3,5,8,11,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3175151,79,8,0,0,0,0,0,4,10,10,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3190849,377,52,0,0,0,0,12,24,33,47,6,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +3242715,0,8,0,11,11,15,2,5,11,14,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1619432,119,8,0,0,0,0,2,2,4,4,17,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1258702,10,8,0,0,12,12,0,3,5,11,1,"No",0,0.5,0.37,0,"No","No","No","Yes","No","Yes" +2901210,273,8,0,0,0,0,3,39,91,217,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +1715895,8,8,5,8,16,24,2,12,18,25,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1816956,7,8,0,10,25,50,3,19,42,64,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2283850,9,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2094121,22,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2286624,6,8,0,8,8,15,2,10,13,17,2,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1590120,3137,2,884,5936,11872,17472,1316,4002,7971,12447,1103,"No",0,0.9,0.94,0,"No","No","Yes","Yes","No","No" +1338252,40,4,0,170,510,510,26,151,255,354,88,"No",0,0.58,0.68,0,"No","No","No","Yes","No","Yes" +1735576,6,12,0,50,70,80,19,48,85,114,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1928224,24,4,0,0,6,13,0,1,1,1,1,"No",0,0.75,0.87,0,"No","No","Yes","Yes","No","No" +2181890,13,8,1,12,30,48,5,14,34,57,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +1811328,1,10,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2041665,23,3,0,0,0,0,1,2,7,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1134468,39,8,2,50,100,100,14,41,70,107,32,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +2007599,3,8,0,0,0,0,0,1,2,2,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +2853326,0,2,0,2095,3175,3181,24,36,36,36,131,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +1252242,24,8,0,0,20,20,1,8,17,23,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2996256,4,12,0,6,8,12,6,9,14,20,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1113336,61,8,0,300,300,300,15,34,56,80,16,"No",0,1,0.5,0,"No","No","No","Yes","No","No" +3031094,42,NA,0,0,0,0,2,9,12,17,42,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1218705,7,2,0,0,6,6,4,9,14,14,0,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","Yes" +2189256,11,2,0,0,0,0,0,0,0,4,0,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +1236115,40,8,3,24,24,34,8,15,28,38,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3182147,3,8,0,1,2,4,0,1,3,5,4,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1407587,193,8,0,0,0,0,2,8,11,22,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2917934,59,8,0,120,180,240,0,87,105,105,21,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +2858545,91,2,22,81,160,239,31,85,148,226,41,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +1977386,0,12,0,8,8,8,0,8,9,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1751600,10,2,0,48,84,132,11,40,90,146,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1866429,0,5,0,16,16,16,0,1,1,1,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1209960,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.68,0,"Yes","No","No","Yes","No","No" +1282644,201,12,0,100,200,300,38,106,194,357,25,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1146003,1,2,0,15,26,37,5,13,29,38,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","Yes" +1426834,91,14,0,0,0,0,21,34,68,86,0,"No",0,0.37,0.6,0,"No","No","No","Yes","No","No" +2217107,2,8,0,33,33,33,0,0,2,3,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1483935,3,8,0,10,22,28,4,6,15,27,2,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1793378,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +3101164,268,8,20,125,248,412,54,173,368,574,44,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1312499,113,4,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1478582,1,8,0,25,25,25,3,6,8,9,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1876540,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1557640,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.62,0,"No","No","No","Yes","No","No" +1396706,9,12,6,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1363725,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3243178,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2126216,133,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +2864119,11748,52,10,0,0,0,145,466,1046,1542,110,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1670395,12,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.22,0,"No","No","No","Yes","No","No" +3028335,12,8,0,13,13,23,3,6,11,21,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1673908,87,8,0,0,0,0,4,14,24,31,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3114218,472,5,0,272,612,1020,99,408,954,1388,407,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1597131,4,8,0,0,0,1,1,1,4,5,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1930354,56,8,19,49,103,153,23,69,128,231,49,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1711776,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3214047,437,2,57,0,0,206,35,101,181,217,50,"No",0,0.64,0.62,0,"No","No","No","Yes","No","No" +1357895,15,8,0,8,24,44,1,4,21,33,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3069136,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1383216,2,2,0,40,60,80,3,15,22,22,2,"No",0,0.95,0.84,0,"No","No","No","No","No","Yes" +1436917,125,8,0,127,254,381,6,24,219,274,18,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3263393,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1140766,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2238905,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.85,0,"No","No","No","Yes","No","Yes" +1368439,3,2,0,25,25,25,0,0,0,0,0,"No",0,0.84,0.73,0,"Yes","No","No","Yes","No","No" +1211244,19,4,0,0,0,0,0,1,6,9,1,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1776576,60,8,0,746,746,746,5,17,44,70,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1498673,2,12,0,0,0,1,0,1,2,2,2,"No",0,0.1,0.27,0,"No","No","No","Yes","No","No" +1424770,6,4,0,0,0,0,0,0,0,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2878783,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1926722,8,8,0,0,4,8,1,4,8,9,0,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1352513,110,8,0,0,0,0,1,2,4,9,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2822620,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1378697,145,8,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2041404,164,12,2,0,0,100,19,41,97,159,11,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3206775,813,NA,1,0,0,0,4,15,25,40,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2859404,0,2,0,0,0,0,2,3,3,3,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","Yes" +1802421,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","Yes","Yes","No","No" +3052939,51,8,1,60,100,140,21,59,82,141,55,"No",20,0.34,0.57,0,"No","No","No","Yes","No","No" +1381357,0,2,0,72,108,108,0,0,0,0,4,"No",0,0.67,0.55,0,"Yes","No","No","No","No","Yes" +2233245,37,14,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2060510,4,9,0,10,14,22,3,10,15,21,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2272202,333,NA,275,0,0,0,160,451,672,684,147,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1340021,33,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1561901,6,8,0,12,12,20,2,4,13,18,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2023768,12,12,12,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2880507,107,8,1,120,120,120,10,29,71,118,21,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2231367,101,8,0,6,9,13,3,6,9,12,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2953311,10,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1394524,0,2,0,540,540,540,0,0,0,0,8,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","Yes" +2219555,142,4,18,11,11,11,9,23,36,36,28,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2997339,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1461354,13,2,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1666788,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +1677374,12,NA,0,0,0,0,0,0,1,1,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2028520,7,9,0,0,0,0,0,1,2,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2238629,12,2,0,60,60,60,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3088324,17,2,0,15,30,50,6,15,31,38,4,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1383194,11,3,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +1228643,-1,2,0,10,14,20,9,12,26,33,0,"No",0,1,1,1,"No","No","Yes","Yes","No","Yes" +2876706,9,4,2,4,6,7,0,3,8,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3199267,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1498499,26,8,0,0,0,0,0,1,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1355780,17,8,0,5,15,33,15,35,62,92,13,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1709540,13,9,0,0,5,10,2,6,16,32,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2953646,2,8,0,0,0,0,1,3,5,5,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1805613,1,8,0,0,0,0,2,2,4,6,3,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2142672,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2023274,109,8,17,672,1056,1392,148,435,877,1285,154,"No",48,0.61,0.57,5,"No","No","Yes","Yes","No","Yes" +1171871,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1705019,155,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1865135,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2830626,40,4,0,0,0,0,6,6,7,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3122267,16,8,0,0,9,15,4,12,23,41,6,"No",0,0.25,0.31,0,"No","No","No","Yes","No","No" +2990644,84,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1826960,124,2,2,0,60,120,16,61,110,166,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2267345,35,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1964399,68,8,60,0,0,60,6,33,82,115,6,"No",0,0.46,0.59,0,"No","No","No","Yes","No","No" +1535174,69,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2307640,8,2,0,2,6,8,0,5,6,12,3,"No",0,0.99,0.92,0,"No","No","No","Yes","No","Yes" +3093112,14,12,0,0,0,6,1,6,12,22,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1822241,7,8,0,0,0,1,0,3,7,9,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1550862,181,8,37,90,180,270,48,129,234,459,43,"No",0,1,0.76,0,"No","No","Yes","Yes","No","No" +1775063,6,16,0,14,22,30,0,6,13,17,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1894203,1,8,0,3,5,8,3,4,5,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1142561,8,4,0,0,0,0,0,0,3,3,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3254310,11,12,5,0,0,0,3,5,11,17,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1664900,3217,18,1597,6574,6574,6574,586,1503,3362,4742,302,"No",0,0.69,0.69,2,"No","No","No","Yes","No","No" +3056504,40,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2242968,4415,52,0,0,0,0,105,431,877,1383,110,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1311857,2,2,0,1,3,4,0,1,4,5,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","Yes" +2091844,1,8,2,14,26,44,5,18,30,36,4,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1797965,51,52,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1552844,11,8,1,64,89,97,14,40,90,134,11,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2315365,11,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2031797,3,8,0,0,0,0,2,2,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1282623,3,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3039605,7,12,0,0,0,0,2,2,8,13,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1168178,2,9,0,2,4,6,0,2,4,6,0,"No",0,0.67,0.8,0,"No","No","No","Yes","No","Yes" +2259660,75,8,1,500,500,500,14,42,78,126,27,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1959296,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1473478,25,8,0,0,0,0,0,5,5,5,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2121433,12,8,0,0,10,10,1,5,10,15,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1630622,98,8,0,40,120,160,17,69,142,222,25,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2070131,41,8,3,295,507,681,33,174,387,612,35,"No",13,0.51,0.53,0,"No","No","Yes","Yes","No","Yes" +3252815,0,12,0,90,141,195,37,64,128,167,18,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +3169313,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1579008,1,2,0,4,6,6,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1741127,111,2,0,0,0,0,2,3,12,13,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1266508,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1296954,44,0,0,0,0,7,3,13,24,30,4,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1472480,65,8,0,0,0,18,5,17,34,74,14,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2240344,0,8,0,15,23,31,3,10,16,24,0,"No",0,0.75,0.64,0,"No","No","Yes","Yes","No","Yes" +1729640,15,8,0,13,17,21,0,4,5,18,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +2052225,11,8,0,0,2,3,2,2,5,8,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1940227,1,8,0,2,3,5,3,3,6,8,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1375071,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2088016,125,8,0,0,0,0,4,14,27,56,10,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +2047062,15,8,0,0,0,0,3,6,11,15,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1437738,40,2,0,0,0,0,1,2,6,12,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2138244,111,2,0,0,0,0,1,4,6,7,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3104813,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3174709,28,2,0,17,34,68,3,14,27,40,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1397864,0,2,0,45,45,45,0,0,0,0,0,"No",0,0.78,0.83,0,"Yes","No","Yes","Yes","No","No" +1605214,112,2,0,0,0,0,0,0,2,2,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +1669437,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2876260,82,2,33,50,120,190,26,71,136,226,28,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3115702,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1594372,24,9,0,0,2,6,2,7,12,17,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3171749,96,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3081759,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2892729,12,2,0,5,5,5,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +1593983,4,4,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1706635,664,9,417,1299,2211,2667,769,1934,3783,4736,204,"No",0,0.68,0.66,160,"No","No","No","Yes","No","No" +1620285,6,0,0,0,0,0,0,0,1,2,2,"No",0,0,0,0,"No","No","No","No","No","No" +1836875,36,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1918604,1,2,0,6,9,15,2,5,13,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1657503,8,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2113936,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +1434036,17,13,0,0,6,6,1,2,5,10,2,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1851003,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2903959,305,8,105,474,843,1335,146,441,858,1255,93,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1877460,2,3,1,2,4,7,1,6,9,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1116522,130,8,0,0,0,0,0,1,2,2,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3103972,41,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1469332,20,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1495200,18,2,0,0,0,0,0,0,2,5,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1617710,489,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3186706,142,8,11,149,269,359,55,193,338,529,65,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +2018359,45,0,2,24,48,72,8,22,59,94,13,"No",0,0,0,0,"No","No","No","No","No","No" +1967990,15,2,0,0,0,0,2,3,3,3,0,"No",0,0.33,0.42,0,"Yes","No","No","Yes","No","No" +1641955,21,8,8,471,798,1123,102,308,610,965,101,"No",32,0.62,0.62,6,"Yes","No","No","Yes","No","Yes" +1655764,32,2,0,0,0,0,1,3,5,6,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1318918,64,2,0,0,0,0,2,6,6,6,0,"No",0,0.81,0.9,0,"Yes","No","No","Yes","No","No" +3130208,8,8,0,14,21,28,10,14,17,17,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3050477,78,NA,0,0,0,0,116,470,678,1019,63,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1835143,79,2,0,0,0,0,1,1,3,5,4,"No",0,0,0,0,"No","No","No","Yes","No","No" +3242215,9,9,0,4,4,6,1,5,6,11,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" 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+1117177,114,8,128,40,185,330,47,172,335,459,55,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","No" +3100435,-1,9,0,11,11,36,1,18,24,29,3,"No",8,0.58,0.45,1,"No","No","No","Yes","No","Yes" +1204582,8,2,4,14,41,80,11,31,44,44,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1833040,0,2,125,143,333,533,5,9,12,12,0,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","No" +1624411,517,12,0,0,0,0,104,104,108,110,11,"No",0,0.57,0.69,0,"Yes","No","No","Yes","No","No" +2006154,2,2,0,0,0,0,0,1,6,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2154441,28,15,0,0,10,20,3,23,34,37,0,"No",0,0.9,0.91,0,"No","No","No","Yes","No","Yes" +2119545,83,8,10,0,24,50,8,24,70,105,74,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1355586,4,8,0,2,5,7,2,4,6,8,8,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1514091,16,12,7,432,720,960,433,622,848,1079,62,"No",0,0.98,0.97,21,"No","No","No","Yes","No","Yes" +1380087,56,12,2,24,48,96,8,32,73,116,14,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1320459,37,9,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1370397,3,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2228498,12,8,0,0,0,0,1,8,19,29,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +2140323,7,8,0,0,6,12,1,7,10,15,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1651386,66,8,9,45,100,165,20,67,119,182,74,"No",0,0.69,0.57,0,"No","No","No","Yes","No","No" +1911575,474,2,0,0,0,0,3,6,10,10,1,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +1690967,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2253701,0,2,0,30,30,30,0,1,1,1,0,"No",0,0.22,0.27,0,"Yes","No","No","Yes","No","Yes" +3243961,22,0,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1680286,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2008847,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +2101223,11,NA,0,0,4,8,0,12,12,19,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1425986,1,8,1,1,2,3,0,2,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3252460,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1165899,8,12,8,5,5,5,0,0,0,0,1,"No",5,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3113048,7,8,0,5,6,9,1,4,11,14,2,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +2919155,0,2,0,0,10,15,0,0,0,2,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1565490,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","No" +1366207,2386,52,0,0,0,0,65,77,103,186,10,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1309426,64,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1514359,0,2,0,75,110,180,13,44,65,68,0,"No",15,0.38,0.4,0,"No","No","No","Yes","No","Yes" +1852120,11,8,0,0,0,0,4,8,18,29,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1117812,9,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3032006,51,8,105,0,0,0,15,50,98,160,0,"No",0,0.84,0.53,0,"No","No","Yes","Yes","No","No" +3009981,4,4,1,1,3,4,1,2,5,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1872434,4,2,0,25,25,25,8,8,8,8,3,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","Yes" +1636332,53,2,0,0,0,0,1,6,15,20,5,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3247048,12,8,0,0,0,0,0,1,2,5,0,"No",0,0.87,0.92,0,"Yes","No","No","Yes","No","No" +1211409,0,4,0,12,12,12,2,4,4,4,10,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","Yes" +1954970,272,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1985576,94,8,13,78,138,204,31,68,132,249,31,"No",0,0.78,0.72,0,"No","No","Yes","Yes","No","No" +1903236,258,NA,0,0,0,0,8,20,33,56,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2931479,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +2244507,10,4,0,0,0,0,2,21,59,75,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1263973,1436,4,9,0,0,0,12,60,131,202,55,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2830227,31,8,9,35,61,87,15,33,63,104,18,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1604767,18,4,0,0,0,0,0,0,1,1,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1378792,45,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1760997,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1344285,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.78,0,"No","No","No","Yes","No","No" +1883513,38,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1896748,7,8,0,0,0,0,2,2,2,2,0,"No",0,0.96,0.85,0,"Yes","No","No","Yes","No","Yes" +2954683,2,8,0,33,48,58,4,15,27,50,0,"Yes",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1750315,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2943347,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1290596,6,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2080715,17,10,0,54,81,120,9,137,181,224,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1879081,3,9,0,0,0,1,0,0,2,3,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1531080,5,8,0,74,102,130,11,32,63,107,21,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +1681061,2,9,0,0,0,1,0,0,2,2,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1505477,11,8,0,0,0,0,0,0,0,2,0,"No",0,0.81,0.87,0,"Yes","No","Yes","Yes","No","No" +1535798,52,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1769876,27,8,51,371,565,887,81,314,571,733,60,"No",29,0.79,0.66,3,"No","No","No","Yes","No","Yes" +1187784,100,12,22,50,100,150,11,42,102,149,34,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +3059496,454,NA,0,0,0,0,12,28,53,65,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3196377,0,8,4,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2224851,61,52,0,0,0,0,0,0,0,2,2,"No",0,0.66,0.67,0,"Yes","No","No","Yes","No","No" +1763774,260,9,0,0,0,0,0,0,0,5,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1554106,2,2,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1533288,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3011174,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2829794,22,4,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.91,0,"Yes","No","No","Yes","No","No" +1287271,357,12,0,0,0,0,16,26,50,77,35,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1805829,4,8,0,43,43,67,9,26,58,83,6,"No",3,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2886452,9,9,8,0,0,0,0,1,9,9,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1784706,814,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +1232377,1,3,0,2,3,5,0,2,2,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1666270,7,8,0,0,0,18,0,2,6,6,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2825504,2,8,0,0,0,1,0,1,1,1,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2298629,3,8,0,0,1,2,0,0,2,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2309184,1,9,0,9,9,9,2,6,6,6,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +2248009,2,2,0,0,0,0,2,2,4,4,0,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +2212987,-6,5,0,87,153,226,7,26,43,48,6,"No",0,0.65,0.69,6,"Yes","No","No","Yes","No","Yes" +2196568,40,2,0,0,0,0,0,0,1,2,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1294719,2,8,0,0,0,0,0,1,1,2,2,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +1585294,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2193796,2,2,0,0,0,0,0,1,2,2,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1738925,2,8,0,48,48,48,0,1,1,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2153502,1762,12,0,0,0,0,5,14,26,44,6,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2903923,662,8,0,0,0,0,2,7,26,36,3,"No",0,0.02,0.12,0,"No","No","No","Yes","No","No" +1963683,16,2,0,46,88,130,18,36,70,98,0,"No",11,0.51,0.53,0,"No","No","Yes","Yes","No","No" +3201533,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1605109,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +2049972,1,12,0,0,0,0,1,1,1,2,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +2169428,9,2,2,0,0,0,0,0,0,0,0,"No",0,0.8,0.57,0,"Yes","No","No","Yes","No","No" +2038294,7,8,0,0,2,3,3,3,6,7,2,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1384509,56,2,0,0,36,63,10,56,100,123,18,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1993775,407,8,257,1094,2061,2927,378,1259,2646,4059,350,"No",0,0.76,0.72,10,"No","No","No","Yes","No","No" +1856843,0,2,2,8,12,18,3,9,13,17,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1225073,0,12,0,4,4,4,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +3218593,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1982938,3,8,0,4,4,5,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1827068,0,8,0,2,3,4,2,2,3,5,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1531342,1515,8,2150,2824,7405,11668,1232,4290,7359,7388,1166,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2235125,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +2060878,1,2,14,16,31,31,8,18,34,50,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1623854,7,8,0,13,13,13,1,4,10,17,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2119229,13,12,12,8,12,22,0,5,16,21,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1447852,18,9,0,4,30,43,5,25,53,91,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3121346,24,8,19,40,103,145,18,52,91,140,1,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2182036,8,2,0,5,7,7,1,1,1,1,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1480042,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1329376,1580,NA,0,0,0,0,10,74,110,220,15,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1237243,1,8,0,20,20,20,2,12,19,26,1,"No",0,0.25,0.15,0,"No","No","No","Yes","No","Yes" +1725074,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2242920,0,NA,0,200,300,500,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2847991,853,8,254,653,1323,1323,181,490,912,1427,274,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1778085,9,8,0,8,8,16,2,4,14,19,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1362613,3,12,0,14,21,35,9,14,27,30,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2249028,-3,8,8,22,34,40,15,27,35,46,8,"No",3,0.5,0.46,3,"No","No","No","Yes","No","No" +2872204,392,14,109,577,1117,1477,196,767,1339,1857,84,"No",19,0.65,0.71,0,"No","No","No","Yes","No","No" +2936233,6,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2122015,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2918347,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1999549,146,8,0,9,9,9,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2973528,137,2,0,35,105,210,32,111,255,363,6,"No",0,0.34,0.34,0,"No","No","Yes","Yes","No","No" +1381089,2,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1253981,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2184308,608,8,0,0,0,0,4,47,346,987,13,"No",0,0,0,0,"No","No","No","Yes","No","No" +1981394,246,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1312688,4,8,0,10,10,10,1,5,6,6,1,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1557601,1,8,0,2,4,6,1,5,5,6,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1519552,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3283697,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1441791,2,8,0,0,1,2,0,1,1,3,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1134083,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1432861,1,8,0,4,8,8,1,4,5,5,0,"No",4,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1611562,43,8,0,0,0,0,1,6,8,10,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3065282,61,8,4,24,48,72,10,26,52,86,17,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1374196,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +3170106,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1286812,181,8,0,68,136,204,24,70,177,226,34,"No",0,1,1,0,"No","No","No","Yes","No","No" +2257100,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3196104,129,12,35,147,198,266,58,150,226,356,63,"No",0,0.91,0.7,0,"No","No","No","Yes","No","No" +1428979,1,8,0,3,5,7,0,3,4,4,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2958645,2,12,0,1,2,4,0,1,2,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1568608,26,8,14,28,63,98,16,54,103,158,21,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3136834,9206,9,28,0,0,0,214,1370,3546,4481,408,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1952013,-13,8,0,1385,1665,2225,101,907,916,1746,315,"No",0,0.49,0.5,0,"No","No","No","Yes","No","Yes" +1160039,2,8,0,1,2,4,0,1,2,3,0,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2938228,30,4,47,39,75,93,10,44,89,121,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1118740,7,2,0,9,24,42,7,16,28,32,3,"No",0,0.37,0.42,0,"No","No","No","Yes","No","Yes" +1934969,10,9,9,0,0,8,2,6,14,24,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3026615,33,8,0,0,10,25,3,12,42,60,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2802748,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1795205,2,8,2,0,0,1,0,0,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1609615,2,12,1,10,10,10,0,0,2,5,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +3238757,4,8,0,4,13,19,4,12,21,25,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2107463,-42,8,0,574,754,970,109,394,610,949,98,"No",36,0.4,0.43,42,"No","No","No","Yes","No","Yes" +1950325,4,8,0,10,24,31,5,16,21,39,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +1421110,747,8,0,0,0,0,0,7,12,18,4,"No",0,0.02,0.27,0,"No","No","No","Yes","No","No" +1288646,25,8,0,0,10,31,2,14,50,62,0,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +3068814,189,52,0,0,0,0,2,9,24,36,2,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1721140,12,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3112298,190,8,33,129,301,473,55,194,388,589,130,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1857547,3,9,1,2,2,2,1,2,9,12,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1477757,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +1710144,145,2,76,96,176,224,34,95,172,258,52,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1762486,7,8,4,40,75,124,12,25,53,79,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +2997280,30,2,0,0,0,0,0,3,6,7,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2996635,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1284009,18,8,0,0,0,0,6,14,20,43,4,"No",0,0.53,0.68,0,"No","No","No","Yes","No","No" +1874489,29,4,0,0,10,20,5,11,36,49,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2060273,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3215663,228,2,53,529,1282,1999,163,684,1437,1611,0,"No",0,0.73,0.7,0,"No","No","Yes","Yes","No","No" +2062633,1,4,38,20,20,20,6,16,19,19,2,"No",19,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2011800,110,8,22,90,213,313,44,121,219,333,74,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2818748,30,8,15,9,30,48,6,18,39,72,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2173197,51,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1881756,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1688672,157,8,0,0,0,0,1,8,11,18,1,"No",0,1,0.84,0,"Yes","No","Yes","Yes","No","No" +2024381,-24,8,9,556,754,952,116,386,616,978,102,"No",18,0.31,0.41,37,"No","No","No","Yes","No","Yes" +1767199,0,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1636570,54,2,0,0,18,54,11,57,103,124,19,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1922812,13,8,4,32,76,108,13,30,68,112,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1717621,354,3,207,1458,2466,3456,474,1248,1532,1533,443,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","No" +1977759,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1830281,8,8,0,0,0,0,0,0,0,1,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2970624,2,12,0,16,16,16,0,4,6,6,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1208001,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2819675,37,8,18,65,65,65,16,41,78,109,23,"No",20,1,1,0,"No","No","No","Yes","No","No" +1677585,3,8,0,1,2,2,0,0,0,0,0,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +2150363,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2158833,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +1652084,11,8,0,0,2,8,0,7,9,10,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2148123,510,2,9,336,728,1176,94,305,513,524,190,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1292190,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1638554,61,8,24,42,90,114,21,62,112,172,17,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2861096,12,8,0,0,0,0,0,4,4,5,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2087620,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.53,0.5,0,"No","No","No","Yes","No","No" +2890077,347,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1851252,79,2,0,0,0,0,4,14,18,22,0,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","Yes" +3158033,4,8,0,0,0,0,1,1,2,4,0,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +2191007,67,8,0,0,0,0,1,1,2,3,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +3016833,518,3,111,462,1016,1490,192,598,1218,1995,179,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1254008,0,8,0,40,100,130,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2296540,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1517450,194,8,0,100,100,300,10,110,221,335,51,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1773474,12,8,0,32,60,88,5,29,60,92,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1890945,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +2848178,168,2,6,147,245,392,46,127,174,175,52,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +3194660,1338,11,564,10631,16611,20411,1816,5597,11985,22733,2054,"No",974,0.85,0.8,0,"No","No","No","Yes","No","No" +1777520,59,12,0,0,0,0,0,1,4,7,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +1806613,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1431268,41,2,0,0,0,0,0,1,1,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1217267,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2079745,0,2,0,74,74,74,0,0,0,0,0,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +1857174,0,8,0,2833,4743,5751,1,1,3,7,15,"No",0,0.8,0.8,0,"No","No","No","Yes","No","Yes" +2935960,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2003893,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3044675,9,17,0,0,0,0,1,6,7,7,1,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +3143357,3,8,45,87,220,354,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2279703,0,2,0,8,104,104,0,0,0,0,0,"No",0,0.77,0.85,0,"Yes","No","No","Yes","No","No" +3224763,70,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3058089,410,8,0,0,0,0,0,2,5,13,6,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1362368,-30,8,20,164,304,464,2,78,142,146,1,"No",0,0.85,0.9,30,"No","No","No","Yes","No","Yes" +1958037,22,8,0,5,17,19,0,0,2,2,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2310592,0,NA,0,0,0,0,1,70,195,285,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2136526,0,2,0,4,7,7,0,0,0,0,0,"No",3,0.84,0.83,0,"No","No","No","Yes","No","Yes" +3030729,100,2,30,420,780,1170,130,344,618,930,58,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1342732,16,8,0,8,16,32,4,8,16,27,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +2830560,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1235623,21,NA,0,0,0,0,1,2,3,5,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2154596,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2987682,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1462059,0,2,0,20,36,40,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +2221747,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","No" +1270793,0,17,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1334577,2,8,0,0,0,25,0,0,1,2,1,"No",0,0.25,0.15,0,"No","No","No","Yes","No","No" +1264713,3,9,0,12,22,33,3,15,41,52,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1424850,34,8,0,0,0,0,0,2,8,10,6,"No",0,0.84,0.82,0,"Yes","No","No","Yes","No","No" +1724153,118,8,37,250,500,500,34,115,249,427,50,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2217124,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.65,0.69,0,"No","No","No","Yes","No","No" +2960834,0,2,0,4,10,10,0,2,2,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1140460,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1595928,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +3079002,75,9,0,0,0,0,5,10,10,15,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2275098,35,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1685004,1,NA,0,0,0,0,4,7,29,42,5,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1449901,5,2,0,42,42,63,13,25,38,57,2,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +1893054,3,8,0,4,10,13,2,5,9,11,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1586934,2,8,0,8,8,13,0,4,6,9,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2176508,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","Yes","Yes","No","Yes" +1319441,30,8,0,0,0,0,2,3,3,3,1,"No",0,0.92,0.79,0,"No","No","Yes","Yes","No","No" +1930133,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1996784,0,8,0,20,36,56,9,23,50,70,2,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +1302934,2,2,1,38,38,38,4,11,13,13,0,"No",38,0.37,0.42,0,"Yes","No","No","Yes","No","No" +2216812,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +3073851,2,8,0,0,0,0,1,1,1,1,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1550766,3,3,0,2,2,2,0,1,1,1,0,"No",1,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1492175,0,4,0,18,30,33,2,2,2,2,0,"No",0,0.63,0.72,2,"Yes","No","Yes","Yes","No","Yes" +1948951,1,2,0,3,6,8,1,2,6,10,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +3089215,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2948428,99,8,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.21,0,"No","No","No","Yes","No","No" +1278595,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2179894,1,2,0,4,7,10,1,4,7,12,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2980959,15,2,0,0,0,0,0,0,24,24,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3218699,3,2,0,32,48,72,9,26,33,52,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1605552,198,16,1,0,0,240,9,37,99,168,27,"No",0,0.44,0.23,0,"No","No","Yes","Yes","No","No" +1152289,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1976877,2,8,0,0,0,1,0,0,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1214829,0,8,0,40,90,120,7,27,58,104,6,"No",0,0.94,0.94,0,"No","No","No","Yes","No","Yes" +1285244,4,9,0,0,0,0,0,0,1,2,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1957699,9,8,0,12,24,48,4,12,23,39,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1755746,3,8,0,84,84,84,0,0,0,0,0,"No",0,0.88,0.78,0,"No","No","Yes","Yes","No","No" +1366573,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.91,0,"No","No","No","Yes","No","No" +1757804,0,8,0,10,10,10,0,1,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2298599,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1503726,34,52,0,0,0,0,1,2,3,4,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3130891,50,12,47,18,88,158,18,41,124,185,30,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1745049,276,8,100,200,400,700,50,205,430,670,87,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2915892,1,9,0,0,0,0,0,0,0,1,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +3038914,202,2,0,0,0,0,6,17,35,53,0,"No",0,0.92,0.87,0,"No","No","Yes","Yes","No","No" +1588215,-1,0,0,29,47,65,7,16,41,52,2,"No",0,0,0,1,"No","No","No","No","No","Yes" +1708112,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1359398,262,8,214,700,1400,2000,162,673,1273,2071,183,"No",0,0.23,0.63,0,"No","No","No","Yes","No","No" +1186172,7,12,0,20,20,40,5,16,23,37,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2985045,1,8,0,2,2,2,1,4,4,8,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2095733,20,2,0,12,24,28,4,11,31,49,0,"No",0,0.74,0.79,0,"No","No","No","Yes","No","No" +1545018,67,2,0,0,0,0,11,21,44,62,1,"No",0,0.24,0.19,0,"Yes","No","No","Yes","No","No" +1820316,73,8,1,200,200,200,16,42,73,112,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1441259,11,8,0,0,0,0,0,1,1,1,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +3211909,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +2802353,8,8,0,0,0,2,1,3,8,19,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2194614,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2883057,1,9,1,0,1,1,0,0,1,2,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1723313,1,8,0,25,25,25,3,6,8,8,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2953997,7,8,0,11,21,32,10,26,55,74,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2193270,3,12,0,50,50,50,4,19,38,56,6,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +1563355,12,9,0,0,0,0,0,2,6,8,4,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2853312,94,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2250305,3,12,0,2,2,2,0,1,2,2,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +2887095,6,2,0,10,10,10,2,3,3,3,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2308576,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1319861,7,8,0,13,35,53,4,13,34,53,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1747937,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1287147,12,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2871124,4,2,30,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3112199,5,8,0,0,2,5,1,2,10,11,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1471709,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1530913,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +3053390,0,8,0,1,1,2,2,2,3,3,2,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2119683,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1720211,19,12,2,4,4,4,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1267576,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1562998,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +2237084,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2261503,2,3,0,108,216,324,42,95,137,183,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +3069879,0,8,0,19,31,43,5,14,25,49,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1469068,0,0,0,46,46,46,9,20,30,41,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +3125379,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3061732,27,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1174454,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1534896,8,3,0,0,0,0,1,1,6,8,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3257946,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3042302,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2042980,1372,2,0,0,0,0,2,8,16,29,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1577223,8,6,0,8,24,24,1,4,17,34,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2258162,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1646263,129,8,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +3074690,52,8,2,128,235,337,29,118,230,345,26,"No",9,0.75,0.67,0,"No","No","No","Yes","No","No" +2824600,74,8,14,2,13,13,0,0,0,0,17,"No",0,0.83,0.86,0,"No","No","Yes","Yes","No","No" +1754280,5,8,5,71,111,131,7,42,79,125,31,"No",0,0.58,0.57,0,"No","No","No","Yes","No","Yes" +1441149,55,8,217,300,600,900,138,389,644,884,181,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1706758,72,9,0,0,0,0,0,1,10,16,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1713338,10,8,0,12,27,45,4,14,24,37,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1642033,24,4,0,0,0,10,0,0,23,24,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1285305,14,4,0,25,50,75,13,33,66,66,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3150185,109,2,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1730276,89,12,9,0,0,45,10,36,67,94,17,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1715493,7,2,1,1,6,12,1,1,1,1,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1824512,-3,8,67,173,173,173,70,155,178,200,39,"No",0,1,0.97,70,"No","No","No","Yes","No","Yes" +1840918,32,8,0,0,0,0,1,5,11,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1692619,133,8,0,131,218,334,27,110,179,496,46,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1251651,1295,8,0,2250,3000,3750,446,946,2053,3944,678,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2233331,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1583477,97,8,0,176,261,346,54,124,227,367,29,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3151563,4,4,0,0,1,2,0,0,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1963870,76,16,7,28,112,140,28,65,139,195,22,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +2015616,5,2,0,12,12,12,2,2,2,2,0,"No",12,0.78,0.76,0,"Yes","No","No","Yes","No","No" +1996158,158,52,0,0,0,0,10,22,36,57,1,"No",0,0.75,0.72,0,"Yes","No","Yes","Yes","No","No" +1309851,2,8,0,6,14,18,5,9,11,21,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1555736,95,8,0,0,0,0,1,1,1,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1993603,21255,8,5420,0,0,0,136,562,1137,1672,342,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1254061,33,8,0,0,0,0,1,7,11,21,9,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1272355,5,9,0,0,0,0,1,2,3,7,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1627404,0,5,0,16,16,16,1,1,1,1,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +2013894,27,0,0,70,70,105,24,42,70,95,24,"No",0,0,0,1,"No","No","No","No","No","No" +1520704,2,8,0,0,0,0,0,1,1,1,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1861757,28,10,0,35,70,105,17,50,82,127,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1380728,60,17,0,64,144,208,24,70,131,204,24,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1497633,257,8,295,1400,2400,3400,302,991,1891,3070,276,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +3000987,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1444958,13,8,45,12,60,108,14,42,86,143,13,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1628113,15,8,0,15,30,45,4,11,40,56,3,"No",0,0.85,0.9,0,"No","No","No","Yes","No","Yes" +1981622,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1665315,3,4,0,2,3,3,1,1,1,1,0,"No",1,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1168734,5,8,0,15,22,29,4,10,21,28,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1841415,0,2,0,43,78,113,14,43,65,83,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +3170628,2,8,0,2,4,7,1,3,5,6,6,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1147953,0,2,0,4,6,9,3,6,8,12,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1258740,34,2,23,12,54,84,50,219,293,376,8,"No",0,0.99,0.92,0,"No","No","No","Yes","No","Yes" +3103205,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1366918,177,52,0,0,0,0,1,3,4,6,1,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +1588514,495,52,1,0,0,0,18,40,75,120,23,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1535647,0,2,0,4,34,34,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1697530,10,4,0,38,57,76,5,21,38,56,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1314483,680,NA,0,0,0,0,8,21,40,66,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1469464,2,8,0,0,0,0,0,0,1,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1192028,1166,15,239,0,900,1800,692,1001,1270,1477,152,"No",0,0.84,0.93,150,"No","No","No","Yes","No","No" +2160877,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1758525,0,8,0,3,5,6,1,2,3,3,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1674012,184,8,161,142,286,466,74,220,398,568,76,"No",0,0.93,0.96,2,"No","No","No","Yes","No","No" +2134710,12,8,0,9,18,27,0,6,17,23,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +1896127,302,2,120,734,1202,1748,219,648,1238,1916,165,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1535951,9,2,0,6,18,18,1,9,15,21,2,"No",0,0.92,0.8,0,"No","No","No","Yes","No","No" +1199613,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"Yes","No","No","Yes","No","No" +1310588,28,2,14,57,161,271,42,120,152,152,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1487746,6,2,0,0,1,4,0,4,5,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1969969,7,2,0,0,0,0,1,1,4,6,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +2872790,32,9,44,45,98,128,13,46,94,127,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1483737,10,2,0,0,0,0,4,12,14,14,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +2182107,2,2,0,3,6,6,0,0,0,0,0,"No",1,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1802565,1,8,1,1,2,4,0,2,2,3,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1780820,33,2,0,0,7,7,3,11,25,43,0,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","No" +1558817,99,8,0,0,0,0,1,4,10,21,4,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1129458,56,8,3,20,36,68,11,37,71,108,32,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1286811,1,8,0,6,6,6,1,2,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2931164,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1570914,12,2,0,12,24,48,6,13,30,48,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","Yes" +2816018,177,8,83,415,498,664,66,192,247,417,94,"No",83,0.34,0.57,0,"No","No","No","Yes","No","No" +1476060,96,NA,72,0,0,0,30,117,238,372,50,"No",0,-99,-99,0,"No","No","No","No","No","No" +2248728,3,9,0,13,34,46,4,20,42,49,5,"No",0,0.87,0.82,0,"No","No","No","Yes","No","Yes" +1800261,86,2,0,0,0,0,0,1,3,4,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1494927,50,52,0,0,0,0,0,0,1,1,0,"No",0,-99,0,0,"Yes","No","No","No","No","No" +1146753,11,2,0,15,36,63,3,10,22,43,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +1499408,0,16,0,55,110,154,15,49,80,80,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1884576,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1236907,0,2,0,8,9,9,0,0,0,0,0,"No",0,-99,0.14,0,"Yes","No","No","Yes","No","Yes" +1631448,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","Yes" +1715948,233,2,15,438,649,860,119,340,580,843,92,"No",0,1,0.59,1,"No","No","No","Yes","No","No" +1471947,567,8,0,0,0,0,12,29,61,90,102,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2827617,317,2,118,448,892,1307,118,416,781,1135,125,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1265910,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1219151,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2259556,3,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1262790,0,8,0,31,45,59,2,15,27,40,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2138978,7,4,0,0,0,0,1,2,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1928886,15,8,0,0,0,0,0,0,8,9,5,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1470874,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1407611,1,9,0,1,3,4,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1559684,4,3,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1229782,0,8,0,40,78,117,0,0,0,0,0,"No",16,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +2893203,2,8,0,2,3,5,0,3,3,3,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2957091,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3235238,154,2,0,0,0,0,0,1,5,9,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1466961,37,8,0,0,20,30,8,19,61,90,21,"No",0,0.44,0.62,0,"No","No","No","Yes","No","No" +1605024,1,2,0,0,0,0,7,32,33,33,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1805033,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2027955,116,NA,0,0,0,0,0,1,6,7,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1860831,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2958336,67,8,80,95,179,275,22,111,181,282,47,"No",0,0.92,0.64,0,"No","No","No","Yes","No","No" +2106495,3,2,0,0,0,0,3,4,10,10,0,"No",0,0.54,0.56,0,"Yes","No","Yes","Yes","No","Yes" +1836703,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1855042,50,4,0,39,99,159,8,32,65,80,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1347876,20,8,15,13,33,53,4,21,39,69,10,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1490044,75,8,20,15,33,63,14,45,108,176,16,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1829626,136,9,27,16,83,135,18,53,142,216,34,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1834902,14,13,0,0,0,0,1,3,4,7,2,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1576827,0,12,0,5,7,7,0,0,0,1,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2164130,3,8,0,61,61,61,0,0,1,4,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","Yes" +1828652,2,3,0,5,8,12,4,7,12,19,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1515322,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1238243,0,7,0,6,12,14,3,8,12,18,1,"No",0,0.75,0.63,0,"No","No","No","Yes","No","Yes" +2002854,8,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2305763,300,8,0,300,450,750,48,292,583,1107,133,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1635204,0,4,0,294,294,294,0,0,0,0,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1538830,142,2,4,90,150,195,23,32,32,32,31,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1419512,9,2,9,0,0,0,0,0,0,0,210,"No",0,0.96,0.93,0,"No","No","Yes","Yes","No","Yes" +3152141,5,2,0,4,8,12,1,4,12,20,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1614405,1132,16,25,0,0,0,66,204,409,694,51,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3033383,236,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2057275,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2005175,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1396815,261,4,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2822521,192,2,0,1968,3252,3612,1925,4143,4268,4270,216,"No",0,0.82,0.54,0,"No","No","No","Yes","No","Yes" +1987853,2,8,0,4,12,16,2,7,12,21,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2845529,6,2,0,0,0,0,0,1,1,1,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +1216775,63,8,2,42,66,114,14,42,81,124,19,"No",0,0.53,0.68,0,"No","No","No","Yes","No","No" +3062240,10616,8,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1668575,333,4,36,400,920,1400,141,498,921,1325,157,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2852161,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.8,0,"No","No","Yes","Yes","No","No" +1912314,446,8,0,0,0,0,1,13,21,40,4,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1278549,657,8,316,1830,3414,4620,432,1278,2787,4679,253,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1390004,7,16,1,54,54,72,10,33,60,85,16,"No",3,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1848465,1234,12,0,0,0,0,3,27,52,93,48,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1922475,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2811705,24,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2238200,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1787874,0,8,0,7,9,13,2,3,6,9,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2034931,19,8,0,0,0,0,0,1,1,2,0,"No",0,0.6,0.78,0,"No","No","No","Yes","No","No" +1836420,2,8,0,2,5,7,5,6,7,7,2,"No",0,0.67,0.62,0,"No","No","No","Yes","No","Yes" +1683927,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1228114,0,12,0,4,6,7,1,3,5,6,0,"No",0,0.74,0.72,0,"No","No","No","Yes","No","Yes" +1358291,2,10,0,12,17,22,2,9,12,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3115632,364,52,0,0,0,0,0,1,3,8,2,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2272591,46,NA,0,0,0,0,2,5,23,43,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1927164,33,8,0,200,320,440,120,234,370,414,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2046340,2,12,0,68,97,121,16,34,59,107,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2802992,58,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1535080,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3207692,7,8,0,0,12,24,1,7,16,20,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +3085852,26,8,0,24,48,96,6,25,42,70,0,"No",0,0.71,0.63,0,"No","No","No","Yes","No","No" +3202453,37,52,0,0,0,0,0,0,4,4,2,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1630629,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.68,0,"No","No","Yes","Yes","No","No" +1813277,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2981807,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1862541,24,2,0,0,0,0,0,1,1,1,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1269956,3,8,0,6,18,24,3,7,12,18,3,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1902991,4,8,0,0,0,0,1,1,3,3,0,"No",0,0,0.08,0,"No","No","No","Yes","No","No" +2876475,24,9,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1346802,52,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1496607,4975,52,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2189096,9,3,0,11,29,44,3,11,34,49,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3094136,0,8,0,1,1,1,0,1,1,1,2,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1340731,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.41,0,"Yes","No","No","Yes","No","Yes" +1297817,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1218885,-11,12,0,33,39,45,2,7,16,22,9,"No",0,0.21,0.27,11,"No","No","No","Yes","No","Yes" +3029881,35,4,0,0,7,14,7,22,27,35,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1678369,101,8,19,31,106,185,21,87,187,286,25,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1659830,60,0,0,0,0,0,0,1,2,2,0,"No",0,0,0,0,"Yes","No","No","No","No","No" +1966445,63,8,0,343,595,847,69,300,607,897,88,"No",40,0.82,0.75,0,"No","No","No","Yes","No","Yes" +2210051,37,2,0,0,0,0,1,1,1,1,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1257336,75,4,49,34,102,153,22,68,112,164,40,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2828518,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1364105,16,2,0,0,0,0,2,3,3,3,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2138443,914,2,0,0,0,0,0,0,14,17,1,"No",0,1,0.28,0,"No","No","No","Yes","No","No" +2824125,0,4,0,7,7,7,0,0,0,0,0,"No",0,0.22,0.21,0,"No","No","No","Yes","No","No" +1558352,0,8,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1691143,44,9,0,0,12,18,1,7,33,42,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1934940,-179,8,128,612,932,1261,533,1078,1940,2120,104,"No",0,1,0.9,223,"No","No","No","Yes","No","Yes" +2074402,0,3,0,4,7,9,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1304564,5,4,2,7,15,23,2,7,18,24,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1681976,13,8,0,0,0,0,4,7,18,26,3,"No",0,0.8,0.87,0,"Yes","No","No","Yes","No","No" +3095731,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3189176,365,NA,0,0,0,0,0,1,1,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3190039,30,2,0,0,0,0,0,0,0,0,2,"No",0,0.57,0.67,0,"Yes","No","No","Yes","No","No" +1591561,2,10,0,0,0,0,0,0,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1784868,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1937478,7,2,0,0,0,0,3,5,13,19,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2197656,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1807323,0,8,0,50,50,71,8,22,33,53,11,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +2953706,-19,5,27,1312,2002,2853,363,1263,2181,2870,187,"No",89,0.73,0.7,35,"No","No","No","Yes","No","Yes" +1360795,0,2,0,5,8,9,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1856514,11,8,0,12,21,30,6,13,20,27,6,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +3183847,11,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1681189,71,8,0,0,24,24,2,16,52,77,3,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3218598,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1867799,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1397213,737,8,18,1269,1269,1899,234,803,1449,2315,45,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1487199,6,8,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3258025,17,2,0,0,0,5,0,5,15,17,3,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2929299,51,12,0,0,0,0,6,9,11,15,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1515928,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +3010222,183,8,0,0,80,160,41,92,221,352,39,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2066399,89,2,20,30,30,45,10,20,29,32,17,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1310210,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1789019,1632,2,574,3200,6800,10460,981,3234,6685,10118,1057,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2274605,92,8,3,0,16,32,3,34,55,80,25,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1420797,89,8,3,26,87,143,22,69,145,231,40,"No",0,0.38,0.38,0,"No","No","No","Yes","No","No" +1869845,1142,12,500,525,1075,1075,132,443,794,1404,403,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1458559,54,4,0,0,0,0,4,15,27,37,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1753322,110,2,50,175,300,375,239,437,827,1305,25,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2096089,25,8,0,550,850,1450,51,303,494,831,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","Yes" +2945520,7,2,0,54,54,54,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1283217,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1584415,39,8,0,0,16,40,3,10,31,42,3,"No",0,0.5,0.33,0,"No","No","No","Yes","No","No" +1547380,522,4,0,0,0,0,4,22,305,357,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1646582,59,2,60,60,120,120,0,0,0,0,22,"No",0,0.44,0.44,0,"Yes","No","No","Yes","No","No" +3046490,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2165392,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1875496,424,8,0,180,360,540,100,445,678,968,118,"No",0,0.99,0.98,1,"No","No","No","Yes","No","No" +1795377,0,8,0,5,7,7,0,0,0,0,0,"No",1,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +2096458,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +3040973,474,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.94,0,"No","No","Yes","Yes","No","No" +2027098,5,2,0,0,0,0,4,12,16,16,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1492869,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","Yes","Yes","No","No" +1366010,3,8,2,0,0,0,0,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1360457,2911,2,0,0,0,0,0,4,4,4,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1560287,2,8,1,0,2,3,1,2,5,7,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1708403,0,2,0,5,8,9,0,0,0,0,0,"No",3,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1430211,10,9,0,16,32,46,6,17,40,62,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2125817,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2035101,485,8,15,0,0,0,41,109,268,437,779,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +3241804,85,8,0,48,132,216,44,119,192,328,34,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1337364,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +2111454,0,8,0,4,4,5,1,5,9,13,1,"No",0,0.8,0.75,0,"No","No","No","Yes","No","Yes" +1721345,0,12,0,5,7,7,0,0,0,0,0,"No",4,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1475531,28,12,0,0,0,0,0,2,2,2,2,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +3186331,5,2,0,2,4,8,0,3,6,8,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2230996,949,4,0,0,0,0,55,206,210,816,565,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1145260,7,9,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2247862,38,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1727212,1093,8,720,1261,3661,5611,1016,3216,6955,10498,2245,"No",0,0.42,0.53,0,"No","No","No","Yes","No","No" +3090294,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3029133,163,12,0,0,0,0,1,5,7,14,1,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +2149556,245,2,31,240,600,920,94,363,633,901,115,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1202776,5,9,0,0,1,2,3,5,5,9,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1307053,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2904059,-6,12,0,26,34,34,14,19,29,40,4,"No",0,0.73,0.79,6,"No","No","No","Yes","No","Yes" +3042055,112,8,0,0,0,0,0,14,37,99,0,"No",0,0.77,0.76,0,"No","No","No","Yes","No","No" +1714235,54,8,24,114,204,312,44,132,238,325,42,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1128409,72,NA,0,0,0,0,3,9,22,42,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1989233,43,8,1,57,84,129,13,37,57,85,14,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3257642,263,9,4,174,354,534,102,206,374,491,81,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +3245033,0,2,4,0,0,0,0,0,0,0,0,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","No" +1628611,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1739032,1,8,0,2,4,5,1,2,2,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3102211,94,8,3,58,97,182,29,83,136,198,38,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1866850,48,8,0,0,0,0,0,0,1,1,2,"No",0,0.75,0.86,0,"No","No","Yes","Yes","No","No" +1697625,177,8,0,0,0,0,7,19,30,49,3,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1226089,17,10,0,0,0,0,1,3,3,5,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1778159,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2962576,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1522177,0,8,0,18,18,36,4,10,15,17,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2283753,49,8,0,0,0,0,3,12,40,51,6,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2801989,2,12,4,175,294,433,36,87,138,193,49,"No",0,0.21,0.26,0,"No","No","No","Yes","No","Yes" +3223576,9,8,0,0,0,0,0,0,0,3,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2004837,15,12,8,1,1,1,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2841822,0,NA,0,4,4,4,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1464304,1,8,0,0,0,0,0,0,2,4,4,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1204913,8,12,0,0,2,3,3,3,8,10,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2997889,11,8,0,15,33,45,3,13,32,50,5,"No",0,0.78,0.62,0,"No","No","No","Yes","No","No" +2054125,51,8,0,0,0,0,18,20,29,32,2,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1433399,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1341320,36,2,0,0,0,0,1,8,14,14,3,"No",0,0.95,0.9,0,"Yes","No","No","Yes","No","No" +1168208,7,NA,0,0,1,4,2,2,5,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2123510,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2933421,18,8,0,0,8,14,2,3,13,27,3,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1698032,7,8,0,0,3,6,0,3,7,9,1,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1194745,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1118567,74,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2856790,6,14,0,9,19,28,0,5,14,20,1,"No",0,0.5,0.52,0,"No","No","Yes","Yes","No","No" +1484187,22,9,9,0,0,0,2,15,23,28,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2858775,53,4,0,0,0,0,2,5,9,17,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1462537,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1960341,32,12,0,0,0,0,1,1,3,5,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1558302,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1153344,1,2,0,6,18,24,2,6,13,16,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1741548,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2240418,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1781839,340,17,8,110,200,290,57,163,310,475,65,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1845960,-2,12,0,30,40,45,7,15,36,53,0,"No",5,0.07,0.24,2,"No","No","No","Yes","No","Yes" +3053914,233,8,11,240,360,480,70,209,375,641,432,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3046005,28,8,0,0,0,0,1,5,11,32,1,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1911125,51,8,8,16,34,58,8,26,51,83,17,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +3028393,0,8,0,4,5,7,0,1,3,5,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","Yes" +1530094,3,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3246755,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2162011,10,8,0,18,18,18,4,12,25,37,3,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2215127,1,8,0,2,2,2,0,2,2,2,0,"No",0,0.77,0.64,0,"No","No","No","Yes","No","No" +2230610,19,2,0,0,60,60,3,8,23,36,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","Yes" +3175470,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3045843,7,2,0,0,1,3,0,2,4,9,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1773400,57,8,0,0,0,0,0,1,2,4,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +3181727,-1,0,0,28,40,54,4,15,28,46,2,"No",0,0,0,1,"No","No","No","No","No","Yes" +2222668,11,8,0,0,0,0,0,1,1,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2295125,15,12,0,0,0,0,0,3,4,4,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +2975807,0,8,0,369,369,425,0,0,0,0,35,"No",0,0.94,0.92,0,"No","No","No","Yes","No","Yes" +1361781,8,2,0,0,0,30,4,9,19,26,0,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +2164322,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1734593,7,2,0,60,60,60,2,9,12,16,0,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +1435589,0,2,0,2,7,7,0,0,0,0,0,"No",2,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +2083788,2,8,0,26,37,48,8,24,30,37,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1439364,20,2,0,0,0,0,2,4,5,8,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2888959,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +1977872,223,4,193,334,620,796,137,351,528,550,361,"No",0,0.73,0.78,2,"No","No","No","Yes","No","No" +1970482,20,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1156594,9,9,16,13,21,33,5,13,22,30,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1827450,224,4,0,4824,7992,11808,1509,4902,8664,11238,756,"No",360,0.7,0.64,0,"No","No","No","No","No","No" +1454855,1,8,0,15,30,30,6,17,25,36,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1274846,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1718009,2,2,0,6,6,12,5,6,6,6,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1147822,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","Yes" +3218870,7,8,0,0,0,0,0,1,1,4,1,"No",0,0,0.06,0,"Yes","No","Yes","Yes","No","No" +1454249,4,8,0,32,51,51,8,12,23,42,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1764123,1,8,0,14,22,38,3,10,17,27,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2904649,151,2,37,450,846,1260,118,421,789,1197,151,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1851556,321,8,115,112,197,309,48,165,335,564,97,"No",0,1,1,1,"No","No","No","Yes","No","No" +3157055,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2895686,3,2,0,0,2,2,0,1,2,3,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1526075,6,2,0,0,0,4,0,1,3,3,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1797788,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1334975,-4,8,0,20,20,20,2,39,41,46,1,"No",0,0.49,0.54,4,"No","No","No","Yes","No","Yes" +1980865,28,8,0,0,0,0,0,1,1,2,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2164289,10,2,0,18,36,72,2,10,20,28,4,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1196121,162,8,0,0,0,169,21,49,108,162,29,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1410403,2,8,0,0,1,1,0,0,2,3,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3037358,3581,3,1015,9600,17580,27120,2683,8671,15536,21150,2096,"No",0,1,1,0,"No","No","No","Yes","No","No" +2994405,-1,4,0,30,40,60,9,17,34,43,0,"No",0,0.91,0.93,1,"No","No","No","Yes","No","Yes" +3168002,10,9,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3170167,39,2,7,98,168,238,17,66,144,168,33,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2208831,30,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2927872,0,8,0,32,48,64,6,20,40,65,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2224453,43,8,0,0,0,90,1,8,17,26,2,"No",0,0.96,0.81,0,"No","No","Yes","Yes","No","No" +1457853,1878,8,0,0,0,0,2,10,14,21,1,"No",0,0.77,0.46,0,"No","No","Yes","Yes","No","No" +2296469,0,4,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2143669,91,8,103,167,407,723,71,275,606,786,61,"No",0,0.89,0.85,0,"No","No","No","Yes","No","No" +1113538,1274,8,651,2555,5055,7305,801,2462,4767,7778,769,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2003455,27,8,4,8,23,40,6,22,43,61,11,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1832241,102,8,0,0,0,0,13,23,42,76,151,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3011691,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.16,0.1,0,"Yes","No","No","Yes","No","No" +1343662,66,8,7,30,70,110,12,47,96,155,48,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3038320,3,9,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3191542,29,NA,0,0,0,0,1,2,7,14,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1532375,507,2,0,0,0,0,0,0,0,1,4,"No",0,0.66,0.43,0,"Yes","No","No","Yes","No","No" +1430549,206,10,0,2000,3500,4500,567,1693,2903,3985,246,"No",0,0.37,0.6,3,"No","No","No","Yes","No","Yes" +2052919,207,2,55,310,560,860,101,427,694,936,106,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2005382,0,8,0,3,5,6,1,2,3,3,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1581734,3,8,0,0,0,0,0,0,1,2,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1848751,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +1367187,46,8,3,72,108,144,13,38,83,122,17,"No",6,0.78,0.74,0,"No","No","No","Yes","No","No" +2131323,138,9,86,99,199,299,47,128,205,283,25,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2161462,91,8,0,0,0,0,0,3,3,4,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2134879,118,4,340,0,0,68,30,144,253,276,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1943878,15,2,0,0,0,0,4,15,29,29,0,"No",0,1,0.92,0,"Yes","No","No","Yes","No","No" +1516485,2,3,0,6,12,18,1,10,15,20,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1278659,57,2,0,64,96,160,16,48,71,103,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1434229,19,8,0,0,0,5,3,8,19,34,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1642916,8,9,0,0,0,0,0,1,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2953307,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1496358,9,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1345191,-1,12,0,20,20,30,0,3,10,25,50,"No",0,0.73,0.69,1,"No","No","No","Yes","No","Yes" +1198057,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +2870156,2640,8,0,0,0,0,30,70,140,151,12,"No",0,0.06,0.21,0,"No","No","No","Yes","No","No" +1303338,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1763746,3122,2,923,5627,10985,15738,1377,4431,9218,14362,1405,"No",366,0.95,0.84,0,"No","No","No","Yes","No","No" +1207075,17,12,0,0,0,0,0,0,2,2,1,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1542393,0,2,10,32,60,88,17,54,116,152,26,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2934359,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","Yes" +1179254,27,8,1,0,0,0,0,3,8,13,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2823079,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2871669,418,8,88,808,1503,2370,223,874,1628,2404,206,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +1359943,5,8,0,10,20,30,4,14,28,51,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1262903,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2129860,2,8,4,20,44,56,5,16,37,57,7,"No",0,0.88,0.95,0,"No","No","No","Yes","No","Yes" +1568913,125,8,0,0,0,0,0,1,1,11,4,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3131479,1862,8,670,3700,7350,10800,1230,4048,8079,12438,1080,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1732315,37,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2089126,0,2,0,0,209,216,0,0,0,0,16,"No",0,0.35,0.55,0,"Yes","No","Yes","Yes","No","No" +2861172,34,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2307519,19,8,0,0,0,0,0,0,2,2,0,"No",0,0.39,0.29,0,"No","No","No","Yes","No","No" +1193683,43,8,0,0,0,0,1,6,12,18,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2249813,33,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1452847,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3219120,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3185186,26,8,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1171430,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.9,0,"No","No","Yes","Yes","No","No" +1580283,31,2,0,90,216,342,56,182,279,331,73,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1407349,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2033894,13,8,0,0,0,0,0,1,4,4,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1192120,42,12,0,192,312,408,34,113,221,334,26,"No",24,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +3226608,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1943040,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1984802,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1260978,6,2,0,0,0,0,1,7,7,7,0,"No",0,0.61,0.62,0,"Yes","No","No","Yes","No","Yes" +3088587,7,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1516258,32,2,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +1486964,855,8,0,0,0,0,2,6,16,20,2,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +2030870,0,8,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +2155948,445,8,20,0,160,320,89,196,390,581,143,"No",0,0.22,0.15,0,"No","No","No","Yes","No","No" +3139111,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2257124,19,3,0,0,0,0,0,6,6,16,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2187017,0,8,1,0,1,1,0,1,1,1,2,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1120197,10,4,0,0,0,0,0,0,4,4,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3272465,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +2311599,0,12,0,5,6,6,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1551806,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2063096,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1213088,82,8,12,268,524,768,83,240,501,717,25,"No",24,0.64,0.69,0,"No","No","No","Yes","No","No" +1557443,0,2,0,6,9,9,0,0,0,0,0,"No",1,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +2065784,2,9,4,5,5,5,0,5,9,13,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1337922,0,12,0,5,5,5,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1536816,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +1800903,83,2,82,0,0,0,0,0,0,0,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1162862,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2072433,0,2,12,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3112267,24,NA,0,0,0,0,0,0,1,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1376464,0,8,0,2,3,4,0,1,2,2,0,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","Yes" +1397761,2,8,0,0,0,0,1,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1482674,4,6,2,0,6,9,0,3,7,9,7,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1471557,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2274155,1420,2,0,0,0,0,3,9,52,82,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2884394,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","No" +1489126,2,8,0,0,0,1,0,0,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2045038,125,8,69,113,281,401,64,165,343,511,123,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1873342,0,8,0,24,42,54,5,16,21,36,2,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1287371,6,8,0,0,0,0,3,3,3,4,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","No" +1664669,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2988984,13,8,0,0,0,0,0,1,2,6,2,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1809864,88,8,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.69,0,"No","No","No","Yes","No","No" +1794277,-23,8,0,506,668,938,102,414,560,783,51,"No",9,0.97,0.94,26,"No","No","No","Yes","No","Yes" +2896014,-1,8,0,15,15,22,1,6,8,11,0,"No",0,0.95,0.77,1,"No","No","No","Yes","No","Yes" +1569019,10,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2071875,2891,8,12,0,0,0,71,201,373,661,92,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1891714,3929,NA,0,0,0,0,1,1,3,4,13,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2816130,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3026868,0,2,0,7,7,10,1,3,4,7,1,"No",0,0.76,0.71,0,"No","No","Yes","Yes","No","Yes" +2100715,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2813937,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2019688,145,8,26,160,256,352,52,154,281,528,54,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1364006,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2275426,0,8,0,260660,438020,533540,0,0,0,0,50547,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1502439,1003,12,170,2071,3943,5287,469,1449,2966,5241,335,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2102786,855,12,0,0,0,0,100,175,305,360,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1222080,3953,8,2288,1144,4264,6760,5605,13447,19792,29380,3718,"No",0,-99,0.44,0,"No","No","No","No","No","No" +2949508,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2836629,13,8,0,0,7,14,0,7,8,13,2,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1460050,-14,8,2,1297,1697,2017,203,598,1305,2304,1298,"No",32,0.51,0.45,19,"No","No","No","Yes","No","Yes" +2266087,11,12,0,0,0,0,1,1,2,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1353287,1483,2,0,0,0,0,1,4,17,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2973128,0,9,0,1,1,1,0,0,0,1,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1424421,3,2,0,16,24,24,12,13,13,13,2,"No",0,0.96,0.95,0,"No","No","No","Yes","No","Yes" +3245672,19,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1665140,1,8,0,32,52,82,9,28,42,56,0,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +3150065,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1810257,0,8,0,3,5,6,3,4,5,9,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1602881,120,2,35,140,308,476,63,172,304,397,59,"No",0,0.27,0.39,0,"No","No","No","Yes","No","No" +2952953,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3125307,336,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3178356,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2247700,2,8,0,3,3,3,5,14,26,45,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1437087,55,2,72,60,210,360,44,99,163,205,44,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1804810,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2021036,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1310351,260,12,0,0,224,448,37,141,317,519,97,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1280805,46,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1839020,279,NA,48,0,0,0,39,163,340,490,65,"No",0,-99,-99,0,"No","No","No","No","No","No" +2184111,10,9,0,2,6,8,0,5,10,12,8,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2971054,76,2,0,0,0,0,0,0,1,1,2,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +3098128,23,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1546971,0,12,0,93,93,93,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2224471,4,8,0,32,32,32,4,17,32,46,4,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2838086,3,2,0,6,6,6,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2171903,53,9,0,0,0,0,1,6,14,21,2,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +1841158,34,8,0,0,200,200,14,30,49,70,11,"No",0,0.82,0.82,0,"No","No","No","Yes","No","Yes" +1238479,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1283118,16,8,0,27,54,90,7,28,52,88,0,"No",0,1,0.89,0,"No","No","No","Yes","No","No" +1138542,29,8,24,129,213,297,28,75,138,221,29,"No",0,0.22,0.2,0,"No","No","No","Yes","No","No" +2314470,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.46,0,"Yes","No","No","Yes","No","No" +2862270,9,8,13,0,0,12,1,4,15,22,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3182086,21,9,0,0,0,0,0,0,3,14,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2200641,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3202983,0,12,0,7,13,13,3,4,10,15,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +3073918,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2089112,39,2,0,0,0,0,0,1,1,6,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3095332,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +3141577,8,NA,0,0,0,0,0,1,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1823051,1,8,0,19,19,28,1,9,12,19,0,"No",0,0.16,0.16,0,"No","No","No","Yes","No","Yes" +2153012,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1732332,15,52,0,0,0,0,0,1,1,2,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +2222783,28,12,1,12,52,76,13,37,70,117,20,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1874946,8,12,0,24,51,85,11,34,68,98,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1785068,2,2,0,1,4,6,4,8,13,19,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1632057,2,2,0,63,70,84,21,23,29,29,16,"No",0,0.28,0.28,0,"Yes","No","No","Yes","No","Yes" +1611129,235,4,5,0,0,0,1,2,2,2,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1958927,0,8,0,0,0,20,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1875284,308,12,0,0,0,0,5,9,18,22,20,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1684930,7,12,0,22,38,55,8,18,31,55,1,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +1171532,9,4,0,3,9,9,0,0,0,0,0,"No",0,0.82,0.78,0,"Yes","No","No","Yes","No","No" +1963525,10,8,0,8,20,28,1,8,18,28,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1479429,7,8,6,172,256,360,42,132,243,381,34,"No",4,0.37,0.54,5,"No","No","No","Yes","No","Yes" +1831036,2,2,0,12,18,28,6,11,25,48,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1560345,24,9,0,0,0,0,0,2,4,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1138839,0,12,0,7,11,11,0,0,0,0,0,"No",0,0.48,0.39,0,"Yes","No","Yes","Yes","No","Yes" +3214923,520,4,220,660,1320,2220,282,804,1397,1848,243,"No",0,0.57,0.68,4,"No","No","No","Yes","No","No" +1422921,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1349469,0,8,0,6,12,17,1,4,5,6,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2303562,38,12,20,436,676,956,118,347,577,869,56,"No",16,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1913931,10,8,0,35,65,95,9,31,70,100,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +3042657,25,4,0,0,0,0,0,1,2,3,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +3148235,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2855991,905,12,184,2156,3542,5159,703,2108,3918,6219,378,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +1281802,43,12,0,0,0,0,1,8,14,25,1,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1506734,17,NA,0,0,0,0,0,0,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2067177,-100,8,0,540,540,540,70,170,387,823,125,"No",0,0.14,0.14,100,"No","No","No","Yes","No","Yes" +1562786,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.44,0,"No","No","No","Yes","No","No" +1469309,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1371504,11,2,40,75,150,225,27,86,142,196,50,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3232616,58,9,6,30,60,90,17,43,88,137,81,"No",0,1,1,0,"No","No","No","Yes","No","No" +3000931,2,9,0,1,1,3,0,1,2,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1791952,476,8,0,2500,2500,2500,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1554979,8,12,0,24,48,80,6,26,46,74,9,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +2017934,3,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1199457,272,0,12,0,0,0,33,90,207,335,44,"No",0,0,0,0,"No","No","No","No","No","No" +2937861,11,8,0,0,0,16,0,0,4,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2148074,16,4,0,0,0,0,2,3,4,4,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2939553,89,8,0,0,0,0,0,1,2,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1570276,226,4,0,0,0,0,6,44,161,194,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2204164,12,8,0,0,0,0,3,10,12,24,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2162881,416,2,310,1360,2000,2360,287,889,1303,2421,284,"No",0,0.71,0.74,0,"No","No","No","Yes","No","No" +2231767,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1597330,16,4,0,0,0,0,0,0,0,4,1,"No",0,1,0.83,0,"Yes","No","No","Yes","No","No" +3260459,63,8,2,73,113,153,12,35,72,121,67,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1718691,31,8,0,0,0,0,0,3,12,15,3,"No",0,0.5,0.6,0,"Yes","No","Yes","Yes","No","No" +3051312,23,2,0,0,0,0,3,8,13,13,0,"No",0,0.94,0.86,0,"Yes","No","Yes","Yes","No","No" +1128257,1,8,0,2,3,5,0,1,2,4,2,"No",0,0.8,0.66,0,"No","No","No","Yes","No","No" +3150712,17,NA,0,0,0,0,1,3,4,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1319352,2,8,0,45,75,105,15,30,59,86,5,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +2173600,5,2,0,0,1,2,0,1,4,4,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +2155361,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1624612,12,2,8,30,57,84,16,43,74,109,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2848636,28,8,0,0,0,0,1,9,9,22,2,"No",0,0.36,0.48,0,"No","No","Yes","Yes","No","No" +1253845,20,4,0,10,20,30,0,10,10,26,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1300220,54,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2936751,48,2,0,0,0,0,0,0,1,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1564849,1,12,0,0,0,0,0,1,2,3,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1235816,3,8,20,19,38,57,9,34,69,100,5,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1551417,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1447497,18,9,0,16,40,64,5,21,54,87,13,"No",0,0.54,0.7,0,"No","No","No","Yes","No","Yes" +1687040,38,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1430256,4,2,0,2,6,10,2,13,21,23,1,"No",0,0.88,0.81,0,"No","No","No","Yes","No","Yes" +1606097,0,8,0,5,9,11,2,5,7,8,0,"No",0,0.74,0.84,0,"No","No","No","Yes","No","Yes" +1490663,1877,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1969891,0,8,0,7,7,7,1,4,5,7,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2291642,52,9,0,0,0,0,2,4,5,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2084673,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1474471,4,8,0,0,0,0,0,0,3,4,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1811049,2,8,0,8,12,16,3,6,11,18,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2915340,2,8,0,3,5,7,2,3,7,9,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1397072,163,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2818651,405,8,0,0,0,0,11,34,69,126,21,"No",0,0.69,0.67,0,"No","No","Yes","Yes","No","No" +1137711,38,8,0,42,78,120,21,53,98,131,16,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +3123105,483,2,18,728,1554,2301,183,700,1451,1773,148,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +3085321,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2190662,97,8,0,0,0,0,1,1,2,2,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1848075,0,8,0,2,4,4,1,6,13,18,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +3206851,1888,8,428,5009,9013,13017,2036,5511,10090,14624,316,"No",11,0.85,0.85,1,"No","No","Yes","Yes","No","No" +2904363,19,8,1,0,0,0,1,3,7,11,0,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +2145716,6,2,0,2,4,6,12,23,33,42,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2218253,6,NA,0,0,0,0,1,1,3,3,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3029631,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1509604,211,8,1,0,0,0,12,26,55,74,49,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2256927,1,8,0,29,42,42,1,10,22,32,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +3155707,26,NA,0,0,0,0,0,0,5,5,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1432557,1484,8,55,6868,8932,12196,901,4432,7173,10070,1536,"No",868,0.84,0.77,0,"No","No","No","Yes","No","No" +1638367,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1129164,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +1197013,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1854274,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1909298,69,8,14,81,178,262,31,115,198,292,51,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2805175,106,8,0,0,0,0,1,3,6,22,5,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1653937,17,8,0,0,0,0,0,0,2,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1316934,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1142989,6,8,0,0,4,8,0,1,5,6,2,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2251889,6,12,0,0,0,0,1,6,31,54,5,"No",0,0.68,0.7,0,"Yes","No","No","Yes","No","No" +2173896,107,2,28,91,202,303,33,123,241,356,42,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +3021890,3,2,0,4,4,8,1,1,6,10,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +3083282,34,2,24,0,24,48,10,32,60,86,16,"No",0,1,1,0,"No","No","No","Yes","No","No" +2877872,62,8,69,95,209,348,70,140,205,305,18,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1785302,30,8,0,0,0,0,0,1,2,8,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2092246,2,8,0,0,0,0,0,0,0,2,2,"No",0,0.01,0.25,0,"No","No","Yes","Yes","No","No" +2978551,1,3,0,22,32,42,8,19,31,49,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1301480,3,8,0,7,14,14,5,10,17,22,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +1408131,344,8,0,0,260,260,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2837410,0,13,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2054675,6,8,0,0,0,0,0,1,2,4,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1382895,-15,NA,0,0,0,0,1,15,54,110,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2952394,120,9,48,0,35,70,2,22,79,109,14,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1394094,9,2,0,0,0,0,0,2,5,6,0,"No",0,0.85,0.76,0,"No","No","Yes","Yes","No","Yes" +2068089,193,2,0,0,0,0,2,5,10,15,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3220178,70,2,0,0,0,0,4,8,12,19,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1587706,1,8,0,1,2,3,0,1,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1532568,910,8,583,2387,4357,6137,675,1999,3884,5875,433,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1413898,52,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2931897,402,8,31,200,200,200,78,208,347,540,273,"No",0,0.53,0.44,0,"No","No","No","Yes","No","No" +3003409,17,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1450683,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.51,0.47,0,"Yes","No","No","Yes","No","Yes" +1731343,4,9,0,5,8,10,2,6,6,10,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +2247373,24,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3057931,27,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1552086,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3143758,12,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1608881,1,4,0,0,0,1,0,1,1,1,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +3147505,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2834176,7,2,0,0,0,0,0,0,10,12,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1718960,624,12,0,9,15,21,8,45,71,140,30,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +1597671,154,4,0,81,240,240,73,121,241,359,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1848966,165,NA,0,0,0,0,0,2,4,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1689704,42,8,0,0,0,0,0,1,3,4,3,"No",0,0.83,0.71,0,"Yes","No","No","Yes","No","No" +1932155,40,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2079364,38,NA,0,0,0,0,0,1,2,4,6,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1687680,28,2,0,20,20,20,0,0,0,0,2,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1813845,22,2,0,0,0,0,0,0,0,1,0,"No",0,0,0.1,0,"Yes","No","Yes","Yes","No","No" +1470253,3486,8,0,0,0,0,4,4,28,49,202,"No",0,0.65,0.49,0,"No","No","No","Yes","No","No" +1507416,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1394477,5,2,14,62,162,260,47,139,171,171,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2968800,73,12,0,0,0,35,5,12,48,64,8,"No",0,0.78,0.8,0,"No","No","No","Yes","No","No" +1544447,0,2,0,3,3,4,0,2,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1393780,43,2,0,0,0,0,0,0,2,7,1,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +2083881,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1168031,635,2,106,0,1470,1470,120,407,690,1430,100,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2251556,0,2,0,3539,5861,6212,1,1,1,1,214,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +3220159,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","Yes" +3277922,32,2,0,0,0,0,0,0,0,13,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1511884,0,8,0,12,20,20,4,6,14,24,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +3176770,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1406499,47,8,0,0,0,0,1,4,9,14,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1148216,2,4,0,0,0,1,1,2,2,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" 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+2954341,15,8,0,0,0,0,0,0,0,3,0,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +1121995,4,8,0,2,6,8,0,1,3,5,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1594278,32,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3057444,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1593266,0,8,0,3,5,6,0,1,3,5,2,"No",0,0.45,0.45,0,"No","No","Yes","Yes","No","No" +1272146,-1,8,0,6,8,10,1,3,4,6,1,"No",0,0.84,0.48,1,"No","No","Yes","Yes","No","Yes" +1541341,29,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1259903,0,2,0,6,12,18,2,8,13,17,0,"No",2,0.79,0.89,0,"No","No","No","Yes","No","Yes" +1526019,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","Yes","Yes","No","No" +2055917,371,8,0,0,0,0,6,27,58,89,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3078470,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1826976,5,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2083271,12,8,0,0,0,0,1,1,1,1,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2243729,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.62,0,"Yes","No","No","Yes","No","Yes" +1542932,32,8,0,0,0,5,3,8,18,34,4,"No",0,0.57,0.74,0,"No","No","Yes","Yes","No","Yes" +1116757,5,8,0,50,50,100,5,30,44,62,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","Yes" +1915151,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1452507,84,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1451586,32,8,12,48,90,126,5,38,73,120,16,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2051616,9,8,6,0,0,2,3,6,11,13,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +2042845,2652,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2120038,25,4,0,0,0,0,24,56,94,162,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1833737,14,8,0,0,32,32,5,13,26,38,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1644808,183,8,0,36,60,84,13,35,61,81,23,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1126457,200,2,45,260,500,740,78,224,439,750,172,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1559166,4,12,0,2,3,6,1,3,3,9,1,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1978093,109,8,0,0,0,0,3,3,10,63,0,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +3252515,0,9,0,5,8,9,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2044705,13,8,0,20,38,56,9,22,37,57,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1205662,57,NA,0,0,0,0,0,1,6,8,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1907669,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1697931,0,9,2,0,1,2,0,1,2,3,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +3281886,5,2,0,0,0,0,1,6,9,9,1,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +2818845,1,8,0,2,2,2,0,0,1,1,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +3139613,1,8,0,1,1,2,1,1,2,2,1,"No",0,0.95,0.97,0,"No","No","No","No","No","No" +1632154,8,12,0,24,50,83,13,41,69,100,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3037445,29,9,0,0,0,0,1,1,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1424199,7,2,0,30,62,102,10,36,51,68,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +3228878,6,8,0,0,3,9,0,3,7,11,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2296804,3,8,0,0,2,4,0,1,2,5,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1615304,1,8,0,5,5,5,0,2,4,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1665152,2,8,0,4,5,9,3,8,17,34,1,"No",0,0.99,0.86,0,"No","No","No","Yes","No","Yes" +2852711,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1117343,3,8,0,42,85,107,17,30,53,88,10,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2155979,0,8,0,3,4,5,0,1,3,4,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +1196080,40,3,0,0,3,21,1,92,92,92,1,"No",0,0.75,0.63,0,"No","No","No","Yes","No","No" +1537850,16710,8,0,0,0,0,0,31,52,55,268,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2924375,111,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3153458,0,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.97,0,"Yes","No","No","No","No","Yes" +1228428,512,8,0,0,0,0,24,62,130,223,18,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2903246,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3049602,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","No" +1849389,153,2,0,0,108,108,11,29,57,64,10,"No",0,0.56,0.47,0,"Yes","No","No","Yes","No","No" +2987413,3159,8,0,0,3000,3000,19,89,118,160,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1254162,1,8,0,0,0,0,0,1,1,1,1,"No",0,0.48,0.53,0,"Yes","No","No","Yes","No","No" +2882962,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +2161840,188,8,45,150,350,500,52,173,378,603,61,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1847469,13,2,0,0,0,0,0,5,11,12,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2089523,0,2,0,37,37,37,0,0,0,0,1,"No",0,0.12,0.1,0,"Yes","No","Yes","Yes","No","Yes" +1156775,23,2,0,0,0,0,1,4,6,8,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1801335,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2132266,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1879663,1,12,0,84,132,180,60,146,171,235,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3151587,64,4,0,14,14,18,11,28,56,71,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2056121,15,9,0,0,0,0,0,0,3,9,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1660169,491,4,0,0,0,0,41,97,272,556,30,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1957196,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1657329,5,2,0,20,48,60,5,19,36,60,3,"No",0,0.48,0.32,0,"No","No","No","Yes","No","Yes" +2151422,13,8,0,3,9,12,4,8,22,35,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2248317,429,9,77,213,483,621,98,292,646,1086,58,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2871519,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2024210,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2130185,19,0,13,297,510,703,93,216,380,565,48,"No",0,0.93,0.88,6,"No","No","No","No","No","Yes" +2179891,3,4,0,3,4,7,0,4,4,8,0,"No",0,0.79,0.67,0,"No","No","Yes","Yes","No","No" +1560716,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.5,0,"No","No","No","Yes","No","No" +1362346,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1646516,91,2,58,1920,3280,4640,467,470,472,472,448,"No",0,0.99,0.98,14,"No","No","No","No","No","Yes" +3104018,26,12,1,0,0,250,5,15,32,49,1,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1697957,8,12,0,0,0,0,2,6,13,16,4,"No",0,0.44,0.38,0,"Yes","No","No","Yes","No","No" +1898761,52,2,0,0,0,0,0,1,2,5,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3101715,352,4,0,0,0,0,2,3,6,6,3,"No",0,0.73,0.78,0,"No","No","Yes","No","No","No" +1988999,523,2,171,420,980,1470,134,413,764,990,210,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2293241,23,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3118241,74,2,0,0,0,0,0,4,4,4,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1814239,46,2,24,0,0,0,0,0,2,2,0,"No",0,0.38,0.27,0,"Yes","No","No","Yes","No","No" +3123907,0,8,2,1,3,5,1,3,5,5,3,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2260449,1,8,0,0,0,1,0,0,1,1,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2049214,15,10,0,10,30,55,5,18,34,46,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2163358,4555,8,4271,8748,19440,29970,2749,10736,21906,33620,1796,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +1149264,236,8,0,0,0,0,2,9,26,46,4,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1297639,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1252820,0,8,0,11,15,19,6,10,18,24,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1464203,12,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2063204,4,9,0,1,1,1,0,0,2,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3229813,9,9,0,0,0,0,0,0,2,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2305352,32,18,0,0,0,0,7,12,25,35,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1444796,5,8,1,35,53,89,3,19,36,63,3,"No",18,0.14,0.32,0,"No","No","No","Yes","No","Yes" +2221722,11,8,0,8,16,29,5,14,22,28,0,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1732044,0,9,0,3,4,6,3,3,7,9,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3274758,0,8,0,2,3,3,0,1,2,2,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1347167,64,12,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2243959,39,2,0,0,0,0,1,2,2,2,2,"No",0,1,0.75,0,"Yes","No","No","Yes","No","No" +3180986,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1566679,383,52,0,0,0,0,1,2,4,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1160892,8,12,0,0,0,0,0,1,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2208116,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1509060,130,8,30,88,206,318,39,126,258,391,32,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +1301825,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2957394,3,9,0,0,0,1,0,0,1,4,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2816381,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3052573,10,2,2,5,20,25,1,8,19,19,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1667232,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +1198891,33,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1953474,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3110774,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1341766,34,8,0,0,20,40,10,21,36,59,2,"No",0,0.98,0.78,0,"No","No","No","Yes","No","Yes" +2050225,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","Yes","Yes","No","No" +1158468,242,8,0,0,0,0,2,12,26,34,3,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +2833296,321,8,0,0,0,0,0,2,8,13,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1596101,341,9,16,0,83,157,43,189,403,619,43,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2072099,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1195219,13,52,0,0,0,0,1,2,2,3,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1264984,10,4,0,2,6,8,0,7,14,20,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1773851,34,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1629836,15,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +3117068,243,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1873436,0,2,0,1017,1647,1807,0,0,0,0,85,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1864279,0,8,0,58,73,98,4,58,93,122,5,"No",46,0.16,0.16,0,"No","No","No","Yes","No","Yes" +1448766,-8,2,0,66,66,66,10,10,10,10,4,"No",0,0.27,0.39,8,"Yes","No","No","Yes","No","Yes" +1878189,79,8,33,128,288,384,9,51,303,453,35,"No",0,0.04,0.04,0,"No","No","No","Yes","No","No" +2003957,10,2,0,21,42,42,6,14,19,20,2,"No",0,0.84,0.84,0,"Yes","No","Yes","Yes","No","No" +1135791,255,0,21,270,410,410,57,165,350,474,20,"No",0,0,0,0,"No","No","No","No","No","No" +1197720,0,4,0,9,14,14,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1772355,9,52,0,0,0,0,0,0,1,1,0,"No",0,0.08,0.12,0,"Yes","No","No","No","No","No" +1709507,461,8,126,332,884,1435,166,507,1068,1643,113,"No",0,0.91,0.89,0,"No","No","Yes","Yes","No","No" +3242790,1,9,0,1,2,4,0,0,3,3,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1214234,45,8,0,0,0,0,0,1,2,4,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1340072,9,9,1,5,14,24,4,9,19,26,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2130251,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.78,0,"No","No","Yes","No","Yes","No" +2015639,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2227839,11,4,0,0,0,0,0,2,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2305910,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.12,0,"No","No","No","Yes","No","No" +3070833,16,12,0,0,0,0,0,0,2,4,0,"No",0,0.9,0.89,0,"Yes","No","Yes","Yes","No","No" +1433329,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1903703,5,8,1,0,1,3,1,1,6,7,3,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1702528,12,2,0,0,0,0,2,2,4,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3216084,0,8,0,10,10,10,1,2,6,10,4,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1159731,73,2,0,0,0,0,0,0,0,3,0,"No",0,0.92,0.45,0,"Yes","No","Yes","Yes","No","No" +2286116,23,8,0,0,0,0,0,1,3,3,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2839453,40,2,14,10,40,50,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1944722,187,2,83,325,675,1015,121,404,665,982,106,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1549746,-25,8,250,250,500,750,0,75,100,125,0,"No",0,0.59,0.78,25,"No","No","No","Yes","No","No" +3204703,37,8,0,0,0,0,1,8,17,28,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1122285,5,9,0,1,1,1,0,3,8,9,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1707297,64,8,1,0,26,52,9,27,65,96,17,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1540389,1588,52,13,0,0,0,23,92,178,252,22,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1454939,613,8,0,2375,4875,6875,2101,2896,4086,4814,229,"No",0,1,1,0,"No","No","No","Yes","No","No" +1396287,0,2,0,11,11,11,0,0,2,2,1,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2954008,2,8,5,212,316,435,51,156,273,368,50,"No",7,0.41,0.46,3,"No","No","No","Yes","No","Yes" +1350591,4,8,0,0,2,5,1,3,5,6,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +1693057,2,3,0,0,1,2,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1814852,5,8,0,8,16,24,4,10,16,23,1,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1420414,49,2,0,0,0,0,0,0,1,1,2,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +2291298,6,4,0,0,0,0,8,15,36,38,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +1612478,59,52,0,0,0,0,0,0,1,4,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2249598,22,2,0,196,316,466,52,112,188,239,50,"No",0,0.12,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1248514,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.64,0,"Yes","No","No","Yes","No","No" +1829774,17,8,0,0,0,15,1,8,13,20,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1813565,55,4,0,48,48,48,0,4,11,16,1,"No",0,0.91,0.9,0,"Yes","No","No","No","No","No" +2090132,9,9,0,15,30,45,4,22,46,70,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1808112,21,2,0,0,0,0,0,0,2,2,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1869459,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1729628,93,8,16,90,162,246,24,105,215,334,133,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1741562,55,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2965978,19,4,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.17,0,"Yes","No","No","Yes","No","No" +2225733,6,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1245902,0,2,0,5,7,8,0,0,0,4,1,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +2204372,0,2,0,22,43,61,3,18,35,45,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +3139372,80,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1292371,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +1434356,6,8,0,10,19,37,3,10,28,39,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1964179,0,8,0,3,4,6,3,4,6,8,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1178172,0,8,0,14,21,21,7,20,35,51,7,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1239972,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1512613,1,8,0,0,0,0,2,2,4,6,0,"No",0,0.82,0.8,0,"Yes","No","No","Yes","No","No" +1858638,105,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2138634,8970,2,0,0,0,0,1,1,901,1206,225,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3252998,99,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2216184,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1891775,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1474302,11,8,0,62,94,126,12,38,64,108,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2236819,0,2,0,10,10,10,0,0,0,0,0,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +3069942,10,8,0,0,0,0,0,2,3,7,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1743180,19,12,0,0,0,0,2,8,12,15,1,"No",0,0.93,0.89,0,"Yes","No","Yes","Yes","No","No" +3225118,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2031689,18,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2881831,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3192483,119,8,0,0,0,0,12,25,45,74,13,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1472558,5,8,0,0,1,3,0,2,4,4,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +3022593,7,8,0,0,0,2,0,0,3,9,3,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1173720,20,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.17,0,"No","No","No","Yes","No","No" +1311064,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2262483,1,2,1,1,2,3,1,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1742326,43,8,0,0,0,0,1,7,16,33,7,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1707071,1,9,0,19,34,54,3,12,31,38,1,"No",8,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2195425,767,4,1170,0,0,0,466,1695,1987,1987,288,"No",0,0.75,0.72,2,"No","No","No","Yes","No","No" +2869601,89,8,0,0,0,0,1,1,1,1,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1298728,9,4,0,0,0,0,0,0,0,1,3,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1296425,543,NA,0,0,0,0,0,4,14,45,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1312793,279,8,38,768,1440,2112,153,1141,1777,2230,106,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2022711,68,8,0,3,37,84,3,18,52,95,0,"No",0,0.66,0.78,0,"No","No","Yes","Yes","No","No" +1412635,129,8,42,4,4,4,5,7,13,20,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1494759,2251,52,6,0,0,0,13,51,112,185,28,"No",0,0,0,0,"Yes","No","No","No","No","No" +1198035,100,2,0,0,60,80,0,5,37,135,29,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1310406,2,12,0,0,0,0,1,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1432643,2,6,0,0,0,0,0,0,0,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2144161,2,9,0,0,0,0,0,0,0,1,1,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1737531,0,2,1,4,6,8,1,2,7,8,0,"No",0,0.62,0.78,0,"No","No","No","Yes","No","Yes" +2972650,70,12,0,0,0,0,1,1,1,2,4,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2978882,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1982341,32,8,0,0,0,0,2,12,20,34,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +2094265,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2809465,2,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","No","No","No" +1572465,14,2,0,5,10,15,0,10,29,52,5,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +1120033,4,3,0,0,3,3,3,6,12,18,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3072640,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1342096,87,2,0,172,268,352,112,242,406,536,91,"No",0,0.59,0.59,0,"Yes","No","No","Yes","No","Yes" +1940232,119,8,0,53,133,222,22,76,167,275,41,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1451735,220,4,40,80,240,360,35,110,329,638,165,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1453524,24,12,0,50,50,50,4,21,37,51,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1607389,0,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1615633,4,2,0,41,63,74,6,16,30,55,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1198488,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1506256,22,12,0,0,0,0,0,3,5,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1884556,13,8,0,18,36,54,7,16,26,35,2,"No",0,0.67,0.39,0,"No","No","No","Yes","No","Yes" +3236481,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.8,0,"Yes","No","No","Yes","No","No" +1333584,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2064375,27,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3230007,21,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1613499,175,52,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3160035,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2808225,63,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1984862,19,8,0,0,0,0,0,0,2,3,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2912195,-2,8,0,14,22,28,8,13,16,27,10,"No",0,0.77,0.76,2,"No","No","No","Yes","No","Yes" +1624218,14,8,0,0,0,0,2,5,7,8,2,"No",0,0.35,0.54,0,"No","No","Yes","Yes","No","Yes" +2945881,0,12,0,11,11,11,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","Yes","Yes","No","No" +2228420,0,12,0,500,500,500,0,31,39,60,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","Yes" +1984537,4,12,0,4,6,10,0,2,6,10,0,"No",2,0.74,0.74,0,"No","No","No","Yes","No","No" +1141438,55,3,0,0,0,0,0,3,7,11,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1533953,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1129107,18,8,21,0,12,24,1,6,19,36,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1219296,19,2,0,0,0,0,0,0,2,2,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +3024261,121,8,0,0,0,0,0,1,4,4,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1141187,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1836204,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1422757,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1485716,482,8,150,150,300,450,53,321,851,1065,138,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1485866,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1739764,192,NA,0,0,0,0,15,97,191,284,45,"No",0,-99,-99,0,"No","No","No","No","No","No" +1372035,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +1135005,4,12,0,0,0,0,0,0,0,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1636362,248,NA,0,0,0,0,0,5,7,10,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1478023,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.41,0,"Yes","No","Yes","Yes","No","No" +2066718,15,4,0,0,2,3,1,4,6,10,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1336101,0,12,0,62,62,62,0,0,0,0,1,"No",0,0.76,0.53,0,"No","No","No","Yes","No","Yes" +2965800,339,4,322,467,665,929,118,504,775,1187,78,"No",11,0.73,0.78,0,"No","No","No","Yes","No","No" +2986790,64,17,0,40,58,103,7,40,85,135,31,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2058884,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.6,0,"Yes","No","No","Yes","No","No" +3102449,785,8,57,540,1188,1566,154,503,1017,2660,183,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +2065779,1,9,0,0,0,36,0,0,0,0,0,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +1602006,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.55,0.61,0,"No","No","No","Yes","No","No" +1989312,0,2,0,5,8,10,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +3166695,10,4,0,0,0,0,0,2,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2825438,26,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.79,0,"No","No","No","Yes","No","No" +2976349,3,8,0,0,0,2,0,0,3,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3205008,487,8,0,0,0,0,4,16,32,51,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2069202,47,40,0,0,0,0,0,4,11,17,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1412063,0,2,18,6,12,13,0,0,0,0,2,"No",6,0.84,0.86,0,"No","No","No","Yes","No","Yes" +1276249,3,2,0,1,3,5,0,0,4,4,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1363092,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.27,0,"Yes","No","Yes","Yes","No","No" +3145384,24,8,0,0,0,0,2,3,8,13,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1287533,55,8,8,306,498,618,36,159,370,576,89,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1870945,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1260989,29,3,0,0,30,30,0,0,1,1,2,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +2153292,2,2,0,1,3,4,1,1,2,6,0,"No",0,0.83,0.75,0,"Yes","No","No","Yes","No","No" +3101145,54,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2124048,1495,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2121058,2,10,0,0,0,0,0,0,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1228945,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1145174,115,8,0,0,0,0,4,15,34,60,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1232013,4954,52,0,0,0,0,0,10,21,21,0,"No",0,0.64,0.8,0,"Yes","No","No","No","No","No" +3257999,266,2,7,0,112,252,43,204,430,556,56,"No",0,0.19,0.38,0,"No","No","No","Yes","No","No" +1302696,154,8,0,0,0,0,6,34,43,54,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1849534,6,2,0,16,32,32,7,19,42,59,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1312974,3,2,0,12,18,30,5,17,30,36,2,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1503070,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1324009,535,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.8,0,"No","No","No","Yes","No","No" +1688337,26,12,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +2028573,54,2,0,0,0,24,3,14,42,56,0,"No",0,0.85,0.68,0,"Yes","No","No","Yes","No","No" +2016138,111,8,36,136,240,318,41,138,285,434,27,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1981917,93,4,20,0,0,0,0,30,34,64,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1218747,1140,52,0,0,0,0,5,8,16,22,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1502841,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3258228,5,2,0,0,5,5,0,0,0,0,0,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1493336,9,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1674100,4,14,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1712920,512,12,19,506,1012,1518,153,598,1200,1787,203,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2269672,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1364367,11,2,7,317,517,717,67,214,404,512,104,"No",0,0.93,0.94,1,"No","No","No","Yes","No","Yes" +1484045,20,2,0,0,0,0,0,0,0,3,1,"No",0,0.44,0.66,0,"Yes","No","No","Yes","No","No" +1376808,190,8,0,0,0,38,13,43,100,162,30,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1788121,29,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1302971,10,8,0,5,10,20,4,8,19,34,0,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +2878096,115,2,0,0,0,0,0,2,9,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1295309,16,2,0,13,26,39,6,10,14,32,0,"No",0,0.67,0.61,0,"No","No","No","Yes","No","No" +3226917,1308,2,1014,2080,6240,6240,4,4,4,4,231,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2905255,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1661160,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2185098,24,8,0,516,516,516,287,351,429,544,139,"No",0,0.81,0.77,2,"No","No","No","Yes","No","No" +2148644,74,8,2,49,49,91,4,33,64,106,26,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2869624,605,8,212,996,1932,2484,229,888,2007,3366,596,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2269105,0,8,0,2,2,3,1,2,3,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1613900,330,NA,0,0,0,0,5,21,36,51,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1669186,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2173664,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1885444,73,8,0,0,0,0,4,19,39,57,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1320727,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.85,0,"No","No","Yes","Yes","No","No" +3181248,11,9,0,0,0,0,0,0,0,1,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2251705,7,8,0,0,0,0,0,2,4,6,4,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1260558,38,8,0,21,49,77,8,52,67,85,7,"No",0,0.91,0.75,0,"No","No","No","Yes","No","No" +1699610,37,NA,0,0,33,33,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3130128,4707,8,0,0,0,0,2275,2277,2277,2277,312,"No",0,-99,-99,402,"No","No","No","Yes","No","No" +3215500,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1320327,5,8,0,42,72,102,10,31,74,102,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +3109762,27,2,0,66,102,144,10,38,66,130,11,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1663988,116,2,11,124,250,376,26,94,272,397,75,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3264902,11,0,0,14,34,62,4,8,10,10,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2225656,14,0,0,0,0,0,0,0,8,13,1,"No",0,-99,0,0,"No","No","No","No","No","No" +1193229,5,4,0,9,18,24,2,8,11,22,2,"No",0,0.82,0.91,0,"No","No","No","Yes","No","Yes" +1309912,0,4,0,50,94,132,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +3148804,1034,4,0,0,0,0,0,9,13,13,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1723229,31,2,0,0,0,0,2,7,17,25,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1736250,39,8,18,30,78,114,29,49,85,109,32,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","No" +1371887,8,2,0,50,50,50,0,0,0,0,1,"No",0,0.27,0.39,0,"Yes","No","Yes","Yes","No","No" +2224975,48,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1190253,1,12,4,17,27,39,1,10,17,26,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3283809,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1513245,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1193043,17,2,0,0,0,0,7,15,24,36,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2172805,717,9,45,0,381,641,179,457,1005,1378,110,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3269600,2,2,0,2,4,4,0,0,0,0,2,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2833894,3,2,3,38,57,57,11,30,37,47,3,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1297771,12,9,0,0,0,0,0,0,1,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2156821,3,2,0,0,3,3,0,1,2,6,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2101892,318,0,0,0,0,0,3,11,21,35,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1439381,0,2,0,26,42,62,1,2,2,2,0,"No",0,0.62,0.62,4,"No","No","No","Yes","No","Yes" +3126030,11,8,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1989909,281,9,192,47,299,635,28,97,176,179,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2189258,98,12,0,1,1,1,1,1,2,4,2,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2844677,7,9,0,0,0,0,0,0,1,2,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1863992,0,8,0,2,3,5,1,2,3,3,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2861584,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3161044,2,8,0,25,25,25,0,1,2,5,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1510280,119,2,30,133,303,448,30,140,267,451,55,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +1159342,37,8,0,0,0,0,1,1,3,6,2,"No",0,0.84,0.71,0,"No","No","Yes","Yes","No","No" +1149941,3,2,0,5,5,5,0,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2809913,6,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2935701,254,12,21,300,600,800,98,297,627,1040,66,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1577362,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3234371,23,2,0,0,0,0,5,10,21,28,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3067412,15,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.78,0,"Yes","No","No","Yes","No","No" +2038875,20,12,0,13,13,13,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3135717,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3010960,30,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1923213,15,8,0,2,14,30,2,9,26,43,1,"No",0,0.74,0.84,0,"No","No","No","Yes","No","No" +2179656,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2019924,13,NA,0,0,0,0,0,0,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1671084,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +3047302,22,8,0,4,12,16,0,4,20,39,4,"No",0,0.77,0.86,0,"No","No","No","Yes","No","No" +1835174,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3278101,51,8,0,0,0,0,0,1,1,2,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2164266,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +1426839,4946,12,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.18,0,"No","No","No","Yes","No","No" +3094919,1,10,0,4,6,9,2,2,4,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1662761,21,2,0,0,60,60,2,10,24,35,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +3184859,408,NA,0,0,0,0,8,14,37,51,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1560671,26,8,0,0,0,0,2,4,17,22,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1319479,1299,4,3,0,0,0,36,122,260,451,30,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2167833,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1454095,5,2,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1613820,890,2,425,616,1386,2002,194,614,1631,2189,192,"No",0,1,1,0,"No","No","No","Yes","No","No" +3098204,280,8,169,919,1639,2269,192,699,1280,1939,113,"No",0,0.97,0.89,5,"No","No","No","Yes","No","No" +1900077,50,2,0,0,0,0,0,2,12,20,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1859746,3,NA,0,0,0,0,0,3,3,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1470249,384,2,0,3000,5000,6000,237,1634,4897,5053,380,"No",0,0.77,0.59,0,"No","No","No","Yes","No","Yes" +1937203,916,12,170,537,1077,2202,405,1227,2399,3911,210,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1212158,1,8,0,12,12,12,1,3,3,7,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2009840,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1118016,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1138225,5,4,0,0,0,1,1,4,7,9,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1219459,48,14,1,0,0,0,6,11,18,22,7,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3197262,3,8,2,4,7,10,0,3,5,9,0,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +1361464,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1869790,9,2,1,11,26,40,1,11,34,45,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1765545,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1869123,28,2,0,100,100,100,14,37,72,133,66,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2117855,132,NA,0,0,0,0,15,58,149,252,51,"No",0,-99,-99,0,"No","No","No","No","No","No" +1177291,10,12,0,0,0,0,1,1,2,3,1,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1960057,44,2,0,0,0,0,0,1,2,4,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1721349,10,2,0,0,0,0,4,8,13,13,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2194893,55,2,0,0,0,0,2,3,8,12,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3157683,4,12,0,0,1,3,0,1,6,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2013406,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2924553,1,4,0,23,43,67,5,22,40,49,0,"Yes",5,0.79,0.87,0,"No","No","Yes","Yes","No","Yes" +1413317,0,4,0,271,451,523,1,4,10,11,18,"No",2,0.79,0.66,0,"No","No","Yes","Yes","No","Yes" +3212281,8,NA,0,0,0,0,1,2,2,2,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1453550,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3078866,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1650457,107,9,0,0,0,0,0,1,4,4,1,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1498611,5,8,0,12,21,30,2,9,14,24,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +1679127,12,8,0,0,0,0,0,0,4,5,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1247309,9,8,0,20,40,60,7,17,31,49,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2140424,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.29,0,"Yes","No","Yes","Yes","No","No" +3091393,3,9,7,0,0,0,0,1,6,8,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1912179,18,8,0,8,16,24,5,10,18,31,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1434201,459,8,42,0,1300,1300,48,252,407,499,58,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1664766,109,2,17,72,180,288,27,98,195,280,38,"No",0,0.62,0.68,0,"No","No","No","Yes","No","No" +2191454,1,2,2,6,14,18,0,6,9,18,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2024597,5,2,0,0,0,5,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2111906,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.73,0,"No","No","No","Yes","No","No" +1288924,6,8,0,0,0,0,0,0,5,5,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1542126,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1403251,20,12,0,0,0,0,0,6,10,17,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1547640,105,8,5,60,120,120,15,54,111,183,27,"No",0,0.21,0.4,0,"No","No","No","Yes","No","No" +2102591,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1623267,49,8,7,0,0,0,4,14,34,52,14,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1335912,9,9,0,0,3,8,0,3,8,10,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1193044,16,2,0,37,50,63,4,8,15,29,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1937750,11,8,0,0,0,0,0,1,5,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1374947,12,2,0,8,32,60,3,22,35,49,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1966567,56,2,0,3,44,89,12,35,54,75,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +3097978,6,2,0,0,0,0,1,1,2,6,0,"No",0,0.84,0.8,0,"Yes","No","Yes","Yes","No","No" +1665004,20,2,0,20,20,20,0,0,0,0,0,"No",0,0.35,0.27,0,"Yes","No","No","Yes","No","No" +1701626,23,52,0,0,0,0,1,1,3,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1282520,8,8,0,0,0,0,1,3,4,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3210212,35,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.77,0,"No","No","Yes","Yes","No","No" +2985704,1848,8,0,0,0,2000,209,442,992,1192,160,"No",0,1,1,0,"No","No","No","Yes","No","No" +1236688,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.4,0,"Yes","No","Yes","Yes","No","No" +1219208,209,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2046592,98,8,3,0,0,0,10,26,49,88,11,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1784725,0,8,0,0,0,0,1,6,14,23,0,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","No" +1741969,0,12,0,8,8,8,0,9,10,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1792191,2,8,0,24,44,60,7,19,38,57,7,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2964618,127,8,18,107,173,239,26,82,150,236,72,"No",0,0.31,0.22,0,"No","No","No","Yes","No","No" +1981772,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1374322,-19,NA,0,0,0,0,26,155,201,286,0,"No",0,-99,-99,20,"Yes","No","No","Yes","No","Yes" +2223503,5221,8,0,0,0,0,2,26,58,123,138,"No",0,0.84,0.67,0,"No","No","No","Yes","No","No" +2973909,9,8,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3035250,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1138699,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3031601,840,2,0,0,0,0,1,3,5,18,1,"No",0,-99,0,0,"No","No","No","Yes","No","No" +3115794,4,2,0,10,10,10,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","No","Yes","No","No" +1769279,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1241821,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2817878,0,8,0,5,5,5,1,3,4,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1972522,11,2,0,25,25,25,4,8,10,15,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1695901,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.82,0,"No","No","No","Yes","No","No" +3144956,0,2,0,6,6,6,4,4,4,4,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +1815596,872,8,406,2108,4320,6772,794,2386,4740,6744,557,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +3205559,3,2,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1462455,16,9,0,38,76,114,14,48,103,140,13,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1436250,25,2,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1794862,58,4,0,0,0,0,3,5,5,5,1,"No",0,0.68,0.57,0,"Yes","No","No","Yes","No","No" +3257764,115,12,15,350,686,926,0,0,0,0,0,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +2220495,1,14,0,27,27,32,0,9,17,25,2,"No",0,0.32,0.41,0,"No","No","No","Yes","No","Yes" +3176265,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.08,0,"No","No","No","Yes","No","No" +2867982,8,4,0,4,4,4,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1222951,5,2,0,5,15,25,0,3,6,7,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +2896499,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2149307,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2960991,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1952571,128,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1613513,1,8,0,1,3,7,1,3,8,13,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1750273,24,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1383150,14,2,36,0,0,0,12,12,12,12,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1302543,0,12,0,17,24,38,2,15,18,21,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1953802,22,8,0,11,22,44,1,14,32,49,3,"No",0,0.7,0.73,0,"No","No","Yes","Yes","No","No" +1187813,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +1418212,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1207634,12,17,0,0,5,10,0,4,10,14,0,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1859439,1,9,0,2,4,4,3,6,11,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1391791,50,12,0,54,135,216,19,69,151,194,41,"No",0,0.97,0.89,0,"No","No","No","Yes","No","No" +2263157,31,12,0,0,0,0,1,3,5,10,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1494439,6,8,0,12,12,24,8,16,30,41,11,"No",0,0.88,0.9,0,"No","No","No","Yes","No","Yes" +2857870,1562,52,0,0,0,0,3,8,20,29,11,"No",0,0.97,0.96,0,"Yes","No","Yes","No","No","No" +1472009,0,9,2,50,80,110,9,16,22,24,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +1930629,381,2,152,612,1044,1476,172,462,579,580,190,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1904854,20,12,0,15,15,15,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1817102,21,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +2129394,1705,8,0,0,0,0,0,1,2,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1436795,153,8,0,0,0,0,1,4,5,22,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1648993,0,2,0,2,2,2,0,0,0,1,0,"No",2,0,0.02,0,"No","No","No","Yes","No","Yes" +2892149,13,2,0,4,14,26,10,16,37,48,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1527217,47,NA,0,0,0,0,1,3,3,5,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1451058,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","No" +1619419,11,9,0,0,0,0,0,3,8,12,4,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +2216621,513,8,0,0,0,150,521,531,722,774,163,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2059959,6,8,0,12,12,24,4,7,23,26,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1429480,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1900086,6,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1271977,76,8,19,71,185,280,25,104,219,322,23,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3219407,0,2,0,0,10,15,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3189363,34,9,0,0,0,0,2,2,2,2,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1379436,0,2,0,12,27,27,0,0,0,0,1,"No",12,0.81,0.87,0,"No","No","Yes","Yes","No","Yes" +2024680,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1495890,219,8,93,100,200,300,40,133,269,419,69,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1537378,0,8,0,17,17,17,0,0,1,1,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","Yes" +2927051,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1337058,2088,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1785341,35,8,0,0,0,0,2,4,14,19,0,"No",0,0.75,0.87,0,"No","No","No","Yes","No","No" +1783126,0,9,0,8,11,14,0,2,8,15,2,"No",0,0.43,0.45,0,"No","No","Yes","Yes","No","No" +1611416,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","Yes","Yes","No","No" +1178632,5,2,0,33,66,101,9,31,39,39,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2967852,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.34,0.37,0,"No","No","No","Yes","No","No" +1542823,582,3,6,2793,3990,5187,462,1357,2829,5043,404,"No",0,0.96,0.95,15,"No","No","No","Yes","No","No" +2270725,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1579741,5,8,0,7,12,12,1,6,13,16,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1196987,4,2,10,0,0,0,4,12,19,19,0,"No",0,0.19,0.16,0,"Yes","No","No","Yes","No","No" +1480935,74,8,13,80,185,302,27,84,186,254,37,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +3250655,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3084376,18,2,0,0,4,4,0,3,4,7,0,"No",0,0.87,0.92,0,"No","No","Yes","Yes","No","No" +2919476,14,13,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.97,0,"No","No","Yes","No","No","No" +1844241,6,2,0,0,0,6,0,0,0,0,0,"No",0,0.44,0.62,0,"Yes","No","No","Yes","No","No" +1909195,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"Yes","No","Yes","Yes","No","No" +1205009,0,2,0,1,6,6,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +1301647,0,2,0,22,36,58,11,23,45,63,3,"No",0,0.17,0.08,0,"No","No","No","Yes","No","Yes" +1717787,4,9,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1930989,13,12,0,0,0,0,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1755041,184,8,2,520,1060,1670,193,657,1314,1900,75,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2038789,261,4,0,0,0,0,6,19,37,54,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1361732,13,8,0,21,42,42,5,11,18,31,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1956721,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +3173099,372,8,27,657,1005,1353,109,352,623,905,124,"No",0,1,1,0,"No","No","No","Yes","No","No" +1260297,14,8,27,154,262,370,34,127,208,274,35,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3040930,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1658105,7,4,0,0,2,4,3,5,12,13,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2276611,50,4,0,0,0,0,0,1,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1336922,1,6,0,2,3,4,0,1,3,4,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1591068,1,8,0,1,2,3,0,2,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1592971,466,8,0,0,0,0,18,52,94,135,29,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1142827,0,2,0,12,21,27,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1486443,-37,2,9,1389,2098,2819,354,1100,2091,3230,294,"No",0,0.62,0.65,51,"No","No","No","Yes","No","Yes" +2160296,24,8,20,80,120,180,13,60,127,210,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1203375,1,9,0,3,5,8,1,3,6,6,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +3019964,31,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1368558,540,8,0,9910,9910,9910,14,28,50,104,10,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +3119591,156,3,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2988769,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1988996,2,3,0,7,12,18,1,6,15,19,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1918038,0,8,0,7,13,17,2,8,12,18,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +2815928,1000,8,0,0,0,0,0,0,400,400,5,"No",0,0.12,0.06,0,"No","No","No","Yes","No","No" +1210028,1,9,0,4,6,6,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2933262,2138,8,435,3478,5498,8730,423,3622,7735,10665,323,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1766769,69,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1783056,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1302083,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2007203,38,8,13,611,851,1139,116,344,647,945,141,"No",48,0.61,0.57,5,"No","No","Yes","Yes","No","Yes" +1328674,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2078791,4995,52,0,0,0,0,0,5,5,5,0,"No",0,0.68,0.77,0,"Yes","No","No","No","No","No" +1420570,2,8,1,0,0,1,0,1,2,4,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1405775,8,2,6,37,55,79,5,18,23,29,0,"No",0,0,0.02,0,"Yes","No","No","Yes","No","Yes" +3205081,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2062086,95,8,1,18,78,139,19,63,168,265,12,"No",0,0.47,0.76,0,"No","No","No","Yes","No","No" +1302856,2,8,0,8,8,10,2,9,10,12,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1572563,12,2,7,42,60,84,25,75,98,100,16,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","Yes" +2284416,36,2,0,0,0,7,1,11,15,27,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +2298886,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +2272272,283,8,115,310,695,1010,163,443,789,1201,243,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +2074511,5,14,0,0,0,0,0,1,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1703827,91,8,0,1481,2321,2881,290,818,1469,2281,316,"No",70,0.05,0.12,7,"No","No","No","Yes","No","Yes" +3090538,154,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +1633596,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1271456,0,8,0,10,15,25,6,9,19,26,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1947881,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1961668,22,8,0,0,0,6,4,6,21,34,11,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2953201,5,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1896731,78,2,10,120,216,288,34,101,214,326,49,"No",0,1,1,0,"No","No","No","Yes","No","No" +2082906,2,2,0,12,22,22,12,18,30,57,2,"No",0,0.85,0.84,0,"No","No","No","Yes","No","Yes" +1459291,3,8,0,12,12,12,0,5,12,18,0,"No",6,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2902688,452,8,0,0,0,0,2,3,9,14,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1259392,94,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +3277936,378,8,87,510,1014,1451,117,320,597,889,150,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2809986,6,2,0,3,3,3,0,2,2,2,0,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +1161216,37,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2022973,18,8,0,12,12,12,3,5,9,15,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2106951,3,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1421945,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +1335683,0,8,1,19,30,41,12,24,31,48,1,"No",0,0.81,0.88,1,"No","No","No","Yes","No","Yes" +1628693,12,2,1,0,0,0,0,5,8,17,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3054384,38,8,12,54,110,180,14,72,127,200,21,"No",0,0.77,0.76,0,"No","No","No","Yes","No","No" +1809021,14,8,0,20,38,56,11,22,37,58,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3105524,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +3205739,46,8,0,0,0,0,0,2,3,4,0,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1344022,8,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1192045,0,2,13,112,112,224,0,0,0,0,3,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +1667123,-1,10,17,0,0,0,0,1,1,1,0,"No",0,0.84,0.86,1,"Yes","No","No","Yes","No","No" +3068117,18,NA,0,0,0,0,0,1,2,2,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1824613,8,8,0,0,5,10,1,4,9,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2008311,0,2,0,17,21,21,0,4,4,4,0,"No",0,0.33,0.59,4,"No","No","No","Yes","No","Yes" +1469164,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1815723,96,2,0,64,176,260,19,95,224,292,29,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +1603853,62,8,8,75,144,221,26,77,179,292,45,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1659545,2,9,0,0,0,0,1,1,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2273137,117,8,3,429,729,1029,95,356,685,952,118,"No",0,0,0.05,0,"No","No","No","Yes","No","No" +3214504,5,2,0,6,18,30,8,19,31,41,1,"No",0,0.73,0.76,0,"No","Yes","Yes","Yes","No","No" +1332878,6,2,0,0,5,5,2,5,6,9,0,"No",0,0.31,0.34,0,"No","No","No","Yes","No","Yes" +1921012,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1914713,17,8,5,28,56,84,4,23,58,82,15,"No",0,0.23,0.43,0,"No","No","No","Yes","No","No" +2059974,928,8,0,500,500,500,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2150589,5,8,0,147,238,238,0,0,0,0,0,"No",0,0.66,0.63,0,"No","No","Yes","Yes","No","No" +3170824,20,8,6,24,33,51,5,15,37,64,22,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +1819603,37657,8,0,0,13500,13500,0,0,0,0,1777,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2060103,0,14,0,12,19,26,3,8,13,19,1,"No",0,0.99,0.88,0,"No","No","No","Yes","No","Yes" +1265426,1,14,0,8,8,8,0,1,6,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" 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+1493297,1,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2243853,0,2,0,10,10,10,0,0,0,0,2,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","Yes" +1748238,115,8,0,20,80,135,11,49,101,152,65,"No",0,0.09,0.07,0,"No","No","No","Yes","No","No" +1661697,210,NA,0,0,0,0,0,9,9,13,2,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1363938,0,2,0,104,104,104,0,8,12,12,0,"No",0,0.7,0.73,8,"Yes","No","No","Yes","No","Yes" +2309543,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2226900,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +3123696,572,14,294,714,1526,1736,113,454,853,1467,133,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1435608,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1368230,2,15,0,10,20,26,7,10,15,20,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +1158805,474,8,142,560,1120,1120,117,381,764,1247,126,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1412988,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1767842,28,15,0,0,10,20,10,23,34,37,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +2918569,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2856293,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1614027,7,12,1,11,23,35,2,14,29,36,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1357562,259,4,22,112,378,691,33,212,736,758,49,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2912285,59,2,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1743793,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1779142,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +2212969,198,9,0,0,0,0,1,1,5,13,2,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2912757,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1492300,174,NA,0,0,0,0,0,0,2,5,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2218894,6,9,0,3,6,6,4,7,13,22,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1463655,-2,8,0,41,71,98,10,26,50,86,4,"No",0,0.65,0.74,2,"No","No","No","Yes","No","Yes" +3038895,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1742037,312,8,52,124,314,466,48,157,352,518,62,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2955069,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1731376,20,12,0,10,10,10,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2016049,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2171029,19,13,0,24,36,48,17,47,81,111,7,"No",0,0.42,0.67,0,"No","No","No","Yes","No","Yes" +1243648,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2151041,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1482830,6,8,0,14,40,65,4,17,29,40,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +2158321,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2214380,2,8,4,15,15,24,0,7,9,18,0,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +1123461,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2307629,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +1375931,6,4,0,18,27,33,5,9,15,18,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1371925,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1321715,131,2,0,0,0,0,5,14,27,35,3,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +1491362,85,8,0,0,33,66,17,43,78,119,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3132902,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3132335,2,8,0,0,1,1,0,0,1,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1375115,0,8,0,10,10,10,0,2,4,9,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1237246,0,4,0,11,18,26,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1365908,17,2,0,32,80,120,11,36,66,74,0,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +1139535,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.81,0,"No","No","Yes","Yes","No","No" +1510787,108,9,1,0,0,0,153,331,793,1338,11,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2286606,478,12,116,425,941,1457,427,1407,2522,3940,160,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1963927,1,2,0,28,52,80,9,28,44,67,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","Yes" +3091614,246,8,267,1051,1766,2371,155,654,1119,1496,257,"Yes",0,0.4,0.36,2,"No","No","No","Yes","No","No" +1293943,150,NA,0,0,0,0,6,14,19,26,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1578435,8,3,0,0,8,16,2,6,11,17,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2855070,431,8,0,0,0,0,2,14,23,56,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +2167974,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1349527,1324,2,2187,600,1600,3000,202,2484,2803,3306,281,"No",0,0.79,0.83,3,"No","No","No","Yes","No","No" +1312620,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2963451,2595,2,25,3000,6000,9000,586,1990,3692,6492,613,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3233511,3284,8,0,0,0,0,5,15,96,119,7,"No",0,0.26,0.26,0,"No","No","No","Yes","No","No" +1858783,19,2,0,0,0,0,0,0,2,2,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1798255,12,8,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1320902,23,8,0,25,50,75,9,26,47,75,8,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1207635,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3170605,7,8,0,3,6,7,2,3,6,8,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3136161,6,8,0,11,11,19,4,11,26,41,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2037336,13,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2046510,65,8,0,27,97,178,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1451454,95,52,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2915113,41,0,0,0,0,0,0,0,0,6,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2239408,96,9,0,0,0,0,0,0,0,0,2,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +2164226,18,12,29,452,792,1156,125,379,638,891,35,"No",20,0.66,0.67,2,"No","No","No","Yes","No","Yes" +1901218,42,NA,0,0,0,0,0,2,4,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1207291,13,2,0,12,36,48,15,36,48,67,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1323614,5,8,0,5,8,14,6,10,16,25,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","Yes" +1536854,2,8,0,27,45,60,8,17,37,51,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1742969,6,8,0,0,36,36,3,18,35,66,6,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3031257,9,8,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1519314,0,12,0,8,12,16,2,6,9,13,3,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1694409,123,8,1,96,192,264,40,107,242,385,44,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1131803,26,2,0,0,0,0,0,7,8,8,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +3144093,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1700785,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1960023,2,8,0,0,0,1,1,1,1,4,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +2947821,1628,8,0,0,0,0,28,124,270,443,32,"No",0,1,1,0,"No","No","No","Yes","No","No" +1733970,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1299047,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1452457,50,8,0,146,220,282,102,328,597,862,43,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +2836437,-2,8,0,46,66,82,5,14,32,44,2,"No",5,0,0,2,"No","No","No","Yes","No","Yes" +2005783,15,2,0,0,0,0,0,0,4,4,0,"No",0,0.97,0.94,0,"Yes","No","No","No","No","No" +1201885,-1,NA,0,0,0,0,8,19,52,65,8,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1142315,3,8,0,0,0,0,1,1,1,1,0,"No",0,0.7,0.64,0,"No","No","No","Yes","No","Yes" +1219015,1,2,1,1,2,4,1,2,4,7,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2037283,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1675316,3754,52,0,0,0,0,55,191,350,423,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +3069061,9,10,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +1593452,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2903628,93,8,1,0,0,31,2,23,41,64,23,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1982775,1,12,2,3,6,9,1,3,5,8,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1936024,1076,NA,4,0,0,0,12,34,59,90,19,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1278861,40,8,0,0,0,0,0,5,5,5,2,"No",0,0.97,0.91,0,"Yes","No","No","Yes","No","No" +1238013,1,2,0,2,4,5,1,1,2,6,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +1448802,7,9,2,4,8,14,2,5,12,17,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2272641,384,8,0,0,0,0,1,3,8,14,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1202642,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1960098,4,2,0,1,1,1,8,18,20,20,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +1491476,12,2,0,0,0,0,0,1,2,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1452330,13,NA,0,65,95,125,11,36,83,130,26,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1312531,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3174830,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +2898293,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2239722,47,8,78,0,60,96,26,75,82,82,15,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1560674,3,8,0,0,2,4,1,2,3,4,6,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1240079,38,14,0,0,0,0,1,9,13,23,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1725379,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1356773,35,9,0,0,0,0,1,6,12,16,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3266018,115,5,9,759,759,983,31,65,122,196,138,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1564216,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1984963,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1512255,56,8,5,79,167,247,24,98,225,370,3,"No",0,0.64,0.64,0,"No","No","Yes","Yes","No","No" +3240192,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.78,0,"Yes","No","No","Yes","No","No" +2808374,73,2,4,84,84,126,13,37,73,120,29,"No",0,0.31,0.34,0,"No","No","No","Yes","No","No" +3204238,116,NA,8,0,0,0,47,150,352,576,84,"No",0,-99,-99,0,"No","No","No","No","No","No" +2300451,23,8,0,0,13,13,3,21,32,47,14,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1190479,1,2,0,7,15,20,1,5,10,16,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1218439,208,0,78,797,1317,1837,202,593,1164,1745,206,"No",0,0,0,0,"No","No","No","No","No","Yes" +3214044,372,2,200,604,1224,2024,186,844,1196,1482,178,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2019085,1,8,0,4,4,7,3,6,11,14,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +3261864,10,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1129767,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +3204637,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1864293,2,8,0,12,18,24,0,5,13,19,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1217327,183,8,86,360,726,1056,144,326,1551,1911,214,"No",0,0.81,0.88,509,"No","No","Yes","Yes","No","No" +2838636,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1295450,397,2,73,260,585,931,108,345,746,1236,188,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3200888,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2102480,1243,NA,3,0,0,0,11,44,76,128,38,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1376619,1,8,0,17,28,39,9,19,32,39,0,"No",2,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1331537,7,8,0,16,32,64,8,21,42,65,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1191304,2,2,0,7,7,7,2,5,9,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1791850,10,4,6,1,5,7,1,4,12,16,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1599791,0,2,0,24,36,48,14,24,35,40,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +1155716,0,NA,0,5,7,9,16,83,158,216,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1423670,16,8,0,10,40,80,10,30,69,94,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +3179754,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.19,0,"No","No","Yes","Yes","No","No" +2962130,9,52,0,0,0,0,2,9,10,12,1,"No",0,0.95,0.95,0,"Yes","No","No","No","No","No" +2175618,55,8,0,0,320,320,1,4,24,43,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1309758,-6,8,13,343,585,818,141,349,601,842,66,"No",16,0.69,0.68,44,"No","No","No","Yes","No","Yes" +1803101,1,8,0,3,5,6,1,4,5,6,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3276229,3,4,3,3,6,7,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2979454,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3241940,1,8,0,16,27,38,12,30,56,78,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2935961,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2095138,1467,8,0,604,1222,1930,19,159,1026,1569,46,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1889863,129,12,0,0,0,0,0,0,3,3,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2048103,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2310689,56,8,0,0,0,0,2,4,8,9,1,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +1832178,1,9,0,15,29,43,1,3,5,10,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1341833,5,2,0,32,64,80,27,72,98,109,4,"No",0,0.79,0.91,0,"No","No","No","Yes","No","Yes" +1248129,3,8,0,10,20,20,1,4,10,17,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1785592,1,4,0,6,9,12,4,5,12,13,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2859635,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2189437,3,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.42,0,"Yes","No","No","Yes","No","No" +1150252,5,8,0,16,27,49,4,11,27,39,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +1433860,39,8,0,0,0,0,10,17,31,63,1,"No",0,0.92,0.88,0,"Yes","No","No","Yes","No","No" +2072651,36,2,50,43,86,129,7,31,64,96,0,"No",0,1,0.82,0,"No","No","No","Yes","No","No" +1236280,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +2076616,7,16,0,64,64,64,8,26,45,62,15,"No",0,0.44,0.21,0,"No","No","No","Yes","No","Yes" +2299856,21,8,0,0,0,0,0,1,2,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1894315,-1,2,0,12,18,18,5,10,15,22,1,"No",0,0.91,0.93,1,"No","No","No","Yes","No","Yes" +1859920,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1936664,794,8,0,0,0,0,13,53,217,571,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +1796617,10,2,0,0,9,9,1,8,12,13,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +1454312,9,8,0,0,4,12,1,3,9,12,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1498071,0,12,4,1,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1736880,7,2,0,150,150,150,0,0,0,0,0,"No",140,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1410707,26,8,0,0,0,0,1,6,13,18,0,"No",0,0.6,0.58,0,"No","No","Yes","Yes","No","No" +1760203,68,8,0,0,0,0,0,2,4,6,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1609839,61,12,0,0,0,2,2,6,12,22,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1642931,-6,12,0,32,32,32,0,2,8,8,0,"No",0,0,0.01,6,"No","No","No","Yes","No","Yes" +1218604,27,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1765336,188,10,0,0,0,0,0,4,6,8,12,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2144036,0,3,7,3,16,22,4,10,19,23,5,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3116389,3,2,0,20,30,45,4,14,29,37,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2825248,0,8,0,4,7,9,4,8,10,10,7,"No",0,0.84,0.82,0,"No","No","No","Yes","No","Yes" +1129526,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1491097,11,8,0,0,8,8,0,2,5,5,0,"No",0,0.75,0.85,0,"No","No","No","Yes","No","No" +1815043,150,NA,0,0,0,0,13,38,64,95,29,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3063502,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1253209,79,4,33,128,254,379,57,157,263,456,41,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3080903,11,8,0,0,0,0,0,1,1,6,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1452272,9773,2,1749,13500,28000,42000,452,1581,3166,4875,447,"No",0,0.43,0.47,0,"No","No","No","Yes","No","No" +1657751,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1882047,463,8,93,500,1000,1600,183,586,1155,1803,170,"No",0,0.35,0.27,0,"No","No","No","Yes","No","No" +1584244,64,2,62,104,214,324,21,98,202,285,42,"No",0,0.98,0.89,0,"No","No","No","Yes","No","No" +2049074,-20,12,84,384,624,864,91,446,667,926,63,"No",0,0.98,0.97,10,"No","No","No","Yes","No","Yes" +1405175,1,2,0,0,18,18,1,6,11,14,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1619408,9,2,0,25,50,75,2,26,63,87,2,"No",0,0.83,0.7,0,"No","No","No","Yes","No","Yes" +3267677,17,8,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2093343,0,2,0,11,20,21,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","Yes","Yes","No","Yes" +1680338,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","No" +1381339,-2,4,4,36,36,36,4,10,10,10,0,"No",0,0.61,0.61,2,"Yes","No","Yes","Yes","No","Yes" +3279425,6,8,0,0,0,1,1,4,9,12,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2236788,0,2,0,12,24,24,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2263652,464,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1941390,6,8,0,0,0,10,1,2,4,7,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2913333,45,8,0,40,40,80,1,23,54,77,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +1909089,21,2,0,25,25,50,4,10,24,59,4,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2167348,-2999,9,0,5809,5809,6187,0,9,9,21,0,"No",0,0.94,0.79,2999,"Yes","No","No","Yes","No","Yes" +1197503,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"Yes","No","Yes","Yes","No","No" +1619954,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +3076665,57,4,2,34,68,102,5,41,80,113,11,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1538824,9,8,0,10,20,20,3,5,11,17,2,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1345078,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.8,0,"Yes","No","No","Yes","No","No" +1439840,987,8,0,0,0,0,1,2,22,40,6,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1514509,9,8,0,6,24,45,0,4,4,4,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","Yes" +1746995,9,9,0,7,7,7,0,3,5,7,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1260026,11,2,0,10,30,50,2,3,10,11,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2232106,2,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1118406,2,8,0,0,1,2,0,1,1,1,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +2222680,208,8,58,819,1260,1575,177,648,1164,1921,231,"No",0,0.57,0.6,0,"No","No","No","Yes","No","No" +1124821,327,8,119,123,581,1113,118,448,993,1434,83,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1902905,95,4,34,61,130,183,28,76,131,229,21,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1425753,14,8,0,0,0,0,1,2,3,7,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1685975,7,9,0,0,0,0,1,1,2,4,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1723831,33,8,2,12,48,60,6,27,51,79,5,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +1430801,50,8,4,192,192,192,5,28,66,106,50,"No",0,0.32,0.66,0,"Yes","No","No","No","No","No" +2080864,21,8,0,0,0,0,0,1,1,4,1,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1888808,169,2,0,0,0,0,0,2,2,2,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1415982,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2885622,56,8,0,0,0,0,0,0,2,4,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +2909135,6,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.97,0,"Yes","No","Yes","Yes","No","No" +1968619,1,9,0,3,3,4,17,18,19,19,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1694805,3181,2,0,3000,6000,9000,657,1881,4164,6836,581,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1629179,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1585313,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1407350,5,2,0,8,15,21,4,13,26,27,1,"No",0,0.22,0.34,0,"Yes","No","No","Yes","No","Yes" +1936695,1016,8,39,0,1008,1008,102,407,800,1309,134,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2833307,35,8,0,0,0,0,1,4,6,8,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2304934,769,8,0,0,0,0,11,118,234,445,61,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1112816,20,8,0,26,52,78,9,31,64,97,8,"No",0,0.58,0.47,0,"No","No","No","Yes","No","No" +2202548,110,8,0,169,355,577,56,189,381,552,0,"No",0,0.07,0.22,0,"No","No","No","Yes","No","No" +3254250,0,9,0,1,1,2,1,1,2,2,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1562919,156,8,0,0,0,0,0,6,12,23,1,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1914499,176,2,0,0,0,0,0,0,0,0,0,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +3271257,10,2,0,10,10,10,0,0,0,0,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +3170132,4,2,0,0,2,4,0,2,6,7,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1289727,447,8,227,0,315,630,98,275,565,910,97,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3000927,14,14,0,0,0,0,0,3,7,9,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2235652,2,9,1,4,7,10,3,7,11,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2942305,18,8,0,0,0,100,1,3,15,29,5,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1973039,191,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.72,0,"Yes","No","Yes","Yes","No","No" +3029769,2,8,0,0,0,1,1,1,2,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1781003,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1685489,18,8,18,112,192,272,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1411926,0,NA,0,0,5,5,1,1,2,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2052240,3,12,3,49,61,73,3,17,38,57,13,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +3270303,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.29,0,"No","No","No","Yes","No","No" +2098369,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1776417,0,2,0,0,0,0,0,1,2,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1310327,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1807510,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2187337,10,8,0,0,0,0,1,3,6,9,0,"No",0,0.82,0.83,0,"No","No","Yes","Yes","No","No" +1465466,355,8,108,2220,4040,5860,642,1663,3332,5041,260,"No",0,0.99,0.96,11,"No","No","No","Yes","No","No" +2251104,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +1179843,6,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3174044,198,8,0,0,0,0,12,53,118,184,5,"No",0,0.85,0.85,0,"No","No","Yes","Yes","No","No" +1617051,35,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1957928,89,8,0,0,0,0,0,0,4,4,1,"No",0,0.93,0.95,0,"Yes","No","Yes","No","No","No" +1391879,201,8,0,0,0,0,0,0,0,1,0,"No",0,0.69,0.77,0,"No","No","No","Yes","No","No" +1265681,0,8,0,15,15,15,0,3,7,12,1,"No",0,0.06,0.5,0,"No","No","No","Yes","No","Yes" +1246620,24,9,0,0,0,0,0,0,0,0,2,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +1536960,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1554461,5,4,0,0,0,0,1,1,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1807890,11,2,0,12,24,48,6,13,27,46,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","Yes" +3278974,14,8,0,5,6,7,0,0,2,3,3,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +3008196,11497,2,0,0,0,0,135,408,832,1130,254,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3215123,24,NA,0,0,0,0,1,4,6,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2280923,216,16,13,660,880,1320,140,449,964,1523,162,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +2948292,33,2,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2108559,6,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3226548,24,8,0,0,0,4,0,0,0,0,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1925780,0,12,0,46,69,115,13,28,56,74,6,"No",23,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1718509,344,0,0,0,0,0,0,1,2,5,5,"No",0,0,0,0,"Yes","No","No","No","No","No" +1495635,97,8,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +3109897,4,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2112199,77,8,4,8,25,43,8,38,58,78,38,"No",0,1,1,0,"No","No","No","Yes","No","No" +2031917,3,8,0,40,71,98,12,30,50,77,8,"No",0,0.92,0.84,0,"No","No","No","Yes","No","Yes" +1494465,42,9,0,60,112,164,21,45,104,164,21,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1777489,0,9,0,1,1,1,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2907938,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3131772,297,4,0,882,1166,1450,255,574,949,1143,68,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3245623,3,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1748507,-16,52,0,68,68,68,0,6,8,13,0,"No",0,0.62,0.62,16,"Yes","No","No","No","No","No" +2172340,4,3,0,0,0,0,0,1,2,2,1,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1596240,0,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3178906,24,2,0,0,0,0,0,0,5,5,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +1743177,752,8,370,4594,9554,14434,3260,9535,17756,24835,832,"No",0,0.61,0.49,1,"No","No","No","Yes","No","No" +1948873,5,8,1,36,60,72,9,23,56,80,4,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1157180,27,8,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1591479,6,2,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3150636,3,12,0,0,0,0,0,0,1,2,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1969193,57,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3081334,43,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2306582,25,4,25,26,66,106,19,48,89,150,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3242456,7,8,0,0,0,0,1,2,2,2,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2153574,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2301937,14,12,1,0,0,5,0,2,10,15,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3206811,0,8,0,2,2,3,0,0,2,2,2,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1766181,1,8,0,4,7,10,2,4,8,9,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2906272,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +2134284,317,2,63,560,1360,2160,211,699,1495,2166,111,"No",0,0.9,0.88,0,"No","No","Yes","Yes","No","No" +1738315,1,8,0,10,20,25,6,15,15,21,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1352743,4,2,0,40,40,40,3,5,6,10,0,"Yes",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +2021180,8,12,0,0,0,0,0,0,3,7,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1282624,15,4,0,0,20,20,0,4,18,21,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1236764,549,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1262029,13,8,0,21,53,53,0,0,0,0,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1591405,7,2,0,0,0,0,1,1,1,1,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3247849,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1118633,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.66,0,"Yes","No","No","Yes","No","No" +1950223,66,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2097917,1,8,0,0,0,1,0,0,1,1,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1248209,127,2,2,0,90,180,23,78,140,209,32,"No",0,0.8,0.8,0,"No","No","Yes","Yes","No","No" +2149041,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.12,0,"No","No","No","Yes","No","No" +1113162,27,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2137511,11,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3029035,28,8,0,0,0,14,3,10,32,41,5,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +3129588,9,2,0,0,0,0,0,0,2,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1634308,0,8,0,24,36,54,7,17,22,37,2,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2224087,12162,8,74,0,0,0,19,41,86,119,20,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1133198,15,8,0,0,0,1,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1646782,1,2,0,2,3,4,1,1,2,4,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2157584,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3249995,12480,8,0,0,0,0,0,1,9,19,3,"No",0,0.63,0.76,0,"No","No","No","Yes","No","No" +1403169,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3283986,1598,8,0,0,0,0,6,12,15,21,26,"No",0,0.91,0.84,0,"Yes","No","Yes","Yes","No","No" +1189837,-2,8,0,18,30,44,7,17,26,32,0,"No",0,0.79,0.66,2,"No","No","No","Yes","No","Yes" +1821794,1,2,1,3,4,4,2,3,3,3,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","Yes" +1551056,7,2,0,37,37,37,0,0,0,0,0,"No",0,0.33,0.27,0,"Yes","No","No","Yes","No","No" +1427417,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3080697,33,3,0,0,0,0,1,1,3,3,1,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +2183251,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1120947,35,2,0,0,0,0,5,7,13,33,2,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1639019,0,12,0,12,12,12,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1307819,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.41,0,"No","No","No","Yes","No","No" +2873682,3,4,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1667197,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2892126,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3131047,69,NA,0,0,0,0,3,6,11,16,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1997678,2,12,0,0,0,0,0,0,0,1,1,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +1903870,35,4,0,0,0,0,1,5,7,11,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1267348,0,12,0,0,0,0,0,0,0,0,2,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +2901257,25,8,0,0,0,0,0,0,1,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1311641,7,4,0,0,0,0,20,54,110,154,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1601315,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2016551,2056,4,6,0,1080,2160,223,1548,3750,4913,268,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +3033408,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"Yes","No","Yes","Yes","No","No" +2191872,174,12,0,0,0,0,0,0,0,0,44,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +3102658,5,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.83,0,"Yes","No","No","No","No","No" +2185289,0,2,0,24,24,24,0,0,0,0,0,"No",0,0.92,0.93,0,"Yes","No","Yes","Yes","No","No" +2867181,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1524660,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2262527,11,2,21,0,20,60,4,14,32,49,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1415891,53,8,57,1711,2767,4359,476,1692,2951,3853,458,"No",0,0.93,0.94,20,"No","No","No","Yes","No","Yes" +1834092,450,8,0,0,0,0,0,0,0,0,3,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +3058702,99,52,0,0,0,0,0,0,2,3,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1228422,0,8,0,21,21,21,0,6,15,22,4,"No",0,0.33,0.29,0,"No","No","No","Yes","No","Yes" +1679796,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.6,0.58,0,"Yes","No","No","Yes","No","Yes" +1452147,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1836443,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +3132149,52,8,0,160,251,377,45,115,198,302,46,"No",16,0.83,0.84,0,"No","No","No","Yes","No","No" +2301614,33,12,9,0,0,0,6,16,39,75,19,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +1387911,156,8,50,415,670,935,173,408,474,718,136,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +3191648,29,8,0,90,150,180,29,78,147,210,30,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1650270,34,2,0,0,0,0,0,2,2,3,2,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +2264907,68,2,0,0,0,0,0,1,11,15,0,"No",0,0.9,0.87,0,"Yes","No","No","Yes","No","No" +1389407,7,8,0,8,26,35,1,6,12,27,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2964407,1,12,0,1,2,3,0,1,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1205023,4995,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +3189642,26,8,8,89,131,187,21,77,134,210,7,"No",0,0.72,0.63,0,"No","No","Yes","Yes","No","No" +2953888,426,2,174,1080,2040,3180,450,1123,1788,2449,356,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1203119,52,8,0,0,0,0,0,0,2,2,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2064519,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.57,0.61,0,"Yes","No","Yes","Yes","No","No" +2025919,24,NA,0,0,0,0,1,8,21,38,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1466766,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1804778,0,2,0,8,8,8,0,0,0,0,0,"No",3,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +2224673,384,8,0,0,208,208,41,147,331,553,49,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +1567592,1,8,0,5,7,10,2,4,7,9,0,"No",1,0.8,0.82,0,"No","No","No","Yes","No","No" +1723084,0,8,0,5,10,10,3,6,8,18,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1641241,124,8,26,48,48,120,22,69,155,263,56,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1855937,127,8,0,0,0,32,7,10,17,23,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1243183,1,8,0,16,24,32,3,15,23,36,12,"No",0,0.92,0.75,0,"No","No","No","Yes","No","Yes" +1128884,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2028234,20,2,0,0,0,0,4,11,17,28,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","Yes" +1151049,101,8,0,0,0,0,0,1,1,3,6,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2260919,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3089596,90,8,30,30,90,180,14,38,82,126,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1961058,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +3065921,904,NA,0,0,0,0,0,0,4,8,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2949547,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2191075,11,2,0,0,0,0,1,1,3,4,0,"No",0,0,0.26,0,"No","No","No","Yes","No","No" +3198406,33,8,0,0,0,0,0,0,0,3,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1722945,0,14,0,12,12,12,0,0,1,3,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +2132434,148,12,0,0,0,0,0,0,0,0,17,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2866164,4,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1195052,149,8,33,120,240,300,40,133,299,463,45,"No",0,1,0.92,0,"No","No","Yes","Yes","No","No" +1492707,0,3,0,283,463,477,0,0,1,1,63,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +2069072,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3105101,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3191320,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2985496,8,12,0,0,0,0,0,0,0,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1236975,1,9,0,2,2,2,0,0,0,0,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +3035804,17,8,0,14,14,26,2,8,22,32,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3199683,8,8,0,6,6,12,0,2,8,13,1,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","No" +1149047,274,9,0,0,0,0,2,3,6,9,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3018288,14,14,0,0,0,0,0,0,0,0,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1148405,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1306205,7,8,0,10,15,15,1,7,10,13,6,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2905605,135,2,0,82,163,244,49,98,186,301,56,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2987392,6,8,0,0,0,0,0,0,0,6,2,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1462778,15,14,0,0,0,0,1,5,6,9,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1577661,7,8,0,0,0,2,1,5,6,15,4,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1988343,4,11,0,31,48,65,11,24,34,44,3,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +2056823,3,12,8,184,264,328,32,118,219,320,31,"No",0,0.63,0.72,1,"No","No","No","Yes","No","Yes" +1260128,1,8,0,5,10,10,4,7,9,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1206123,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +3163410,1,2,0,0,1,1,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3013508,19,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2166496,6,2,0,0,0,2,0,3,12,12,1,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1707659,4,4,0,2,6,12,3,6,15,18,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","Yes" +2088651,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1904482,0,2,0,1,1,1,2,2,2,2,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +1982304,56,2,4,3,3,3,0,0,2,2,0,"No",0,0.77,0.46,0,"No","No","Yes","Yes","No","No" +3038112,1,2,0,20,20,40,2,7,19,34,0,"No",0,0.12,0.1,0,"No","No","Yes","Yes","No","Yes" +3272163,53,NA,0,0,0,0,115,426,884,1413,128,"No",0,-99,-99,1,"No","No","No","No","No","No" +2130436,75,8,0,0,0,0,3,3,4,5,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1802555,21,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2226145,43,8,0,0,0,0,2,7,12,21,2,"No",0,0.43,0.43,0,"No","No","Yes","Yes","No","No" +2838520,480,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2006734,538,4,378,492,918,1344,247,685,1266,1749,117,"No",49,0.73,0.78,1,"No","No","No","Yes","No","No" +2926668,17,8,0,0,0,0,1,7,11,20,2,"No",0,0.87,0.88,0,"Yes","No","No","Yes","No","No" +2980229,0,8,0,25,37,53,9,18,30,47,16,"No",0,0.75,0.76,0,"No","No","No","Yes","No","Yes" +1279904,69,2,9,112,224,308,38,86,165,251,44,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1535216,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +3214628,227,2,28,456,760,1064,122,400,771,1086,122,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1484857,10,2,0,5,5,5,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1791395,4,8,0,5,5,7,4,6,15,18,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2067523,13,8,0,13,26,26,3,15,24,32,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1850790,67,8,40,620,745,1005,353,674,828,970,250,"No",0,0.91,0.93,55,"No","No","Yes","Yes","No","Yes" +1340922,70,8,0,0,0,0,0,2,4,5,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1424707,3,2,0,0,2,3,1,2,3,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1493752,572,8,2,1,175,349,59,186,454,697,60,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1203692,13097,NA,0,0,0,0,0,2,3,3,4,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2271666,6,12,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1117195,7,8,0,0,0,0,1,5,8,9,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +2277646,110,2,0,0,0,0,0,0,2,7,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3221573,11,12,1,23,43,71,2,17,40,56,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +3054067,25,9,0,0,10,20,2,9,20,63,21,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2927275,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1857354,3,2,0,2,5,6,0,0,0,0,0,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","No" +2839214,27,8,0,0,0,0,0,1,2,2,1,"No",0,0.34,0.65,0,"No","No","No","Yes","No","No" +2126543,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1565993,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1464050,0,8,0,18,25,32,6,15,20,28,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1230661,3,2,0,0,6,6,0,2,6,7,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","Yes" +2288085,1148,12,8,0,0,0,39,100,214,340,47,"No",0,0.55,0.37,0,"No","No","No","Yes","No","No" +1621584,50,8,0,15,21,39,0,9,32,41,0,"No",0,0.85,0.51,0,"No","No","No","Yes","No","No" +1950632,2,12,0,20,40,40,4,8,20,22,0,"No",20,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2902187,65,8,12,120,205,280,94,168,362,502,30,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1420149,19,2,0,0,0,0,1,2,4,4,1,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","Yes" +1645844,312,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +3027068,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1859660,2,8,1,0,0,1,0,0,1,3,1,"No",0,0.99,0.98,0,"Yes","No","No","No","No","No" +2123788,15,9,0,0,0,0,2,5,6,7,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1154112,13,2,0,20,40,60,2,2,3,3,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2181032,137,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1245839,6,8,0,0,0,0,0,2,3,4,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1812546,5,12,2,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2064212,0,4,0,7,11,15,5,8,17,19,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +3027930,128,8,0,0,0,0,4,9,23,37,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2003827,15,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1874888,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","No" +2949531,76,9,0,0,0,0,3,3,12,17,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +2022231,156,8,0,13,39,91,32,88,176,265,31,"No",0,0.72,0.72,0,"No","No","Yes","Yes","No","No" +2183010,140,8,31,254,494,695,45,188,376,610,35,"No",4,0.82,0.51,0,"No","No","No","Yes","No","No" +3125622,111,8,27,97,217,317,41,121,260,404,34,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1492439,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1538941,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1188842,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1205197,0,2,0,10,10,10,39,92,118,118,0,"No",0,0.86,0.85,0,"No","No","No","Yes","No","Yes" +1152184,4,8,0,2,8,12,2,7,16,25,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1376659,4,2,1,2,4,4,0,0,0,0,0,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +2045553,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2994993,87,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1539442,25,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1874559,5,2,10,0,10,10,4,9,21,34,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3074990,13,8,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1557518,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1160291,4,2,0,4,8,12,2,7,11,12,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +3000330,0,3,0,6,9,12,5,11,15,15,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +2113587,0,12,0,2,3,5,1,5,7,10,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1877156,32,2,1,10,29,67,4,19,32,36,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1678985,0,8,0,7,13,17,2,9,12,18,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +2899303,0,2,0,20,28,28,0,0,0,0,1,"No",0,0.36,0.44,0,"Yes","No","Yes","Yes","No","No" +1179688,186,8,0,504,912,1416,70,326,887,1878,99,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2810707,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3159475,113,8,8,75,175,250,21,78,157,238,31,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2902292,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1162170,32,12,0,0,13,26,2,12,28,42,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3046431,278,8,143,397,749,1101,150,428,785,1159,133,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +1976038,5,2,0,0,1,1,0,0,0,0,1,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","No" +1694250,0,12,0,2,3,4,2,2,4,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2869080,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2108650,-32,8,0,350,525,725,84,263,451,663,72,"No",25,0.36,0.44,32,"Yes","No","No","Yes","No","Yes" +1927199,227,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2802116,36,8,9,37,61,92,12,35,74,137,11,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2188237,8,8,0,1,3,4,1,1,4,6,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3180616,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1346401,4,8,0,38,68,98,12,36,57,74,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1121037,215,8,1,325,525,725,96,254,492,802,231,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2082513,4,8,0,300,300,300,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3194708,2,9,0,0,0,1,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1741649,42,2,0,0,0,0,0,1,2,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2237194,2,8,0,8,12,16,2,5,10,16,0,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +2306852,4,8,0,44,65,65,1,31,41,80,3,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1698640,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2179144,165,NA,0,0,0,0,8,8,8,12,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1305166,8,8,0,54,72,90,9,23,40,72,18,"No",0,0.17,0.34,0,"No","No","No","Yes","No","Yes" +1560393,25,12,12,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2267367,-8,8,0,9,9,9,20,20,20,20,1,"No",0,0.37,0.36,8,"No","No","No","Yes","No","Yes" +3282867,73,8,0,28,56,84,6,27,70,120,33,"No",0,0.05,0.04,0,"No","No","Yes","Yes","No","No" +3250753,9,8,0,0,0,4,2,4,9,11,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3191218,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1557483,5,8,0,0,0,0,0,0,0,3,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1994338,143,2,54,182,385,617,56,228,405,543,61,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1199704,33,4,130,26,78,91,27,113,194,277,19,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1870590,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1326134,56,8,0,0,0,0,0,4,8,11,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1336872,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2097949,-4,8,0,173,173,173,37,155,175,198,40,"No",0,1,0.98,4,"No","No","No","Yes","No","Yes" +2248889,8,8,17,1,11,21,1,12,21,29,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2834351,2,2,0,4,8,8,0,0,0,0,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +1970977,102,10,4,90,180,360,23,83,170,231,48,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2283682,41,8,2,27,54,81,6,32,57,88,21,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1941335,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +3085792,5,4,1,0,0,1,1,2,4,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1938070,13,8,0,18,25,53,14,33,55,70,6,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1823516,3,2,0,8,12,20,2,7,15,30,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2267883,158,9,42,56,140,280,2,49,171,262,1,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +2149722,3,2,0,0,0,0,0,0,1,1,1,"No",0,0.21,0.36,0,"Yes","No","No","Yes","No","No" +1881768,5,8,0,12,24,36,5,23,39,59,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1178888,3,10,0,0,1,2,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1784653,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","No" +2900897,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1637116,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","Yes" +1360823,3,8,0,12,24,42,3,14,23,35,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3246160,136,12,41,80,180,260,45,120,242,379,48,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +2028382,16,8,0,0,0,0,0,0,1,1,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1770125,17,8,0,0,9,9,2,8,22,31,0,"No",0,0.5,0.53,0,"No","No","No","Yes","No","Yes" +3000718,113,8,0,0,0,0,0,3,6,9,3,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +2049045,2,8,0,43,43,65,8,24,59,83,5,"No",3,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1713203,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3169377,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1325798,4,8,0,43,64,85,10,34,64,87,7,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1888176,21,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1523299,3459,12,0,494,1552,2321,100,451,1025,1785,437,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +1480904,0,2,0,4,154,154,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3238871,12,8,1,0,6,12,0,6,12,16,0,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +3083446,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2309046,9,8,8,24,58,71,3,22,46,72,10,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1726041,272,2,110,180,609,969,26,236,415,820,67,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +1151203,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1731178,0,4,0,6,7,7,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2131845,137,8,22,0,84,168,24,89,210,317,32,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1306210,10,2,0,35,75,110,12,40,72,119,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2906046,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1218884,6,8,0,0,0,0,0,0,0,2,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +1185879,46,9,75,0,0,0,0,0,401,401,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1229946,4,6,0,0,0,1,1,1,3,3,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2947014,105,8,0,108,216,324,33,97,237,324,41,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +1239011,7,0,0,8,18,27,2,18,31,41,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1697730,178,NA,0,0,0,0,5,35,44,55,62,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3225496,252,NA,24,0,0,0,218,628,1236,1757,210,"No",0,-99,-99,0,"No","No","No","No","No","No" +2027914,5,8,0,12,24,36,6,13,20,34,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1957965,156,8,0,0,48,96,27,72,168,271,54,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1279697,1,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1821388,10,2,3,25,45,65,4,20,36,39,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1749910,40,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3093100,153,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3002170,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3253779,40,8,0,0,0,0,2,8,16,25,2,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1441793,358,8,113,140,402,549,51,156,465,716,60,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1482625,26,8,24,19,38,57,8,29,58,90,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1954212,2,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3184510,73,8,0,0,0,0,0,2,7,12,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1382429,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +3073554,43,8,19,43,65,85,12,72,126,168,18,"Yes",0,0.04,0.06,0,"No","No","No","Yes","No","No" +1478496,13,2,0,32,32,64,9,30,57,73,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2988301,30,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2118205,53,8,20,56,136,204,10,51,120,167,13,"No",0,1,1,0,"No","No","No","Yes","No","No" +2026885,4,52,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","Yes","Yes","No","No" +3196729,6,3,0,41,61,91,18,34,65,76,0,"No",0,0.61,0.69,0,"Yes","No","No","Yes","No","No" +1986739,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1121422,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3276880,0,0,0,2,3,4,1,1,1,2,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1556077,185,2,15,144,312,480,36,103,227,281,59,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1398255,3,2,0,2,2,2,0,0,0,0,0,"No",0,0.81,0.85,0,"Yes","No","Yes","Yes","No","No" +1703534,227,8,60,112,331,553,57,190,447,689,125,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2258524,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1416132,0,8,0,7,10,16,4,8,9,17,0,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +1918236,273,52,0,0,0,0,5,13,32,43,24,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +3284396,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +2983833,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1653741,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","Yes","Yes","No","No" +2312261,1,8,0,2,3,3,0,1,1,1,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +3065858,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1362622,9,8,0,0,0,3,1,2,7,10,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +3046765,13,2,0,0,8,8,2,11,11,15,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1954135,1,12,1,0,0,0,0,0,2,2,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3282507,269,2,228,756,1572,2370,258,889,1508,2209,141,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1465924,1,9,0,13,23,33,2,7,17,32,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","Yes" +1681830,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.99,0,"Yes","No","No","No","No","No" +2960362,120,8,0,200,300,400,49,159,284,429,95,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3180460,9,2,0,6,12,18,1,4,18,30,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1274396,0,9,0,0,0,0,0,1,1,1,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +1426899,3,8,0,0,0,0,0,0,1,2,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3201338,9,2,0,0,0,0,0,7,11,16,0,"No",0,0.97,0.9,0,"No","No","Yes","Yes","No","No" +1467427,753,8,0,0,0,0,0,0,1,1,2,"No",0,0.5,0.72,0,"Yes","No","Yes","Yes","No","No" +1884416,14,8,0,26,59,92,5,18,44,54,5,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1902580,113,9,0,0,0,0,0,2,6,6,8,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2843039,152,8,9,144,252,396,49,171,340,505,55,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1120866,4,12,0,0,0,0,2,4,8,10,15,"No",0,0.59,0.59,0,"Yes","No","No","Yes","No","Yes" +1872023,69,8,99,714,1198,1718,266,647,1135,1512,143,"No",0,0.86,0.91,5,"No","No","No","Yes","No","No" +3138480,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.78,0,"No","No","No","Yes","No","No" +1821965,269,NA,0,0,0,0,8,8,16,22,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3136290,4,2,0,0,0,1,0,0,2,4,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +3028830,3,2,0,5,5,5,0,0,1,1,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +1302323,45,8,0,45,76,76,9,23,47,93,21,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1949226,293,2,0,0,0,0,0,0,2,2,2,"No",0,0.71,0.69,0,"No","No","No","Yes","No","No" +2216615,30,8,0,500,500,500,62,157,221,326,8,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1936222,14,2,12,0,0,0,3,7,7,7,1,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","No" +2173667,35,2,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.76,0,"Yes","No","Yes","Yes","No","No" +1803656,256,NA,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2230206,78,8,0,0,0,0,2,9,13,21,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2216513,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1784899,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1761587,0,4,0,14,15,15,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2822004,27,2,0,0,0,0,0,0,3,6,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1905640,24,4,0,0,0,0,1,6,7,8,8,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1512172,34,12,0,192,312,432,31,116,222,333,29,"No",24,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1508361,179,12,64,456,880,1312,125,364,741,1071,126,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1114219,19,8,3,0,0,0,2,3,11,15,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3282022,40,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1495803,159,8,0,0,0,100,9,40,105,149,27,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +2215549,1,8,0,28,52,73,6,16,36,49,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1339145,9,2,0,0,20,20,1,1,3,9,1,"No",0,0.53,0.52,0,"No","No","No","Yes","No","No" +1307894,52,8,0,0,24,48,13,34,68,91,7,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1500237,187,8,0,0,0,0,3,6,11,12,6,"No",0,0.02,0.27,0,"No","No","No","Yes","No","No" +1180426,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +2037763,7,8,1,94,160,226,148,274,475,697,26,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1722511,10,2,0,0,7,14,1,5,8,17,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1338394,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1591841,56,8,0,576,768,960,36,167,477,591,101,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3279065,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2282755,36,8,0,0,0,0,2,2,7,12,2,"No",0,0.08,0.08,0,"No","No","No","Yes","No","No" +2831888,130,8,28,59,134,259,34,116,235,326,64,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2249725,459,8,0,0,0,0,1,6,15,19,2,"No",0,0.75,0.73,0,"No","No","Yes","Yes","No","No" +1531028,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1799005,4,8,0,0,0,1,1,1,2,6,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2047552,40,2,0,0,0,18,1,5,14,20,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1174878,34,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1838275,12,8,0,18,36,50,5,19,36,50,10,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +1320839,-2,8,0,19,35,43,5,24,36,50,5,"No",0,0.77,0.74,2,"No","No","No","Yes","No","Yes" +1763645,8,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1137981,1,12,0,0,0,0,0,1,2,4,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1256924,2,2,0,1,4,6,1,2,6,10,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1468257,21,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1989110,72,8,0,0,0,0,4,20,30,39,4,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1320125,0,2,0,11,20,24,0,0,0,0,0,"No",0,0.64,0.67,0,"Yes","No","Yes","Yes","No","Yes" +1358589,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1458657,2421,52,6,0,0,0,23,101,208,297,36,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +2860091,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1690692,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1848755,3,12,0,0,0,0,2,2,4,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2037515,217,8,0,0,81,162,41,89,174,289,22,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1940409,261,2,51,548,954,1315,189,484,955,1521,133,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2987909,221,2,0,0,0,0,2,2,3,10,0,"No",0,0.75,0.72,0,"Yes","No","Yes","Yes","No","No" +1559979,9,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2214443,2,9,1,0,0,0,1,1,3,12,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1605149,0,4,0,32,42,45,1,2,2,8,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1209366,22,2,0,0,0,15,3,21,23,39,2,"No",0,0.79,0.76,0,"No","No","No","Yes","No","No" +2261551,8,8,0,0,0,0,0,5,6,10,1,"No",0,0.79,0.67,0,"No","No","Yes","Yes","No","No" +2991184,197,8,174,143,215,287,80,134,220,348,77,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1400515,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2822579,11,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2952802,0,2,0,15,15,15,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","Yes" +2192660,0,9,0,1,1,1,0,0,0,3,1,"No",0,0.54,0.47,0,"Yes","No","Yes","No","No","Yes" +3094359,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1580008,669,8,448,1430,2570,3920,455,1416,2630,3478,401,"No",0,0.85,0.9,1,"No","No","No","Yes","No","No" +3160083,6,4,0,1,4,5,1,3,6,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2954935,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1974934,1,8,0,15,25,33,4,12,18,28,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +1519902,52,8,6,430,670,910,98,275,542,835,137,"No",12,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +3032333,184,8,25,12,96,168,25,58,124,226,32,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2963795,95,10,0,0,0,0,1,4,5,11,2,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +1516666,32,17,0,14,32,50,2,10,30,47,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1271867,50,17,3,6,26,46,5,22,41,68,13,"No",0,0.47,0.39,0,"No","No","No","Yes","No","No" +1595222,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3150205,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1697177,11,2,0,10,20,30,1,3,10,11,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1515292,5,8,0,0,0,0,0,0,2,3,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1345910,56,8,0,17,25,41,2,19,40,58,14,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1262734,34,17,0,0,17,17,5,11,17,34,4,"No",0,0.06,0.5,0,"No","No","No","Yes","No","No" +1688683,458,8,33,149,458,1018,354,1090,1770,2173,109,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1919035,18,2,0,0,0,0,1,2,11,17,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +2825321,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +1398289,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +3263869,6,2,0,0,0,0,0,0,1,1,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1738606,113,2,0,0,0,0,0,0,2,27,2,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1475330,20,4,0,0,0,0,0,1,2,7,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2039547,71,8,72,24,48,72,12,38,90,170,26,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1222400,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.79,0.89,0,"Yes","No","No","Yes","No","No" +3177186,1316,8,0,0,2000,2000,163,631,1142,1735,203,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +1761363,12,2,0,3,3,3,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1522402,178,NA,0,0,11,49,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2806705,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1280069,525,8,28,225,675,1125,222,475,1148,1478,129,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1228568,2,8,0,2,4,6,2,4,8,13,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1501835,4,8,0,0,0,0,0,1,1,1,2,"No",0,0.91,0.81,0,"No","No","No","Yes","No","No" +3100199,33,8,8,17,39,63,6,22,41,68,15,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3173059,406,0,31,176,512,880,113,344,636,907,106,"No",0,0,0,0,"No","No","Yes","No","No","No" +1508839,0,2,0,3,4,6,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3058964,17,8,0,0,0,0,0,1,2,2,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2919712,266,NA,0,0,0,0,6,13,30,47,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1490702,110,8,0,36,36,36,3,19,66,93,5,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2013770,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"No","No","No","Yes","No","No" +3031414,18,8,0,0,0,0,0,1,6,12,4,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3055751,493,2,0,0,0,0,0,7,9,11,1,"No",0,0.34,0.51,0,"No","No","No","Yes","No","No" +1912675,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +1763132,2,12,0,0,0,0,0,0,0,1,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3043694,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1770908,-8,NA,0,0,0,0,18,53,97,127,29,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1755242,10,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1921902,237,13,51,59,171,283,37,148,298,466,65,"No",0,0.79,0.75,0,"No","No","No","Yes","No","No" +1254577,20,9,0,16,40,70,3,19,54,85,13,"No",0,0.49,0.72,0,"No","No","No","Yes","No","Yes" +1610700,1,8,2,24,34,44,7,14,35,51,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1349783,1,2,1,1,3,4,0,1,3,8,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1860313,1,8,0,4,6,9,0,3,5,7,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2206573,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1855398,45,8,14,4,40,67,6,32,80,145,16,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1844117,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2955117,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3025490,2,10,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1953194,12,8,3,3,3,9,1,4,9,13,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3259799,1127,4,50,0,458,1093,130,616,1125,1539,232,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1490845,8,4,0,35,55,75,11,24,40,73,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1213877,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.16,0,"Yes","No","Yes","Yes","No","No" +1227537,1,8,6,10,20,30,3,11,20,26,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2163833,129,2,0,644,1060,1481,93,628,771,869,122,"No",91,0.73,0.69,0,"Yes","No","No","Yes","No","Yes" +2826904,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1781359,21,2,0,0,0,0,6,12,17,27,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","Yes" +2129802,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1174739,42,8,18,38,85,125,14,43,83,143,27,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2091610,283,8,39,396,712,1107,77,310,643,959,67,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1703693,87,NA,0,0,0,0,4,24,48,83,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +1742099,2,2,0,10,10,10,1,1,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2807578,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1896114,0,2,0,6,6,18,9,15,31,35,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2046827,5,8,0,15,23,39,5,15,30,50,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1291406,243,8,0,0,0,0,0,0,0,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2133805,277,8,0,0,0,0,1,2,3,4,4,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1868642,0,2,0,54,54,54,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1270506,18,2,0,0,0,0,0,1,1,1,0,"No",0,0.46,0.84,0,"Yes","No","No","Yes","No","No" +2966950,6,12,0,50,50,50,4,7,12,17,1,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1687311,99,8,0,0,0,0,1,1,1,2,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1459945,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2226306,310,8,172,841,1441,2041,161,569,1118,1725,173,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1227517,0,2,0,8,14,16,0,0,0,0,0,"No",0,0.74,0.55,0,"No","No","Yes","Yes","No","No" +1162716,0,2,0,0,0,2,0,1,3,7,3,"No",0,1,0.99,0,"No","No","No","No","No","Yes" +1271282,20,8,0,0,0,0,0,1,3,5,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1512346,55,2,0,0,4,4,5,13,33,65,12,"No",0,0.91,0.85,0,"No","No","Yes","Yes","No","No" +1676937,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3241736,944,2,301,2173,4333,6505,708,2001,3883,5715,719,"No",217,0.88,0.9,0,"No","No","No","Yes","No","No" +1132559,15,8,0,120,240,360,39,99,206,282,18,"No",0,0.92,0.79,0,"No","No","Yes","Yes","No","Yes" +1435920,112,NA,0,0,0,0,1,6,15,21,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3111320,11,4,0,64,64,96,8,53,71,108,5,"No",0,1,1,0,"No","No","No","No","No","No" +2158044,3,8,0,0,0,0,0,1,3,4,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1759297,2,2,0,0,0,0,0,1,6,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2241332,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1757220,54,2,1,40,100,180,22,45,81,90,7,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +1647124,295,2,0,0,0,0,6,29,46,76,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2312972,12,4,0,0,0,0,1,1,1,4,0,"No",0,0.95,0.79,0,"Yes","No","Yes","Yes","No","No" +3046488,5,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1202792,5,9,0,0,0,0,0,0,1,2,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1360047,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2808081,2,12,0,3,6,6,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1244416,61,12,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1230261,3275,2,0,0,0,0,26,56,77,91,3,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1887686,0,12,0,3,3,3,1,2,4,5,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1619592,0,12,0,40,40,48,5,24,38,64,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1756939,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1213487,7,8,2,4,10,14,1,5,10,13,1,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +1683562,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1797461,16,4,10,1,12,12,3,15,21,36,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2073305,1373,2,275,1438,3107,4679,511,1859,3697,5454,482,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2907246,12,NA,6,0,0,0,0,0,5,7,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1882917,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2265186,19,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1216324,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2314669,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +3128436,27,2,0,0,0,0,0,5,10,11,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3127568,2,8,0,34,41,41,6,12,17,24,1,"No",7,0.18,0.33,0,"No","No","No","Yes","No","No" +3265899,24,9,47,0,16,24,5,13,30,41,3,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1530125,41,8,0,71,121,166,21,56,95,149,27,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2870564,29,8,0,0,0,0,1,2,5,6,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1967537,99,8,0,0,0,0,5,5,5,5,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2154520,4,12,112,195,355,515,199,550,704,907,19,"No",0,0.92,0.93,49,"No","No","No","Yes","No","No" +1128287,-1,52,0,0,0,0,2,7,14,23,1,"No",0,0.91,0.9,1,"Yes","No","Yes","No","No","Yes" +1879261,60,0,0,71,110,175,29,73,152,226,28,"No",0,0,0,0,"No","No","No","No","No","No" +1422615,2211,8,480,1536,2112,2976,1658,5741,9413,14175,1495,"No",0,-99,0.44,0,"No","No","No","No","No","No" +1203207,4,2,0,14,14,14,10,17,23,23,0,"No",10,0.26,0.32,0,"Yes","No","No","Yes","No","Yes" +1681668,0,9,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +2237955,10,8,4,32,32,32,3,19,31,46,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2243970,0,4,3,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3284182,2,12,0,28,34,48,0,14,27,36,0,"No",0,0.9,0.86,0,"No","No","Yes","Yes","No","Yes" +1322515,0,8,0,12,24,36,3,9,20,24,3,"No",0,0.84,0.71,0,"No","No","No","Yes","No","Yes" +1197453,9,6,0,0,0,0,2,4,8,12,2,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2883632,738,8,130,1000,1504,2104,402,1153,2108,3305,160,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2882135,2,16,0,0,0,0,0,0,0,0,2,"No",0,0.31,0.4,0,"Yes","No","No","Yes","No","No" +1927374,244,8,0,0,0,0,2,6,16,26,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2881753,20,8,1,24,58,87,2,22,43,83,12,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1406000,-6,12,0,32,32,32,0,2,8,8,0,"No",0,0,0.01,6,"No","No","No","Yes","No","Yes" +3011798,22,8,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3212505,89,8,0,0,0,0,9,21,43,58,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1183020,65,8,45,414,663,834,159,256,410,754,133,"No",0,0.55,0.55,0,"No","No","No","Yes","No","Yes" +1497695,62,8,17,0,24,56,6,46,91,121,15,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1359663,72,2,0,26,52,78,13,35,69,96,24,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +3160264,54,8,0,0,0,0,1,8,16,33,13,"No",0,1,1,0,"No","No","No","Yes","No","No" +2070436,0,12,0,5,7,10,3,5,8,11,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +3194585,19,12,0,4,8,16,1,7,17,31,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +1126429,1,3,0,3,5,9,1,3,5,8,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1471228,934,8,0,0,0,0,11,78,137,202,45,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2241367,8,4,0,0,4,8,0,0,5,11,2,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2828400,66,0,0,0,0,0,1,3,5,6,1,"No",0,0,0,0,"No","No","No","No","No","No" +2812992,13,2,0,0,10,20,8,14,26,39,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3197250,10,8,0,0,0,0,0,4,7,11,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1993268,28,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1295416,5,8,1,7,16,22,9,14,22,22,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +2300757,499,8,0,0,0,0,5,17,28,40,2,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1472313,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1601444,6,4,0,0,0,0,2,4,5,9,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +2857065,113,12,151,0,75,75,4,20,142,221,31,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3235807,4835,52,0,0,0,0,6,22,27,40,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +3081876,50,9,0,2000,2000,2000,84,349,726,1171,305,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2102302,1,8,0,2,4,5,1,2,4,6,0,"No",1,0.82,0.81,0,"No","No","No","Yes","No","No" +1849856,2,8,0,0,0,0,0,0,0,1,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2180110,0,2,1,4,7,9,0,3,3,6,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3221123,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1130301,26,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1383913,13,8,0,0,0,0,0,1,1,4,1,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +3208434,2,8,0,25,25,25,1,2,4,4,0,"No",0,0.89,0.95,0,"No","No","Yes","Yes","No","No" +1296416,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2934313,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","Yes" 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+2202131,4,8,0,0,0,0,1,1,1,2,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1170253,393,4,30,1250,1250,1250,101,283,580,871,163,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +2263860,234,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +3085438,4,2,0,10,20,20,1,7,18,19,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1879604,80,2,0,0,0,0,0,0,0,8,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +2045466,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1429606,23,2,4,30,72,102,9,29,53,77,4,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +1239533,2804,22,65,360,360,360,53,194,435,846,49,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2040770,8,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2946890,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1466798,940,8,0,0,0,0,85,185,513,885,71,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +3146634,115,2,0,4,60,120,3,112,117,117,5,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +3072702,42,9,0,0,0,0,0,0,2,5,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1504543,0,8,0,840,1200,1200,0,0,0,0,60,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +3250871,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1345226,34,8,0,0,0,0,0,2,5,6,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1226626,0,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1569724,0,2,0,13,18,18,0,0,0,0,1,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2079106,22,8,0,0,0,0,0,0,3,4,0,"No",0,1,0.97,0,"Yes","No","Yes","Yes","No","No" +1762892,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3212831,0,2,10,0,0,0,0,0,0,0,0,"No",0,0.39,0.19,0,"Yes","No","No","Yes","No","No" +2150934,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.54,0.65,0,"No","No","Yes","Yes","No","No" +1187209,54,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2157428,0,9,0,380,478,478,0,0,0,0,28,"No",0,0.94,0.79,0,"No","No","Yes","Yes","No","Yes" +3197211,1,8,0,1,2,2,1,8,10,12,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1206996,23,9,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2164866,2,2,0,2,5,7,1,3,5,5,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","Yes" +1846777,291,8,101,0,0,0,24,84,147,233,71,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1877572,27,2,0,24,72,96,9,26,43,171,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2968844,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1418631,36,8,29,14,17,26,8,28,59,85,14,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2272579,29,8,0,0,0,0,2,11,25,32,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3045875,0,2,0,34,49,64,5,6,6,8,1,"No",0,0.77,0.89,0,"Yes","No","No","Yes","No","No" +1584957,10,4,0,0,0,0,0,0,4,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3092532,26,2,58,0,94,94,0,0,0,0,0,"No",0,0.96,0.87,0,"No","No","No","Yes","No","No" +1244219,76,9,20,240,360,600,115,160,285,358,95,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +1634144,4,8,2,105,140,210,10,43,101,153,39,"No",0,0.82,0.82,2,"No","No","No","Yes","No","Yes" +3100434,7,8,0,0,0,0,0,1,2,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2821538,17,6,0,0,0,0,0,0,2,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3123701,1,8,1,1,3,5,0,2,4,5,2,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1550537,13,8,0,0,0,10,1,5,11,16,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3155980,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1828709,23,2,0,0,0,0,3,5,10,18,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1258793,0,8,1,2,4,6,0,2,3,4,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1569278,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1490223,59,2,0,129,249,379,0,0,0,0,0,"No",59,0.16,0.5,0,"Yes","No","No","Yes","No","Yes" +3274647,169,2,0,0,0,0,2,10,11,31,1,"No",0,0.85,0.8,0,"No","No","Yes","Yes","No","No" +1288464,21,0,2,36,72,108,14,41,73,94,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +3224568,18,8,0,0,0,0,0,0,2,4,0,"No",0,0.63,0.76,0,"No","No","No","Yes","No","No" +1688644,16,12,0,0,0,0,0,0,1,1,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +3186430,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"No","No","Yes","Yes","No","No" +1503407,12,8,0,0,0,0,0,0,0,1,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1199670,498,8,1783,4800,8000,10400,1268,3677,7027,11415,1118,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2021510,255,8,2407,90,90,125,130,518,1078,1742,104,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +1467135,3,2,0,20,40,60,2,8,21,36,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +1368443,138,4,77,76,190,285,40,109,201,287,24,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2288693,37,8,1,0,8,18,1,9,23,34,3,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2223041,43,2,0,0,0,0,2,7,19,25,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1300050,0,8,0,3,4,6,1,2,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1640857,55,2,0,0,0,0,1,6,6,6,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +3202702,16,4,15,0,0,0,4,14,26,41,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1624840,50,8,0,0,0,0,0,2,3,7,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1820386,-2,8,0,3456,3456,3456,8,27,70,92,5,"No",0,1,0.95,2,"No","No","Yes","Yes","No","Yes" +2111752,0,12,1,1,1,2,0,0,2,2,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1444792,4,8,0,0,0,0,0,0,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3099926,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1535094,1,2,0,8,12,16,6,16,18,21,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +1815066,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.51,0,"No","No","Yes","Yes","No","No" +1800258,0,12,0,6,7,9,0,1,5,6,0,"No",2,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2815053,4970,52,0,0,0,0,0,5,5,5,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2199197,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.85,0,"No","No","No","Yes","No","No" +1892536,14,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3126568,51,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3025107,175,4,0,0,0,0,0,1,2,7,0,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +2066271,3,8,0,0,0,1,0,0,2,4,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +1765929,84,8,0,0,0,0,1,7,18,27,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1340138,2181,8,0,0,0,0,0,29,83,129,74,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1623726,30,8,0,0,0,0,0,1,2,6,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2982928,560,8,14,0,0,525,40,154,349,560,153,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1385176,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +2940475,4668,8,0,0,0,0,0,100,300,444,109,"No",0,0.55,0.74,48,"No","No","No","Yes","No","No" +2089460,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1474022,3,12,0,0,0,0,0,0,0,1,1,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2267208,0,8,0,7,12,17,1,6,10,12,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1178533,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","No" +1626703,769,8,593,1947,3135,4323,535,1518,2853,4507,455,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2166039,9,8,0,70,70,70,1,2,2,5,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2289659,150,9,130,90,210,210,40,123,187,315,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1697316,106,8,8,244,444,672,66,215,428,671,17,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1732215,515,8,184,1176,2604,3948,377,1135,2343,3769,426,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3261602,164,8,0,0,15,30,12,24,51,66,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1522284,27,2,0,0,0,0,1,3,3,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3238008,177,2,0,0,0,0,1,10,20,29,2,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1272100,3,8,0,0,0,0,2,2,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2264477,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +1341562,411,2,0,0,0,0,0,3,9,15,0,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1587651,205,8,0,0,0,0,8,24,47,68,27,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1864519,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +1399481,291,8,1,0,0,0,13,89,245,399,33,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1666035,64,8,8,9,20,53,6,27,61,94,19,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1377638,26,8,0,120,120,120,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3083341,71,8,0,0,0,0,2,6,16,18,3,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1599782,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3041779,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1221880,3,15,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1337607,106,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1962790,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1700823,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"Yes","No","Yes","No","No","No" +2959428,42,8,0,71,131,191,9,43,65,89,13,"No",0,0.95,0.96,1,"No","No","No","Yes","No","No" +2096654,1,2,2,5,11,16,1,5,14,18,0,"No",0,0.8,0.75,0,"No","No","Yes","Yes","No","No" +1698121,6,8,0,0,0,7,1,5,16,25,4,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1784639,78,8,15,21,56,91,18,61,107,151,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1543319,29,2,0,0,0,0,11,65,129,181,0,"No",0,0.33,0.6,0,"No","No","No","Yes","No","No" +2968868,5,8,0,70,138,172,19,42,69,104,20,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +1431348,118,2,56,432,864,1248,143,413,1127,1637,58,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1812135,9,8,0,40,80,140,12,26,50,65,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1939130,13,8,0,0,0,0,2,2,6,10,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2016175,9,6,0,0,0,0,1,2,2,2,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1913925,170,8,9,200,370,506,52,188,361,535,65,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2223327,115,2,14,0,24,56,30,85,96,96,35,"No",0,0.79,0.7,0,"No","No","No","Yes","No","No" +1311760,11,8,0,0,12,24,1,6,12,25,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2831719,9,8,0,6,12,12,0,3,10,15,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1612794,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +2290372,612,0,0,0,0,0,8,24,50,70,8,"No",0,-99,0,0,"Yes","No","No","No","No","No" +2934952,9,2,0,0,0,0,0,1,1,5,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1552589,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1585245,18,8,0,13,26,39,3,12,48,71,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +2053802,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1785057,15,NA,0,0,0,0,2,6,10,11,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1463287,2,4,0,1,3,5,1,2,4,4,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3144341,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.63,0,"Yes","No","Yes","Yes","No","No" +1396038,1167,2,40,1780,3920,6200,554,1573,2799,3555,209,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3065033,1186,2,3,0,0,0,12,36,56,86,17,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1642932,0,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","No","No","No","Yes" +1606624,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","No" +2313186,16,2,0,48,96,96,14,34,56,80,5,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2163546,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1440836,151,4,72,1167,2127,3039,267,796,1103,1104,134,"No",243,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1409562,65,2,59,0,0,0,10,40,46,47,11,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1160228,99,16,0,0,0,0,2,4,6,24,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1411713,22,4,0,0,0,0,1,2,7,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1343173,209,2,92,360,640,1000,134,333,597,853,95,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3162423,10,8,0,2,11,24,2,9,19,32,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2851721,133,8,18,134,296,431,52,150,295,471,69,"No",0,0.64,0.83,0,"No","No","No","Yes","No","No" +3070042,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"Yes","No","No","Yes","No","No" +2222649,14,8,5,22,57,92,5,23,49,77,1,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3172475,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2249417,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1466875,8,8,0,8,22,30,3,9,20,28,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1641090,3,12,0,0,0,0,0,1,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1119979,15,2,0,12,24,36,0,9,16,19,5,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1410897,49,2,0,89,181,281,24,71,142,165,15,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1507103,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1701718,3,9,0,0,0,0,0,0,0,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1987158,0,17,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1238508,78,8,10,54,134,200,23,74,145,230,20,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1227633,47,8,0,0,0,0,0,1,3,8,2,"No",0,0.83,0.89,0,"No","No","No","Yes","No","No" +1199143,10,8,0,16,18,26,4,9,16,31,0,"No",0,0.17,0.34,0,"No","No","No","Yes","No","No" +2089230,65,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2195860,335,8,0,314,652,939,99,272,669,1043,104,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2931223,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1761979,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2037246,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2813047,2,8,0,0,0,1,0,0,2,3,1,"No",0,0.88,0.63,0,"No","No","No","Yes","No","No" +3080183,0,12,0,5,5,5,0,0,0,3,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1113222,57,8,0,576,768,960,61,184,519,589,101,"No",0,0,0,3,"No","No","No","Yes","No","Yes" +1702270,5,0,0,10,18,26,2,17,29,40,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1363194,38,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1286275,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +3059459,6,8,0,0,0,0,0,0,2,4,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2842053,1,8,0,26,36,46,2,8,22,41,2,"No",0,0.18,0.1,0,"No","No","No","Yes","No","Yes" +1555001,12,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1267662,0,8,0,18,29,42,11,17,28,40,17,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1712288,0,2,0,6,9,11,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1825792,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3176408,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1998830,6,5,0,15,15,15,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1693239,3,8,0,1,4,5,1,5,7,11,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1417994,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2199294,54,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1913493,10782,8,0,1750,8750,14000,2695,3766,13605,17693,1783,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2016914,1757,8,0,0,0,0,0,6,10,13,3,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1197796,430,2,0,0,0,0,0,1,18,29,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1507239,2,9,81,0,0,0,0,0,25,25,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1295683,1,8,0,6,13,15,0,4,7,10,1,"No",0,1,0.81,0,"No","No","No","Yes","No","Yes" +1875803,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1444191,1,8,0,4,6,9,1,2,5,6,0,"No",1,0,0,0,"No","No","Yes","Yes","No","No" +3061903,308,8,7,0,0,0,25,60,116,173,30,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1433666,13,8,0,0,0,0,0,2,4,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1445864,2,9,0,1,2,3,1,2,3,4,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1888326,28,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1313000,192,8,89,270,525,765,51,192,427,655,168,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +2879442,7,8,2,3,12,18,0,6,18,20,2,"No",0,1,0.33,0,"No","No","No","Yes","No","No" +2205904,0,8,0,341,341,341,0,0,0,0,0,"No",0,0,0.13,0,"No","No","No","Yes","No","No" +1391865,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1963464,5,8,0,5,5,9,1,3,5,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3067434,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1308691,21,8,0,0,0,0,0,3,5,6,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2281188,20,8,0,13,26,39,3,15,26,37,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2036120,16,2,0,0,0,0,9,17,28,38,0,"No",0,0.45,0.45,0,"Yes","No","No","Yes","No","No" +1769369,28,52,0,0,0,0,0,0,0,2,1,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1610886,165,8,0,264,264,264,31,98,232,335,40,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1744378,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1652381,109,8,5,64,128,192,27,83,221,346,37,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +1666329,1,8,0,8,8,8,0,0,5,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1137492,4,10,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1215266,138,8,0,0,0,0,0,3,5,8,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1145933,13,4,0,0,0,0,0,0,1,1,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1207997,10,9,0,0,0,0,0,2,2,3,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +2309785,3,3,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2212689,189,8,0,0,92,138,1,1,51,202,0,"No",0,0.97,0.9,0,"No","No","Yes","Yes","No","No" +3258279,14,12,0,0,0,0,0,0,1,1,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1797884,359,2,0,188,564,752,59,281,652,962,96,"No",0,1,1,0,"No","No","No","Yes","No","No" +2315454,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.12,0,"No","No","No","Yes","No","No" +1867408,17,8,0,208,416,416,27,88,175,293,27,"No",0,0.83,0.83,0,"No","No","No","Yes","No","Yes" +1401948,355,8,112,725,1400,2075,228,729,1570,2332,273,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +1347885,3,8,0,0,0,0,1,1,3,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1845112,519,8,0,108,216,216,39,170,405,668,40,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2163210,4,12,0,1,2,2,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1869947,39,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1423912,5,2,0,2,4,4,0,0,0,0,0,"No",0,0.69,0.64,0,"Yes","No","Yes","Yes","No","No" +3091348,22,0,0,70,70,105,6,40,69,93,18,"No",0,0,0,1,"No","No","No","No","No","No" +1937745,21,3,0,0,0,0,4,16,31,43,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3129727,21,NA,0,0,0,0,35,62,117,174,41,"No",0,-99,-99,0,"No","No","No","No","No","No" +2953092,49,2,0,0,0,0,1,2,6,8,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1625258,16,8,0,10,20,30,0,33,60,82,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +1998977,15,9,0,29,32,32,0,2,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1545760,241,12,4,0,0,0,17,49,101,170,23,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1540992,7,10,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3070528,1120,4,460,2990,5070,7450,805,3134,5751,8813,518,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1956645,12,2,0,0,0,0,0,0,0,0,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1492120,11,2,0,0,0,0,3,12,20,20,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","Yes" +2966096,0,9,0,10,15,20,4,6,11,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1173696,2000,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.25,0,"No","No","No","Yes","No","No" +2254302,175,8,0,0,0,0,11,36,79,116,10,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1623108,122,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2877056,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","Yes" +2295199,29,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +2180008,224,2,0,0,0,0,3,17,75,182,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1378922,1,2,0,1,3,4,1,2,2,3,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1669994,26,8,25,8,38,62,6,30,49,86,13,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1142443,24,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1215087,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1736996,66,12,0,210,498,754,88,231,456,674,57,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2978356,0,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1217934,3,4,0,0,2,3,1,1,2,5,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +3136823,82,12,53,73,145,217,25,97,173,279,28,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1661209,0,2,0,6,8,8,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1233200,31,4,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +2260352,9,8,0,11,23,35,4,15,28,49,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1763670,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1683236,12,12,0,0,0,0,1,1,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1992362,71,8,7,191,293,361,43,117,203,292,43,"No",5,0.97,0.9,1,"No","No","No","Yes","No","No" +1408488,12,8,0,0,8,12,2,6,23,29,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1703654,7,9,0,0,3,6,4,7,14,23,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2813588,36,2,50,0,0,0,14,18,18,18,0,"No",0,0.34,0.43,0,"No","No","Yes","Yes","No","No" +1504986,172,2,136,195,492,788,97,439,725,1066,54,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +3192775,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1428079,0,12,0,4,6,8,1,3,5,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2807991,12,8,0,0,6,6,3,3,4,10,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2182552,3,8,0,0,0,0,0,0,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1525882,74,12,0,13,42,70,12,38,98,156,43,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2215816,4,12,2,4,10,16,2,4,11,20,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2882881,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.67,0,"Yes","No","No","Yes","No","No" +1999273,30,52,0,0,0,0,0,1,8,11,0,"No",0,0.78,0.71,0,"Yes","No","No","Yes","No","No" +1513104,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3070459,0,2,0,14,14,14,0,0,0,0,0,"No",0,0.44,0.24,0,"Yes","No","No","Yes","No","No" +1749157,13,14,1,0,0,1,1,5,6,7,6,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +2816729,0,3,0,12,12,12,0,0,0,0,0,"No",0,0.88,0.81,0,"No","No","No","No","No","No" +1412091,2,12,0,0,0,4,0,1,1,2,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2017745,33,9,0,0,0,0,0,1,5,7,1,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3158805,2864,2,510,3792,7824,12072,945,2885,4714,5744,1065,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +2009029,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2081985,183,8,0,0,0,0,0,2,2,2,12,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1170377,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1379152,0,8,0,2,3,4,0,4,4,6,2,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1229380,12,8,0,30,90,120,11,39,66,114,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2082072,71,8,0,0,0,0,6,28,55,82,2,"No",0,0.89,0.86,0,"No","No","Yes","Yes","No","No" +1445723,289,8,151,358,672,912,76,324,673,1102,277,"No",0,0.62,0.68,0,"No","No","No","Yes","No","No" +1451113,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2817625,13,12,0,0,2,6,3,3,8,12,0,"No",0,0,0.01,0,"No","No","Yes","Yes","No","No" +1990155,205,8,0,0,0,0,0,5,6,8,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +2071451,83,12,20,504,1008,1008,98,276,520,779,283,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +1543292,14,8,0,0,8,16,2,7,17,33,0,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1864996,4,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1711603,42,8,0,0,0,0,0,0,1,2,0,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +2101466,0,8,1,7,12,18,2,7,9,15,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1898666,0,8,0,42,74,114,6,23,34,52,0,"No",13,0.92,0.94,0,"No","No","No","Yes","No","Yes" +1977452,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2150409,8,4,0,0,0,0,2,2,3,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1368574,1,8,0,0,0,0,9,39,111,160,1,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +1642541,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1240657,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1832218,3,NA,0,0,0,0,1,2,3,5,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1294578,70,4,40,0,0,0,0,14,65,91,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1606979,-9,8,0,540,540,540,3,10,21,61,4,"No",0,0.43,0.47,9,"No","No","No","Yes","No","No" +1737251,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2903846,479,8,0,0,0,0,17,30,57,78,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3233695,2,8,0,22,33,33,8,25,39,57,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1307840,5,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2197307,0,2,0,5,8,8,1,1,1,1,0,"No",0,0.99,0.96,1,"Yes","No","No","Yes","No","Yes" +3067109,1,8,0,2,4,6,0,2,2,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1130661,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","Yes","Yes","No","No" +3256162,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1529747,3,8,0,0,1,3,0,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1304410,704,8,216,666,1554,2220,206,716,1682,2788,252,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +1471466,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1256529,0,8,0,7,19,23,5,14,20,30,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1279151,166,12,0,87,210,274,25,87,212,359,50,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +2106041,34,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","No" +3248431,637,8,40,1376,3056,4752,374,1292,2696,4134,181,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1276872,26,12,23,0,0,0,1,5,14,2878,2,"No",0,0.35,0.57,0,"No","No","No","Yes","No","No" +1222362,10,2,10,0,0,0,0,0,0,0,1,"No",0,1,0.91,0,"Yes","No","No","Yes","No","No" +2200667,4,2,1,18,42,69,15,30,64,97,0,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +1848699,2208,8,398,2340,7020,9360,989,2875,5527,8241,569,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1465277,6,2,0,0,0,0,0,0,2,2,0,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +2968188,9,2,0,0,0,0,2,2,3,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2081004,7,12,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +1217053,274,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","Yes","Yes","No","No" +1623062,-35,8,46,403,680,968,123,331,594,856,86,"No",21,0.69,0.69,55,"No","No","No","Yes","No","Yes" +1161097,6,8,0,0,0,0,1,1,1,2,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3261855,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2139345,8,8,4,4,4,9,0,8,18,26,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1497365,226,8,41,80,256,432,50,207,463,788,81,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +3072535,16,8,0,0,7,7,1,7,16,27,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3100475,14,8,0,3,3,3,0,3,8,10,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1318445,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1292359,26,2,0,0,0,0,0,0,1,1,0,"No",0,0.81,0.73,0,"Yes","No","No","Yes","No","No" +3142227,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3240391,15,8,0,17,27,34,1,5,30,37,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +1214900,78,2,24,28,28,28,27,87,157,200,55,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2299150,30,8,0,23,71,103,15,24,70,111,0,"No",0,1,1,0,"No","No","Yes","Yes","No","Yes" +1955899,27,8,0,0,0,0,0,2,6,10,0,"No",0,0.88,0.8,0,"Yes","No","Yes","Yes","No","No" +1258761,124,8,0,144,216,216,54,104,251,357,20,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1495859,0,8,0,22,36,52,7,20,34,50,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2293641,206,8,9,50,150,250,22,92,193,291,30,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +3217179,5,12,0,0,3,5,1,3,4,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2289284,47,8,0,0,0,0,1,2,5,8,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3255897,666,8,0,0,0,0,0,0,1,1,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1803855,57,8,0,51,81,111,15,56,99,152,16,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1970873,27,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2257422,-5,2,0,25,37,37,19,21,21,21,6,"No",0,0.96,0.96,5,"Yes","No","No","Yes","No","Yes" +2149232,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1749613,26,52,0,0,0,0,1,1,1,1,2,"No",0,0,0,0,"Yes","No","No","No","No","No" +1481537,0,9,0,241,241,241,0,0,0,0,0,"No",32,0.92,0.83,90,"No","No","No","Yes","No","Yes" +1185379,4,10,0,3,15,23,1,6,15,21,2,"No",0,0.85,0.88,0,"No","No","No","Yes","No","Yes" +2832796,70,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1656785,0,8,1,3,6,8,1,3,5,8,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1195345,4037,4,39,1600,4000,5600,591,2025,4236,6228,614,"No",0,0.58,0.83,13,"No","No","No","Yes","No","No" +1157134,347,12,17,400,400,400,53,147,357,512,60,"No",0,0.76,0.63,0,"Yes","No","No","No","No","No" +2894159,31,12,3,29,31,35,17,45,65,72,3,"No",2,0.68,0.57,12,"No","No","No","Yes","No","No" +3174150,3651,8,4905,22140,45405,68370,8159,22323,39351,57361,3563,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3207515,432,8,227,790,1722,2723,297,938,2015,2966,275,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +2170730,10,2,0,0,0,0,0,0,1,3,0,"No",0,0.8,0.64,0,"Yes","No","No","Yes","No","No" +2291091,7,3,0,50,50,50,0,3,12,15,2,"No",0,0.09,0.12,0,"No","No","No","Yes","No","No" +2075896,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1766569,5,4,0,5,5,10,4,6,16,24,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2838088,4,8,0,0,0,0,13,40,85,144,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1378336,11,8,0,72,72,72,0,0,0,0,0,"No",36,0.88,0.92,0,"No","No","No","Yes","No","No" +1864991,2124,12,144,410,632,1964,662,2774,4744,6650,190,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +2906948,390,2,7,0,0,90,33,1344,1428,1523,37,"No",0,1,1,0,"No","No","No","Yes","No","No" +1152769,50,8,0,0,20,40,10,10,20,20,9,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2117788,72,2,0,0,0,0,4,13,21,23,2,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +1168246,2,8,0,4,8,10,6,9,16,21,0,"No",0,0.88,0.7,0,"No","No","Yes","Yes","No","Yes" +1115396,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","No" +2229362,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"No","No","No","Yes","No","Yes" +1258966,5,8,0,36,54,90,3,19,37,64,3,"No",18,0.17,0.34,0,"No","No","No","Yes","No","Yes" +1165555,9,8,0,0,0,0,0,2,3,3,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1490521,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1658755,214,52,0,0,0,0,0,7,13,22,16,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1493775,190,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +2802525,1,52,0,0,0,0,0,0,1,1,1,"No",0,0.77,0.75,0,"Yes","No","No","Yes","No","No" +1211530,441,8,132,350,650,1010,90,306,669,1155,132,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2269916,333,2,0,0,0,0,0,3,4,5,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1388093,25,NA,0,0,0,0,6,13,19,35,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1555593,10,8,0,24,24,48,6,16,26,36,3,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +3241035,26,2,12,63,108,171,20,62,110,159,19,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1485357,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +2944240,5,12,0,0,0,0,0,1,1,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3180143,21,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1167092,3,8,0,7,13,19,0,4,10,13,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1505987,3,2,0,17,27,47,5,11,15,33,3,"No",0,0.99,0.9,0,"No","No","No","Yes","No","Yes" +1250360,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1879166,431,8,23,0,0,9,33,106,271,399,181,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2988641,12,2,0,0,0,0,0,1,2,4,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3170639,4,8,0,0,1,2,1,2,2,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1841361,1,4,0,15,22,27,12,30,60,89,7,"No",0,0.79,0.66,1,"No","No","No","Yes","No","Yes" +1441638,376,8,7,0,0,0,8,29,57,82,22,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1563101,21066,2,8,0,0,0,30,99,215,343,29,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1342633,163,8,3,52,116,148,19,66,144,273,39,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1524851,25,8,0,0,0,0,1,9,13,16,0,"No",0,0.21,0.4,0,"No","No","No","Yes","No","No" +1959249,30,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3019780,63,9,11,5,24,44,5,25,54,69,16,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1783368,120,8,46,94,220,431,43,246,431,555,56,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +1819205,8,2,0,20,60,80,6,18,45,63,5,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1932902,-2,8,0,176,265,356,54,147,268,351,46,"No",14,0.82,0.75,4,"No","No","Yes","Yes","No","Yes" +1969802,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1250028,0,8,0,3,4,6,3,4,4,7,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","Yes" +3204407,61,8,3,0,0,0,8,17,43,73,59,"No",0,0.95,0.95,0,"No","No","No","No","No","No" +2281975,22,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1291732,4,2,0,3,7,10,1,4,4,7,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +3193246,270,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2888061,2,12,0,219,485,620,44,209,648,839,71,"No",46,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +3049376,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2909983,2,8,0,0,0,0,0,0,1,2,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +2850993,27,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2935237,20,8,0,0,0,0,0,3,7,14,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2123932,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2810800,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"Yes","No","Yes","Yes","No","No" +3210331,63,8,0,0,0,0,3,4,12,17,1,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2225698,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2284651,13,8,0,18,36,54,5,16,24,35,2,"No",0,0.77,0.44,0,"No","No","No","Yes","No","Yes" +1249674,6,8,0,0,0,0,3,5,9,21,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +1142198,9,2,3,6,6,6,4,6,6,6,2,"No",0,0.59,0.59,0,"Yes","No","No","Yes","No","Yes" +2850087,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2048696,224,0,0,0,101,202,48,114,226,354,83,"No",0,0,0,0,"No","No","No","No","No","No" +1573948,3406,8,0,0,0,0,6,13,17,68,26,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +1531151,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +3167869,26,9,0,27,45,63,5,18,50,70,11,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +1431876,0,2,0,6,9,9,0,0,0,0,1,"No",0,0.88,0.81,0,"Yes","No","No","Yes","No","No" +1497948,9,0,0,0,2,5,0,2,7,12,1,"No",0,0,0,0,"No","No","No","No","No","No" +2901567,1580,12,5,0,0,0,24,87,434,651,47,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1787587,134,8,17,672,1056,1392,163,443,875,1305,156,"No",48,0.61,0.57,5,"No","No","Yes","Yes","No","Yes" +2946693,49,2,0,30,60,60,0,1,1,1,16,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +1119881,5,2,0,0,5,5,0,0,0,0,0,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +2300560,4,2,0,0,0,0,1,1,1,1,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1720720,18590,8,0,0,0,0,32,63,104,146,21,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2882807,15,0,0,175,175,175,1,8,22,36,4,"No",0,0,0,0,"No","No","No","No","No","No" +2052689,13,8,30,0,30,45,3,16,31,35,3,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +1588258,126,8,7,136,288,402,32,131,277,451,38,"No",0,0.23,0.46,0,"No","No","No","Yes","No","No" +1543899,3,8,0,0,0,1,1,1,2,2,2,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1706230,9,8,36,110,178,239,51,145,263,346,41,"No",0,0.43,0.46,3,"No","No","No","Yes","No","Yes" +1919435,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2956141,10,2,0,84,84,84,0,0,0,0,0,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","No" +1985459,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1887096,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1147280,7,8,0,16,36,56,3,15,36,57,7,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1856800,19,8,0,24,49,99,8,22,45,62,7,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2965098,39,8,0,30,40,50,4,11,24,46,6,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3037763,2,8,0,20,40,40,4,9,17,23,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1425896,4,2,0,0,16,16,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1927483,40,8,0,0,200,200,0,0,0,0,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1513780,233,12,0,250,250,250,48,137,295,498,62,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1178136,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1417512,46,8,1,0,0,0,5,16,40,91,10,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1347421,8,2,0,1,1,1,0,0,0,0,0,"No",0,0.62,0.78,0,"Yes","No","No","Yes","No","No" +1647474,10,8,0,0,0,0,0,1,3,4,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1596541,20,2,0,19,38,38,23,28,56,74,0,"No",0,0.51,0.3,0,"No","No","No","Yes","No","Yes" +2065648,788,8,211,840,1560,2160,276,919,1884,2983,289,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1983068,6,8,0,1,4,8,0,2,8,10,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2311180,48,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +2214702,10,NA,0,0,0,0,1,2,4,9,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2928980,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2041516,0,8,0,4,6,8,0,1,4,6,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +2910990,37990,4,0,0,0,0,0,76,95,125,14,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1906253,11,8,0,10,20,30,5,15,31,40,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1614528,6,4,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3121253,750,2,710,2650,5790,9320,747,2735,5619,8185,309,"No",0,0.96,0.96,1,"No","No","No","Yes","No","No" +1373520,4055,2,0,4500,9000,13500,256,1486,2897,4581,436,"No",0,0.85,0.72,0,"No","No","No","Yes","No","No" +2876767,47,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3001601,9,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1559605,93,8,55,242,458,638,72,232,422,661,113,"No",0,0.95,0.95,1,"No","No","No","Yes","No","No" +2969999,17,2,0,0,0,0,1,1,1,1,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +3166058,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"Yes","No","No","Yes","No","No" +3092888,0,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.9,0,"Yes","No","No","Yes","No","No" +1776449,509,4,11,384,768,1152,56,79,107,107,114,"No",0,0.93,0.94,0,"Yes","No","No","Yes","No","No" +1748377,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1596259,153,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1694757,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3006600,6,10,1,14,14,14,5,13,27,34,0,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +1730295,67,14,0,0,0,0,2,7,21,30,4,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1499871,38,6,28,0,27,27,4,19,39,71,7,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1232055,56,16,0,0,0,0,4,11,29,43,4,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2251142,232,2,96,270,600,930,92,340,664,977,104,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3247700,252,2,0,0,0,0,0,3,7,10,2,"No",0,0.18,0.09,0,"No","No","No","Yes","No","No" +1608427,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2845301,312,8,108,368,688,1056,99,437,794,1191,137,"No",0,0.38,0.51,0,"No","No","Yes","Yes","No","No" +2072907,3,4,0,30,30,30,0,5,16,37,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1969894,115,4,20,0,0,0,1,1,3,3,5,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3201009,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1264936,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1451068,44,8,29,20,20,33,3,17,40,57,10,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1256534,23,8,0,0,0,0,0,1,2,2,0,"No",0,0.9,0.93,0,"No","No","Yes","Yes","No","No" +1653960,0,8,1,4,4,4,0,2,3,4,0,"No",0,0.78,0.49,0,"No","No","No","Yes","No","No" +3272102,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1461425,10,8,0,0,0,0,1,1,1,1,0,"No",0,0.77,0.46,0,"No","No","No","Yes","No","No" +1512271,236,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1153363,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1616603,352,12,34,858,1566,2144,154,509,1022,1714,104,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2079575,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1393118,32,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.41,0,"Yes","No","No","Yes","No","No" +2257826,11,NA,0,0,0,0,0,0,3,3,3,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3203057,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2881787,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1640663,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1623301,111,3,0,0,0,0,1,3,6,9,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1545970,301,8,260,29,144,164,97,288,623,1033,71,"No",1,0,0,0,"No","No","No","Yes","No","No" +2260856,2,14,0,0,0,0,0,1,1,1,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+2250692,53,8,50,0,100,100,5,21,41,68,4,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1983264,276,2,5,0,166,249,45,118,202,229,64,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +3097593,45,8,24,11,42,72,9,36,85,120,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1233525,0,2,0,9,15,18,0,0,0,0,1,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1456439,1,9,0,1,2,2,0,1,2,4,3,"Yes",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1121708,27,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1290578,114,8,59,336,616,854,80,281,524,766,95,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +2185246,73,8,18,23,73,133,11,41,92,157,23,"No",4,0.25,0.29,0,"No","No","No","Yes","No","No" +3124316,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2027365,22,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1273289,37,8,0,230,460,690,72,168,320,456,94,"No",0,1,0.95,0,"No","No","Yes","Yes","No","Yes" +3129056,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1219382,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1986911,17,2,0,36,48,60,11,17,25,36,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3247653,0,8,0,5,5,5,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1123456,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1153446,5,2,0,5,10,15,5,15,24,32,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2817369,7,8,0,0,7,21,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1572612,1,8,0,15,22,22,5,5,10,16,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1131205,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2995913,1,2,0,3,5,7,2,2,5,11,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2000338,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2079883,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1235984,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1761642,231,4,0,0,0,0,7,37,74,108,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1397702,19,4,0,0,0,6,1,3,13,15,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1198105,3,8,0,25,25,25,5,14,20,27,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1220270,9224,52,1,0,0,0,40,312,936,1128,187,"No",0,0.95,0.78,0,"Yes","No","Yes","Yes","No","No" +3155346,90,9,0,0,0,0,0,0,0,10,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1970844,2,8,0,3,5,7,1,3,5,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1564261,28,8,0,0,1,2,0,1,2,4,2,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1325208,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.09,0.06,0,"No","No","No","Yes","No","No" +3084784,8,9,22,0,18,24,2,15,27,33,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2196151,898,8,185,262,1072,1989,233,814,1709,2547,150,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +3124172,117,8,213,429,1029,1551,157,548,1292,1987,111,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1475372,4,4,1,0,0,1,0,0,3,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2869056,74,12,0,0,0,0,1,1,3,3,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1381411,1,14,0,20,32,40,6,21,31,49,15,"No",0,0.38,0.44,0,"No","No","No","Yes","No","Yes" +1798683,15,4,0,63,90,111,17,26,38,39,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1782145,4,2,0,18,18,18,2,2,2,2,1,"No",0,0.89,0.91,0,"Yes","No","No","Yes","No","No" +1827681,2,2,0,6,25,31,13,29,76,90,0,"No",0,0.84,0.76,0,"No","No","No","Yes","No","Yes" +2131136,6,2,1,0,0,0,2,7,7,7,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +2203261,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.37,0,"No","No","No","Yes","No","No" +1919104,44,8,0,0,0,0,1,4,8,18,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1485070,67,8,0,0,0,0,8,18,36,59,4,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2104954,1638,8,702,2176,4182,5982,599,2017,4214,7296,730,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1421678,5,2,0,2,3,3,0,0,0,0,0,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +1541758,156,8,0,0,0,0,20,33,71,150,0,"No",0,0.56,0.61,0,"No","No","No","Yes","No","No" +2971062,9,12,0,0,0,0,1,5,5,8,2,"No",0,0.86,0.93,0,"Yes","No","Yes","Yes","No","No" +3073236,0,2,20,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1644464,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3155510,244,9,0,0,0,0,0,2,4,4,14,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1475634,4,8,0,0,0,0,0,0,1,2,1,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1180442,11,2,0,0,0,0,2,4,6,11,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","Yes" +2170156,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1915771,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2205802,35,8,0,0,0,0,3,7,27,41,11,"No",0,1,0.41,0,"No","No","Yes","Yes","No","No" +1533806,9924,4,3744,25608,49698,67518,5758,18515,38075,64249,6538,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2186659,164,9,0,0,0,0,0,0,2,2,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1634575,7,2,0,0,0,0,0,2,2,2,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1648634,12,12,0,0,9,18,1,6,16,24,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1313742,0,2,1,0,1,2,0,0,0,0,0,"No",0,0.81,0.73,0,"Yes","No","No","Yes","No","No" +2030018,4,9,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2974573,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2265492,2,8,0,17,26,35,6,10,15,28,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1594809,146,8,16,220,380,480,32,108,228,466,101,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1504431,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3243331,0,12,0,0,0,0,0,0,0,0,1,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +1380901,0,NA,0,50,50,50,0,0,0,0,0,"No",0,-99,-99,1,"No","No","No","Yes","No","Yes" +1518192,102,8,0,0,0,0,1,8,18,34,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1248149,-31,8,2,200,200,200,15,74,86,93,5,"No",0,0,0,33,"No","No","No","Yes","No","Yes" +2279033,0,8,0,1,2,2,0,1,2,2,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1805663,98,8,0,0,0,0,2,9,19,23,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1311287,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2201115,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2262162,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1567040,9,8,0,0,0,0,1,1,1,2,2,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +1675482,81,8,0,0,0,0,0,7,8,10,0,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +1956178,9,8,0,0,0,0,0,0,1,2,1,"No",0,0.48,0.53,0,"Yes","No","Yes","Yes","No","No" +3158447,6,2,0,0,2,4,0,3,5,9,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2297722,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2269287,99,8,10,150,375,525,54,199,359,528,65,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1791065,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1393472,10,52,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","No","No","No","No" +1533222,28,8,7,0,0,0,3,7,15,19,0,"No",0,0.75,0.87,0,"No","No","No","Yes","No","No" +3262825,36,8,0,0,0,0,1,3,9,12,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1219833,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1840948,68,8,10,0,5,15,3,14,34,68,30,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1657222,157,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +3036668,33,8,0,200,200,200,11,36,49,135,6,"No",0,0.06,0.21,0,"No","No","No","Yes","No","No" +1442742,270,2,27,0,24,96,29,104,171,327,61,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +1397921,189,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1987429,16,2,8,30,65,105,14,31,33,35,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","Yes" +1634404,0,2,0,1017,1647,1815,0,0,0,0,85,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1872250,0,8,0,10,15,20,5,7,12,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1376138,521,8,0,0,0,0,22,74,162,250,139,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3272429,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1580399,211,2,90,90,180,270,21,76,126,138,51,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","No" +2025805,564,8,38,816,816,816,100,291,584,914,315,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1735095,6,9,0,11,23,43,3,14,28,40,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2155567,2,4,0,16,19,20,4,5,6,8,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","Yes" +1829827,26,2,0,0,0,0,0,1,1,3,1,"No",0,1,0.25,0,"Yes","No","No","Yes","No","No" +1517117,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +1945927,0,9,0,7,7,7,0,1,1,1,2,"No",0,0.86,0.84,1,"No","No","No","Yes","No","No" +2169816,1,8,0,40,60,90,7,25,41,66,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","Yes" +1546351,14,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1589263,26,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1216127,6,2,0,0,4,6,0,4,5,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3150739,30,NA,2,0,0,0,4,6,27,44,7,"No",0,-99,-99,0,"No","No","No","No","No","No" +2882736,29,8,0,0,0,0,1,4,8,10,0,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +3132519,3,2,0,0,0,0,7,19,33,40,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2977938,496,8,0,0,0,0,0,3,7,11,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1650362,0,9,0,1,1,1,1,3,6,8,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1135437,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2291316,235,2,0,0,0,0,1,5,61,61,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3226201,5,8,5,194,194,194,0,1,4,8,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1779797,195,12,0,0,0,0,1,4,18,26,0,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +2041820,4,12,0,0,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3129298,5,8,0,0,0,3,0,2,7,11,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2830700,63,8,17,36,66,96,24,46,79,117,23,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1514585,4,NA,0,0,0,0,1,2,4,9,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1749147,63,9,0,0,0,0,3,4,13,22,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3160788,32,8,0,0,0,0,0,0,0,2,2,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +2967247,29,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1940866,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1623649,9,2,0,0,0,0,0,1,5,6,0,"No",0,0.85,0.76,0,"No","No","Yes","Yes","No","Yes" +2217636,180,2,0,0,0,0,0,1,1,3,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1671835,173,12,0,0,0,0,3,7,11,18,3,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2807458,31,8,0,0,0,0,1,1,1,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1345489,15,12,0,500,500,1000,56,163,302,371,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","Yes" +1159819,31,8,0,0,0,0,1,4,16,27,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3003028,13,8,0,0,0,0,0,1,6,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1496970,48,8,0,0,0,0,0,0,2,2,0,"No",0,0.59,0.78,0,"Yes","No","No","Yes","No","No" +1390724,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2065848,218,8,73,168,456,840,79,332,801,1215,50,"No",0,0.77,0.78,17,"No","No","No","Yes","No","No" +3050827,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3100650,0,2,24,0,0,0,0,1,1,1,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3202850,47,2,0,0,0,0,0,0,1,1,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1173862,331,8,6,0,0,0,43,96,157,323,62,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2870349,9,9,0,0,0,0,1,2,5,12,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1686562,5,8,0,0,0,0,5,11,18,25,4,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +3137178,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0.01,0,"Yes","No","Yes","Yes","No","No" +1881956,73,12,39,49,93,115,22,53,81,123,62,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1380832,1,8,0,16,24,34,8,14,19,29,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +3232140,128,8,0,0,0,0,1,2,4,8,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1799064,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1519386,1530,8,720,2640,4800,6960,859,2710,5428,8698,757,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1966714,3,11,2,20,20,28,4,29,51,68,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1137372,2,8,0,10,15,25,1,6,14,18,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1930272,39,8,0,0,0,0,2,2,4,4,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1979252,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1264992,187,8,41,84,244,372,56,128,272,438,42,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2109073,0,12,0,6,12,12,1,1,6,8,0,"No",6,0.46,0.38,0,"No","No","No","Yes","No","Yes" +2219503,1,8,0,0,0,0,1,1,1,1,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +2141036,2,8,0,0,1,2,0,0,2,3,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1741655,2,8,0,14,20,28,3,8,14,24,2,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +3207078,0,12,0,5,6,6,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2931824,173,2,0,0,0,0,9,19,32,35,0,"No",0,0.91,0.82,0,"Yes","No","No","Yes","No","No" +1149716,12,2,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.91,0,"No","No","No","Yes","No","No" +1958751,0,2,0,5,15,15,0,0,0,0,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +3044553,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1143015,4,8,0,0,4,4,1,4,4,4,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","Yes" +2961941,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1252349,1897,8,146,5000,7500,10000,907,3162,6302,9452,814,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2267473,49,2,0,0,0,0,0,0,18,22,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1232035,396,2,0,1000,1000,1000,661,2634,4898,5069,64,"No",0,0.73,0.52,0,"No","No","No","Yes","No","Yes" +2175366,54,8,1,16,48,80,17,46,85,128,22,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +1691225,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2135091,8,8,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +2208049,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2272536,61,2,0,0,0,0,5,12,19,49,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1802925,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1835859,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1999756,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1201935,31,12,18,32,60,96,11,36,69,104,17,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +3134586,5,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3265925,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3003654,66,8,341,0,0,0,16,64,137,203,27,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3257233,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2035652,100,2,0,0,0,0,0,10,10,20,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1460438,461,8,56,446,996,1502,122,428,972,1662,136,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1959661,0,0,0,4,7,9,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1924121,0,8,0,4,4,4,0,0,0,0,2,"No",0,0.46,0.45,0,"Yes","No","No","No","No","No" +2837531,160,8,29,36,132,240,22,91,212,318,50,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2176723,19,4,6,13,25,31,3,14,25,40,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2058523,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2260615,9,12,0,0,0,0,0,0,1,6,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1145259,18,8,15,0,0,10,2,9,23,33,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1940500,100,NA,0,0,0,0,5,16,16,33,16,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2019860,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1338430,5,2,0,0,0,0,0,0,1,4,2,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +1893539,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1908208,116,2,0,0,0,0,15,35,51,55,0,"No",0,0.24,0.31,0,"Yes","No","No","Yes","No","No" +1499041,83,8,0,0,0,0,3,7,13,25,16,"No",0,0.91,0.79,0,"No","No","No","Yes","No","No" +1886298,106,8,3,120,240,360,36,150,294,434,46,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1855780,18,4,5,0,0,8,6,9,20,29,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2011880,4,4,0,0,2,3,2,3,4,6,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1544704,966,2,0,0,0,0,0,2,5,8,2,"No",0,0.12,0.06,0,"No","No","No","Yes","No","No" +1258430,3,8,0,4,7,10,1,4,5,8,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3081527,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1898599,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2192090,6858,4,1590,14000,21000,28000,2538,8282,16412,24013,3167,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1641613,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +2129788,2,8,3,2,3,5,2,5,6,8,1,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1390662,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2013695,0,NA,0,12,21,22,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1691549,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2110936,80,8,0,0,0,0,10,40,59,106,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +2126619,0,2,0,2,4,5,4,5,7,8,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1968960,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1117918,7,8,3,0,0,1,1,4,5,8,5,"No",0,0,0.27,0,"No","No","No","Yes","No","No" +1921801,0,2,0,52,80,87,4,16,32,65,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1867114,6830,NA,0,0,0,0,10,10,10,28,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2912372,6,4,0,0,0,0,0,1,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2041970,5,3,0,44,80,122,10,26,41,50,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1595516,0,3,0,12,18,24,2,5,8,12,2,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","Yes" +2003577,125,12,1,0,0,0,16,43,104,148,17,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +2808594,915,12,117,986,2206,3586,354,1178,2590,3826,407,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1191309,14,2,20,56,84,112,16,42,67,80,6,"No",0,0.2,0.33,0,"No","No","No","Yes","No","No" +1490358,39,12,0,0,0,0,0,0,0,2,0,"No",0,0,0.31,0,"Yes","No","Yes","Yes","No","No" +1388852,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1846706,13,8,0,6,16,35,14,36,64,91,10,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2029001,3,2,0,180,312,457,9,43,78,81,39,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1437785,62414,4,10710,17583,49599,70479,11673,37718,91986,145690,14739,"No",2271,0.73,0.78,0,"No","No","No","Yes","No","No" +1829531,15,2,0,0,0,0,0,5,15,18,3,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2837326,62,8,21,58,97,136,11,42,76,94,25,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1564914,2,8,0,7,11,15,1,5,7,13,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2025883,49,8,7,72,120,168,18,57,99,155,40,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2184753,3,8,0,0,0,1,1,2,2,6,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2098345,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1699633,301,8,0,0,0,0,11,31,62,82,5,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3146333,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1633399,2,2,2,10,21,31,2,3,3,3,0,"No",0,0.82,0.75,0,"No","No","Yes","Yes","No","No" +2973792,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1533592,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1929774,5,2,0,1,3,5,0,2,5,5,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1253501,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1150823,1766,NA,788,0,0,0,865,2481,5104,9096,1840,"No",0,-99,-99,0,"No","No","No","No","No","No" +1921780,-41,10,649,1638,2638,4138,557,1719,3061,4148,251,"No",0,0.37,0.6,34,"No","No","No","Yes","No","Yes" +3087523,0,2,0,75,143,212,0,0,0,0,14,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1894113,456,2,0,40,610,1027,13,376,932,1333,129,"No",0,0.78,0.72,0,"No","No","Yes","Yes","No","No" +1896185,13,12,0,0,0,0,3,4,7,8,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1968313,42,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.93,0,"No","No","Yes","Yes","No","No" +1199016,108,12,0,116,278,278,53,171,443,821,30,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +1381942,0,5,0,11,20,23,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +3059411,1040,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2126743,305,2,68,390,780,1200,105,375,770,1183,255,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1949000,92,2,0,76,167,243,41,164,255,334,56,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1493416,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2202197,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +2907481,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1700744,2,8,0,0,0,0,1,1,1,3,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +2049891,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.17,0.17,0,"Yes","No","No","No","No","Yes" +1865056,1905,9,75,1299,3003,3997,447,1321,2828,5093,159,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2262151,9,8,0,0,0,0,1,1,1,3,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2194286,12,12,0,0,0,0,5,7,16,23,1,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1931578,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +3043873,127,8,43,96,216,330,62,154,300,428,58,"No",0,0.04,0.03,0,"No","No","No","Yes","No","No" +1615946,14,12,0,0,0,0,2,3,5,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1867535,132,12,8,0,150,150,20,64,127,191,25,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1875362,6,14,0,7,19,27,1,5,14,19,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1477758,4,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1410438,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3209546,0,8,20,0,0,0,0,0,0,0,0,"No",0,0.67,0.81,0,"No","No","No","Yes","No","No" +2181565,52,9,0,0,20,40,4,11,18,32,0,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +2233147,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1894756,19,2,0,0,0,10,8,15,19,20,0,"No",0,0.45,0.45,0,"Yes","No","Yes","Yes","No","Yes" +1859849,267,8,0,375,375,375,15,63,231,376,52,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1533736,23,8,0,26,52,78,8,23,43,74,7,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +3278653,26,0,0,0,0,0,0,0,1,3,1,"No",0,0,0,0,"No","No","No","No","No","No" +1804113,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1310747,2,8,0,0,0,0,0,0,0,3,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1741253,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1185955,17,2,0,45,90,135,13,46,96,133,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1779615,4,2,0,14,21,28,4,8,16,21,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1562829,2,8,0,0,0,0,0,14,37,56,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1746680,44,2,0,0,0,0,0,1,44,51,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2904377,768,2,219,1725,2990,4830,501,1714,3134,4140,429,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1434094,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1615899,8,2,2,2,6,8,1,5,7,12,3,"No",0,0.99,0.91,0,"No","No","No","Yes","No","Yes" +3075242,29,8,0,0,0,0,0,6,11,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1369478,1,2,2,6,12,18,1,8,11,16,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2821389,63,8,33,123,251,384,47,120,226,322,32,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1330733,219,4,116,390,600,810,135,273,485,719,65,"No",30,0.77,0.8,0,"No","No","Yes","Yes","No","No" +2152222,245,2,35,267,589,865,93,272,603,876,94,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +1727506,12,8,0,12,12,12,1,12,23,31,7,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1912095,671,8,33,627,1367,2120,182,683,1418,2208,682,"No",0,0.88,0.88,0,"No","No","No","Yes","No","No" +2081797,0,8,0,5,7,9,0,3,4,8,0,"No",0,0.8,0.75,0,"No","No","No","Yes","No","Yes" +2302484,10,NA,1,0,0,0,0,1,3,6,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2006429,9,2,1,5,11,11,0,8,8,8,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1254668,-10,8,0,466,598,730,61,170,360,554,108,"No",40,0.47,0.47,11,"Yes","No","No","Yes","No","Yes" +1661340,-2,2,0,20,30,40,15,26,40,44,0,"No",0,1,0.94,2,"No","No","No","Yes","No","Yes" +2942114,88,8,0,0,0,0,0,5,14,33,15,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1209935,75,8,0,0,0,0,0,0,1,1,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +1424457,0,2,0,14,24,34,0,0,0,0,0,"No",9,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1563651,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.77,0,"Yes","No","No","Yes","No","No" +2922517,70,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2240592,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +3102981,0,8,0,21,30,39,2,7,11,20,1,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +2184242,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1715146,2,8,0,0,1,3,0,0,2,4,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2154157,7,52,0,0,0,0,0,4,9,9,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1368865,12,8,0,0,0,0,1,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2804276,6,2,0,2,6,10,0,16,19,28,1,"No",0,0.85,0.92,0,"No","No","No","Yes","No","Yes" +1896264,5,8,0,24,36,48,17,34,48,87,4,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1485295,12,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1609047,7,8,0,0,0,0,1,2,3,4,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3256630,1,9,0,7,7,7,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1746095,4,2,0,0,0,0,0,0,0,2,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1729359,36,6,0,0,27,27,5,21,38,71,7,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2173376,2,8,0,0,1,2,0,1,2,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2042182,2,8,0,20,40,60,2,17,34,52,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1328175,8,4,0,0,0,0,0,1,1,1,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1958357,36,2,0,0,0,0,0,2,4,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2991460,8,8,0,0,6,6,0,0,5,5,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +2311059,22,8,65,855,1100,1575,355,715,859,1011,253,"No",0,0.87,0.92,50,"No","No","Yes","Yes","No","Yes" +2862965,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1386924,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +1259573,1,4,0,0,0,0,1,1,1,1,1,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2179240,4,9,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1316625,5,9,0,22,64,85,2,11,24,31,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3042677,5,8,2,0,4,8,1,4,5,7,1,"No",0,0.83,0.8,0,"No","No","No","Yes","No","No" +1768183,216,8,12,60,120,180,42,112,228,347,48,"No",0,1,1,0,"No","No","No","Yes","No","No" +2206885,-36,NA,0,0,0,0,45,135,245,391,54,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3019120,20,8,0,0,9,18,9,21,43,50,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1626535,252,8,0,0,0,0,0,0,0,1,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1869751,0,9,0,14,22,28,2,7,13,18,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3186920,118,8,0,768,1368,1824,208,952,1919,3319,120,"No",0,0.98,0.96,2,"No","No","No","Yes","No","No" +2227867,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2173283,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2267115,2285,2,0,0,0,0,17,39,66,78,7,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3225480,4,8,0,8,14,20,6,11,22,29,7,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1926204,5,9,0,0,1,3,2,3,4,6,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2266063,1,2,0,1,3,4,2,2,4,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1249537,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2040038,3,2,0,0,0,0,0,0,0,1,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2087569,29,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1942972,0,2,0,0,0,0,0,0,10,12,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1928169,0,0,0,5,7,10,0,3,7,9,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3133605,23,8,0,0,0,0,1,4,7,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1353235,0,0,0,53,121,202,1,1,1,1,27,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +3015195,14,NA,0,0,0,0,0,1,1,2,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2138666,10,4,0,0,0,0,0,1,1,1,1,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2066526,103,NA,0,0,0,0,7,15,27,45,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2834320,7,9,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3265715,14,8,0,0,0,0,6,11,14,20,11,"No",0,0.87,0.92,0,"Yes","No","No","Yes","No","No" +1944316,32,2,0,410,410,410,367,674,1054,1449,365,"No",0,1,0.98,3,"No","No","No","Yes","No","Yes" +3237451,8,12,0,0,0,0,1,1,2,2,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2211452,13,2,0,11,11,11,3,20,29,59,2,"No",0,0.85,0.84,0,"No","No","No","Yes","No","Yes" +2157896,13,8,0,338,482,610,61,172,335,529,597,"No",16,0.32,0.54,0,"No","No","Yes","Yes","No","Yes" +1362043,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2916380,35,2,0,5,35,70,8,32,75,119,0,"No",0,0.73,0.82,0,"No","No","No","Yes","No","Yes" +1869200,0,2,0,2,2,2,2,3,5,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1470659,4,8,0,20,45,70,8,27,54,65,0,"No",0,0.77,0.87,0,"No","No","No","Yes","No","Yes" +2948531,36,0,0,46,114,201,8,9,9,9,27,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1595315,21,8,0,0,0,0,3,8,14,22,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1998812,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.68,0,"Yes","No","No","Yes","No","No" +3080680,3000,8,0,0,0,0,0,0,7,13,4,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1738157,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1916609,812,8,176,525,1348,1926,237,593,1318,2564,170,"No",0,0.67,0.79,3,"No","No","No","Yes","No","No" +1258517,87,8,25,159,277,381,77,168,303,479,104,"No",0,0.81,0.88,0,"No","No","No","Yes","No","No" +1181947,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1762082,8,8,0,0,4,8,2,6,12,22,8,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1122336,68,2,0,0,100,100,9,26,65,134,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1949877,408,4,85,68,136,272,59,258,634,1006,27,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2241915,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","Yes","Yes","No","No" +1314471,5,8,0,18,18,18,13,29,50,73,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1443299,158,8,0,0,0,0,1,18,36,61,4,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1933873,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1921153,0,2,0,10,13,16,4,5,10,13,0,"No",1,0.33,0.44,0,"No","No","No","Yes","No","Yes" +2133281,120,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1608958,291,4,0,1800,1800,1800,171,643,1130,1670,184,"No",72,0.7,0.64,0,"No","No","No","No","No","No" +1269754,23,8,1,0,0,0,1,10,18,24,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1523637,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +1470868,1,2,0,20,30,40,8,11,33,47,4,"No",0,0.82,0.83,0,"No","No","No","Yes","No","Yes" +3131437,630,8,45,450,900,1350,184,567,1123,1794,649,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1173074,538,8,0,0,0,0,5,17,33,37,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2077831,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1141034,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2273753,4,2,0,5,10,25,4,9,19,24,0,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","Yes" +1936322,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2059843,221,8,85,168,328,448,56,154,274,434,59,"No",0,1,1,0,"No","No","No","Yes","No","No" +1276731,111,12,46,0,0,0,0,3,6,12,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2231052,10,8,1,0,0,0,0,0,1,2,1,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2147733,59,2,30,90,216,360,23,102,174,176,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2980292,29,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2105644,3,8,0,0,0,0,0,0,3,4,0,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","No" +2149656,43,2,10,10,20,40,9,28,55,106,16,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2158998,4,2,0,5,15,20,4,15,21,24,2,"No",0,0.95,0.98,0,"No","No","No","Yes","No","Yes" +3013275,74,8,3,8,24,32,12,29,61,105,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1221361,407,52,0,0,0,0,0,7,11,13,28,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2834600,29,8,0,28,55,82,1,16,45,60,11,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2885020,-360,8,0,1566,2616,3366,57,478,1386,2131,95,"No",300,0.81,0.78,382,"No","No","No","Yes","No","No" +3054526,8061,9,330,0,0,0,102,317,2614,5529,194,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1500235,23,2,0,50,50,100,17,27,48,65,4,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1341334,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1922580,12,2,0,0,0,0,0,0,0,0,2,"No",0,0.81,0.82,0,"Yes","No","No","Yes","No","No" +1245225,9,8,0,5,15,20,0,4,18,21,2,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +1295727,86,8,0,18,66,98,13,37,87,128,25,"No",0,0.68,0.58,0,"No","No","Yes","Yes","No","No" +2818081,21,10,0,0,0,0,0,3,10,17,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2038019,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3117500,3,8,3,0,0,1,0,0,4,8,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1954870,83,2,0,0,45,45,23,57,73,73,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1326282,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1252187,1,8,0,1,2,3,0,1,1,3,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +3102716,5,4,2,2,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2283835,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.44,0,"Yes","No","No","Yes","No","No" +2868605,17,8,1,0,20,40,3,12,23,35,4,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +2202726,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3147441,11,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1677529,1,8,0,1,2,3,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1953081,120,4,8,14,70,114,11,56,121,166,18,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2926473,123,2,5,50,100,150,22,67,129,192,30,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1397868,79,2,0,0,0,0,3,8,18,28,0,"No",0,0.3,0.3,0,"No","No","No","Yes","No","No" +1739479,13,8,0,0,0,0,4,8,17,22,3,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1147599,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3263358,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1226407,167,8,0,63,199,301,31,100,225,368,26,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2193203,116,2,76,392,712,1082,118,283,434,546,26,"No",0,0.9,0.88,0,"Yes","No","Yes","Yes","No","No" +1754970,190,3,42,300,720,1230,97,389,907,1308,99,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1393056,37,8,28,10,10,52,2,4,211,278,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3107750,43,4,0,0,0,0,2,10,14,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1293538,14,8,0,0,0,2,0,0,7,12,2,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2210742,7,4,0,0,1,2,1,5,7,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1281514,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.9,0,"Yes","No","Yes","Yes","No","No" +1935913,12,2,0,0,0,0,0,1,6,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1343659,317,4,71,457,807,1195,163,570,989,1142,151,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1901982,3,8,0,12,24,30,3,5,15,26,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1244388,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.16,0.44,0,"Yes","No","No","Yes","No","No" +1120930,3,NA,0,37,73,97,8,28,55,78,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2979737,22,8,0,16,40,48,2,4,4,4,0,"No",0,0.98,0.87,0,"No","No","No","Yes","No","No" +1967357,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1380596,4,12,0,1,3,5,0,3,5,5,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1841065,0,NA,0,4,6,9,0,1,7,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2195036,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1938334,2,NA,0,0,0,0,0,0,1,2,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2226197,11,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2060198,1,8,0,3,5,7,0,2,4,6,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2851089,3,8,3,65,104,156,14,40,78,110,19,"No",0,0.84,0.86,1,"No","No","No","Yes","No","No" +2126016,39,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1768532,0,8,0,3,5,6,1,1,3,3,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +2950851,4,8,0,120,168,192,8,38,86,148,12,"No",0,0.53,0.54,2,"No","No","Yes","Yes","No","No" +1448058,0,9,0,2,2,2,0,0,1,2,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1546276,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1979140,-117,8,277,7419,7419,8733,699,2445,5559,9312,836,"No",600,0.5,0.53,123,"No","No","No","Yes","No","Yes" +2832020,0,8,0,115096,169664,195768,0,0,0,0,16630,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2888568,8,8,0,20,20,40,3,8,12,15,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2254098,4,8,0,8,8,11,0,6,9,11,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1341736,7,9,0,0,0,0,0,4,7,7,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2067280,4,12,0,0,1,2,0,1,2,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1164887,0,2,0,12,18,18,0,0,0,0,1,"No",0,0.94,0.95,0,"No","No","Yes","Yes","No","Yes" +1184138,20,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2107478,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1749639,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2804850,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1166641,3,2,0,30,30,30,5,6,19,29,5,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1374986,275,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1334016,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1737220,3,4,0,1,3,4,0,1,2,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1312410,103,5,0,0,0,0,0,4,8,9,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1233495,2,8,0,5,8,12,1,4,7,11,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1542020,1,8,0,16,24,28,4,9,13,20,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1118563,1,8,0,3,5,6,1,2,4,6,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","Yes" +1265240,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2215428,25,8,0,0,0,0,0,3,5,6,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +2162281,8746,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1537235,515,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1447156,322,0,8,0,0,108,39,104,245,399,14,"No",0,0,0,0,"No","No","Yes","No","No","No" +3113160,10,8,0,0,0,0,0,1,1,2,1,"No",0,0.35,0.36,0,"No","No","Yes","Yes","No","No" +1442019,51,NA,0,0,0,0,0,2,4,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1290230,50,12,0,1320,1800,2160,200,563,949,1491,305,"No",0,0.82,0.79,12,"No","No","No","Yes","No","Yes" +3250523,87,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1484508,7,4,0,0,0,0,0,2,2,3,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1331510,308,12,21,0,0,0,54,226,433,681,17,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +2872438,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1171210,20,16,10,0,16,24,5,12,18,34,9,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +3157844,90,52,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1474364,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +2224381,18,8,0,0,0,0,3,10,17,26,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1776087,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2959237,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2056539,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +2058315,262,12,2,0,0,57,27,92,236,357,29,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +2311605,3,2,1,4,8,12,3,9,10,14,0,"No",0,0.66,0.67,0,"Yes","No","No","Yes","No","Yes" +1846747,222,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2290692,5,8,0,0,0,0,1,1,1,1,1,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +3087596,190,8,0,0,0,0,1,3,9,19,20,"No",0,0.21,0.6,0,"Yes","No","No","No","No","No" +1124501,9380,8,0,0,0,0,50,152,406,697,22,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2077360,175,2,53,174,398,622,53,191,350,507,70,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1380447,1457,8,738,540,1350,2070,298,900,2023,3306,350,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +3103899,22,8,0,0,0,6,2,6,12,16,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3200497,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1659020,20,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3144518,0,2,0,12,14,17,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","Yes","Yes","No","No" +1237619,6,2,0,4,7,10,0,3,5,10,0,"No",0,0.5,0.2,0,"Yes","No","No","Yes","No","Yes" +1167635,-4,12,0,8,9,11,13,14,15,17,2,"No",0,0.73,0.69,4,"No","No","No","Yes","No","Yes" +1821497,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1357965,84,2,0,0,0,0,2,2,6,8,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2121474,41,2,0,0,0,8,3,5,13,21,0,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1382511,241,8,74,600,1140,1620,178,600,1150,1797,146,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3120018,3,2,3,38,54,54,11,28,37,47,5,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1366501,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2988945,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3043851,6,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2233077,7,2,0,0,0,50,0,2,5,5,1,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1826993,7,2,0,5,7,7,1,1,1,1,1,"No",0,0.58,0.57,0,"Yes","No","Yes","Yes","No","Yes" +2304274,606,8,3,0,0,0,12,47,104,152,22,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2129061,146,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2241326,1993,8,1503,0,1500,1500,204,881,1827,2869,198,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1802465,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1546190,0,9,0,6,12,12,4,7,9,10,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1524826,1023,8,10,0,0,0,18,63,150,235,43,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1737781,4,8,0,15,30,45,5,12,27,38,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2277950,77,8,0,0,8,12,0,5,13,16,8,"No",0,0.96,0.94,0,"No","No","No","No","No","No" +2076422,5,NA,0,0,0,0,1,3,6,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2146158,123,NA,0,0,0,0,10,29,64,90,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1521034,103,2,0,120,320,560,57,155,260,309,68,"No",0,0.85,0.74,0,"Yes","No","No","Yes","No","No" +2130212,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1215763,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1361425,0,8,0,3,4,5,0,1,2,3,0,"No",1,0.57,0.44,0,"No","No","No","Yes","No","Yes" +1930675,6,2,6,0,8,16,1,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1919909,2040,8,1,0,72,170,0,0,0,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1953594,9,4,0,0,0,0,1,2,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1120424,387,12,0,0,0,0,9,42,76,135,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1709839,13,2,0,60,120,165,18,48,87,115,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1853330,196,NA,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1809572,49,2,0,47,97,137,17,54,101,147,14,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2014629,836,NA,0,0,0,0,0,0,0,0,16,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2814021,52,8,0,0,0,0,0,2,2,3,0,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2886728,52,8,0,19,19,19,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +3036110,5,2,0,12,12,21,4,9,16,32,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1910935,474,8,173,540,1200,1926,180,694,1464,2146,128,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1529160,11,2,0,0,0,0,7,13,41,48,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3060736,19,52,0,0,0,0,0,9,18,33,5,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2268044,14,2,0,64,128,160,24,84,124,170,38,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1180529,108,4,82,42,126,210,9,62,146,210,22,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2942328,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1857670,42,4,12,26,47,61,4,19,36,47,8,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1741523,0,9,0,3,4,6,0,2,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1505322,0,3,3,6,7,7,9,14,14,14,0,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","Yes" +2929835,0,16,0,165,226,346,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1365424,35,2,2,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1264442,-36,8,32,524,801,1106,153,323,507,666,63,"No",0,0.96,0.88,36,"No","No","No","Yes","No","Yes" +2163712,520,12,0,0,0,112,1,152,278,368,59,"No",0,1,1,0,"No","No","No","Yes","No","No" +1467549,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3112055,499,3,84,1248,2280,3360,240,589,722,722,315,"No",216,0.41,0.46,0,"Yes","No","No","Yes","No","No" +1512072,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1728575,4,2,0,9,27,45,8,23,34,51,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2990156,361,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1528491,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1669620,116,8,10,57,144,231,27,100,200,356,26,"No",0,0.59,0.77,0,"No","No","No","Yes","No","No" +1857863,23,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3106543,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +2117596,48,8,47,260,435,560,114,301,494,695,101,"No",0,0.87,0.91,3,"No","No","No","Yes","No","No" +1568788,0,2,60,7,7,7,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2097041,144,4,7,0,54,108,17,55,136,187,35,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1763719,17,8,0,0,0,0,0,0,0,1,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1287320,47,52,0,0,0,0,0,0,0,1,0,"No",0,0.61,0.62,0,"Yes","No","No","No","No","No" +1115889,67,2,0,0,0,0,3,8,16,24,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1325640,2,12,0,0,0,1,0,0,2,2,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1666769,398,2,0,0,0,0,5,10,15,18,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2980929,804,15,0,0,0,0,16,71,332,417,37,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1924317,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3226294,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1259793,2,8,0,24,36,48,6,14,26,41,4,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1815310,158,3,35,90,210,360,40,135,309,484,50,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2281601,0,2,0,31,49,67,0,0,0,0,3,"No",0,0.53,0.54,0,"No","No","No","Yes","No","No" +2107443,828,8,970,990,1800,2375,399,1326,2753,4332,209,"No",45,0,0,0,"No","No","No","Yes","No","No" +2043715,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1369722,0,10,0,56,91,131,10,39,89,133,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3263600,58,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1676980,10,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2877793,77,8,54,112,304,460,30,133,329,483,29,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3080209,36,12,16,12,32,60,9,36,69,104,12,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1923772,10,2,0,0,0,0,0,0,0,2,0,"No",0,0.75,0.88,0,"Yes","No","No","Yes","No","No" +1812888,0,8,0,8,12,16,2,5,9,10,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1767116,26,2,0,0,0,0,1,4,14,14,1,"No",0,0.67,0.62,0,"Yes","No","No","Yes","No","No" +1323741,240,4,164,1072,2080,3088,358,836,1396,1832,306,"No",0,0.56,0.72,0,"No","No","No","Yes","No","No" +3087540,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +2099837,2,8,0,112,112,212,12,75,103,146,19,"No",0,0,0,10,"No","No","No","Yes","No","Yes" +2313888,0,2,0,81,131,151,0,0,0,0,0,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +1509991,0,12,5,2,2,2,1,4,9,12,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1863095,10,2,0,6,12,12,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1368194,0,2,0,29,50,54,0,0,0,0,1,"No",0,0.52,0.41,0,"Yes","No","No","No","No","Yes" +2124447,38,8,8,376,676,1000,83,318,641,895,37,"No",16,0.66,0.67,1,"No","No","No","Yes","No","Yes" +2201979,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","Yes","Yes","No","No" +1224714,-7,17,0,27,27,27,9,24,39,41,3,"No",0,0.79,0.83,8,"No","No","No","Yes","No","Yes" +3007305,4,2,0,50,50,50,3,15,21,28,4,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3158449,3,8,0,274,274,274,2,6,13,20,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2001480,155,8,30,40,120,187,26,110,191,308,41,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2981302,6,2,0,0,10,10,0,0,5,10,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1930165,64,8,0,0,0,0,1,4,5,6,1,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","No" +2814228,94,8,30,103,303,403,30,111,234,384,16,"No",0,0.9,0.92,0,"No","No","Yes","Yes","No","No" +3234969,403,12,6,0,0,400,22,87,179,268,33,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1270856,9,2,0,0,0,0,0,1,1,2,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3279464,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2885698,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +3147853,4383,4,283,9600,16800,24000,1221,4669,11666,20759,1553,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1429257,48,8,0,32,64,121,7,34,83,113,12,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2305221,25,8,0,0,0,100,5,11,15,29,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2952499,5,8,0,30,45,55,7,28,50,66,3,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1667619,15,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2974844,14,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2245338,18510,2,5539,6480,18720,29700,3790,13352,29199,46871,4134,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2315965,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2890682,1,2,0,34,62,90,12,25,45,57,5,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1938533,41,8,0,0,0,0,0,0,1,1,1,"No",0,0.89,0.93,0,"Yes","No","No","Yes","No","No" +2925223,387,12,110,661,1105,1434,146,421,908,1606,167,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +2835187,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3212032,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +2828130,126,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3068366,103,2,0,0,0,0,0,8,9,12,1,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +3008281,5255,52,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +2027911,39,16,0,0,0,0,0,0,0,0,2,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +3263616,66,8,0,264,516,852,58,276,562,763,67,"No",0,0.31,0.2,0,"No","No","No","Yes","No","No" +1464794,9,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2061816,65,16,25,44,68,100,12,43,104,151,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3210730,5,2,0,10,20,28,3,14,22,28,1,"No",2,0.01,0,0,"No","No","No","Yes","No","No" +2197249,4,4,0,0,0,0,1,1,1,1,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1630113,10,8,0,0,6,15,1,4,10,20,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1530570,497,12,51,390,650,910,96,319,629,928,112,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1393026,479,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +1555644,5,8,0,0,1,3,0,1,3,6,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3191158,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3194948,-8,8,5,674,974,1334,120,533,808,1070,75,"No",0,1,0.97,15,"No","No","No","Yes","No","Yes" +1708037,0,8,0,100,190,320,13,20,34,34,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","Yes" +3003954,5,2,0,0,0,12,0,2,3,4,0,"No",0,0.55,0.79,0,"No","No","No","Yes","No","No" +2986009,292,8,25,448,448,448,64,218,409,628,81,"No",0,1,1,0,"No","No","No","Yes","No","No" +1947102,4,2,0,8,16,24,3,10,16,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1245054,2,8,6,7,14,21,0,7,13,19,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1676012,220,2,0,0,0,0,0,0,10,19,2,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +2999337,0,2,0,1,2,4,2,2,2,3,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1426435,32,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1377401,2,8,0,13,19,28,4,9,20,26,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2999364,0,9,0,5,6,6,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3005695,-4,8,0,6,6,7,1,1,2,3,1,"No",0,0.5,0.46,4,"No","No","No","Yes","No","No" +1397038,6,8,0,0,2,4,1,3,6,10,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1275799,209,8,89,320,700,1140,122,320,683,937,121,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1136803,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1194955,14,2,0,0,0,15,1,6,8,16,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +2155079,55,2,0,0,0,0,2,4,6,7,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2080364,6,2,0,110,146,206,12,52,103,167,30,"No",0,0.68,0.7,0,"No","No","No","Yes","No","Yes" +3151939,-3,12,0,179,309,448,36,96,145,200,49,"No",4,0.21,0.26,3,"No","No","No","Yes","No","Yes" +1692525,107,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1699259,5103,NA,0,0,0,0,681,1587,3413,5142,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1231123,574,2,0,400,400,800,103,332,684,1016,163,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2296024,0,4,0,6,6,6,0,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1446536,11,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1287027,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","Yes" +3270125,53,8,0,0,0,0,0,1,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1677875,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1575791,237,NA,0,0,0,0,15,19,104,174,69,"No",0,-99,-99,0,"No","No","No","No","No","No" +1650837,5,2,0,0,0,1,0,1,1,1,1,"No",0,0,0.5,0,"Yes","No","No","Yes","No","No" +2014820,1316,8,0,0,0,0,0,10,19,32,49,"No",0,0.92,0.8,0,"No","No","No","Yes","No","No" +3076715,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"Yes","No","No","Yes","No","No" +1193729,39,8,0,0,0,12,3,11,15,34,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1797511,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1948640,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3175995,17,2,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.77,0,"Yes","No","No","Yes","No","No" +1169713,170,NA,0,0,0,0,0,8,16,24,38,"No",0,-99,-99,0,"No","No","No","No","No","No" +2807620,9,8,0,460,595,685,82,225,382,553,140,"No",0,0.53,0.44,2,"No","No","No","Yes","No","Yes" +2196519,543,8,119,0,0,0,50,146,315,498,49,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1770301,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1573049,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +2111353,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1217124,89,8,0,0,0,0,0,0,4,4,1,"No",0,0.94,0.96,0,"Yes","No","Yes","No","No","No" +2210516,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1907326,8,NA,0,0,0,0,1,6,7,12,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1734630,15,10,0,0,8,18,2,7,11,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1412391,13014,3,0,1056,8091,19347,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3269052,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +1933510,1,2,0,10,30,30,3,5,12,25,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +2270361,26,8,0,7,22,40,2,8,29,51,7,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1805907,100,8,0,500,1150,1475,97,437,974,1293,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +1541842,258,8,28,0,0,183,25,89,211,326,36,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1251565,5,2,0,42,56,70,13,15,15,15,0,"No",0,0.9,0.88,0,"Yes","No","Yes","Yes","No","Yes" +3039536,278,9,57,23,23,59,10,37,123,154,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +3247621,45,2,2,17,48,80,10,32,87,122,12,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1856356,103,8,0,0,0,0,0,0,4,4,0,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1694353,7,17,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3039764,108,8,0,0,0,0,2,3,5,7,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1346470,70,8,18,54,66,78,6,15,19,26,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1746567,14,9,0,0,0,0,0,0,0,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3119490,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +1653424,19,9,0,0,0,0,2,3,3,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2224357,1226,8,0,260,260,650,4,14,26,41,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1436959,206,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2202961,18,2,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +1265231,3,2,0,0,0,0,2,6,8,8,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1350406,0,2,0,2,2,3,0,2,3,4,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3100978,116,8,0,0,0,0,1,3,5,19,0,"No",0,0.69,0.67,0,"No","No","No","Yes","No","No" +3121158,33,8,0,0,0,0,0,0,0,0,2,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1583593,6,8,0,18,18,18,4,5,8,13,6,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1994859,22,8,0,0,0,0,1,8,20,26,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1464582,0,8,0,10,10,20,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3115591,101,4,0,0,0,0,7,25,30,30,8,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1802511,0,2,0,2,2,2,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","Yes","Yes","No","Yes" +2865363,114,8,4,0,0,186,10,36,84,124,38,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2024753,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1170963,22,4,3,0,0,0,3,10,14,20,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3282186,23,8,0,0,0,0,0,3,3,4,0,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1477846,-7,17,0,27,27,27,9,20,39,41,3,"No",0,0.82,0.83,8,"No","No","No","Yes","No","Yes" +2019413,0,8,0,7,7,8,0,5,12,13,2,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +3139799,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","No","No","No" +1461650,42,2,0,0,0,0,1,1,3,3,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1471415,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1438721,19,8,0,5,25,40,10,17,29,48,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1444847,6,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1407118,2,4,0,1,2,4,0,2,4,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3114717,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1602534,4,4,8,28,28,44,26,39,106,190,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1181049,13,8,0,4,20,32,4,12,23,36,8,"No",0,0.99,0.87,0,"No","No","No","Yes","No","No" +2820418,-1,9,0,2,4,4,1,7,12,16,0,"No",0,0.99,0.99,1,"No","No","No","Yes","No","Yes" +2154008,-1,4,6,0,2,3,1,9,16,25,3,"No",0,0.73,0.78,1,"No","No","Yes","Yes","No","Yes" +1269970,2306,4,14,0,0,0,35,119,347,567,72,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2886251,9415,4,466,0,0,0,413,1389,2872,5346,591,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1655146,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2077365,3,9,0,0,0,0,0,0,1,2,3,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +2197094,11,2,0,24,48,72,20,42,63,79,4,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1448633,4,8,0,0,3,5,0,4,6,10,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1391407,20,12,0,0,0,0,1,3,7,9,2,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1374263,4947,14,0,0,0,0,0,2,4,6,2,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3052602,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1917823,25,4,0,0,0,0,1,3,3,4,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1619985,-1,2,0,20,40,60,5,23,47,67,2,"No",0,0.32,0.27,1,"No","No","No","Yes","No","Yes" +1532471,54,8,0,0,0,0,0,0,1,1,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3120667,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3146075,0,2,0,11,11,11,1,1,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +3190535,0,8,0,2,3,3,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3028008,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1694492,63,2,0,0,0,0,0,0,8,9,0,"No",0,0.77,0.46,0,"No","No","No","Yes","No","No" +2110415,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1461169,0,8,0,10,13,16,0,1,6,13,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3188163,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2940057,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1410431,80,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3085558,106,8,0,0,0,0,0,2,2,4,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1668394,0,9,0,11,16,21,1,3,8,10,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1272155,6,8,0,60,90,90,13,29,47,49,11,"No",0,0.51,0.4,0,"Yes","No","No","Yes","No","Yes" +1844863,2,9,0,8,8,12,3,9,17,25,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1135570,0,2,0,80,80,80,0,0,0,0,1,"No",0,0.97,0.99,0,"Yes","No","Yes","Yes","No","No" +1637643,102,13,0,0,0,0,0,0,0,1,2,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +1128957,26,4,0,0,0,0,0,0,2,2,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2072700,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1571545,2,8,0,2,3,4,0,2,2,2,0,"No",0,0.51,0.75,0,"No","No","No","Yes","No","Yes" +1572716,28,8,0,0,0,0,0,1,2,4,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1922576,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1783575,2,12,0,0,1,2,2,3,6,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1943602,210,8,14,0,0,0,15,48,107,178,7,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1522552,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1931408,0,8,0,46,76,112,5,33,52,73,6,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3091140,568,2,378,816,1824,2976,321,1056,1835,2520,516,"No",0,1,1,0,"No","No","No","Yes","No","No" +1166677,31,3,15,0,0,0,0,1,16,17,1,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1138172,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1897171,213,4,186,233,456,632,105,316,545,791,50,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1472871,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1161492,39,4,0,0,0,0,0,2,2,2,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2270550,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.15,0,"Yes","No","No","Yes","No","No" +1533280,1,9,0,4,6,6,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3150461,59,2,3,120,240,384,41,138,233,322,36,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +2014150,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2070061,0,9,0,2,3,4,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1278319,90,6,150,182,351,535,45,181,345,567,52,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1843551,10,2,0,0,0,16,1,3,8,12,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1915780,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1430997,18,8,0,19,31,47,4,12,40,67,4,"No",0,0.31,0.41,0,"No","No","No","Yes","No","No" +1345735,46,8,0,6,42,72,4,19,45,66,5,"No",0,0.08,0.05,0,"No","No","Yes","Yes","No","No" +1693993,4,2,0,0,10,10,0,0,0,0,0,"No",0,0.42,0.35,0,"No","No","No","Yes","No","No" +1911084,0,8,0,17,17,22,0,3,8,16,0,"No",0,0.46,0.45,0,"No","No","No","Yes","No","Yes" +1796415,2,2,0,0,2,3,2,3,5,6,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +3031246,12,8,0,0,5,15,2,6,14,18,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2012850,0,8,0,5,8,11,3,5,8,10,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2933414,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1523732,1,9,0,1,2,3,0,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2251347,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1425932,22,2,0,0,0,0,0,0,0,3,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1267370,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.67,0,"No","No","No","Yes","No","No" +1131119,168,12,0,282,282,708,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1441280,0,2,0,21,34,41,0,1,2,2,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +1502411,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2155251,17,12,0,24,54,72,6,18,36,38,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2159095,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3275984,430,4,173,237,632,869,46,260,613,913,58,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2886914,4,8,0,0,0,0,2,2,4,5,1,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1996602,58,2,0,0,0,0,0,0,0,10,2,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +2019418,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +1263126,304,16,108,90,234,360,59,180,378,586,80,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1902734,284,8,0,0,0,0,6,14,39,55,29,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1267127,19,3,0,0,0,0,7,14,26,39,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1303001,2,8,0,5,5,7,2,3,7,10,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2257255,5,8,0,15,15,30,5,11,20,27,2,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +2142107,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2973355,24,12,0,0,0,0,1,5,16,25,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1545413,4,8,0,5,5,5,1,2,6,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1202562,5,8,0,0,6,12,1,4,9,16,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1874464,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1693871,122,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1305860,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +3048295,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1222842,0,9,0,17,29,37,15,27,40,45,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +2970305,1,8,0,0,0,0,1,1,2,3,2,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1358015,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1938128,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1825137,0,0,0,14,26,38,8,15,28,42,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1311359,-1,9,0,49,70,98,5,32,61,81,23,"No",1,0.5,0.39,2,"Yes","No","Yes","Yes","No","Yes" +2238647,1,4,4,4,4,4,0,0,4,4,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1174073,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1722730,20,8,0,0,0,0,0,2,6,10,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1791291,137,8,23,60,180,300,35,90,201,310,45,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1571871,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2193533,98,2,0,0,0,0,0,0,2,2,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1403565,0,8,0,0,0,0,0,0,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2090727,112,8,0,43,86,130,19,82,141,211,25,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +3270587,239,8,0,0,0,0,5,22,38,61,3,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1164754,15,8,0,0,0,0,0,0,2,4,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2247266,9,9,0,0,3,9,1,10,18,22,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2922924,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1454407,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1916215,1033,52,0,0,0,0,12,42,68,92,18,"No",0,0.97,0.94,0,"Yes","No","Yes","Yes","No","No" +1412663,1,4,0,1,2,3,0,1,1,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1486394,17,8,0,169,294,400,33,138,271,417,27,"No",0,0.79,0.66,1,"No","No","No","Yes","No","Yes" +1231382,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","No" +1164188,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2117850,1712,8,288,1584,2880,4032,1757,5658,9342,14307,1528,"No",0,-99,0.44,0,"No","No","No","No","No","No" +2114494,101,8,0,200,300,400,38,107,185,281,61,"No",0,0,0,0,"No","No","No","Yes","No","No" +2215925,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1216078,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1167177,22,8,1,43,63,99,9,41,74,97,24,"No",0,0.92,0.95,1,"No","No","No","Yes","No","No" +1964168,92,2,0,0,0,0,12,39,53,56,4,"No",0,0.82,0.82,0,"Yes","No","No","Yes","No","No" +1713761,6,2,8,28,56,70,11,21,33,91,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1361644,63,2,0,0,0,0,1,4,5,9,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1618607,7,4,0,0,0,0,1,3,6,8,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2133672,805,12,21,0,0,0,28,104,465,898,85,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3207690,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1813491,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1442389,5,8,0,0,0,0,1,4,6,9,0,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +1297920,-2,2,8,148,300,484,40,136,272,342,0,"No",0,0.61,0.62,2,"No","No","No","Yes","No","Yes" +3044344,98,8,0,54,166,223,13,57,128,206,22,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1820716,14,13,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1323334,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1576137,6648,6,1404,11604,23532,35880,10516,25726,52263,87824,2327,"No",0,0.74,0.5,0,"No","No","No","Yes","No","No" +3232592,123,8,30,215,411,591,120,287,510,759,62,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2188298,97,12,3,8,63,119,13,70,134,205,17,"No",0,0.06,0.08,0,"No","No","No","Yes","No","No" +2310715,6,8,0,8,8,8,0,1,4,6,0,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +2804908,330,8,81,2060,2540,2860,259,549,884,1916,270,"No",120,0.82,0.81,0,"No","No","No","Yes","No","No" +1998177,0,8,0,3,5,6,1,2,4,4,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +2113996,0,2,0,60,60,80,0,0,0,0,0,"No",0,0.22,0.27,0,"No","No","No","Yes","No","Yes" +1345035,3,12,0,30,55,70,2,14,33,51,0,"No",0,0.07,0.27,0,"No","No","No","Yes","No","Yes" +1597327,233,2,60,480,1050,1620,177,522,1007,1426,147,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1598876,1309,8,204,1052,2433,3535,649,1732,3731,6718,705,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1166024,183,2,3,183,352,533,8,10,10,10,36,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +3098375,2036,2,11,0,0,0,27,108,234,361,44,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3161663,158,NA,0,0,0,0,0,2,4,6,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1917901,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1137256,0,2,0,859,1552,1971,0,0,0,0,67,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +1323263,105,15,4,72,72,144,12,46,88,128,25,"No",0,0.33,0.52,0,"No","No","Yes","Yes","No","No" +1625200,308,8,144,268,556,844,111,389,821,1287,98,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1870120,2,2,0,1,2,4,0,2,3,4,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2104349,9,8,1,0,0,4,0,1,6,6,2,"No",0,0.73,0.86,0,"No","No","No","Yes","No","No" +3028720,30,8,0,22,44,77,9,28,64,84,7,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +3068681,17,9,30,4,31,51,1,21,34,36,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2086921,1,8,0,1,2,3,3,3,4,6,0,"No",0,0.07,0.14,0,"No","No","No","Yes","No","Yes" +2120524,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1360368,20,2,1,39,89,139,11,32,48,56,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +3050508,3,8,0,0,0,0,0,1,2,2,1,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +1169128,8,2,0,6,12,18,1,4,6,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1639728,46,8,0,0,0,0,1,3,6,15,3,"No",0,1,0.99,0,"No","No","No","No","No","No" +1762457,117,2,0,288,504,648,96,257,475,712,124,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +2245324,98,8,0,0,0,0,0,3,4,5,2,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +2810956,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.9,0,"Yes","No","No","Yes","No","No" +1113268,0,8,0,2,3,4,1,2,3,3,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1130561,53,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2982538,26,3,0,0,0,0,0,5,5,5,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2113171,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1117327,99,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3268686,1387,12,0,0,0,0,37,38,42,218,13,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1881335,43,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1240522,18,2,0,6,21,36,9,18,21,21,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1484671,2,8,0,5,25,45,0,10,35,43,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","Yes" +1887784,72,4,0,0,0,0,0,11,31,53,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1192991,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3056451,8,8,0,0,0,0,0,3,5,5,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1596626,46,8,0,0,0,0,1,6,10,35,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1961898,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2077361,26,8,9,28,55,82,12,34,64,93,15,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1391346,246,52,0,0,0,0,8,36,82,141,24,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2009088,0,8,0,16,16,20,2,14,21,23,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2253787,6,8,0,9,18,36,0,8,17,25,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1996320,8,2,0,32,48,80,5,16,26,41,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +3156072,8,8,0,0,0,0,1,5,6,9,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1656937,194,8,0,0,0,0,0,6,13,35,1,"No",0,0.58,0.57,0,"No","No","Yes","No","No","No" +1301962,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +2949636,482,12,0,0,0,0,0,13,18,18,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3212071,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3219417,3,2,0,5,5,5,0,0,0,0,0,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1687643,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1252410,0,8,0,9,15,20,2,23,23,33,1,"No",0,0.95,0.94,0,"No","No","No","Yes","No","Yes" +1249484,6,4,0,5,13,20,1,6,11,20,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1198894,0,2,0,6,9,9,0,0,0,0,1,"No",0,0.94,0.86,0,"Yes","No","No","Yes","No","No" +1757026,80,8,2,29,99,155,15,45,123,183,26,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2984960,15,8,0,7,20,29,4,9,14,33,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2067248,23,8,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1355479,10760,8,240,0,0,0,370,2090,3112,4385,748,"No",0,1,1,0,"No","No","No","Yes","No","No" +3216674,7,2,0,0,0,0,0,1,4,4,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1634291,81,8,18,63,153,252,27,108,226,358,26,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +1586468,74,2,0,33,99,132,27,62,186,254,42,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +1378227,1,8,0,2,3,5,2,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1904618,393,8,136,1031,1861,2765,282,955,2041,3118,654,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1260465,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2309240,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +2261664,37,8,10,60,100,140,18,44,96,163,6,"No",10,0.34,0.68,0,"No","No","No","Yes","No","No" +1696980,4,8,0,0,0,0,0,0,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2075855,581,4,0,0,0,0,20,20,23,26,13,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +2873483,29,2,0,0,0,0,3,8,12,30,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1329474,4896,NA,0,0,0,0,0,5,10,15,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1555867,13,2,0,15,30,45,3,27,46,57,0,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1236474,-8,2,13,27,34,34,14,40,40,40,0,"No",0,0.98,0.98,8,"No","No","No","Yes","No","Yes" +2987010,21,2,0,0,0,1,0,6,8,8,2,"No",0,0.66,0.66,0,"Yes","No","No","Yes","No","No" +2191632,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1313149,402,8,0,0,0,0,1,9,22,32,98,"No",0,0.72,0.74,0,"No","No","No","Yes","No","No" +1393007,0,8,0,2,2,3,2,2,3,6,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1323608,34,8,0,15,45,75,4,23,57,80,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2938488,0,8,2,6,9,15,2,7,13,18,0,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +3111887,11,2,0,0,0,0,2,4,4,5,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1948578,4677,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2166831,2,2,0,1,3,4,1,2,3,6,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3067452,603,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +2177473,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1911072,29,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1421727,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2254119,3139,2,1227,1500,4500,6000,650,2235,4203,6401,635,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3009005,19,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1354495,4,8,0,0,0,0,0,0,4,7,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1148442,2,12,0,20,30,60,1,11,28,32,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","Yes" +1951130,2,2,1,1,1,1,1,3,5,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2039714,28,30,0,0,4,11,4,14,26,31,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2182985,5,8,0,0,0,0,0,1,2,3,0,"No",0,0.95,0.98,0,"Yes","No","No","Yes","No","No" +1313632,51,2,0,0,100,100,13,48,71,102,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3068733,18,2,0,0,0,0,0,0,3,3,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2862999,51,8,10,54,108,162,17,59,99,200,25,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2957873,1,8,0,2,3,5,0,1,4,4,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","Yes" +1284743,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2260016,44,8,0,0,0,0,3,11,22,39,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1347278,0,2,0,30,30,30,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1943733,28,8,2,2,22,42,1,9,29,58,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2992283,181,52,0,0,0,0,0,3,6,7,1,"No",0,1,0.93,0,"Yes","No","No","No","No","No" +2154393,80,8,0,1250,1250,1250,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1800829,9,8,0,0,0,0,1,1,2,2,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +2931148,7,8,0,50,50,50,1,6,14,19,3,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1636640,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3095429,149,8,0,250,450,600,51,168,363,591,64,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1522883,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.83,0,"Yes","No","No","Yes","No","No" +1169591,1,8,0,18,36,63,5,18,35,44,4,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +1941131,10,8,0,0,0,0,0,1,5,6,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2872894,5647,NA,5,0,0,0,12,42,92,113,21,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1540432,1,8,0,1,1,2,1,1,1,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1574059,4995,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2288739,43,8,0,0,0,0,0,1,1,1,1,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1189511,4,8,0,0,0,0,0,0,1,5,2,"No",0,0.84,0.78,0,"No","No","No","Yes","No","Yes" +3218347,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1503731,4,9,0,1,3,4,2,2,4,5,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2186716,3,8,0,264,264,264,1,2,11,17,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","Yes" +2308220,0,2,0,13,23,33,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","Yes" +2154344,-1,9,0,7,10,12,0,2,10,11,5,"No",0,0.7,0.66,1,"No","No","Yes","Yes","No","No" +3122037,19,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3114929,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.85,0,"Yes","No","No","Yes","No","No" +1347655,7,9,0,5,9,13,2,5,10,14,3,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1551437,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","No","No","No" +2093581,28,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1573461,0,2,0,146,206,206,3,6,6,6,11,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1632913,11,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2132189,277,8,0,0,0,0,2,3,7,9,3,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1902223,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1603935,1,9,0,21,35,63,0,13,26,28,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1453443,55,8,0,0,0,4,4,18,25,39,13,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +2114527,0,8,0,86,129,215,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","Yes","Yes","No","No" +1734606,55,16,11,414,792,1224,109,349,617,799,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1327336,661,NA,0,0,0,0,6,23,51,70,36,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1738328,10,8,0,43,69,96,16,44,69,106,0,"No",6,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3007540,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1450669,113,8,0,0,0,0,0,7,7,7,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +1546233,5,9,0,5,15,20,7,9,12,17,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1283608,9,2,0,0,0,6,1,14,22,27,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1803608,0,12,1,5,9,12,3,7,11,16,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2897063,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1625322,5,10,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2820696,151,52,0,0,0,0,9,26,43,58,0,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +1845263,1,8,0,24,36,48,2,10,21,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1246513,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1139332,-195,8,153,1667,2777,4052,488,1280,2293,3750,225,"No",45,0.43,0.46,241,"No","No","No","Yes","No","No" +2313387,2,NA,0,0,0,1,0,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1729874,5306,2,0,0,0,0,60,122,263,392,71,"No",0,0.83,0.83,0,"No","No","Yes","Yes","No","No" +1984855,49,8,0,95,175,255,17,89,210,356,3,"No",0,0.64,0.64,0,"No","No","Yes","Yes","No","No" +1207160,5,2,0,0,0,0,0,0,3,3,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3216703,5,4,0,0,0,1,0,0,2,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1614366,27,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1154751,23,16,0,12,24,36,7,25,39,48,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","Yes" +2219033,323,8,117,306,702,1188,117,432,976,1318,137,"No",0,0.75,0.39,0,"No","No","No","Yes","No","No" +2064351,2,10,0,0,0,0,0,0,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2009111,0,9,1,2,3,4,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2012632,6,8,0,0,0,2,0,1,3,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1428588,21,8,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2993547,3,8,0,0,1,2,0,1,2,3,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +1381974,74,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1434051,190,4,47,101,243,352,33,126,260,398,31,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2867612,94,12,0,0,0,0,0,0,2,4,1,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1499591,974,8,118,0,0,0,77,271,585,861,121,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2943951,29,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1923099,5,4,0,120,120,120,5,6,6,6,1,"No",0,0.57,0.69,0,"Yes","No","No","Yes","No","Yes" +1604922,678,6,288,676,1611,2111,325,1113,2352,3439,368,"No",0,0.74,0.5,0,"No","No","No","Yes","No","No" +1569276,4,8,4,4,12,20,2,3,5,12,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3185864,5301,6,74,2173,5121,8923,813,3610,6996,11445,916,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1487599,116,9,0,0,0,0,2,3,4,11,1,"No",0,0.89,0.91,0,"No","No","Yes","Yes","No","No" +3172145,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +3101592,6,2,0,10,20,40,2,8,25,35,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1559389,10,9,0,7,15,21,4,12,32,46,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1908441,1,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1455092,346,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1840342,0,4,7,12,23,23,2,6,10,16,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1152718,61109,2,10,0,6500,32500,43,96,166,300,42,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1713266,33,8,0,0,0,0,0,0,0,5,0,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +1227353,6,4,0,0,0,0,1,1,2,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1469044,2,8,0,2,5,7,0,3,3,6,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1310300,0,2,0,11,17,19,0,0,0,0,0,"No",0,0.5,0.34,0,"No","No","No","Yes","No","Yes" +2053457,3,8,2,2,5,8,2,5,10,15,2,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +3033747,167,8,7,0,0,0,4,18,40,70,23,"No",0,0.98,0.84,0,"No","No","No","Yes","No","No" +1896963,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +2201791,182,12,0,0,0,0,1,3,10,20,2,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3141162,2,2,2,9,17,25,7,12,12,12,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1184897,30,8,0,0,0,0,1,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1334214,3,10,0,56,92,134,9,40,90,132,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2142502,6,5,0,15,15,15,0,0,0,0,0,"No",0,0.5,0.5,0,"Yes","No","No","Yes","No","Yes" +3151769,9,8,0,10,30,40,2,11,28,41,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3257137,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3040385,5,8,0,50,77,104,26,30,75,90,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2037155,16,9,0,0,0,0,0,3,5,7,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3047951,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3132184,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3114656,3,2,0,0,0,0,0,0,1,1,1,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +1125114,9,14,0,0,0,0,2,9,16,24,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1860232,3,8,1,3,6,9,1,3,7,14,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1647421,17,52,0,0,0,0,0,1,2,3,1,"No",0,0.65,0.85,0,"Yes","No","No","Yes","No","No" +1571292,3,8,0,4,4,8,1,2,4,6,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2835012,86,8,0,0,0,0,1,1,1,1,2,"No",0,0.27,0.47,0,"No","No","No","Yes","No","No" +1498879,161,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1489946,451,12,0,0,0,0,2,5,14,29,8,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1791163,28,2,0,24,64,96,13,32,81,114,8,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1175382,3,8,0,1,2,4,0,1,3,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2846750,139,2,0,0,450,450,19,117,454,500,13,"No",0,1,1,0,"No","No","No","Yes","No","No" +1774656,19,14,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2853384,16,9,0,0,0,6,0,4,11,20,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1960885,23,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.17,0,"No","No","No","Yes","No","No" +1633200,31,8,0,0,0,0,0,1,3,3,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1295326,8,8,0,0,4,8,1,3,6,8,0,"No",0,0.59,0.56,0,"No","No","Yes","Yes","No","No" +1504622,2,9,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1360413,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1717763,255,8,166,0,100,200,56,140,279,495,49,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +1194832,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2311994,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1493869,70,11,4,110,208,292,43,90,155,267,25,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +3076531,0,8,0,46,81,111,13,41,62,66,0,"No",7,0.78,0.75,0,"No","No","No","Yes","No","Yes" +1352819,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2836399,399,8,0,0,0,0,3,15,26,45,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2064967,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1868328,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2062763,30,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1499601,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1777164,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1379367,3,2,0,5,12,19,0,0,0,1,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1708994,53,2,0,0,0,0,0,0,0,1,0,"No",0,0.56,0.47,0,"Yes","No","No","Yes","No","No" +2176338,18,8,0,0,0,0,0,0,0,0,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1632397,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.52,0.63,0,"No","No","Yes","Yes","No","No" +2923763,62,8,0,0,0,0,3,5,10,13,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1791704,4,9,0,0,0,0,2,7,11,15,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1247260,5,8,0,10,10,10,1,6,8,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1734460,3,2,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1537441,0,4,4,5,6,6,0,0,0,0,0,"No",1,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1882285,47,8,0,24,24,36,5,22,53,71,18,"No",0,0.88,0.9,0,"No","No","Yes","Yes","No","No" +1965883,16,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1500601,39,17,0,160,387,671,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1968768,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1755134,47,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1902089,0,2,0,5,7,11,2,6,10,11,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2067826,9,8,0,14,26,41,7,23,46,72,0,"No",5,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1516042,4,8,0,12,12,12,2,4,9,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3059592,12,12,0,0,1,5,1,3,7,10,2,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3213414,17,8,15,0,0,15,0,8,13,17,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2059970,154,8,37,667,1047,1427,147,387,558,808,186,"No",0,0.07,0.07,0,"No","No","No","Yes","No","No" +2138081,7,8,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1570718,0,9,0,2,2,2,0,0,1,2,0,"No",2,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2919915,0,2,2,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"Yes","No","Yes","Yes","No","No" +3266618,3199,8,2750,8000,14000,19500,0,0,0,0,0,"No",750,0.18,0.09,0,"No","No","No","Yes","No","No" +2909318,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2893817,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1576020,752,8,25,0,0,0,31,101,208,325,42,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1604832,0,8,0,5,6,6,0,0,0,0,0,"No",1,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2910290,0,2,0,20,44,72,20005,20033,20065,20085,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1889439,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1658129,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1622509,34,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1231877,703,8,324,576,672,1152,139,431,895,1410,218,"No",288,0,0,0,"No","No","Yes","Yes","No","No" +1437919,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1842067,5080,2,50,0,0,6000,608,1332,2299,4011,627,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1352946,4124,2,15,3700,3700,5200,650,3807,6956,10601,762,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1877689,5,4,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3142791,19,8,5,110,174,222,52,101,142,192,44,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1389184,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2878839,56,8,13,36,72,90,9,30,63,105,21,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1788603,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2235721,36,8,0,0,0,0,0,1,1,1,4,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1470972,100,8,16,144,256,384,45,126,277,407,45,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1315299,55,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1504142,330,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2874461,0,8,0,15,29,47,5,9,9,9,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +3081208,1,8,0,10,15,20,4,6,9,12,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1221926,3,8,0,11,17,21,5,10,18,23,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2078565,1633,8,2,100,200,200,50,97,213,290,44,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2136130,244,2,60,687,1485,2304,91,371,867,1862,101,"No",42,0.93,0.87,0,"No","No","No","Yes","No","No" +1115839,333,8,103,640,1296,1888,169,529,1065,1688,163,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1692860,5,8,2,10,18,28,5,14,22,27,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1361405,646,8,13,0,0,1000,71,218,506,707,79,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1325330,119,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2999974,1880,8,0,0,0,0,0,22,46,58,6,"No",0,0.9,0.93,0,"No","No","Yes","Yes","No","No" +3092400,31,4,0,0,0,9,6,11,24,42,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1419386,23,8,33,67,97,142,27,71,119,185,41,"No",0,0.96,0.96,1,"No","No","No","Yes","No","No" +1927055,1,9,0,14,23,31,3,9,15,19,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1126091,8,12,1,8,8,8,1,5,12,17,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3090648,108,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3060177,11,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1414887,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1124352,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1904570,3,4,3,14,26,36,2,9,18,28,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +3119237,22,8,0,0,11,11,3,9,28,35,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2118581,37,8,15,30,61,87,13,38,68,112,68,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1339557,68,2,0,0,0,0,5,16,26,31,3,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1949787,31,NA,0,0,0,0,6,6,9,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2268395,70,8,14,60,144,215,16,72,160,221,50,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +1168060,96,NA,0,0,0,0,0,1,4,5,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1511039,0,2,0,30,50,80,5,20,29,34,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1278942,4216,2,0,2000,2000,2000,359,1015,1975,3469,345,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3010644,23,9,1,0,0,7,2,5,22,39,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3003650,12,8,0,0,0,0,1,1,1,1,2,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2803764,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2813206,1,9,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +2919228,10,9,6,0,0,3,1,5,10,15,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1740754,101,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1895824,1,8,0,7,10,13,1,4,8,12,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1174195,0,2,1,33,33,33,1,2,5,5,0,"No",0,0.33,0.29,0,"Yes","No","No","No","No","Yes" +1661007,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1740679,3,2,0,2,2,2,0,0,2,4,1,"No",0,0.98,0.95,0,"Yes","No","No","No","No","No" +1688848,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +3032690,7,12,0,0,0,0,3,10,22,29,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +3268452,90,2,35,140,280,420,73,192,312,449,49,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2010759,28,15,0,0,10,20,4,23,34,37,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +3041483,143,8,0,0,0,0,5,11,16,34,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2101815,32,8,0,0,0,0,0,0,0,0,2,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +3199559,104,2,6,120,280,420,49,136,265,383,42,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1506882,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","No" +3239839,1,12,1,1,1,2,0,1,3,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1365630,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2882247,2770,12,456,3744,3744,3744,282,4529,5764,7200,240,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1735865,4,8,0,264,264,264,0,3,11,17,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1702831,2,2,0,1,2,3,1,1,2,2,0,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","Yes" +2157040,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3189615,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3096075,0,8,0,7,9,13,1,5,7,11,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +2862952,122,8,0,0,0,0,0,1,1,2,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1498224,9,12,6,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1671906,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1775697,25,8,0,0,25,25,2,15,32,56,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1730286,0,9,0,1,1,1,0,0,1,3,1,"No",0,0.43,0.45,0,"Yes","No","Yes","No","No","Yes" +1891854,81,12,0,0,0,0,0,0,10,12,4,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1246893,3,8,0,0,2,3,2,2,6,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2099927,53,12,6,116,188,256,35,116,209,302,13,"No",12,0.66,0.67,0,"No","No","No","Yes","No","No" +1949690,172,52,0,0,0,0,5,17,36,57,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1523002,4,8,0,0,25,25,1,2,3,6,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1468844,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1916026,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1254333,5,4,0,0,0,0,0,1,1,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1322551,2,9,0,4,5,6,1,9,13,17,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2006450,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"Yes","No","No","Yes","No","No" +1629695,88,8,0,95,191,263,18,85,197,335,26,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1770133,2,10,0,7,15,23,2,7,17,23,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +2989307,2,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1468672,180,52,0,0,0,0,0,3,8,10,0,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +3207947,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2192170,16,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1792056,169,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.95,0,"No","No","Yes","Yes","No","No" +2877159,146,NA,0,0,0,0,0,1,1,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1138115,13,8,0,0,24,40,8,25,55,66,3,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +2840516,1,9,1,14,21,28,7,13,17,21,3,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +3268992,5,8,0,0,5,7,2,4,9,19,3,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2080566,1744,2,0,0,0,0,24,37,61,77,12,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2221390,22,2,0,0,0,0,52,121,131,140,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1681927,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.85,0,"No","No","No","Yes","No","No" +3265434,6,15,0,5,5,5,1,2,6,7,0,"No",0,0.06,0.09,0,"No","No","No","Yes","No","No" +1610080,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3153789,136,14,0,48,60,72,16,55,120,244,93,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1410083,0,8,0,43,43,43,3,10,27,41,9,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +2142980,348,12,12,140,420,560,69,202,404,712,77,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2273987,3,8,0,2,2,2,2,5,9,9,1,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","Yes" +3081998,114,9,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2063031,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3113949,0,4,0,4,7,8,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3145688,72,8,16,16,64,112,5,45,126,164,19,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3194885,1,8,0,2,2,2,0,0,2,2,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2136096,168,12,0,0,0,0,0,1,6,11,2,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1127641,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","No" +2196080,9,8,0,3,9,15,2,7,20,24,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2943688,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1241676,0,8,0,3,3,3,0,0,0,1,0,"No",0,0.01,0.2,0,"No","No","No","Yes","No","No" +1986613,0,12,0,4,4,4,1,6,7,9,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2875272,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1795748,793,8,40,0,250,750,120,391,694,1122,115,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2222824,8,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2084453,1808,8,150,270,1350,1890,218,689,1535,2554,333,"No",0,1,1,0,"No","No","No","Yes","No","No" +1993851,113,0,15,602,1204,1204,178,413,786,1169,242,"No",0,0,0,2,"No","No","No","No","No","No" +2017395,9,8,0,0,0,0,1,1,4,7,1,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1270036,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +1288011,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"Yes","No","No","Yes","No","No" +1944847,271,12,0,0,0,0,1,3,7,7,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1516367,18,2,0,0,0,0,0,0,1,1,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2839041,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2906615,176,4,94,700,1180,1732,215,678,1082,1477,140,"No",0,0.87,0.91,6,"No","No","No","Yes","No","No" +1970055,180,8,2,0,0,0,22,82,103,160,143,"No",0,0.77,0.59,0,"No","No","No","Yes","No","No" +2848750,170,8,9,388,388,596,62,183,365,574,61,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1826839,349,2,0,0,0,0,2,2,6,10,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1962560,207,8,35,1218,1938,2568,228,697,1331,2028,184,"No",90,0.97,0.94,0,"No","No","No","Yes","No","Yes" +3172901,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3067876,1675,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1888026,59,8,0,0,16,28,4,13,31,59,13,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1373355,0,8,0,7,7,7,0,1,4,4,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1857963,2,8,0,9,9,18,5,13,22,26,4,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +1888426,274,8,11,0,72,144,21,83,168,287,55,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2021163,0,3,0,12,12,12,0,1,1,5,1,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +3009017,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1746947,1,8,0,100,100,100,4,45,56,65,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1626692,6,8,0,0,0,0,0,0,1,2,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1646572,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +2959041,2,2,0,27,27,27,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +1560218,558,2,256,1367,2667,4057,255,255,255,255,329,"No",0,0.91,0.68,0,"No","No","No","Yes","No","No" +2889640,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1593402,0,8,0,10,15,15,10,13,18,27,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +3113274,20,9,1,33,63,90,5,27,65,95,5,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +1983687,0,4,0,23,35,36,2,2,2,2,0,"No",0,0.63,0.72,2,"Yes","No","Yes","Yes","No","Yes" +2241873,17,2,0,20,40,60,3,17,29,46,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","Yes" +3238546,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +3174105,75,8,0,0,32,64,8,32,68,121,14,"No",0,0.74,0.71,0,"No","No","No","Yes","No","No" +1828291,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1155070,10,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1478525,5,2,0,14,22,32,9,33,51,51,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +3201364,-11,8,0,924,1620,2472,171,680,1361,1876,142,"No",48,0.31,0.2,31,"No","No","No","Yes","No","Yes" +1878286,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2084210,51,4,0,0,0,0,0,2,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1572668,4,8,0,7,14,14,2,7,14,17,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1157027,12,2,0,4,7,7,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","Yes","Yes","No","No" +1820629,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3071564,12,4,0,0,4,8,0,1,12,18,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1700579,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1363759,1,8,0,8,12,16,5,8,14,22,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +1492035,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +3244896,13,8,0,0,0,0,0,1,4,13,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1871939,29,8,0,0,0,0,1,4,4,4,1,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +1560224,0,2,4,0,6,6,0,0,0,0,0,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +3101576,572,8,3,120,240,360,49,127,258,414,191,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2925445,80,8,31,429,781,1037,43,173,572,963,46,"No",64,0.51,0.6,0,"No","No","No","Yes","No","No" +1666595,81,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2233101,2,2,4,0,4,4,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1286159,1,2,0,12,12,12,1,4,4,4,0,"No",0,0.36,0.16,0,"Yes","No","No","Yes","No","Yes" +1352411,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1726293,102,9,12,0,75,75,20,51,93,151,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2071992,12,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1650281,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3158737,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3000485,1,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +3210308,6,8,0,15,33,50,3,16,32,40,0,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +2271422,13,8,0,0,0,0,5,8,11,13,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1217733,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2237092,27,4,0,638,974,1226,127,361,649,955,249,"No",72,0.73,0.76,6,"No","No","No","Yes","No","Yes" +1230253,582,8,0,0,0,0,3,13,17,24,3,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +2183207,5,12,0,0,0,0,1,1,2,6,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2146014,12,8,0,0,0,0,0,1,4,4,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1637020,21,4,3,109,109,109,4,12,16,17,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +2202055,-7,8,1,38,38,38,3,12,16,35,11,"No",0,0.79,0.67,8,"No","No","No","Yes","No","Yes" +3178724,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +2077798,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1672718,0,0,0,2,4,6,2,2,3,5,0,"No",0,0,0,0,"No","No","No","No","No","Yes" +1598027,25,4,525,0,0,0,30,172,292,332,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2154091,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1600085,0,2,0,30,30,30,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1915841,892,8,349,816,1638,2772,234,1038,2255,3428,335,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1119866,17,NA,0,0,0,0,0,0,4,7,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1746534,0,8,3,0,0,0,4,7,8,10,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +2112436,143,8,0,0,0,0,3,6,18,21,6,"No",0,0,0,0,"Yes","No","No","No","No","No" +1838767,106,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3109607,85,12,0,0,0,0,0,0,1,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1284987,14,2,0,30,60,120,7,31,47,76,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3021085,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.36,0.54,0,"No","No","No","Yes","No","No" +1851873,36,9,0,0,0,8,1,5,31,36,4,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3050706,33,8,0,0,0,0,4,13,66,69,7,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +1509025,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1732935,90,8,0,0,0,0,1,11,17,24,5,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1359565,39,8,0,0,0,0,2,16,23,37,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3197654,7,8,0,14,22,38,3,9,13,18,2,"No",0,0.8,0.88,0,"No","No","No","Yes","No","No" +1798548,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1802149,1,12,1,0,0,0,0,0,1,1,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2236880,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1792654,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.16,0.16,0,"No","No","No","Yes","No","No" +2145919,187,2,0,0,0,0,0,1,5,44,1,"No",0,0.72,0.76,0,"No","No","Yes","Yes","No","No" +1499268,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1698238,0,2,0,16,17,17,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +1307202,6,9,0,12,12,24,5,11,21,35,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1785811,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +2879779,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1652743,39,NA,4,0,0,0,16,38,69,116,53,"No",0,-99,-99,0,"No","No","No","No","No","No" +1197285,241,8,0,0,0,0,0,2,2,2,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2169632,-7,17,0,27,27,27,0,13,39,41,3,"No",0,0.82,0.84,7,"No","No","No","Yes","No","Yes" +1805791,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1319449,1468,2,747,3590,6980,10360,875,2695,5400,8372,1577,"No",320,0.64,0.77,0,"No","No","Yes","Yes","No","No" +1400435,5,2,0,25,25,25,0,0,0,0,0,"No",0,0.25,0.2,0,"Yes","No","Yes","Yes","No","No" +1629147,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3140501,3,2,0,0,5,5,0,1,4,6,2,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1478139,0,9,0,2,2,3,0,0,2,3,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1293252,3,2,0,9,9,9,0,0,0,0,0,"No",0,0.75,0.89,0,"Yes","No","No","Yes","No","No" +2824831,1,4,10,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2163503,100,4,50,0,0,0,0,12,33,54,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2059293,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +3106863,116,8,0,0,0,0,15,45,72,118,17,"No",0,0.55,0.4,0,"No","No","No","Yes","No","No" +1601277,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1829195,0,2,0,36,47,47,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1697753,2,8,0,35,55,70,7,16,29,45,2,"No",3,0,0,0,"No","No","No","Yes","No","Yes" +2927065,48653,8,14624,10546,10546,20946,9817,27840,43063,64044,24100,"No",40,0.32,0.21,0,"No","No","No","Yes","No","No" +1763252,13,4,0,0,0,0,8,22,23,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2990423,365,8,189,375,699,1023,168,517,990,1516,257,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1254005,590,8,44,1000,1000,1000,126,321,608,893,154,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1857164,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2257401,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.66,0,"Yes","No","No","Yes","No","No" +1855547,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1237194,7,8,0,4,4,6,0,2,2,6,0,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +2013214,285,2,21,0,0,0,23,72,126,172,24,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3203342,-39,8,17,1488,2118,2883,284,797,1396,2067,210,"No",135,0.86,0.89,39,"No","No","No","Yes","No","Yes" +2943545,30,2,0,0,0,0,0,3,7,12,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2181669,1,2,0,10,10,10,2,2,3,3,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","Yes" +1573980,6,8,6,66,118,172,18,97,158,241,13,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1952663,15,2,0,0,0,0,0,1,7,13,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3026255,123,8,0,0,0,0,5,16,26,35,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1377791,7,8,0,0,0,0,0,0,1,3,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +1519317,147,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1442063,33,8,20,40,90,160,33,91,166,213,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1714997,49,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1504816,17,9,0,0,0,0,0,0,1,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1406899,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1713631,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1440542,1,12,0,1,2,3,1,1,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2145041,96,NA,0,0,0,0,1,2,3,3,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3037381,36,2,0,0,0,0,0,0,0,0,1,"No",0,0.12,0.06,0,"Yes","No","No","Yes","No","No" +1583382,23,8,0,4,4,4,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2004542,0,8,0,14,23,33,2,8,17,23,0,"No",3,0,0,0,"No","No","Yes","Yes","No","Yes" +1615909,2,2,0,1,3,4,1,2,2,3,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1132181,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.47,0.62,0,"No","No","No","Yes","No","No" +3071371,4,2,0,9,9,9,0,0,0,0,0,"No",0,0.59,0.79,0,"Yes","No","No","Yes","No","No" +1327247,1,8,0,15,36,43,1,16,28,39,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2032721,2,2,1,0,0,0,2,6,6,6,0,"No",0,0.64,0.39,0,"Yes","No","No","Yes","No","No" +3201279,9,8,0,50,50,50,3,11,34,40,0,"No",0,0.57,0.42,0,"No","No","Yes","Yes","No","No" +2099410,933,2,0,0,0,0,4,23,33,146,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2904047,0,2,0,14,14,14,0,0,0,0,0,"No",0,0.05,0.04,0,"Yes","No","Yes","Yes","No","No" +2813608,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3070298,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3111807,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1857761,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3266204,50,8,0,53,53,87,5,28,53,89,16,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1723855,29,9,0,4,24,40,2,11,17,38,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1583127,7,2,0,0,17,26,9,27,73,85,0,"No",0,0.84,0.76,0,"No","No","No","Yes","No","Yes" +1996695,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3107119,0,2,0,10,10,10,2,6,6,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3262357,3,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2207361,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1174272,45,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1908600,4913,52,4,0,0,0,13,35,77,111,17,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3249372,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1960091,286,NA,0,0,0,0,14,37,47,49,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +3071266,8791,8,0,4200,11900,18900,380,4690,8593,13079,1459,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +2243911,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1193020,24,4,0,0,15,24,3,12,32,40,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3025234,0,12,0,30,30,30,0,0,0,2,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2934840,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2905308,729,2,0,0,0,0,4,8,15,21,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +2215438,0,4,0,5,11,15,4,8,17,21,1,"No",0,1,0.91,0,"No","No","No","Yes","No","Yes" +1862029,72,12,0,68,297,435,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +1288297,179,NA,0,0,0,0,10,17,32,53,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2253178,0,2,20,0,20,40,9,19,34,41,0,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1212756,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +1426708,8,12,8,2,2,2,0,0,0,0,1,"No",1,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2830173,19,8,0,0,0,0,0,1,4,5,0,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1515797,1,8,0,8,12,16,4,10,16,19,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3043048,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.93,0,"Yes","No","No","Yes","No","No" +3175731,14,2,0,10,30,40,13,30,46,57,2,"No",0,0.47,0.44,0,"No","No","No","Yes","No","No" +2215754,10,2,0,0,0,0,1,5,10,11,1,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +3262249,20,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2821512,3,8,1,3,5,6,1,3,5,6,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +2270532,2,8,0,0,0,0,2,13,30,40,1,"No",0,0.15,0.09,0,"Yes","No","No","Yes","No","No" +1713274,0,2,0,500,500,500,0,0,0,0,0,"No",500,0.59,0.78,0,"No","No","Yes","Yes","No","No" +2219282,11,8,0,0,0,8,2,6,12,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3119256,1,2,2,1,4,6,2,3,8,9,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1746461,5,2,0,7,18,27,5,5,5,5,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1957203,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","Yes" +2038688,16,9,0,0,0,0,0,1,8,18,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1961330,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1729748,5,12,1,12,17,26,3,12,20,30,11,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1287247,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +2119063,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +3038470,40,16,0,0,0,0,2,2,13,19,2,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +2850784,6,8,0,3,8,8,3,5,12,18,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2936706,22,8,0,903,903,903,2,6,16,41,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3076869,407,4,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2890497,471,8,268,301,567,833,72,281,584,873,121,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2246086,10,2,0,0,0,0,1,1,1,1,0,"No",0,0.15,0.09,0,"No","No","Yes","Yes","No","No" +1501444,2,8,0,3,8,10,2,3,7,11,3,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +2990028,9,2,0,0,0,0,0,1,1,3,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +3143412,328,8,68,254,519,827,92,329,628,961,221,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +3086090,9,8,0,71,71,71,0,1,2,4,3,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1808160,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1856139,2684,NA,165,0,0,0,387,1244,2399,3703,305,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1971719,53,8,15,0,0,0,1,5,10,19,2,"No",0,0.5,0.75,0,"No","No","No","Yes","No","No" +2245950,67,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1603378,4,2,0,0,3,3,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +2026140,1,8,0,0,0,0,0,1,1,1,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2029196,27,4,0,0,0,0,0,3,9,19,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1809876,3,3,0,0,0,1,1,2,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1642618,55,0,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","No","No","No" +1926256,61,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3137302,14,8,10,0,0,9,1,10,23,44,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1438446,0,NA,0,2,2,2,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1431102,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +1920291,0,8,0,2,3,4,1,2,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1596115,17,9,0,0,5,10,2,6,11,21,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1447652,138,6,59,236,381,556,56,200,384,575,50,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3184868,-8,9,0,15,17,18,20,21,23,34,0,"No",0,0.94,0.83,8,"No","No","No","Yes","No","No" +1967526,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.76,0.77,0,"Yes","No","Yes","Yes","No","Yes" +3038206,47,8,3,4,20,24,6,14,43,68,15,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2906387,10,8,0,0,0,0,0,0,4,7,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1420182,11,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2230945,11,2,0,419,619,779,71,156,267,339,96,"No",6,0.19,0.39,0,"Yes","No","No","Yes","No","Yes" +1157577,64,12,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.84,0,"Yes","No","Yes","Yes","No","No" +1232213,58,NA,0,0,0,0,1,1,2,2,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +3271119,298,2,0,0,0,0,1,5,23,24,3,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1460924,0,8,0,8,12,12,1,6,11,18,0,"No",0,0.62,0.6,0,"No","No","Yes","Yes","No","Yes" +3091020,3,2,9,9,18,18,4,9,18,27,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1442434,0,8,0,18,27,45,2,7,14,24,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1858337,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3211706,15,2,0,0,0,0,0,1,1,3,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2292922,26,2,0,0,16,48,4,11,30,37,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2223700,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1262688,391,8,0,0,0,0,3,8,13,21,2,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +2091826,220,2,3,0,200,200,32,125,208,309,34,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2141723,51,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +2293806,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2807249,417,9,0,134,268,268,58,160,342,538,80,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2145083,32,8,0,0,0,0,1,4,6,8,2,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1826257,221,12,0,0,0,0,0,7,10,12,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2227053,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1403842,0,2,0,8,8,8,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3274330,50,2,0,8,8,8,0,0,0,0,0,"No",0,0.81,0.91,0,"Yes","No","No","Yes","No","No" +1165225,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1218241,2,8,0,2,4,5,0,2,2,6,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","Yes" +1543812,1,8,0,0,1,1,1,1,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1203648,-3,9,0,20,24,28,2,8,10,20,4,"No",7,0.46,0.29,3,"No","No","Yes","Yes","No","Yes" +1959776,64,8,0,0,0,0,1,3,4,5,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1527160,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1502815,22,9,0,0,0,0,0,1,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2153060,16,8,0,0,8,8,2,7,22,30,0,"No",0,0.48,0.52,0,"No","No","No","Yes","No","Yes" +1205262,202,8,0,0,0,0,20,26,38,63,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1347329,144,8,32,12,72,168,35,89,150,216,45,"No",0,0.33,0.29,0,"No","No","No","Yes","No","No" +1966707,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1374063,7,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1962847,21,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1538870,46,2,0,168,168,336,10,48,95,119,0,"No",0,0.02,0.1,0,"No","No","No","Yes","No","Yes" +2242838,4113,2,0,0,0,0,17,71,125,193,7,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3006311,16,13,0,24,36,48,4,42,75,108,5,"No",0,0.42,0.64,0,"No","No","No","Yes","No","Yes" +1286559,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1849921,8,8,0,6,15,21,3,10,18,25,2,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +1958326,54,0,0,841,1347,1836,228,619,1186,1763,207,"No",0,0,0,4,"No","No","No","No","No","Yes" +2946674,12,2,0,25,25,25,0,0,0,0,0,"No",0,0.91,0.82,0,"Yes","No","No","Yes","No","No" +3244676,82,2,0,64,96,160,18,68,118,189,20,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2947327,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2821985,10,8,0,37,55,85,9,24,46,66,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1975975,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1768994,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1471191,126,2,0,0,0,0,0,1,12,12,1,"No",0,0.84,0.62,0,"No","No","No","Yes","No","No" +3087753,97,8,0,0,30,30,14,36,83,138,26,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2222373,1651,8,308,2100,4800,7200,668,2175,4270,6845,617,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3117043,10,8,0,0,0,0,0,0,0,2,2,"No",0,0.85,0.84,0,"Yes","No","No","Yes","No","No" +1466443,26,2,0,60,90,120,19,45,123,168,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1206218,23,2,0,0,0,12,2,8,19,25,0,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","No" +1864894,145,2,0,0,0,0,0,0,1,1,15,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1126568,61,8,30,0,30,60,3,20,40,65,16,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1112237,479,2,0,0,220,550,65,177,272,281,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","No" +2830491,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1202574,7,12,0,50,50,100,6,23,37,55,7,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1928758,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +1999944,68,8,0,0,0,0,5,9,18,35,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2887588,22,8,0,0,0,0,2,4,4,7,2,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1537253,-21,8,11,444,804,1080,123,389,638,1029,296,"No",60,0.84,0.86,41,"No","No","No","Yes","No","Yes" +2205154,0,8,0,13,15,18,1,5,6,13,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +2235795,2,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2935733,16,8,0,0,0,0,0,0,1,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1181350,500,8,7,0,0,0,12,37,85,130,24,"No",0,0.36,0.25,0,"No","No","No","Yes","No","No" +2999522,3,8,12,843,1131,1419,153,496,900,1304,217,"No",48,0.53,0.54,21,"No","No","Yes","Yes","No","Yes" +1389661,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1869053,38,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +2081097,0,8,0,927,1615,2021,1,1,1,1,143,"No",0,0.73,0.69,1,"No","No","Yes","Yes","No","Yes" +2269601,-43,8,1,421,705,979,66,325,594,835,86,"No",0,0.73,0.69,43,"No","No","No","Yes","No","Yes" +1898858,0,4,450,120,120,120,0,0,0,0,26,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +3143174,80,4,150,0,100,150,11,58,118,199,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2811362,126,8,0,72,144,210,22,90,178,268,35,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3088419,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1917701,8,4,0,42,52,62,9,21,23,30,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1819758,0,8,0,8,14,22,3,16,30,41,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1625403,38,2,0,0,0,12,2,6,25,34,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2309247,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1676765,28,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1508844,6,2,0,0,0,0,0,1,1,1,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +2257424,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","Yes" +2298922,38,8,0,0,25,50,8,28,63,94,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1990248,122,2,0,30,60,90,18,43,90,136,33,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1692879,43,2,0,0,0,0,0,1,3,4,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1922746,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1748006,28,8,0,0,0,0,1,7,16,33,0,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","No" +1882034,97,9,29,26,54,96,9,36,80,122,16,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1142564,32,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1126182,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +2153110,5,9,0,0,0,0,0,0,2,2,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3109366,8,8,1,126,126,126,0,1,4,8,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1882593,8,8,0,12,36,54,7,17,45,74,10,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +1878491,514,8,0,0,0,0,1,2,3,5,7,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1194369,750,8,0,0,0,0,7,23,54,96,16,"No",0,0.84,0.91,0,"No","No","No","Yes","No","No" +1247862,3,4,4,2,2,2,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1376377,2,8,0,44,66,88,12,36,64,89,7,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1642626,5,8,0,10,20,35,8,23,39,59,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2114582,11,NA,0,0,0,0,2,4,4,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1796316,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +1840209,39,8,0,0,0,0,1,3,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2186542,1,12,0,1,2,3,0,2,3,3,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1636671,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1676543,0,8,0,60,60,90,17,33,53,55,10,"No",0,0.45,0.38,0,"Yes","No","No","Yes","No","Yes" +1683743,138,8,0,0,0,0,0,0,0,5,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1319558,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +2106865,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3009397,309,8,231,330,763,1231,133,511,1075,1583,162,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1911804,155,2,2,0,100,100,20,62,128,210,82,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3124626,6,8,0,0,2,5,0,2,5,10,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2902488,25,8,3,15,16,32,4,13,28,47,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2020285,5,12,0,40,40,60,12,25,32,48,9,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1992765,26,12,0,10,20,34,0,43,50,67,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2124287,46,9,2,73,134,199,15,62,134,188,22,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +2118353,31,8,0,0,0,0,1,1,1,3,2,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1567953,30,9,0,0,0,0,2,12,28,45,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3269881,12,2,1,6,18,30,1,10,23,30,0,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +3089986,-2,8,0,25,41,57,7,18,28,41,2,"No",0,0.18,0.33,2,"No","No","No","Yes","No","Yes" +1426876,0,NA,0,200,300,500,0,0,0,0,0,"No",100,-99,-99,0,"No","No","No","Yes","No","Yes" +1889513,0,2,0,4,4,4,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +3259764,6,12,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1939551,16,2,0,0,15,30,3,10,18,30,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +3030322,12,2,0,0,0,0,0,0,0,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3256503,30,4,0,4,28,54,0,6,12,19,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1586424,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1640021,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1335798,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.89,0,"Yes","No","No","Yes","No","No" +2235279,183,4,30,54,153,198,45,182,430,740,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1304612,130,2,3,72,120,180,34,110,191,261,28,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1733972,5,NA,0,0,0,0,2,4,8,9,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +3276392,31,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1260524,545,2,367,1227,2481,3801,414,1206,2147,3093,344,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1655218,-7,8,0,37,40,49,3,22,40,49,3,"No",3,0.57,0.74,7,"No","No","No","Yes","No","Yes" +1174643,8,2,0,95,137,161,21,59,83,91,0,"No",0,0.49,0.45,0,"No","No","No","Yes","No","Yes" +1716623,141,2,19,144,288,468,41,187,330,353,74,"No",0,1,0.77,0,"No","No","No","Yes","No","No" +3190147,15,8,0,0,9,18,1,18,34,45,11,"No",0,0.44,0.64,0,"No","No","No","Yes","No","No" +2882685,69,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.71,0,"No","No","No","Yes","No","No" +1665352,0,2,0,93,93,93,0,0,0,0,3,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +2250811,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1246476,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.88,0,"Yes","No","No","Yes","No","No" +3070862,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3060216,16,12,0,0,0,0,1,2,6,12,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2905161,89,8,0,124,215,397,55,264,396,465,34,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1661626,2,15,0,0,0,0,0,0,1,3,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1648152,0,2,0,636,636,636,0,0,0,0,0,"No",636,-99,-99,0,"No","No","No","Yes","No","Yes" +1896359,19,2,0,0,0,0,1,2,4,4,1,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","Yes" +2118371,10,8,0,51,77,103,15,38,62,82,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2971234,0,0,0,1,1,1,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2099323,29,8,25,20,55,90,9,41,75,116,33,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1141194,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3066612,4,2,0,0,0,1,0,2,2,4,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1504720,4,8,5,4,16,24,0,12,24,36,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2084749,7,8,2,0,0,0,0,2,5,9,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1920506,69,8,3,38,70,102,16,52,122,183,22,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +3217708,121,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1693266,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1295137,279,8,0,0,0,0,0,2,3,7,76,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3242474,13,9,18,0,0,0,15,16,19,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1471392,11,2,0,25,25,25,2,2,2,2,0,"No",0,0.68,0.82,0,"Yes","No","No","Yes","No","No" +3124044,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2311490,28,2,0,70,105,140,8,39,69,89,4,"No",0,0.64,0.52,0,"Yes","No","No","Yes","No","No" +1558141,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1678980,72,12,0,0,0,0,70,91,91,91,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","Yes" +1574112,0,12,1,5,9,12,4,6,10,15,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2059762,156,20,2,0,0,0,0,5,17,30,3,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +2066407,15,2,0,0,0,6,1,5,7,14,0,"No",0,0.68,0.82,0,"Yes","No","No","Yes","No","No" +3202565,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","Yes","Yes","No","No" +1966751,100,4,0,0,30,60,1,24,31,82,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3244504,7,12,0,0,0,1,10,11,15,21,4,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1893980,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1470674,1,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1744100,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.02,0.1,0,"Yes","No","No","Yes","No","No" +1921382,2,52,0,0,0,0,0,1,7,11,10,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +2991412,2,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1668235,1,14,0,8,8,8,0,0,4,8,0,"No",1,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1176596,9,8,0,14,22,38,9,17,35,55,14,"No",0,1,0.89,0,"No","No","No","Yes","No","Yes" +1735855,149,8,3,216,216,216,36,108,196,291,12,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2067197,46,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2298744,2770,3,793,5880,11040,16500,1910,6345,10773,15044,1607,"No",0,1,1,0,"No","No","No","Yes","No","No" +1167886,391,4,435,885,1701,2495,323,1016,1681,2355,146,"No",0,0.99,0.99,35,"No","No","No","Yes","No","No" +1823232,10,2,0,0,0,0,1,2,6,6,1,"No",0,1,0.66,0,"Yes","No","Yes","Yes","No","No" +2102690,0,4,0,340,348,348,0,0,0,0,164,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2247448,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1564192,2721,9,0,0,0,0,0,2,2,5,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +2078659,99,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1124282,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +1847393,1,12,0,2,2,3,0,1,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1744826,3,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1131580,4,4,0,0,0,0,0,0,1,1,1,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1455732,229,2,0,0,0,0,1,2,2,2,0,"No",0,0.79,0.77,0,"No","No","No","Yes","No","No" +1477996,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2038290,0,8,0,2,2,2,0,0,0,1,1,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +2283430,38,8,0,0,24,51,6,15,21,38,3,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" +1185443,27,2,0,0,0,0,0,6,10,12,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1738495,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3037162,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3180894,18,14,0,0,0,0,1,1,10,12,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2140359,47,8,0,17,34,51,9,23,53,88,24,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +2282894,0,8,0,7,9,9,26,26,28,35,2,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1494357,33,4,0,0,0,0,7,16,27,42,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1299640,2,8,0,0,0,1,0,1,1,1,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1735863,6,8,0,0,0,0,0,0,7,10,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1311281,8,8,0,0,0,1,0,2,4,4,0,"No",0,0.19,0.16,0,"No","No","No","Yes","No","No" +1182357,0,8,0,18,18,36,5,10,15,17,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1620330,3,9,0,0,0,1,2,2,2,6,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +2007706,346,8,233,964,1444,2004,198,611,1236,1911,207,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2104703,13,9,0,0,0,0,0,1,2,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3085115,25,8,0,0,30,35,2,8,27,50,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1907649,27,8,0,0,0,0,0,0,2,11,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1146494,11,8,0,14,14,22,1,5,10,16,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1196284,191,8,17,192,288,384,52,130,283,500,55,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" 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+3130539,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2082998,69,9,0,0,100,100,4,29,57,57,7,"No",0,0.84,0.85,0,"No","No","No","Yes","No","No" +1701541,12,NA,12,0,0,0,5,7,13,23,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3012917,227,12,33,77,231,308,78,189,399,598,44,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +2269377,230,NA,0,0,0,0,2,11,22,31,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2136498,250,8,0,0,0,0,0,0,0,2,1,"No",0,0.67,0.68,0,"No","No","No","Yes","No","No" +1948119,30,12,0,0,0,0,2,3,9,14,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1735366,16,8,11,0,0,0,1,5,19,32,6,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +1486592,31,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +1127720,150,8,0,325,625,1225,196,438,949,1243,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +1901622,44,2,15,49,99,155,11,48,91,173,15,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1389018,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2869965,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2183301,29,8,10,40,50,60,0,40,82,106,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +2193709,1881,8,37,0,0,0,69,427,858,1349,143,"No",0,0.41,0.58,0,"No","No","No","Yes","No","No" +2067416,11,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2243358,28,8,0,10,32,53,69,112,112,112,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","Yes" +2155057,27,2,0,0,0,0,1,1,1,1,4,"No",0,0.97,0.87,0,"Yes","No","No","Yes","No","No" +2182402,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2944769,26,8,0,0,0,0,1,3,3,3,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1445986,-6,8,0,38,38,43,2,9,17,39,11,"No",0,0.79,0.66,6,"No","No","No","Yes","No","Yes" +1823287,7,8,0,0,4,8,1,4,4,11,0,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +1783019,32736,8,21312,55368,86620,110764,0,0,0,0,11763,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +3283572,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1301107,189,8,0,46,184,253,21,60,140,866,40,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1690330,401,8,0,660,960,1200,162,431,849,1447,200,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1956385,489,5,192,1106,2348,3608,382,1356,2691,4013,162,"No",26,0.73,0.68,0,"No","No","Yes","Yes","No","No" +1801925,5330,8,1520,0,140,1300,0,0,0,0,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1953332,8,2,0,0,0,0,7,8,12,15,0,"No",0,0.79,0.57,0,"No","No","Yes","Yes","No","No" +1314027,0,8,0,5,7,9,0,2,5,10,0,"No",2,0,0,0,"No","No","No","Yes","No","No" +1940039,10,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1562228,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2879249,10,14,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1640036,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1879268,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3071952,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1147215,-29,8,0,222,354,450,21,36,197,233,69,"No",0,0.99,0.99,29,"No","No","No","Yes","No","Yes" +1704031,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1811463,0,8,0,10,10,10,5,6,7,9,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1149046,8,8,4,30,45,75,16,41,75,94,1,"No",0,0.9,0.86,0,"No","No","Yes","Yes","No","Yes" +1671542,3,2,0,4,4,4,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3139161,44,9,0,0,0,0,2,3,5,6,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1802280,46,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2834414,4,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2088528,14,8,0,0,20,20,2,6,14,23,8,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2046559,109,10,0,0,0,0,5,17,31,44,5,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1728291,2469,8,3155,6831,10706,13476,1354,5111,10839,17295,1188,"No",415,0,0,0,"No","No","No","Yes","No","No" +3053663,0,12,0,0,0,0,0,0,0,0,2,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2954367,5912,NA,0,0,0,0,41,141,357,522,49,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1804730,0,4,7,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1390467,1099,4,62,0,0,0,50,171,352,546,92,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1163712,4,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1608714,108,8,19,87,201,297,36,119,378,504,42,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1712634,10,12,3,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1529813,2,12,0,10,10,10,2,12,20,26,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3254762,11,8,0,0,6,6,0,3,10,15,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3164011,2481,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +3256374,2529,8,1430,220,2970,3080,0,108,419,854,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3212907,229,9,0,0,0,0,7,11,12,13,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1665216,0,2,4,0,0,0,0,0,0,0,1,"No",0,0.81,0.67,0,"Yes","No","No","Yes","No","No" +1723503,86,12,0,0,0,0,0,1,2,3,1,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1853772,185,9,0,0,0,0,0,2,8,8,22,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3090888,304,8,18,285,485,785,100,298,572,885,102,"No",0,0.88,0.94,1,"No","No","No","Yes","No","No" +1203235,1744,8,0,0,0,0,14,31,100,172,34,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1945189,8,8,0,4,14,22,2,3,10,13,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2191618,33,2,0,0,0,0,0,2,14,14,5,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1640911,35,2,18,36,72,108,0,0,0,0,15,"No",18,0.85,0.76,0,"Yes","No","No","Yes","No","Yes" +1775807,39,2,0,0,0,0,0,2,7,16,4,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1693128,7,12,0,0,0,0,1,4,6,8,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +2087698,0,2,0,70,120,140,0,0,0,0,8,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1467475,0,2,0,8,9,9,0,0,0,0,0,"No",5,-99,0.28,0,"Yes","No","No","Yes","No","Yes" +1571016,0,8,0,4,6,8,1,4,5,5,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","Yes" +1511543,14,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2825595,145,2,0,0,0,0,1,2,12,15,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1853194,8,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3019700,-834,8,0,4032,5712,8736,956,3002,5053,7129,939,"No",0,0.99,0.99,969,"No","No","No","Yes","No","No" +1895522,5,8,0,0,0,0,0,0,3,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1787155,3,0,0,22,33,44,5,13,23,36,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +1832747,261,8,43,54,90,192,85,137,159,208,105,"No",30,0,0.2,0,"No","No","No","Yes","No","No" +1806253,28,10,28,28,56,112,6,26,46,63,2,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +3170419,6,8,0,0,0,0,0,0,2,3,1,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +3115434,3,8,0,0,0,0,1,5,15,22,2,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +1628099,92,8,1,15,60,105,9,37,88,138,24,"No",0,0.61,0.49,0,"No","No","Yes","Yes","No","No" +2076181,4,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2947474,48,8,0,0,0,0,0,0,1,1,2,"No",0,0.03,0.1,0,"No","No","No","Yes","No","No" +2221784,132,8,82,352,736,1079,90,511,900,1314,106,"No",65,0.79,0.67,34,"No","No","No","Yes","No","No" +3168284,19,8,0,6,21,39,0,9,24,46,0,"No",0,0.75,0.54,0,"No","No","No","Yes","No","No" +2154287,121,2,0,0,0,0,5,7,21,24,7,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1699159,6670,8,0,0,0,0,0,0,0,0,734,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3002138,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1966079,84,2,0,0,100,100,14,49,103,137,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1735536,2,8,0,15,15,15,1,4,7,11,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1441993,118,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +2125471,9,2,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1178522,13,8,4,8,16,20,11,22,52,78,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","Yes" +2280104,329,4,0,0,200,400,47,159,263,266,69,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1878101,15,2,0,15,25,30,6,13,19,19,0,"No",0,0.8,0.87,0,"Yes","No","No","Yes","No","No" +1626561,107,8,5,150,300,300,45,140,249,376,54,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1386596,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1152856,34,8,0,0,0,0,0,0,1,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2147270,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1114401,22,2,0,0,0,0,1,1,1,2,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1929746,99,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3068553,44,8,0,23,45,67,12,27,53,81,16,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2848105,11,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1455224,260,NA,0,0,0,0,0,4,4,8,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2136463,84,2,7,120,240,361,31,102,210,292,55,"No",0,1,1,0,"No","No","No","Yes","No","No" +2103665,0,2,0,51,95,99,0,0,0,0,11,"No",0,0.87,0.78,0,"No","No","No","Yes","No","Yes" +1290724,0,4,0,5,6,6,0,0,0,0,2,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1168291,20,2,0,0,0,0,0,0,2,3,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1670598,2,2,0,10,10,10,0,0,0,1,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2130225,57,2,0,0,0,0,0,2,2,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1151453,0,12,0,1,2,2,2,3,3,4,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2946708,50,2,7,18,60,102,8,22,30,31,14,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +1317703,0,2,0,120,180,240,0,0,1,1,0,"No",80,0.82,0.83,0,"Yes","No","No","Yes","No","Yes" +2098348,77,8,0,0,0,0,2,5,12,15,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1573230,5,8,0,125,125,125,2,10,10,18,2,"No",0,0.92,0.94,0,"No","No","No","No","No","No" +1851000,32,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +1806945,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1987118,0,2,0,0,0,0,1,1,1,1,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1793148,3,8,0,1,3,5,0,1,4,6,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1475326,59,9,0,0,0,0,2,2,5,11,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2081608,0,2,0,1,1,1,1,2,2,2,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","Yes" +1457624,2,2,0,2,4,6,0,1,5,9,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +2293154,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1352812,20,4,0,0,0,0,0,0,3,3,1,"No",0,0.35,0.54,0,"Yes","No","No","Yes","No","No" +1960812,10,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3150889,10,8,0,0,0,0,4,9,15,24,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1764576,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1211434,87,2,0,0,150,150,25,59,75,77,0,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","Yes" +1907516,9,8,0,0,0,0,0,2,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2891241,11,8,0,20,40,60,6,22,48,67,9,"No",0,1,1,0,"No","No","No","Yes","No","No" +2000086,1814,2,615,2230,4379,6471,763,2631,5459,8469,760,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1875291,276,8,5,484,844,1108,83,295,594,966,53,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +1569571,61,8,0,0,0,4,5,18,24,48,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1842990,26,8,0,0,0,0,1,1,3,3,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1443077,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1661829,94,4,0,0,0,0,2,3,15,27,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1832368,4,2,0,135,261,387,71,205,310,361,71,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2164670,70,8,0,0,0,0,1,1,1,1,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1968408,21,9,0,0,5,15,1,8,13,13,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1158520,10,2,0,0,0,0,0,0,2,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2855796,1,4,0,3,3,3,0,1,2,2,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1334799,4,8,0,19,19,22,1,2,4,4,0,"No",0,0.88,0.88,0,"No","No","No","Yes","No","Yes" +1367241,18,2,0,0,0,0,0,3,7,9,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3098798,3,8,2,4,12,16,0,3,10,13,1,"No",0,0.23,0.46,0,"No","No","No","Yes","No","No" +1368325,10,9,6,3,6,9,1,2,7,9,1,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1718956,4,8,0,1,2,4,0,1,3,7,0,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +2070434,2,8,0,258,451,663,41,180,317,418,0,"No",3,0.37,0.43,0,"No","No","No","Yes","No","Yes" +1216892,223,8,20,173,453,713,70,266,616,933,140,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1870968,14,12,0,0,0,0,1,3,5,7,15,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +3144801,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3268408,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.63,0,"Yes","No","No","Yes","No","No" +1386970,0,2,0,12,21,26,0,0,0,0,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1792392,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.51,0.45,0,"No","No","Yes","Yes","No","No" +1406320,205,8,0,0,0,0,0,33,118,122,2,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1778096,0,8,0,7,17,22,3,6,13,28,1,"No",0,0.25,0.36,0,"No","No","No","Yes","No","Yes" +1501682,0,2,0,19,33,33,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2082637,1563,17,110,1800,3600,4800,632,1874,3497,5573,661,"No",0,0.98,0.99,12,"No","No","No","Yes","No","No" +3167392,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2180527,0,4,0,0,0,0,1,6,21,34,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2012607,3603,8,12,0,0,0,84,216,463,761,79,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2102201,17,2,0,5,14,25,3,24,26,26,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1596422,48,8,0,0,0,0,2,6,15,21,4,"No",0,0.77,0.46,0,"Yes","No","Yes","Yes","No","No" +1200692,0,2,0,3454,4388,4388,1,1,1,1,257,"No",0,0.79,0.85,1,"Yes","No","No","Yes","No","Yes" +1578583,9,2,0,47,71,95,9,24,40,58,4,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1965115,6,NA,0,0,0,0,0,0,0,0,22,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1373792,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1752747,8,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1395522,6,14,0,14,14,14,2,9,18,24,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1921065,5,0,0,510,630,630,18,121,241,352,25,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1943423,0,2,0,14,20,20,0,0,0,0,1,"No",0,0.92,0.89,0,"Yes","No","Yes","Yes","No","No" +1409150,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3002275,175,8,13,189,413,627,64,197,437,705,112,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3003005,6,2,0,0,0,25,0,1,2,5,0,"No",0,1,0.82,0,"No","No","No","Yes","No","No" +2983261,59,2,0,0,0,0,4,14,20,21,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2065300,35,2,0,0,0,0,0,0,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1953751,63,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1466671,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1170487,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +3107995,2,NA,0,0,0,0,1,1,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1170493,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","No" +2988101,15,8,0,0,0,0,2,13,23,36,4,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1585792,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1643424,345,8,15,0,0,480,23,80,152,293,53,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1584131,0,3,0,12,19,26,6,10,17,25,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1588725,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1520501,2,2,0,0,0,0,1,1,1,1,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1349959,1,2,0,8,8,8,0,4,4,9,2,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +2005812,38,2,0,0,0,11,8,22,29,40,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1204716,58,12,10,68,142,205,12,59,124,191,16,"No",0,0.77,0.78,0,"No","No","Yes","Yes","No","No" +2082266,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1844987,15,8,0,0,0,0,1,3,6,8,2,"No",0,1,0.33,0,"Yes","No","No","Yes","No","No" +1888289,5,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2062087,13,8,0,112,112,212,42,65,96,135,18,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1990747,249,2,73,220,540,860,93,357,631,898,106,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1909781,21,2,0,20,30,50,2,8,19,29,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1895209,108,8,25,77,153,229,21,78,161,268,26,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +1924066,53,8,0,0,0,0,5,18,38,74,2,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1291158,16,12,0,0,0,12,0,4,11,17,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1730438,42,8,0,0,17,34,11,24,46,65,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +3206627,21,8,0,0,0,0,1,1,1,2,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1358501,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2000848,150,8,9,207,410,647,53,205,370,578,42,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1387359,405,8,0,0,0,0,2,5,9,17,1,"No",0,0.13,0.09,0,"Yes","No","Yes","No","No","No" +1227683,2,12,0,21,39,45,0,0,2,2,4,"No",4,0.74,0.72,0,"No","No","No","Yes","No","No" +1572038,14,8,0,20,36,54,9,21,36,61,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2306264,40,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1661487,37,2,1,14,21,35,0,4,5,5,2,"No",0,0.99,0.82,0,"Yes","No","No","Yes","No","No" +1263362,24,4,0,16,32,48,2,22,37,50,8,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2090660,14,8,0,0,0,4,4,10,12,14,1,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +1419071,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2242573,150,12,0,0,0,0,0,0,0,2,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2096705,245,2,12,0,0,0,25,64,90,121,38,"No",0,0.65,0.39,0,"Yes","No","Yes","Yes","No","No" +1443149,157,9,58,30,132,202,103,428,714,925,46,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3143295,175,8,0,0,0,0,3,17,43,72,3,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3126081,1544,8,0,0,0,0,4,6,8,29,2,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +2012484,20,2,0,10,20,30,6,15,33,36,1,"No",0,0.66,0.43,0,"Yes","No","No","Yes","No","No" +1855387,9,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1346293,3,6,0,0,2,4,1,5,5,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1694016,7,9,0,0,0,0,0,0,0,4,1,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2229521,411,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1550142,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1194385,163,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1960613,4,2,0,12,12,12,4,11,20,30,1,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","Yes" +3035195,819,2,451,1863,3699,5589,606,1577,3174,5011,670,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2115879,0,2,0,130,130,130,0,0,1,1,0,"No",0,1,0.87,0,"Yes","No","No","No","No","Yes" +2000185,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3272661,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1510394,31,8,1,163,283,391,42,108,207,300,31,"No",12,0.61,0.57,1,"No","No","Yes","Yes","No","Yes" +2015029,1,12,0,49,72,112,17,55,108,133,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3191882,10,4,4,0,8,16,2,6,16,21,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2973603,2,13,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1665128,173,8,145,252,476,686,84,276,527,775,86,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +3085428,23,8,0,18,36,54,1,12,26,36,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1600963,13,2,0,0,0,0,0,5,11,12,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2208620,0,2,0,4,4,4,0,0,1,1,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1276462,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1952999,-1,8,27,110,194,248,42,147,261,346,40,"No",5,0.43,0.46,3,"No","No","No","Yes","No","Yes" +1897442,30,NA,0,0,0,0,7,20,39,64,6,"No",0,-99,-99,0,"No","No","No","No","No","No" +3210738,24,2,19,60,105,150,22,85,147,195,38,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3203313,2998,4,0,0,0,0,0,0,4,4,16,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1318075,31,2,0,0,0,0,0,0,4,4,0,"No",0,0.63,0.69,0,"Yes","No","No","Yes","No","No" +2279529,15,2,0,0,0,0,0,2,4,4,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1443349,12,9,3,22,37,52,6,12,24,34,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2837733,381,8,109,2048,3200,3776,381,1222,2417,3627,375,"No",0,0.53,0.8,0,"No","No","Yes","Yes","No","No" +2820060,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1985371,1,2,0,2,4,8,2,4,8,12,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1377988,10,8,0,0,0,0,1,2,2,3,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1143948,8,12,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1766552,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1744889,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2912986,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.83,0,"No","No","No","Yes","No","No" +1996930,0,2,0,4,7,9,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1301762,893,2,0,440,440,440,0,0,4,4,405,"No",0,0.87,0.68,0,"No","No","No","Yes","No","No" +2809176,6,4,4,0,0,0,0,1,5,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1795776,140,8,58,86,152,218,31,64,135,240,74,"No",0,0.87,0.85,0,"No","No","No","Yes","No","No" +1250551,1,8,0,2,3,4,0,1,2,2,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1372655,0,8,0,11,15,21,1,4,12,17,3,"No",0,0.3,0.3,0,"No","No","No","Yes","No","Yes" +2085995,15,8,0,0,0,0,0,0,0,4,0,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","No" +1232445,18,2,0,0,0,0,1,3,9,16,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1580123,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1860671,0,4,0,15,15,15,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3143335,0,2,0,1104,1104,1104,0,0,0,0,199,"Yes",0,0.7,0.46,0,"No","No","No","Yes","No","Yes" +1242778,101,2,6,100,100,200,25,73,140,198,26,"No",0,0.79,0.86,1,"No","No","No","Yes","No","No" +1619667,4,9,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3183794,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3233942,2103,9,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.83,0,"Yes","No","No","No","No","No" +2007661,8,8,0,5,5,5,0,0,2,6,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1458180,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3072507,50,8,0,0,0,0,6,24,38,97,25,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +1324586,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1124242,0,4,0,3,3,3,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +2971484,0,3,0,12,16,17,1,2,7,29,0,"No",0,0.61,0.69,0,"No","No","No","Yes","No","Yes" +1802921,7,4,0,5,10,10,6,9,16,16,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2199901,10,8,0,0,0,0,0,0,0,1,2,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2196038,13,8,0,0,0,0,1,2,2,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1427061,1022,12,71,1556,2653,3517,710,1817,3104,5364,463,"No",0,1,1,0,"No","No","No","Yes","No","No" +3079674,71,8,14,160,256,320,43,100,203,324,96,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +2882161,6,8,0,0,0,0,1,3,7,8,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3030619,0,8,0,4,6,8,0,3,5,6,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +2143222,12,0,0,0,0,0,0,0,2,2,3,"No",0,0,0,0,"No","No","No","No","No","No" +2135415,-22,6,0,72,72,102,35,75,92,105,4,"No",0,0.73,0.76,22,"No","No","No","Yes","No","No" +2197006,20,8,0,0,0,0,0,0,6,9,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1234100,4,9,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1225029,2,2,0,1,3,4,0,1,3,5,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2838403,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1423036,130,4,0,10,10,10,10,20,54,114,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2006819,2445,8,65,0,0,800,319,804,1795,3302,405,"No",0,1,0.91,10,"No","No","No","Yes","No","No" +3090255,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2870469,18,8,0,50,50,50,10,26,35,49,0,"No",0,0.72,0.69,0,"No","No","No","Yes","No","No" +2840752,769,12,35,94,430,864,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2110550,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2301854,7,8,0,335,513,658,48,137,325,555,51,"No",0,0.02,0.12,3,"No","No","Yes","Yes","No","Yes" +2852406,1389,52,0,0,0,0,5,52,108,157,26,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +3246386,52,NA,0,0,0,0,1,14,27,58,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +2983293,128,2,1,0,0,0,8,31,59,86,17,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1501737,344,12,0,0,0,0,0,4,6,9,0,"No",0,0.68,0.65,0,"No","No","No","Yes","No","No" +2923835,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1447763,194,12,0,0,0,0,1,10,24,41,3,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3056625,12,12,0,2,4,10,2,6,18,25,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1599771,27,8,1,291,291,291,22,488,510,537,103,"No",0,0.23,0.63,0,"No","No","No","Yes","No","Yes" +2284280,7,8,0,15,15,15,1,8,13,23,3,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1755287,191,4,23,165,418,671,78,245,463,683,78,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1329054,217,8,45,144,324,468,53,190,391,606,90,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1870954,34,8,0,0,35,35,4,15,34,53,6,"No",0,0.27,0.39,0,"No","No","No","Yes","No","No" +2839142,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1897715,383,8,55,378,732,948,78,328,785,1366,107,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2017292,3,12,0,0,0,0,0,0,0,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3196767,14,0,0,0,0,0,1,2,3,8,7,"No",0,0,0,0,"No","No","No","No","No","No" +3000185,2718,8,0,0,0,0,0,3,31,60,6,"No",0,-99,0,0,"Yes","No","Yes","Yes","No","No" +1541110,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1970053,50,8,0,0,0,0,1,2,3,3,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2998639,1,8,0,1,2,3,1,1,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2995204,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3175033,139,4,83,171,321,478,26,96,107,110,16,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2818161,9,2,1,33,57,93,9,25,48,72,6,"No",0,0.63,0.68,0,"No","No","No","Yes","No","No" +2096691,1,2,0,11,12,12,7,7,7,7,1,"No",0,0.62,0.58,0,"Yes","No","Yes","Yes","No","Yes" +1674568,1,8,0,12,26,40,3,7,15,24,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1174074,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2314513,17,12,0,29,56,92,18,45,87,113,14,"No",0,0.94,0.87,0,"No","No","No","Yes","No","Yes" +1793232,254,8,3,0,240,240,25,88,161,262,144,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3209188,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1995565,1117,12,1572,5436,9936,14436,1618,6091,10284,14701,2248,"No",0,1,0.99,9,"No","No","No","Yes","No","No" +1925161,1078,4,0,0,0,0,2,19,93,429,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2254237,380,2,0,0,0,0,0,2,3,3,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1356472,6,8,0,0,0,0,0,2,4,5,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1152342,-21,2,0,39,52,65,81,106,169,241,5,"No",0,0.97,0.99,21,"No","No","No","Yes","No","Yes" +2964792,12,8,0,0,0,4,2,4,9,16,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +1525513,2,2,0,0,0,0,0,0,1,4,0,"No",0,0.62,0.78,0,"No","No","No","Yes","No","No" +1935872,3,2,4,19,43,73,15,29,63,93,0,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +1413511,2,9,0,2,7,7,2,4,11,13,5,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1916698,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2194284,152,8,0,0,0,0,0,0,0,0,0,"No",0,0.45,0.41,0,"No","No","No","Yes","No","No" +2075004,95,8,17,24,102,180,22,87,181,246,46,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2136446,2739,2,0,0,0,0,0,0,1,1,71,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2937752,142,12,3,24,144,204,12,65,150,263,36,"No",0,1,1,0,"No","No","No","Yes","No","No" +1351378,269,8,146,406,726,1046,121,369,716,1177,349,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2100798,128,3,96,0,192,384,49,135,265,294,63,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","No" +2925249,14,8,1,0,0,0,2,4,9,14,6,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2937480,392,8,2,0,0,0,10,30,63,106,29,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +2984082,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2315105,188,8,0,0,0,0,0,1,4,7,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2049897,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","Yes" +2073975,106,4,0,0,0,30,9,20,38,56,17,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3151353,80,12,0,0,0,0,0,0,0,0,1,"No",0,0.07,0.21,0,"No","No","No","Yes","No","No" +2263842,0,8,0,15,22,29,4,12,16,23,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3078464,388,2,19,0,200,400,112,227,449,630,130,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1572569,12,2,0,124,208,240,18,20,20,20,16,"No",4,0.89,0.78,0,"No","No","No","Yes","No","Yes" +1308347,110,3,76,300,610,910,117,332,557,829,123,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2207798,1903,2,0,1600,3200,4800,276,1153,2576,3984,430,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2096655,20,2,0,0,0,0,1,3,4,4,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3159801,109,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.72,0,"No","No","No","Yes","No","No" +2891675,154,5,0,0,0,0,4,15,20,26,11,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1117651,2,8,0,10,17,24,0,9,12,19,0,"No",0,0.2,0.16,0,"No","No","No","Yes","No","Yes" +1370693,34,2,0,0,0,0,6,12,13,13,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2148164,0,2,0,3,3,4,0,0,0,0,0,"No",0,0.84,0.88,0,"Yes","No","Yes","Yes","No","No" +2077007,2,8,0,1,3,4,1,2,3,5,3,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +1828368,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2177918,4,2,0,6,6,12,3,9,15,17,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","Yes" +2924470,6,12,0,6,12,18,2,5,14,21,1,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1612841,45,8,2,30,30,30,0,13,47,67,14,"No",0,0.09,0.09,0,"No","No","No","Yes","No","No" +3187679,1409,4,40,840,840,840,286,637,758,1000,93,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1122026,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1686457,61,8,12,72,128,176,23,72,152,259,23,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2107562,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1592519,372,12,46,0,0,0,7,32,57,108,24,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +1327814,5,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1128441,36,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1666771,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1452313,74,16,0,350,350,700,43,133,251,357,65,"No",0,0,0.5,1,"No","No","No","Yes","No","No" +1688498,2,8,1,1,2,3,1,2,5,6,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2040229,23,13,0,25,25,25,1,1,9,14,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2931323,0,8,0,4,6,8,1,3,3,6,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1951828,37,8,0,0,0,0,0,0,1,6,2,"No",0,0.68,0.85,0,"No","No","No","Yes","No","No" +2980204,17,12,0,0,0,0,0,1,4,7,1,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +2101573,4072,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1737568,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1239678,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.88,0,"Yes","No","No","Yes","No","No" +3073759,17,9,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1379903,774,8,1,288,576,864,108,294,569,1094,129,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2231806,824,12,0,0,0,0,0,0,87,344,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1185687,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.7,0,"No","No","No","Yes","No","No" +1241682,314,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.5,0,"No","No","No","Yes","No","No" +3202393,59,10,1,54,108,162,10,41,92,139,23,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1921305,3082,52,0,0,0,0,11,45,111,171,27,"No",0,0.98,0.92,0,"Yes","No","No","No","No","No" +2012755,3,8,0,12,12,12,0,3,5,5,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1228784,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","Yes" +1507794,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1865728,7,2,0,0,0,0,1,8,15,20,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1463479,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2217895,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3190801,23,8,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1975069,3,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1438436,75,3,0,0,0,0,0,0,0,0,5,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1724751,11,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1440672,1,2,0,1,2,3,0,2,2,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1130810,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2980465,0,2,0,83,83,83,0,0,0,0,1,"No",0,0.92,0.92,0,"Yes","No","Yes","Yes","No","No" +1868254,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1940165,0,2,0,306,490,490,0,0,0,0,49,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +2239596,7,8,13,6,18,36,6,37,52,71,6,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1389848,60,8,2,276,483,682,88,272,503,751,58,"No",24,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2160432,1041,8,0,0,0,0,0,5,14,20,1,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +3069949,160,8,0,610,820,1140,87,301,439,629,100,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1544233,238,14,15,18,78,108,18,74,169,318,31,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1915755,6,4,2,0,2,2,0,0,0,0,0,"No",0,0.96,0.85,0,"Yes","No","Yes","Yes","No","No" +1381918,738,8,0,0,0,0,1,2,8,14,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1590991,123,9,10,21,105,189,37,101,253,372,41,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1194283,6,12,0,0,0,0,1,1,3,3,0,"No",0,0.87,0.59,0,"No","No","No","Yes","No","No" +3167249,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2192098,180,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +3187303,6,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2926685,208,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1751058,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3048387,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2217809,52,8,496,768,1544,2304,261,874,1861,2816,211,"No",0,0,0,30,"No","No","No","Yes","No","No" +3032590,178,13,4,0,0,0,23,54,99,143,16,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2187780,2,2,0,0,0,0,10,21,29,29,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","Yes" +2833169,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3144028,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +2982076,4,8,0,44,44,44,0,0,1,3,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1637869,4,2,0,0,0,0,0,3,3,6,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1198113,-105,8,0,600,800,1000,196,533,792,1104,143,"No",0,0.47,0.49,117,"No","No","No","Yes","No","Yes" +2855501,195,2,0,0,0,0,0,2,6,13,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3239262,7,2,0,23,23,23,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1913662,16,8,0,0,0,4,1,5,9,9,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1966448,0,8,0,3,4,6,1,3,4,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3267741,7,8,0,0,4,8,1,2,8,19,0,"No",0,0.86,0.89,0,"No","No","Yes","Yes","No","No" +3262391,67,8,0,0,0,0,2,9,19,31,0,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +2144259,4453,4,0,0,0,0,49,105,157,173,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1576455,130,2,71,432,756,1152,117,412,717,935,135,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1129080,2,8,0,0,2,3,0,1,2,2,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2232416,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1842599,3,4,0,1,2,3,1,4,6,6,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1661768,4,2,0,0,20,20,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3103450,23,2,0,0,0,0,2,5,16,16,0,"No",0,0.75,0.54,0,"No","No","No","Yes","No","No" +1690183,18,8,0,532,877,1159,124,277,435,719,123,"No",0,0.99,0.86,22,"No","No","No","Yes","No","Yes" +1589987,345,NA,0,0,0,0,5,19,37,66,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2121681,3,2,0,3,3,3,0,0,0,0,1,"No",0,0.88,0.66,0,"Yes","No","Yes","Yes","No","No" +2273405,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1321246,123,8,1,16,96,160,15,58,128,199,32,"No",0,0.79,0.76,0,"No","No","No","Yes","No","No" +1307210,250,NA,0,0,0,0,2,7,14,16,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1762466,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3047815,45,9,0,0,0,0,0,0,15,16,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3016024,10920,4,350,16540,26220,43290,3934,14330,30938,45273,2584,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1772849,2,4,0,47,74,103,10,18,34,44,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2260390,34,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1257068,0,52,0,0,0,0,0,17,33,43,7,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1573109,12,8,16,1,1,1,1,7,26,30,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1309982,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1428212,6307,8,4711,7875,17885,30065,736,812,813,813,3210,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2128100,47,8,1,24,72,120,15,47,98,138,44,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +1585078,566,8,11,0,0,0,37,121,291,409,55,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1574180,115,8,38,104,158,230,33,100,225,350,45,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2023582,310,9,1,0,0,57,17,80,170,234,18,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1247694,18,8,0,259,439,619,34,165,329,518,52,"No",0,0.39,0.57,2,"No","No","No","Yes","No","Yes" +3207917,0,9,0,4,4,4,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2174534,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","No" +1418135,9,8,0,0,20,20,4,7,19,36,2,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1884094,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1351304,16,2,0,0,0,0,0,2,2,2,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +2266488,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3090271,186,8,68,216,468,720,122,318,577,864,63,"No",0,0.55,0.4,0,"No","No","No","Yes","No","No" +1859193,2,8,0,0,2,3,0,1,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2212606,1469,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1261456,12,8,0,10,20,30,1,6,10,18,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3173708,17,9,0,0,11,22,2,5,11,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1321584,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.95,0,"Yes","No","No","Yes","No","No" +1305785,251,2,0,390,945,1701,60,192,242,242,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1124495,149,8,42,66,142,218,30,98,228,379,37,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1680605,24,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1313876,6,4,0,0,0,0,0,0,0,4,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3105698,796,8,312,180,600,960,206,566,1030,1524,276,"No",0,0.94,0.81,0,"No","No","Yes","Yes","No","No" +1135364,8,2,8,0,16,16,0,0,0,0,1,"No",0,0.87,0.68,0,"Yes","No","No","Yes","No","No" +1455756,15,2,0,0,0,0,2,4,7,8,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2248655,132,8,148,2200,3432,4664,580,1633,3085,4594,896,"No",112,0.72,0.71,12,"No","No","No","Yes","No","Yes" +1445587,0,2,0,16,22,22,2,9,17,23,0,"No",0,0.22,0.38,0,"Yes","No","No","No","No","Yes" +1804430,-3,12,0,3,3,3,0,4,4,4,0,"No",0,0.63,0.72,3,"No","No","No","Yes","No","Yes" +1551432,970,8,39,1208,2390,3572,317,1023,1989,3070,297,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2274526,9,12,0,0,0,0,1,1,1,1,3,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1769477,90,8,0,0,0,0,0,4,15,22,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1531458,10,8,0,0,0,0,0,0,0,1,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2302261,10,2,0,12,24,36,4,12,24,38,0,"No",0,0.79,0.73,0,"No","No","No","Yes","No","Yes" +2167508,15,8,0,0,0,0,1,4,5,11,2,"No",0,0.99,0.87,0,"No","No","No","Yes","No","No" +1278341,140,8,44,80,200,344,49,147,296,419,49,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1409379,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2040105,6,8,0,0,0,0,0,2,9,15,0,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +2881682,227,12,0,175,316,458,66,198,374,543,66,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2254696,1,14,0,8,8,8,0,0,3,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1357199,6,12,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1996578,301,NA,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1828055,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2124793,1,12,0,7,7,7,0,0,6,7,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +2127916,115,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1478220,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1523223,201,12,0,0,75,75,4,40,147,184,50,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1419374,57,8,0,0,0,20,4,5,14,83,12,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1121406,4,3,0,0,0,0,0,1,1,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2195864,16,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2811821,2041,8,0,0,0,0,9,17,161,275,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1895269,14,9,0,0,0,0,1,2,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2037549,432,8,78,204,600,864,165,493,1018,1676,169,"No",0,0.31,0.41,0,"No","No","No","Yes","No","No" +2983753,436,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +1592456,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1672293,0,2,0,12,12,12,6,11,21,37,2,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +3068422,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2923411,18,12,3,0,0,8,0,5,21,30,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2002313,661,2,0,0,0,0,0,0,50,300,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1505581,3,12,0,12,12,12,0,3,6,8,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2028327,33,8,0,0,0,0,1,4,6,8,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1692089,83,NA,61,120,240,360,32,110,224,359,27,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1153215,48,8,0,0,0,0,1,3,4,4,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1321557,-73,8,0,132,204,228,197,212,225,254,7,"No",0,0.61,0.62,73,"No","No","No","Yes","No","No" +3117032,245,8,0,600,600,600,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2194664,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1743202,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1961138,58,4,0,0,0,0,10,23,40,62,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1970904,10,9,0,5,5,5,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1585974,410,8,6,277,862,1312,188,313,701,1422,97,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2129956,3124,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1354287,193,8,34,151,295,455,71,229,498,769,71,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1318984,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +3000822,81,2,7,35,70,105,20,63,111,182,34,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1375861,-206,NA,0,760,1145,1453,114,853,1764,2706,0,"No",0,-99,-99,206,"Yes","No","No","Yes","No","No" +1394180,2,2,0,0,0,0,1,1,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1166028,92,8,0,14,14,14,2,2,14,14,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +3277818,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1369889,0,8,0,2,3,4,2,2,3,3,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","Yes" +1114946,1,9,0,2,2,2,0,6,6,6,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +2278405,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1609563,190,8,21,156,324,408,31,167,274,357,45,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1381735,6,8,0,5,5,10,0,4,7,10,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1290706,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +1623702,6,2,9,27,54,81,10,25,48,71,7,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +1241651,34,8,0,28,58,76,6,26,57,110,11,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1150670,6,2,0,0,0,0,0,0,0,0,2,"No",0,-99,0.92,0,"Yes","No","No","Yes","No","No" +2203717,551,8,379,0,0,0,138,370,716,1218,960,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1596479,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +1477646,7,12,5,1,2,6,0,0,8,13,8,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1127823,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2962244,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.8,0,"Yes","No","Yes","Yes","No","No" +1968666,74,2,0,0,0,0,2,9,35,54,25,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1199772,3,9,0,10,22,36,4,15,24,35,2,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +3263535,512,8,0,0,0,0,14,40,122,214,38,"No",0,0.55,0.4,0,"No","No","No","Yes","No","No" +1891038,3477,8,0,0,0,0,9,26,58,104,13,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1601050,18,2,24,48,120,180,14,41,85,126,9,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2288099,426,NA,0,100,200,300,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2070621,6,4,0,0,0,0,1,1,1,1,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2108633,20,8,0,0,30,30,9,17,33,46,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2027900,15,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1638989,0,2,1,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1712313,0,2,0,9,10,10,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","Yes","Yes","No","No" +2296204,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2193249,1102,4,197,156,702,973,232,860,2150,3561,96,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1341238,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1771375,28,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2997487,38,8,0,0,0,0,0,1,1,1,4,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +2860828,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2292968,3,8,0,0,20,20,0,0,0,0,0,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +2172240,17,2,0,0,0,0,0,0,2,3,0,"No",0,0.95,0.88,0,"Yes","No","No","Yes","No","No" +1957774,447,8,0,0,6,6,2,2,3,3,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1248331,293,12,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2877431,78,52,0,0,0,0,2,6,9,11,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2883975,141,3,0,30,90,150,42,104,201,216,49,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2069718,0,8,225,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1471630,0,8,0,0,0,0,1,8,13,35,1,"No",0,0.11,0.08,0,"No","No","No","Yes","No","No" +2036067,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1159473,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2828595,10,2,8,54,103,156,28,57,89,115,12,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1413852,1534,8,392,520,1938,2954,328,1237,2492,6080,622,"No",0,0.23,0.63,0,"No","No","No","Yes","No","No" +2139104,-2,8,0,12,24,24,4,8,8,12,3,"No",0,0.92,0.91,2,"No","No","No","Yes","No","Yes" +2832491,0,8,0,3266,5202,6082,1,3,10,10,454,"No",0,0.97,0.98,0,"Yes","No","Yes","No","No","Yes" +1516899,0,12,0,9,18,27,1,9,16,21,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1903073,17,6,14,28,56,98,15,45,95,125,15,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1146604,0,2,0,17,27,32,0,0,0,0,0,"No",0,0.59,0.62,0,"Yes","No","Yes","Yes","No","Yes" +1279809,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1731779,0,8,0,29,52,59,0,0,0,0,0,"No",0,0.97,0.9,0,"Yes","No","Yes","Yes","No","Yes" +1896508,3,4,0,1,1,1,0,1,1,1,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +3079361,144,NA,0,0,0,0,1,6,10,13,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1312053,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1380769,9,8,0,0,0,0,0,2,2,5,0,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +2227328,1,8,0,9,14,19,2,8,14,17,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","Yes" +2855380,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1484672,38,12,0,0,0,0,0,2,10,14,12,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3273983,13,8,0,0,0,0,0,0,4,5,0,"No",0,0.29,0.29,0,"Yes","No","Yes","Yes","No","No" +1246145,9,9,0,0,0,0,0,0,1,2,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2310926,27,4,0,0,13,26,4,13,29,54,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1406480,161,8,72,252,468,756,114,310,589,813,84,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1281502,4,12,0,0,0,0,0,0,0,0,3,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +2146849,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2097948,0,12,1,4,7,9,1,3,5,7,4,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +2866267,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1396978,327,8,24,200,360,520,114,293,463,640,143,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2060363,10,2,0,8,24,40,5,11,27,41,0,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +2811515,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3083624,1,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1473647,11,12,0,0,0,0,3,8,8,8,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","Yes" +3189944,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2025309,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3256429,918,9,0,0,0,0,2,4,4,4,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1334630,537,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +3223685,7201,8,3129,1743,4983,5383,1268,3957,9455,14768,1278,"No",0,0.44,0.52,0,"No","No","Yes","Yes","No","No" +1616773,175,4,3,60,140,220,618,1527,2840,4011,22,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2214898,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2939001,11,4,0,0,0,0,1,3,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1620831,112,8,0,93,186,186,62,72,186,282,0,"No",0,0.77,0.65,0,"No","No","No","Yes","No","No" +3127100,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2898390,14,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1675750,39,8,0,0,0,0,1,2,3,4,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1550801,3,2,0,26,26,26,9,22,27,27,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1736155,78,0,0,0,0,0,0,2,6,11,1,"No",0,0,0,0,"No","No","No","No","No","No" +1312460,15,8,0,15,15,45,8,24,41,57,3,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1282388,95,2,0,0,0,0,3,4,9,16,2,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1777949,23,8,0,56,130,206,16,47,68,72,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +2139798,12,8,0,50,50,50,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1494272,57,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1252573,0,8,0,60,105,150,17,47,71,86,3,"No",15,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1574445,2,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3257508,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1775897,1,3,0,9,13,17,1,4,6,8,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1431174,414,8,17,480,1170,1990,215,716,1627,2341,83,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3051839,296,8,0,0,0,0,0,20,99,189,38,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1528196,65,12,0,0,0,13,1,25,41,54,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3149092,23,12,0,6,6,6,5,13,22,31,0,"No",0,0.07,0.19,0,"No","No","No","Yes","No","No" +1572619,2,10,0,0,0,1,0,0,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3004183,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1900468,263,8,7,200,400,800,67,220,401,541,99,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1707701,1,12,0,21,21,21,1,3,10,18,3,"No",0,0.59,0.63,0,"No","No","Yes","Yes","No","Yes" +3194096,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1691185,4,4,0,0,1,3,0,1,3,5,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2102212,14,2,0,0,0,3,1,5,12,19,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1403685,0,2,0,636,636,636,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1361166,472,8,94,387,657,932,114,370,745,1178,119,"No",0,0.99,0.83,0,"No","No","No","Yes","No","No" +1958277,11,2,0,0,0,0,0,2,2,2,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1606701,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1419755,24,NA,0,0,0,0,0,0,1,1,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2812489,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1380543,76,8,0,0,0,0,0,2,3,4,1,"No",0,0.73,0.6,0,"Yes","No","No","Yes","No","No" +1145141,20,2,25,70,170,295,20,74,139,184,26,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1431358,1,2,0,20,44,64,7,23,44,76,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +2032838,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1300698,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2051770,0,8,0,7,9,9,0,0,0,0,0,"No",0,-99,0.66,0,"Yes","No","Yes","Yes","No","No" +3131174,23,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1413836,52,8,1,150,150,150,10,35,56,98,21,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1209689,9,8,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1889773,134,4,63,79,79,145,27,93,166,249,27,"No",13,0.73,0.78,0,"No","No","No","Yes","No","No" +2076093,11,12,0,0,0,0,0,0,2,2,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1241420,8,NA,0,0,0,0,2,6,17,27,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +3085656,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.16,0.31,0,"Yes","No","No","Yes","No","No" +2121693,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.98,0.6,0,"No","No","Yes","Yes","No","Yes" +3251920,29,12,0,60,96,132,10,37,65,89,20,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3209952,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1520743,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +1311540,0,2,0,44,44,68,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2000343,0,2,0,15,15,15,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +1410911,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3257318,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +2294318,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1865681,3,9,0,14,21,28,5,12,24,43,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2038363,1,8,1,1,1,1,0,2,2,4,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1146909,228,8,55,606,1230,1886,115,509,979,1423,82,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1421944,6,8,0,0,0,3,1,1,5,7,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1962392,14,2,0,3,7,11,6,11,21,22,0,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1301892,0,2,0,10,10,10,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2874263,2577,8,775,3960,7128,9504,1168,3444,6975,11587,1109,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3004322,14,8,0,0,5,10,0,6,11,17,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1607286,102,8,0,0,0,5,0,25,25,169,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1947060,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3157514,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3143578,25,2,0,35,70,105,13,39,85,118,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1332854,2,2,0,20,20,20,1,2,2,2,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1949866,9,4,0,0,1,3,0,4,8,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1117294,34,2,0,0,0,5,3,5,14,15,2,"No",0,1,0.63,0,"Yes","No","No","Yes","No","No" +3184665,118,NA,0,0,0,0,3,9,17,23,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1812752,24,12,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1552030,71,8,0,0,0,0,0,0,0,1,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2864144,59,2,19,43,91,155,16,58,120,197,24,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1660744,4,12,0,18,36,36,23,32,44,63,3,"No",0,0.73,0.68,0,"No","No","No","Yes","No","Yes" +1718190,19,2,0,400,480,560,212,363,625,895,92,"No",80,0.06,0.03,28,"No","No","No","Yes","No","Yes" +2242225,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.22,0,"No","No","Yes","Yes","No","No" +1622750,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3035647,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3037896,74,8,1,58,122,170,13,53,113,165,28,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1966593,514,12,0,0,0,0,5,11,37,84,20,"No",0,-99,0.25,0,"No","No","No","No","No","No" +2001543,153,8,67,200,404,572,76,231,483,742,78,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3096793,51,8,0,0,0,0,0,4,5,12,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2299868,1,8,0,1,1,1,0,2,2,3,0,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","No" +1518099,0,10,0,8,13,23,3,8,10,13,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2161777,49,NA,0,0,0,0,0,1,2,5,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1629158,4,2,0,4,8,12,2,5,11,17,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +2822061,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","No" +1370671,1010,8,16,0,400,1200,285,498,849,1266,250,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1255539,0,9,0,3,5,7,1,3,3,6,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1255616,78,16,0,0,0,0,2,8,24,38,1,"No",0,0.76,0.63,0,"No","No","No","Yes","No","No" +2073517,95,12,0,0,0,0,0,0,0,0,1,"No",0,0.09,0.25,0,"No","No","No","Yes","No","No" +1482066,71,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1329018,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.65,0.81,0,"No","No","No","Yes","No","No" +2209942,15,2,0,0,0,0,0,1,1,2,1,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2048084,1,8,0,1,1,2,1,3,4,4,1,"No",0,0.6,0.77,0,"No","No","No","Yes","No","Yes" +1894683,17,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.77,0,"Yes","No","No","Yes","No","No" +2034925,792,12,0,0,0,0,2,4,11,13,4,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1977622,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2237238,64,8,0,0,0,0,11,23,50,78,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1727310,0,2,0,4,4,4,1,1,1,1,0,"No",0,0.33,0.59,0,"No","No","No","Yes","No","No" +2956128,11,2,0,12,26,42,5,9,9,9,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3139467,69,8,30,60,100,160,9,42,82,105,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1613389,3,16,0,0,0,0,1,1,1,1,1,"No",0,0.38,0.44,0,"Yes","No","Yes","Yes","No","No" +1413825,116,NA,0,0,0,0,4,10,19,28,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3012854,0,2,0,10,10,10,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3017852,8,8,0,0,0,0,0,1,3,5,2,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1664330,0,12,0,500,500,500,6,31,39,60,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +2821566,58,NA,0,0,0,0,41,166,339,547,52,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3142258,50,4,0,0,0,0,13,31,105,151,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1121185,188,2,0,0,0,0,2,6,11,12,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1319204,65,2,0,0,0,0,6,7,7,7,0,"No",0,1,0.89,0,"Yes","No","No","Yes","No","No" +2805635,616,NA,3,0,0,0,12,42,84,122,18,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3193961,7,8,0,0,0,0,1,1,2,4,1,"No",0,0.99,0.99,0,"No","No","Yes","No","No","No" +1413181,2,8,0,4,5,9,5,8,20,36,1,"No",0,0.99,0.86,0,"No","No","No","Yes","No","Yes" +1771777,12,8,0,0,0,0,0,1,1,3,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2035665,6,8,1,1,3,6,0,2,6,9,5,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1922747,18,2,0,0,0,0,0,1,2,2,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +2096904,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2111979,70,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +3182371,187,8,0,24,120,216,58,154,334,500,48,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2150623,139,9,15,22,106,171,24,90,187,323,40,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1995913,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2119293,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1761740,50,12,1,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2996684,0,8,0,8,8,8,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","Yes","Yes","No","No" +3279331,4,2,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.9,0,"No","No","No","Yes","No","No" +2162944,2370,8,1210,6532,9672,13158,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1171784,7,8,0,263,263,263,20,58,109,163,45,"No",0,0.07,0.2,0,"No","No","No","Yes","No","Yes" +3237102,196,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2052271,3,9,1,0,0,0,0,0,1,2,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1400409,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3098315,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2867951,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1262195,5,8,0,52,104,130,3,21,49,79,24,"Yes",0,0.85,0.87,0,"No","No","No","Yes","No","Yes" +2005342,95,8,82,0,62,62,22,81,154,239,18,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3125624,3,12,0,0,1,2,1,2,2,5,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1523029,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.85,0,"Yes","No","Yes","Yes","No","No" +2153144,23,8,0,5,25,40,12,29,58,75,8,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2005592,2,2,0,0,1,2,0,0,2,4,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1451505,23,52,0,0,0,0,0,0,0,0,5,"No",0,0.99,0.98,0,"Yes","No","No","No","No","No" +1211015,93,4,0,20,60,80,10,30,44,74,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1783739,2,8,0,37,56,75,6,18,30,46,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1703706,52,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +3185031,25,8,0,0,25,25,6,21,30,51,2,"No",0,0.68,0.78,0,"No","No","Yes","Yes","No","No" +3007738,317,2,300,0,0,0,29,77,114,142,9,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3138685,2112,8,12,0,0,0,19,74,138,218,41,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1256739,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1172729,234,4,0,0,0,0,7,37,73,105,4,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1304115,6,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1349990,317,2,3,0,0,0,19,79,174,233,38,"No",0,0,0,0,"No","No","No","Yes","No","No" +1372264,241,4,0,0,120,120,11,43,79,186,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2941923,466,NA,0,0,0,0,4,6,10,13,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2183314,61,8,18,60,120,160,26,58,110,171,23,"No",0,1,1,0,"No","No","No","Yes","No","No" +1913397,4,4,0,0,1,2,0,1,1,1,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2119267,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.87,0,"Yes","No","No","Yes","No","No" +3029826,7,9,0,0,0,0,1,1,3,3,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1298174,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.95,0,"Yes","No","Yes","Yes","No","No" +1447611,3,12,0,20,33,59,7,21,28,48,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2072794,32,2,0,0,0,0,3,5,10,29,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2290763,2,8,0,10,10,10,1,5,8,9,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3016372,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2170366,1,8,0,25,25,25,1,5,8,8,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2247205,31,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1880012,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1387004,91,8,3,7,7,7,10,24,45,74,72,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +2986529,1056,8,0,0,0,0,4,15,46,65,0,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +2811429,39,8,0,0,0,0,1,6,9,17,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1406547,0,8,0,2,3,3,1,2,2,3,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2169827,3,8,0,6,11,18,2,7,9,10,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +3171972,6,8,0,0,0,25,0,0,1,2,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1926893,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","Yes" +1171795,6,8,0,0,1,5,1,3,8,11,0,"No",0,0.81,0.89,0,"No","No","Yes","Yes","No","No" +1806195,0,2,0,281,468,484,0,0,0,0,21,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1435867,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1277531,45,2,54,72,180,324,30,98,180,260,42,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1407783,28,NA,0,0,0,0,7,18,29,41,5,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1135002,17,2,0,92,157,209,13,55,110,168,31,"Yes",10,0.62,0.69,0,"No","No","No","Yes","No","Yes" +2246229,11,8,0,0,0,0,0,0,1,1,1,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +3199280,2,8,0,0,0,0,1,3,3,5,0,"No",0,0.4,0.41,0,"Yes","No","Yes","Yes","No","No" +1912350,480,8,0,0,0,373,39,160,348,504,60,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +2170992,3,2,1,4,9,14,1,4,8,15,1,"No",0,0.13,0.17,0,"No","No","No","Yes","No","Yes" +3160267,86,2,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1341739,154,2,0,0,0,0,0,0,3,3,3,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +3107165,19,2,0,0,0,0,1,5,13,24,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2898684,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1124217,3,12,0,4,10,12,2,5,15,21,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","Yes" +2097798,125,8,20,400,400,400,40,130,236,359,41,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1951546,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1635731,1,2,0,25,25,50,8,18,33,50,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2894131,151,2,100,50,50,100,9,41,129,162,11,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2294937,5,8,2,10,38,56,0,19,33,63,3,"No",0,0.7,0.9,0,"No","No","No","Yes","No","Yes" +1362370,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2997229,370,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1718861,152,NA,0,0,0,0,5,12,20,33,8,"No",0,-99,-99,0,"No","No","No","No","No","No" +1115316,1702,NA,0,0,0,0,35,90,174,295,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2152358,0,8,0,0,0,0,0,1,2,3,1,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1827808,59,16,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.61,0,"No","No","Yes","Yes","No","No" +1869192,2,2,0,4,4,4,2,8,9,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +3031406,21,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1220619,3,8,1,3,5,8,0,6,8,13,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2006879,4708,8,15,0,0,0,271,1061,2210,4067,651,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1461784,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +2080935,1,9,0,6,12,20,0,2,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3248262,60,8,8,64,140,200,19,64,127,223,13,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2312177,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1905011,6,12,0,11,11,15,0,10,13,30,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1255173,6,8,0,4,12,22,3,6,14,16,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2923363,-5,NA,7,0,0,0,8,25,47,69,21,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2193991,0,4,0,6,6,6,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1280976,637,NA,247,0,0,0,294,973,2049,3634,362,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2950560,46,2,9,90,130,180,22,66,139,221,29,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +3269617,2,2,0,0,0,8,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3053214,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1624415,326,NA,0,0,0,0,4,4,8,12,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1980339,3,8,0,0,0,1,0,0,1,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2026499,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1406814,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1316058,122,4,0,144,288,360,99,295,523,626,48,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +2884173,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3072343,13,12,5,12,12,27,2,7,21,31,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1801442,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +2206155,0,4,0,4,4,4,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1493545,1,8,0,1,3,4,1,2,3,5,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +1888741,63,8,5,40,82,138,17,51,118,170,25,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3275129,4,2,2,6,14,28,1,11,22,32,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2807408,21,12,0,0,0,5,4,6,16,34,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +2157484,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2082035,0,2,0,40,40,40,0,0,0,0,0,"No",0,0.22,0.27,0,"No","No","No","Yes","No","Yes" +3073321,8,0,0,0,0,0,2,2,2,5,1,"No",0,0,0,0,"No","No","No","No","No","No" +1907328,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1216603,14,12,0,0,0,0,1,3,5,9,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2088963,152,2,90,0,0,0,10,33,46,54,7,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +1194284,-126,8,0,1286,1786,2456,463,978,1716,2264,451,"No",50,0.45,0.69,153,"No","No","Yes","Yes","No","Yes" +1777178,47,8,17,194,313,429,68,166,290,444,52,"No",18,0.81,0.87,13,"No","No","No","Yes","No","Yes" +2100167,207,8,123,128,256,384,41,135,280,430,54,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2312807,0,8,0,6,8,11,2,5,9,11,2,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","Yes" +1871651,17,8,0,254,347,409,31,101,191,337,49,"No",0,0,0,1,"No","No","No","Yes","No","Yes" +1706260,231,NA,0,0,0,0,4,13,59,118,51,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1889027,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3246082,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1952383,181,16,2,616,823,1065,79,557,1292,1734,31,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +3198046,13,8,60,0,0,0,0,8,34,52,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1571813,44,NA,0,0,0,0,500,1855,2196,2561,161,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3081727,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1928890,34,8,8,20,52,76,10,40,64,108,13,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1525022,1151,2,1,960,1920,2880,239,892,2011,3043,313,"No",0,0.45,0.47,0,"No","No","No","Yes","No","No" +1621729,13,2,0,108,158,238,23,76,155,195,10,"No",0,0.44,0.44,0,"No","No","Yes","Yes","No","Yes" +1919710,9,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1606445,4,8,0,0,0,0,0,0,3,7,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1336286,2,3,0,3,7,12,2,7,17,22,1,"No",0,0.42,0.46,0,"No","No","No","Yes","No","Yes" +1261711,55,3,2,33,66,99,12,41,84,191,15,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3031519,2073,10,0,0,0,0,2,12,19,36,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3169135,141,14,0,0,0,0,2,7,14,24,1,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1129227,0,2,0,5,8,9,0,0,0,0,1,"No",0,0.66,0.72,0,"Yes","No","Yes","Yes","No","No" +1921741,285,8,121,0,0,0,12,45,103,153,27,"No",0,1,1,0,"Yes","No","No","No","No","No" +1639868,286,4,16,192,192,416,0,0,2,2,3,"No",0,0.85,0.81,0,"No","No","No","Yes","No","No" +1894120,150,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2915687,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1122609,12,8,6,14,24,34,5,15,31,51,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1164039,147,9,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2229246,-27,8,89,85,192,324,26,115,282,387,42,"No",0,0.16,0.1,35,"No","No","Yes","Yes","No","No" +1668025,16,8,0,0,0,0,0,2,4,5,2,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","No" +1372944,2,8,0,3,4,7,0,2,5,5,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +2895769,262,8,1,0,0,0,8,34,77,125,21,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2167003,12,2,28,0,28,28,3,13,20,20,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1236718,11,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2815698,0,2,5,0,3,4,0,0,0,0,0,"No",0,0.54,0.56,0,"No","No","No","Yes","No","No" +2954821,178,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.74,0,"Yes","No","No","No","No","No" +1140778,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.79,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1323126,96,2,0,0,0,0,0,0,0,0,3,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1692310,5,8,0,0,2,6,0,5,9,12,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1506198,2,12,0,0,0,0,0,0,0,1,1,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +1450150,14,12,0,0,0,0,1,4,7,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1899793,2277,NA,7,0,0,0,15,43,99,156,21,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1211629,87,8,0,0,200,200,10,41,108,158,25,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1291617,5,12,0,0,0,0,0,0,0,2,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3196350,1251,8,249,498,823,888,367,606,1148,3167,343,"No",0,0.54,0.54,0,"No","No","Yes","Yes","No","No" +1931884,0,12,0,6,10,11,5,14,19,24,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" 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+1251666,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","Yes" +2179387,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +2156605,0,8,0,24,37,50,7,17,21,31,1,"No",0,0.73,0.77,0,"No","No","No","Yes","No","Yes" +2302309,6,8,0,0,0,0,0,0,2,2,1,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2303373,0,8,0,3,5,6,1,2,4,8,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","Yes" +1130039,0,2,0,60,60,60,0,5,5,5,0,"No",0,0,0,5,"Yes","No","No","Yes","No","No" +1472596,8,2,0,34,51,85,7,21,40,66,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","Yes" +3161345,-12,8,0,19,19,21,1,6,10,16,7,"No",0,0.5,0.46,12,"No","No","No","Yes","No","No" +1658369,194,8,480,888,1784,2936,262,911,1776,2588,357,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1137447,1,2,0,2,3,4,2,5,11,14,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1870297,41,8,0,44,85,126,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1483635,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1720608,-2,12,7,42,70,91,8,24,44,56,10,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1848631,1,8,0,12,12,17,1,3,11,17,14,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","Yes" +3142160,564,8,87,276,816,1332,125,506,1137,1981,107,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2275746,3,8,0,4,8,12,0,3,11,15,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2221543,59,2,0,0,15,30,9,24,43,71,4,"No",0,0.64,0.52,0,"No","No","No","Yes","No","No" +2901368,170,12,112,0,150,150,22,68,149,248,35,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3092738,128,10,3,0,6,26,4,34,73,143,21,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3173950,16,8,4,34,76,118,1,18,37,44,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1950866,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1214847,12,2,0,0,0,0,0,1,2,2,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2174463,3845,8,32,0,0,0,208,649,1338,2137,254,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1231416,123,8,0,27,27,27,6,39,80,108,18,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","No" +1235582,349,2,0,0,142,142,163,439,866,1246,61,"No",0,1,0.98,1,"No","No","No","Yes","No","Yes" +2301218,835,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3244372,73,8,0,0,0,0,1,1,1,1,0,"No",0,0.72,0.63,0,"No","No","Yes","Yes","No","No" +3017105,77,2,8,96,192,288,22,101,209,384,37,"No",0,0.62,0.58,0,"No","No","Yes","Yes","No","No" +1947449,2,8,0,35,50,69,8,21,59,97,18,"No",1,0.75,0.86,1,"Yes","No","Yes","Yes","No","Yes" +2059924,12,8,0,204,360,420,56,136,302,365,57,"No",0,0.09,0.09,1,"No","No","Yes","Yes","No","Yes" +2073261,3,9,0,0,1,2,0,1,1,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1307170,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1146191,14,2,0,0,0,0,0,0,1,3,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +2980560,192,3,57,312,551,861,88,387,703,1028,101,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +1216671,5,0,1,0,2,4,3,4,6,7,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1626661,4,9,0,15,23,31,5,11,25,42,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1438469,-1,8,0,4,6,8,1,2,4,4,0,"No",0,0.28,0.28,0,"No","No","No","Yes","No","Yes" +1926368,1062,2,627,2980,6238,9253,769,2609,5626,8941,648,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2022880,0,2,0,1,1,1,0,0,1,1,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +3155699,8,8,0,16,31,49,4,16,26,35,7,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1146066,37,2,27,0,20,45,5,26,47,66,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1631786,4,4,8,5,10,15,9,26,41,58,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2289331,0,2,0,1,3,3,4,30,34,34,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1976212,141,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2179938,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1330559,39,8,38,106,125,199,24,74,141,209,21,"No",0,0.64,0.68,0,"Yes","No","No","Yes","No","No" +1648344,14,2,15,24,24,24,1,1,1,1,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +1185286,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1313896,47,0,0,0,0,0,2,3,5,8,1,"No",0,0,0,0,"No","No","No","No","No","No" +1611003,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2879445,15,12,0,7,7,7,1,3,7,14,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1161035,11,2,0,0,0,0,0,0,2,2,1,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","No" +2013235,4,4,0,5,10,10,3,7,17,25,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1183258,2847,13,0,0,0,0,2,2,2,6,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +2064764,307,8,251,950,1700,2500,225,796,1523,2220,216,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2904871,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +3200746,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2044998,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1757735,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1450766,9,9,0,19,30,41,2,10,22,43,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2291419,4,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +2160473,69,2,0,360,576,720,97,276,495,723,124,"No",72,0.53,0.54,0,"No","No","Yes","Yes","No","Yes" +2959880,48,4,1,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3129329,695,52,0,0,0,0,2,5,19,23,9,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +2254487,16,8,0,0,0,0,0,2,4,5,1,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","No" +1332789,40,8,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1944167,5,4,0,0,1,3,0,0,4,6,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1945881,8,16,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1449529,10,8,0,0,6,6,1,4,9,18,3,"No",0,0.97,0.79,0,"No","No","No","Yes","No","No" +1207863,78,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3146106,7,8,6,3,3,3,2,5,9,19,0,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1243010,14,8,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2968765,73,8,0,30,60,120,11,33,74,107,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3038922,113,8,26,96,192,276,29,98,210,305,63,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1546478,3,8,0,2,2,6,1,5,8,11,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +2954100,7,8,0,0,0,0,1,2,2,3,0,"No",0,0.34,0.34,0,"Yes","No","Yes","Yes","No","No" +2014327,-32,8,0,161,232,336,34,120,248,306,20,"No",0,0.98,0.98,32,"No","No","No","Yes","No","Yes" +2910838,26,9,0,1,2,5,3,12,27,41,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1636787,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1408223,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2068120,18,2,0,20,20,20,3,8,11,16,1,"No",0,0.82,0.91,0,"Yes","No","No","No","No","No" +1909714,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1260093,31,30,0,42,42,102,17,52,85,123,0,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +1608877,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2917404,13,8,0,0,0,0,1,2,2,2,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2298627,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +2163165,0,2,0,7,9,9,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1981374,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +2307425,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2866555,3,8,0,0,0,0,3,3,4,10,2,"No",0,0.5,0.33,0,"Yes","No","Yes","Yes","No","No" +1868129,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1447941,0,12,0,4,5,7,2,4,4,7,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2992465,43,8,0,9,29,43,3,17,31,51,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3125081,6,2,0,12,12,12,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3148468,5,12,7,7,21,28,3,12,18,27,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1340570,11,4,0,36,54,90,19,38,86,132,10,"No",0,0.97,0.91,0,"No","No","No","Yes","No","Yes" +2865825,54,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1580893,2,9,0,3,5,5,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1581805,157,8,18,0,96,192,17,73,219,317,28,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1199925,1264,4,32,800,1600,1600,150,549,1104,1710,206,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1852679,485,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3176765,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1123809,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1141659,4970,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +2058703,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2977214,2732,12,0,0,0,0,5,21,41,57,2,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1126800,74,9,2,35,35,66,12,39,78,142,20,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2268577,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1163998,8,8,0,0,0,0,0,0,0,3,1,"No",0,0.12,0.65,0,"No","No","Yes","Yes","No","No" +1516221,1,2,0,10,10,10,2,2,6,6,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2834949,0,8,0,6,6,6,0,0,2,7,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1384480,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1761404,10,2,0,0,0,0,0,2,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2819126,101,2,0,0,0,0,4,8,19,29,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2101949,0,4,0,6,10,14,5,7,17,19,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","Yes" +1825643,120,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1934974,109,2,55,110,190,260,52,102,229,457,61,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3059679,11,2,0,3,3,3,0,0,1,1,0,"No",0,0.78,0.75,0,"Yes","No","Yes","Yes","No","No" +1784870,2,8,1,17,23,23,3,16,22,32,6,"No",9,0.46,0.45,0,"No","No","No","Yes","No","No" +1535421,16,9,0,180,255,315,28,80,144,284,51,"No",60,0.68,0.66,1,"No","No","No","Yes","No","Yes" +1390437,83,16,1,0,0,0,9,18,31,62,7,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2925993,3,4,1,0,0,0,1,3,5,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3279621,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1724836,5,8,0,0,0,0,2,3,6,12,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1885824,6,9,4,27,47,56,0,6,6,8,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +3085404,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2302816,10,2,0,152,200,248,30,56,110,132,14,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2966653,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2902427,74,8,0,0,0,0,2,4,6,11,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +2825331,0,8,0,7,11,15,6,8,15,17,0,"No",0,0.64,0.48,0,"No","No","No","Yes","No","Yes" +2225052,19,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1768963,4,4,0,0,2,3,2,3,4,6,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1546992,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1359574,9,16,0,0,0,0,1,3,3,4,6,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1618774,4713,16,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +3159652,3,3,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3202978,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1976078,0,2,0,5,5,5,0,0,1,1,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1567985,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1716969,-1,9,0,17,22,31,10,25,41,47,0,"No",0,0.68,0.66,1,"No","No","Yes","Yes","No","Yes" +1295755,18,2,0,0,0,0,0,10,10,10,1,"No",0,0.11,0.07,0,"Yes","No","No","No","No","No" +3273901,0,8,0,168,216,216,0,0,0,0,0,"No",0,0.89,0.8,0,"No","No","No","Yes","No","No" +1285825,-2,8,0,16,22,31,0,9,13,15,0,"No",0,0.61,0.62,2,"No","No","No","Yes","No","Yes" +1317145,125,8,0,100,150,250,21,75,177,271,42,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2061531,123,8,13,73,193,313,21,85,209,320,24,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2001684,8,2,0,0,0,0,0,4,7,8,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3182968,3063,8,0,600,2400,3600,38,940,2518,4771,455,"No",0,0.25,0.27,0,"No","No","No","Yes","No","No" +3012818,336,4,133,285,509,677,88,364,1015,1537,0,"No",105,0.73,0.78,0,"No","No","No","Yes","No","No" +1817413,0,12,0,200,280,380,56,149,263,359,55,"Yes",0,0.51,0.51,0,"No","No","No","Yes","No","Yes" +2114998,31,30,0,0,0,0,1,5,15,24,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1822737,3,8,0,2,3,5,0,2,3,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2293762,65,8,0,60,120,180,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1393657,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2118276,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.19,0.5,0,"Yes","No","No","Yes","No","No" +1339699,1233,8,0,600,600,600,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2202546,21,0,0,184,312,440,47,150,253,388,19,"No",0,0,0,1,"No","No","Yes","No","No","Yes" +1528236,12,12,0,0,10,20,1,5,6,17,2,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2832472,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","Yes" +2914484,52,8,3,15,36,56,7,19,45,80,20,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1285172,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +2883016,2314,8,0,0,0,0,0,6,8,8,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1910123,0,4,60,0,0,0,0,0,0,0,1,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +2229785,117,8,22,40,140,240,19,45,93,161,95,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +1932436,11,2,0,10,20,30,0,2,9,11,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +2174574,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2915540,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1733289,47,9,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1618708,105,8,4,38,115,168,27,108,231,355,34,"No",4,0.45,0.57,0,"No","No","No","Yes","No","No" +2189943,9,8,0,0,0,0,0,0,1,1,1,"No",0,0.9,0.74,0,"No","No","No","Yes","No","No" +1826051,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2929158,5,8,0,0,0,0,0,0,2,4,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2027026,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1880032,9,4,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1902804,25,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1153347,41,2,22,21,63,105,19,63,97,135,21,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1597870,0,8,0,12,30,48,5,16,25,38,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3204300,10,8,0,0,0,0,0,1,6,8,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1666989,7,8,0,80,124,160,17,52,97,136,14,"No",4,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1735028,0,2,0,45,75,85,0,0,0,0,0,"No",0,0.44,0.44,0,"Yes","No","No","Yes","No","No" +1763022,1631,8,17,0,0,0,130,387,715,1198,130,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1588992,249,8,15,128,256,384,56,244,484,753,142,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +1663159,37,2,0,0,0,0,1,3,14,16,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1590035,172,4,21,500,800,800,58,258,468,707,82,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1971698,5,2,0,0,0,0,0,0,0,1,0,"No",0,0.26,0.53,0,"Yes","No","Yes","Yes","No","No" +2072961,2400,16,0,0,0,0,6,46,78,126,18,"No",0,0.79,0.62,0,"No","No","No","Yes","No","No" +1711341,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1450209,224,2,119,450,650,1000,137,510,865,1275,192,"No",0,1,1,0,"No","No","No","Yes","No","No" +1838023,0,2,0,0,0,0,1,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1655571,21,8,0,32,48,80,3,22,36,57,1,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1728364,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1997505,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2194092,4216,8,592,2960,2960,6512,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1827341,101,4,8,50,101,152,21,54,135,187,36,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2034225,663,2,180,828,2052,3420,225,868,1906,2724,250,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3156682,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2932101,9,12,0,40,40,40,0,0,0,0,1,"No",0,0.27,0.26,0,"Yes","No","No","No","No","No" +3234856,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1737706,3,8,7,96,160,216,7,36,90,138,15,"No",0,0.57,0.74,1,"No","No","No","Yes","No","Yes" +2880766,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1852661,108,8,131,307,559,805,88,277,525,821,51,"No",24,0.78,0.74,0,"No","No","No","Yes","No","No" +1512906,3,2,0,0,0,0,0,0,0,1,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2972280,52,2,0,0,10,20,5,14,29,47,11,"No",0,0.86,0.71,0,"No","No","Yes","Yes","No","No" +2282047,31,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3044034,10,10,0,0,0,0,0,0,5,7,2,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1488285,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1435670,258,8,13,40,240,450,49,197,567,790,74,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1541154,1,2,0,50,50,50,15,31,31,31,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","Yes" +2271109,569,8,12,160,640,1120,133,360,1029,1482,122,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1240949,3295,8,0,0,0,0,21,83,177,311,39,"No",0,0.67,0.61,0,"No","No","No","Yes","No","No" +2875055,110,12,0,0,0,0,4,17,43,65,4,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +2834898,259,9,17,252,569,867,54,179,325,503,74,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +1726062,0,2,0,102,119,142,0,0,0,0,0,"No",0,0.93,0.8,0,"No","No","No","Yes","No","Yes" +1534537,51,12,0,3640,6240,9040,1040,3288,6467,9735,1335,"No",0,0.28,0.3,72,"No","No","Yes","Yes","No","Yes" +1447959,11,2,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1373462,207,2,0,0,0,0,10,45,102,123,26,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1898085,15,8,0,0,0,0,0,3,4,4,1,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +1456082,10,9,0,6,6,12,0,3,8,12,2,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +3205104,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2129193,0,2,0,53,53,53,0,4,4,4,0,"No",0,0,0.25,0,"Yes","No","No","Yes","No","Yes" +2301531,20,9,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1634114,0,8,0,47,75,103,7,23,39,60,4,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +2143192,2000,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1394006,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2137825,1045,8,188,1046,1760,2950,301,1071,2123,2985,292,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3014237,79,8,0,0,0,0,2,5,5,7,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1826357,23,8,0,32,48,68,3,17,31,47,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1929711,35,8,0,14,18,25,6,16,29,50,5,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1447960,8,8,750,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1280023,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2206176,0,NA,0,2,2,2,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","Yes" +1874044,26,8,0,0,8,16,1,9,24,47,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2971000,0,2,0,10,10,10,0,0,0,0,2,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","Yes" +2117232,8,2,0,0,0,2,0,6,14,18,2,"No",0,0.75,0.89,0,"No","No","No","Yes","No","Yes" +1312429,160,2,165,0,255,408,60,224,411,564,86,"No",0,0.78,0.73,0,"No","No","Yes","Yes","No","No" +3107656,5,8,0,2,5,6,0,2,3,8,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +2120020,12,2,18,5,15,20,1,12,24,38,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3146287,36,12,0,0,0,0,10,10,10,10,6,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2845440,26,8,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3224741,108,4,62,0,60,60,7,34,75,112,27,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2148767,619,8,15,0,1000,1000,83,239,526,854,78,"No",0,0.9,0.91,1,"No","No","No","Yes","No","No" +2975992,3,2,1,2,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +2264644,516,8,0,0,0,0,1,9,11,61,13,"No",0,0.5,0.6,0,"No","No","No","Yes","No","No" +3140013,234,8,46,120,320,520,45,162,356,527,85,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1838018,0,12,0,3,3,3,0,0,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1421141,4840,8,30,0,0,0,80,180,418,548,165,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2177005,161,2,0,0,0,0,5,11,48,49,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2813818,2,NA,0,0,0,0,0,2,4,9,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +3244019,15,2,0,28,28,28,1,2,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2234764,28,5,0,0,0,0,0,1,1,31,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3009528,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2076536,88,4,16,69,133,177,7,58,109,215,19,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2294913,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1170180,1,8,0,8,16,24,8,11,19,27,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","Yes" +2946398,86,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1849027,8,8,0,0,0,0,0,1,1,6,1,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2999161,0,8,0,3,3,4,0,3,5,5,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","Yes" +2080894,19,9,0,0,0,0,0,1,2,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1212030,12,4,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2974593,13,8,0,0,0,0,0,0,1,3,1,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +2074262,9,8,0,18,27,36,4,12,28,38,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1950571,2,12,0,21,21,27,4,12,32,46,1,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1865083,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2819253,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1347294,0,2,0,9,9,9,0,0,0,0,0,"No",3,0.26,0.32,0,"Yes","No","No","Yes","No","No" +1404619,145,52,0,0,0,0,0,0,0,1,2,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +2985785,8,8,0,0,0,0,0,1,4,6,4,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2119479,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +2193729,54,9,8,36,71,106,17,51,83,111,14,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1117221,121,12,0,375,375,375,20,94,124,312,16,"No",0,0.56,0.72,0,"No","No","No","Yes","No","No" +1157108,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1484238,131,2,5,44,44,132,13,69,140,158,25,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1558006,3,2,0,17,33,49,5,13,28,38,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +1137007,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1353299,0,2,0,10,12,12,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1732201,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1932027,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1660292,5,9,0,1,3,4,5,9,14,16,0,"No",0,0.91,0.77,0,"Yes","No","Yes","Yes","No","No" +1705318,500,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1657060,1,12,0,69,85,133,4,38,58,90,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1959167,8,8,0,0,0,0,0,0,1,1,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1326578,486,2,146,720,1536,2226,281,925,1793,2830,243,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2172437,1,8,0,0,0,10,1,4,16,22,4,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1786633,7,8,0,0,0,0,1,4,4,8,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2214930,0,12,0,322,322,322,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","Yes" +3045087,28,4,5,18,32,46,61,208,395,595,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1420363,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1695968,38,8,0,0,0,0,2,7,21,34,4,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2181405,103,12,28,121,241,321,40,133,300,461,69,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1308036,71,8,0,0,0,0,0,1,1,3,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1771917,8,8,0,85,157,265,11,42,65,107,13,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1206206,46,16,18,299,767,1181,134,346,606,753,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1932114,2,2,0,0,10,10,0,1,2,2,0,"No",0,0.6,0.49,0,"No","No","No","Yes","No","Yes" +2148544,31,8,0,0,0,0,0,7,7,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1925243,530,4,60,180,540,720,59,190,454,665,97,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1770721,6,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3003145,8,16,0,76,101,148,14,60,108,115,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1691121,7,8,0,0,0,0,0,0,1,3,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1552564,12,4,0,4,12,24,0,0,18,22,4,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1629727,183,NA,0,0,0,0,3,5,11,21,3,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2102965,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2916576,110,52,0,0,0,0,5,22,40,74,16,"No",0,0.22,0.16,0,"Yes","No","No","Yes","No","No" +1119181,4,8,0,0,0,0,2,2,10,12,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2107026,1346,10,0,0,0,0,1,9,23,29,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1773514,5,8,0,0,5,7,6,11,19,25,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1413081,18,8,20,95,169,235,33,115,212,328,81,"No",9,0.86,0.88,1,"No","No","No","Yes","No","Yes" +1445540,9,8,0,0,0,0,0,0,1,1,2,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1175587,13,NA,0,0,0,0,0,0,1,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1769041,6,2,0,50,50,50,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3216979,2,8,0,0,0,0,1,1,11,17,1,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2032458,17,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1352941,6,3,0,0,3,9,1,4,13,21,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","Yes" +1918452,12,8,0,0,0,0,1,3,4,5,2,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1171448,71,2,0,0,0,0,1,5,6,6,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2931998,45,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2304952,2047,12,0,0,0,0,0,2,2,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1986658,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1314259,96,9,0,0,0,0,0,0,1,2,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3081652,10,8,0,5,11,18,1,7,16,23,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1413289,22,2,0,24,48,72,7,13,25,28,0,"No",0,0.27,0.35,0,"Yes","No","No","Yes","No","No" +1462087,1,8,0,25,25,50,9,15,29,60,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +1607807,1,8,72,0,0,0,3,10,18,28,3,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3267760,6,8,1,10,20,30,3,9,12,18,1,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +2243363,2686,8,0,0,0,0,19,48,130,163,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2047875,107,8,10,48,132,222,18,79,173,263,39,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1873450,32,8,0,0,0,7,5,12,14,25,3,"No",0,0.46,0.18,0,"No","No","No","No","No","Yes" +1933658,6,2,0,0,0,0,1,6,13,17,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","Yes" +1747045,43,8,2,26,52,78,11,48,88,123,35,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1669097,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1943544,36,2,0,0,32,48,5,19,36,40,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1432239,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2073130,52,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1516326,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1808543,3,12,0,0,0,0,1,3,4,5,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +3003549,211,8,0,0,0,0,1,7,14,20,3,"No",0,0.72,0.6,0,"Yes","No","No","Yes","No","No" +1177981,15,8,2,8,26,42,4,14,34,54,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1784212,14,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2938722,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2106253,0,8,0,6,10,14,0,2,9,10,0,"No",0,0.64,0.47,0,"No","No","No","Yes","No","Yes" +3117176,1524,NA,0,0,0,0,1,4,9,12,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1525437,2,3,0,3,3,3,0,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2010912,2,9,0,0,1,2,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1475560,0,8,0,21,29,37,3,14,22,32,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1783475,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.49,0,"No","No","No","Yes","No","No" +3280956,41,2,18,30,78,126,12,45,94,155,15,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1668033,500,8,18,960,1760,2560,286,801,1632,3312,343,"No",0,1,1,0,"No","No","No","Yes","No","No" +1749098,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1530634,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2260567,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2001894,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1710757,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.59,0.61,0,"No","No","Yes","Yes","No","No" +1263408,3,16,0,0,0,0,0,0,0,0,1,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +2119817,281,4,70,314,699,1081,119,444,860,1197,110,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3041118,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.21,0.34,0,"No","No","No","Yes","No","No" +3027593,49,8,0,13,34,53,1,11,35,74,24,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2893023,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2971421,5,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1802789,5,8,0,2,2,4,0,3,6,9,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3235184,4,8,0,0,0,0,0,0,1,3,2,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3023783,2,12,1,0,0,0,0,0,1,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1852000,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1559730,10,2,0,9,21,36,0,5,12,14,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1815369,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1840971,0,8,0,0,434,712,1,1,1,1,20,"No",0,0.69,0.69,0,"Yes","No","No","No","No","Yes" +1963521,2,12,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1915925,2170,4,1160,1230,2460,3690,332,1130,2385,3112,310,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3006104,-5,8,0,397,649,883,92,284,613,900,73,"No",35,0.8,0.79,13,"No","No","No","Yes","No","Yes" 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+1907170,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1254949,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1704766,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","No" +2248366,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1513724,114,8,96,24,46,68,14,66,134,237,70,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1265199,19,9,15,14,14,14,1,8,23,28,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1538448,2,8,0,11,27,39,4,10,17,24,2,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1643059,7,4,11,0,0,0,1,5,14,23,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3094950,9,2,0,0,0,0,0,1,4,6,1,"No",0,0.21,0.34,0,"No","No","Yes","Yes","No","No" +1603797,0,8,0,8,10,14,2,3,7,10,3,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1523486,36,8,5,39,60,81,12,31,65,103,14,"No",12,0.86,0.88,0,"No","No","No","Yes","No","No" +2087700,20,2,0,10,10,10,0,0,0,0,0,"No",0,0.63,0.81,0,"Yes","No","No","Yes","No","No" +2050008,14,9,0,32,62,92,2,24,36,38,43,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2845521,86,9,16,78,120,162,33,74,103,157,37,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2293240,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1841507,128,2,0,0,0,0,0,0,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1551945,1,2,0,300,300,300,8,13,20,28,0,"No",0,0.71,0.66,0,"No","No","No","Yes","No","Yes" +2207025,20,8,0,15,30,42,10,19,31,41,4,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2170532,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2098344,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +3212155,191,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +2168091,80,10,0,0,0,0,3,7,12,19,3,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1128124,89,2,0,0,0,120,14,26,57,99,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2030449,2,8,0,0,0,0,0,1,2,2,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1145626,0,8,0,7,10,14,4,7,10,15,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2902841,30,2,0,0,0,0,0,2,2,12,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1159362,18,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.82,0,"No","No","No","Yes","No","No" +2224577,4,9,0,0,0,1,1,1,1,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2096832,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3185695,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1903545,4,12,0,20,41,58,5,10,22,33,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1322115,-1,8,0,21,21,21,0,7,17,23,14,"No",0,0.73,0.69,1,"No","No","No","Yes","No","No" +1772092,28,2,0,0,0,0,0,0,2,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1569900,15,8,0,18,36,54,8,26,45,62,10,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2102096,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1830791,58,2,0,0,0,0,0,0,2,2,1,"No",0,0.75,0.41,0,"Yes","No","No","Yes","No","No" +1420037,56,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1148213,0,2,0,9,12,12,0,0,0,0,1,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","Yes" +1939662,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1617149,2,8,0,6,11,17,5,8,14,16,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1598214,693,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1352594,-6,12,1,23,31,44,12,26,43,48,4,"No",0,0.69,0.69,7,"No","No","No","Yes","No","Yes" +1777590,12,8,0,24,40,56,8,18,32,61,2,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1777510,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2204437,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +1830068,5,2,0,32,62,92,7,30,58,84,6,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1677217,0,2,4,3,5,5,1,4,6,7,0,"No",0,0.3,0.16,0,"Yes","No","Yes","No","No","Yes" +1894702,14,4,0,0,0,0,1,1,3,4,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2827568,60,8,7,49,91,161,25,59,122,178,23,"No",0,1,1,0,"No","No","No","Yes","No","No" +3224854,49,8,8,140,230,345,25,92,141,209,46,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2972438,577,NA,0,0,0,0,8,14,28,47,9,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1856291,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1918813,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2152683,297,8,23,420,960,1440,161,520,1108,1582,160,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1425607,243,2,0,0,0,0,0,0,1,1,0,"No",0,0.47,0.72,0,"Yes","No","No","Yes","No","No" +2048683,0,8,0,47,47,47,1,3,8,16,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1510866,57,8,5,0,38,38,10,25,52,84,15,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1865613,1,8,0,10,10,10,3,7,9,9,1,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1961876,378,12,0,0,0,0,0,9,13,19,1,"No",0,0.33,0.57,0,"No","No","No","Yes","No","No" +1830744,2,2,0,2,3,4,0,2,2,2,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +2971143,168,15,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1877833,316,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2889366,5,8,0,0,0,0,0,0,2,3,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2236335,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +1672790,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1932025,0,2,0,0,0,0,0,1,1,1,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1341935,172,8,173,160,320,320,108,244,402,552,48,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2132584,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3100852,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1376938,266,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1964272,20,4,0,0,0,0,0,0,0,4,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +1312467,21,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1915829,7,9,0,0,0,0,1,2,5,7,1,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +3227532,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2108563,5,12,0,24,24,24,0,0,0,1,0,"No",0,0.27,0.26,0,"Yes","No","No","Yes","No","No" +3125168,83,8,3,0,29,58,13,39,66,99,15,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1637872,5,8,0,37,37,37,6,13,24,38,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","Yes" +2016019,3,4,3,22,30,34,1,9,14,22,0,"No",3,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1620007,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1207975,208,NA,17,0,0,0,200,651,1208,1746,233,"No",0,-99,-99,0,"No","No","No","No","No","No" +2184499,0,3,0,0,285,465,0,0,1,1,62,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +2909670,127,8,0,0,0,0,3,14,31,52,18,"No",0,0.21,0.6,0,"Yes","No","No","No","No","No" +1893550,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2882021,31,8,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2893826,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1616769,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1366172,8,8,23,122,183,233,51,154,262,353,56,"No",0,0.99,0.97,12,"No","No","No","Yes","No","Yes" +1943909,120,12,0,0,0,0,0,0,1,5,4,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1500605,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2020273,11,8,0,11,21,21,5,7,19,34,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +3181095,39,2,24,24,120,216,42,86,122,187,45,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1245040,45,8,44,118,208,304,23,95,194,315,21,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2961967,58,8,0,0,0,0,0,0,1,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2307547,292,2,96,559,1105,1495,178,494,938,1380,184,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2313913,0,4,0,40,60,80,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1935911,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1393157,30,8,0,1120,1680,1960,182,533,1077,1741,160,"No",0,0.09,0.09,13,"No","No","No","Yes","No","Yes" +1356132,1,8,0,15,26,37,2,6,13,21,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2106103,6,8,0,89,149,204,37,94,155,226,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2983991,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1152635,2,2,6,6,6,6,2,4,4,4,0,"No",1,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +3023703,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1603369,0,4,0,125,203,204,0,0,0,0,22,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1159141,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2109640,5,2,0,12,24,24,4,14,18,33,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1811065,-1,9,0,20,32,44,9,17,18,20,3,"No",0,0.68,0.66,1,"No","No","No","Yes","No","Yes" +1447371,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3058867,290,4,86,257,725,1154,159,566,1126,1577,126,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1574967,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1946135,0,8,0,8,16,16,2,15,24,35,11,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2306924,100,9,0,38,76,114,76,185,280,386,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2936859,-13,8,0,21,21,21,3,12,20,25,0,"No",0,0.77,0.76,13,"No","No","No","Yes","No","Yes" +1362158,36,8,0,112,192,288,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1597166,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2992566,714,2,141,264,616,1056,137,636,1009,1356,142,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +1896791,2,8,0,8,8,8,1,2,6,10,15,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2212475,312,8,60,576,1482,2160,152,686,1811,3975,127,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1578854,22,8,0,230,427,638,74,186,316,413,0,"No",3,0.37,0.43,0,"No","No","No","Yes","No","Yes" +1548416,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +2848534,3,4,1,0,1,2,0,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1541606,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2911008,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.79,0,"No","No","Yes","Yes","No","No" +1592374,171,8,0,0,0,0,0,0,4,10,0,"No",0,0.02,0.13,0,"No","No","No","Yes","No","No" +1665090,2,10,0,0,0,0,0,0,0,0,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2860702,12,12,1,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2292991,11,2,0,5,10,20,0,21,28,32,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1743697,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2203470,155,4,1135,0,1000,1000,143,698,1166,1699,140,"No",0,0.9,0.92,290,"No","No","Yes","Yes","No","No" +1547462,395,2,77,160,395,627,48,148,380,611,333,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3163618,0,4,0,225,337,413,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1468237,3,8,0,0,2,4,1,1,2,7,3,"No",0,0.52,0.52,0,"No","No","No","Yes","No","No" +3207522,31,2,0,6,12,12,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3263623,8,2,6,21,30,48,12,43,59,77,9,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +2192647,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2159466,9,8,0,0,0,0,0,0,7,9,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1620324,4,8,0,0,0,0,0,0,2,4,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1340342,8,8,0,37,58,70,6,18,30,54,8,"No",0,0.23,0.23,0,"No","No","No","Yes","No","Yes" +2887917,3,8,0,0,0,0,3,7,8,14,1,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1254110,12,52,0,0,0,0,0,0,1,1,2,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1713054,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2297340,6335,4,1375,9000,18225,29250,3204,12470,24709,32542,3270,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2968303,9,2,0,0,0,0,1,1,1,1,2,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +1179357,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1651972,6,2,0,4,8,14,0,16,21,28,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +3200710,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","No" +1584877,575,12,43,0,300,600,74,249,534,831,101,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1249574,49,2,0,0,0,0,0,1,1,1,1,"No",0,0.82,0.78,0,"Yes","No","No","Yes","No","No" +1673614,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3178907,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1924419,28,10,0,18,58,98,3,28,59,81,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1273383,75,8,17,71,168,244,33,83,205,321,27,"No",0,0.35,0.35,0,"No","No","No","Yes","No","No" +1578242,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1203161,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1586582,712,2,275,640,1480,2320,201,531,709,722,236,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1524316,16,14,0,0,0,0,0,1,2,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1278487,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1202871,382,8,0,0,0,0,0,2,6,11,0,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +1785603,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1634760,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1597600,1,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2082461,419,6,13,0,0,0,22,92,201,387,372,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1820478,166,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1705807,7,8,0,9,9,18,1,5,15,23,4,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +2109336,0,10,0,4,7,7,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2003169,619,2,251,0,0,0,0,14,18,166,12,"No",0,0.73,0.89,0,"No","No","No","Yes","No","No" +1585459,1,8,0,0,0,0,0,3,6,8,5,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2010512,191,8,99,288,672,960,69,289,627,1025,68,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1459614,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1969626,13,8,0,2,2,6,0,1,9,14,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2261085,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"Yes","No","No","Yes","No","No" +2967526,0,2,0,3,4,7,0,0,2,2,0,"No",0,0.34,0.43,0,"Yes","No","No","Yes","No","Yes" +1238625,53,8,0,0,0,0,0,1,2,2,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2904511,0,8,0,1,1,2,0,0,1,1,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2144683,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1320656,29,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1379742,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2207962,10,8,0,0,0,0,0,1,2,3,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3165915,21,8,0,0,0,6,1,4,12,25,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2088571,160,10,0,0,100,100,12,46,101,207,19,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1943079,150,8,0,0,0,0,0,10,28,44,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2054831,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1357654,49,NA,0,0,0,0,4,4,6,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2028879,0,9,0,2,3,4,1,2,2,3,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2841757,192,8,0,0,35,175,18,71,137,279,56,"No",0,0.72,0.69,0,"No","No","Yes","Yes","No","No" +1536798,2,9,0,4,8,10,9,11,14,17,6,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1760424,207,12,6,0,300,300,20,67,149,235,36,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1619064,15,NA,0,0,0,0,1,1,1,2,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1637914,15,8,0,18,36,36,6,16,26,33,2,"No",0,0.67,0.39,0,"No","No","No","Yes","No","Yes" +1164339,2,NA,0,0,0,0,5,39,76,101,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1490213,0,4,0,13,13,13,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2860277,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2936757,5,8,0,0,0,0,0,0,0,8,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3133514,1803,4,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1849671,5,8,0,16,24,48,5,22,43,59,5,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +2247081,146,12,0,0,0,0,0,0,16,16,2,"No",0,0.69,0.8,0,"No","No","No","Yes","No","No" +1411081,1,8,0,13,21,29,3,11,19,28,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2115414,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1223191,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1612587,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2120012,86,2,0,54,126,180,19,51,116,202,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","Yes" +2825423,3,12,0,35,49,84,9,38,58,72,12,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +3090407,5,8,0,0,3,5,2,2,8,10,1,"No",0,0.29,0.29,0,"No","No","No","Yes","No","No" +1980398,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1271745,0,NA,0,2,2,2,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +3012543,125,12,0,0,0,0,0,0,1,5,2,"No",0,0.29,0.33,0,"No","No","No","Yes","No","No" +1287096,30,8,46,1256,2201,3209,449,1219,2510,3555,439,"No",42,0.92,0.76,152,"No","No","No","Yes","No","Yes" +1174943,19,2,0,12,24,36,1,6,13,27,3,"No",0,0.84,0.62,0,"No","No","No","Yes","No","No" +2088086,188,8,1,0,0,0,2,23,53,84,16,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1384390,27,12,0,8,16,35,4,23,57,76,25,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1428930,204,8,0,202,231,343,32,307,564,914,28,"No",0,0.94,0.9,1,"No","No","No","Yes","No","No" +2015248,115,8,0,0,0,0,0,0,1,2,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1354190,972,8,99,0,0,0,103,285,662,1040,85,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1528984,20,8,0,0,0,0,0,1,2,3,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1640936,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1273003,8,4,0,120,120,120,2,3,3,3,2,"No",120,0.56,0.72,0,"Yes","No","No","Yes","No","Yes" +2247718,299,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1760490,0,8,0,767,899,1194,1,1,4,6,72,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","No" +1451919,54,2,0,0,0,0,7,14,22,32,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1886976,4,8,5,5,5,10,3,5,8,16,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +3045408,98,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2209273,238,12,5,270,270,270,24,78,147,243,37,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2197454,68,9,0,0,0,0,1,1,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3051859,-16,12,0,37,44,51,0,32,39,39,0,"No",0,0.73,0.7,16,"No","No","No","Yes","No","No" +1214346,3,8,0,10,18,26,2,8,14,25,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2102613,0,12,0,214,310,314,1,5,9,9,18,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","Yes" +1971152,67,8,8,83,161,213,30,85,163,263,34,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1615002,4,8,0,0,36,36,2,2,3,8,2,"No",0,0.95,0.8,0,"No","No","No","Yes","No","Yes" +1118984,0,12,0,4,7,9,1,3,4,7,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1169538,316,12,70,3280,5880,8720,1109,3396,6547,9769,1490,"No",0,0.2,0.3,5,"No","No","Yes","Yes","No","Yes" +2234883,8,4,0,11,18,21,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2192861,2,12,0,17,25,33,0,1,7,11,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +3081396,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1298216,0,2,20,10,10,10,0,0,0,0,0,"No",0,0.81,0.78,0,"No","No","No","Yes","No","Yes" +2904988,25,8,6,46,73,97,5,34,75,133,26,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2924291,351,8,117,729,1113,1625,141,457,876,1446,167,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1499336,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +1965158,25,52,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1379288,0,2,0,11,15,19,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +2885554,35,8,6,46,75,106,14,41,82,118,43,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2103031,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1369178,1860,8,0,2800,5600,5600,409,1539,2885,4886,575,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +2272004,23,2,0,0,0,0,0,4,8,16,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +2301442,64,8,0,0,0,0,0,0,0,0,0,"No",0,0.35,0.72,0,"Yes","No","No","Yes","No","No" +1567236,59,12,0,0,0,0,32,38,41,109,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3133924,29,8,11,90,135,180,24,49,88,119,28,"No",0,1,1,0,"No","No","No","Yes","No","No" +1998511,3,8,0,17,35,44,3,15,25,40,8,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1993087,3,9,2,1,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3130044,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3234126,60,2,0,0,0,0,0,2,2,2,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1762926,24,2,0,0,30,30,7,15,32,46,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1568528,14,12,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1730877,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2298889,2,14,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1147260,4955,2,0,0,0,0,2,7,7,7,1,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +1820015,139,2,0,0,0,0,2,5,5,5,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3106570,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1563871,4,9,0,2,2,3,0,1,2,4,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1546900,0,2,0,0,0,0,0,1,2,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2120700,2,NA,2,0,0,0,4,15,25,45,4,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1217208,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +2959766,1,9,0,0,0,0,1,3,3,4,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2217688,1,12,1,13,13,13,1,3,8,8,0,"No",3,0.57,0.7,0,"No","No","No","Yes","No","Yes" +1785433,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2036454,11,9,0,0,0,0,0,1,3,4,2,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","No" +3118088,639,8,2,0,0,800,24,112,270,410,78,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2858419,11,2,0,0,0,0,1,2,5,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1428197,9,2,0,6,6,6,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1537013,2,2,0,41,76,111,12,39,63,91,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3070718,966,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1869337,16,8,0,55,84,84,5,21,34,57,7,"No",0,0.97,0.84,0,"No","No","No","Yes","No","No" +3008570,479,12,0,0,0,0,3,12,27,38,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2825631,87,8,0,0,0,0,1,8,17,18,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1848042,34,NA,0,0,31,53,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3097269,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1191346,1,9,0,1,2,3,0,2,2,2,1,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +2950665,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.77,0,"No","No","No","Yes","No","No" +1815748,2,12,0,5,7,9,0,4,5,8,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1419669,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2926845,12,2,25,54,90,144,42,42,42,42,17,"No",0,0.85,0.8,3,"Yes","No","No","Yes","No","Yes" +2090583,22,12,0,0,0,0,0,0,0,1,2,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +1674289,2,2,0,24,44,64,1,5,7,7,2,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +3173141,2,12,0,1,1,3,0,1,2,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1946474,10,2,0,0,0,0,0,1,1,2,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2094153,1,9,1,1,2,4,1,1,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1468099,2490,12,0,0,0,0,0,10,10,10,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1870907,12,12,3,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2172453,6,8,0,0,0,2,1,5,10,18,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1567613,1,8,10,40,90,140,15,25,50,64,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +2316097,97,4,2,18,54,90,10,35,72,118,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1239386,78,12,0,300,500,700,160,304,573,865,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","Yes" +1579968,1,12,0,6,11,13,3,6,16,22,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2204809,38,8,0,0,0,0,1,3,3,4,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3135904,0,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3245028,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","Yes","Yes","No","No" +1199392,9,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1181548,0,2,0,36,62,88,17,36,59,83,0,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +2059495,24,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1148071,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1275765,17,NA,0,0,0,0,4,5,9,10,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1695058,2624,4,0,0,690,1150,10,10,20,20,59,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1505132,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2137592,1,8,0,2,2,2,0,0,0,0,1,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1698205,351,2,0,0,0,0,0,2,2,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2128852,12,2,0,168,182,280,25,54,110,150,0,"No",0,0.03,0.09,0,"No","No","No","Yes","No","Yes" +2920577,16,8,1,1,19,31,5,14,36,68,2,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1730084,9,9,0,0,0,0,0,2,2,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1243986,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1889406,3,4,4,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1493089,0,9,0,2,2,2,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1769497,3,8,0,0,0,10,0,1,2,3,9,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2277370,7,14,0,3,3,3,0,0,0,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1984085,52,8,0,90,150,240,13,62,138,222,22,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2037285,24,NA,0,0,0,0,1,2,4,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2068739,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2149075,9,NA,1,0,0,0,1,1,5,8,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1442132,470,8,25,220,480,665,141,447,1042,1616,94,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +2081104,4,NA,0,0,0,0,5,21,21,21,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3164583,9,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2223735,0,2,0,10,10,10,0,4,5,5,0,"No",0,0.53,0.5,0,"No","No","No","Yes","No","Yes" +2220117,7,52,0,0,0,0,0,0,1,1,1,"No",0,0.77,0.75,0,"Yes","No","No","Yes","No","No" +1894656,27,2,30,56,84,140,45,123,222,267,47,"No",0,0.27,0.39,4,"No","No","No","Yes","No","Yes" +1867016,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2825082,108,9,0,0,0,0,0,0,1,2,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2224658,20,2,61,144,264,408,36,198,335,555,34,"No",12,0.9,0.92,2,"No","No","No","Yes","No","No" +1559150,118,12,14,14,84,140,15,45,96,161,63,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +1460185,0,2,0,111,111,111,1,3,6,15,21,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1116534,0,8,0,6,10,14,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1244482,2,2,0,3,7,11,1,4,6,9,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1385259,14,2,0,21,42,42,2,18,33,44,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1366691,152,8,0,0,0,0,0,3,9,21,5,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1261500,269,8,6,0,0,0,15,62,119,188,22,"No",0,0.46,0.68,0,"No","No","No","Yes","No","No" +3233960,74,8,3,144,240,288,44,133,246,352,41,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2074897,4,9,0,37,62,92,10,33,60,91,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1948576,6,8,0,18,36,54,5,12,30,57,9,"No",0,0.96,0.93,0,"No","No","No","Yes","No","Yes" +3204310,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3185187,4,2,0,3,6,9,2,6,9,15,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","Yes" +3276238,2132,4,68,0,0,0,276,603,1003,1538,102,"No",0,0.75,0.72,2,"No","No","No","Yes","No","No" +3025797,76,8,0,0,0,0,1,5,9,26,2,"No",0,0.64,0.83,0,"No","No","No","Yes","No","No" +1463721,289,8,6,0,80,153,55,176,332,512,54,"No",0,0.84,0.84,0,"No","No","No","Yes","No","No" +1562140,0,2,0,27,27,27,0,0,0,0,1,"No",0,0.65,0.41,0,"Yes","No","No","Yes","No","No" +2136226,285,2,0,0,0,0,0,2,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3282569,172,2,37,610,1186,1781,177,626,1144,1710,95,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1484174,3,8,0,30,60,90,2,16,33,44,0,"No",10,1,1,0,"No","No","No","Yes","No","Yes" +1499603,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"Yes","No","Yes","Yes","No","No" +2118848,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2932833,8,12,0,11,11,22,9,18,35,50,10,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1469350,0,8,0,3,4,4,2,2,2,4,3,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2841245,18,8,1,28,28,56,6,28,56,77,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1648819,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1320137,2,2,0,96,96,96,32,47,48,48,51,"No",48,0.27,0.2,0,"Yes","No","Yes","Yes","No","Yes" +1133727,243,2,58,400,700,1100,145,345,612,774,120,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2295516,42,12,1,24,72,96,5,25,51,73,35,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1626660,3,8,0,0,2,4,1,1,6,7,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1717040,6,8,0,0,0,0,0,1,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2257999,48,2,0,38,66,94,7,34,60,93,3,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +3179240,72,8,0,14,28,42,5,21,37,63,20,"No",0,0.34,0.57,0,"No","No","Yes","Yes","No","No" +3245415,144,8,5,0,0,0,11,25,54,92,18,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1648751,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1126092,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +3074210,11,12,0,0,0,0,0,1,3,9,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1589303,3,8,0,4,7,10,0,2,5,10,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +2036917,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2838672,5,9,0,0,0,3,0,3,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1210741,14,16,0,0,0,0,0,1,1,1,2,"No",0,0.44,0.46,0,"No","No","Yes","Yes","No","No" +2966352,32,4,0,0,0,0,0,1,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2870554,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1997609,30,8,16,0,0,0,2,6,18,30,13,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2229042,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +2051001,4,9,0,6,12,18,3,9,15,23,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2125627,6,8,0,0,0,0,2,4,7,9,2,"No",0,0.86,0.72,0,"No","No","No","Yes","No","No" +1750727,2012,2,916,3500,7000,10250,1152,3132,5567,7840,921,"No",0,1,1,0,"No","No","No","Yes","No","No" +1777015,15,2,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","No" +1948410,4,8,0,0,0,1,0,1,5,10,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1961287,13,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3014593,6,8,3,5,10,15,1,6,12,16,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1848036,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.82,0,"Yes","No","No","Yes","No","No" +2913632,3,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3084810,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2908838,10,4,0,22,30,46,7,20,36,63,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2966358,16,2,0,10,20,40,2,13,30,47,3,"No",0,0.46,0.65,0,"No","No","No","Yes","No","No" +1700507,3,2,0,61,85,85,11,23,74,136,15,"No",0,0.44,0.64,0,"No","No","Yes","Yes","No","Yes" +1163095,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2886746,67,2,0,65,130,195,13,60,99,154,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1196320,11,8,0,0,0,0,0,3,10,13,3,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1909478,14,8,0,0,10,20,2,6,20,30,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1916313,-5,8,0,78,94,127,11,43,81,125,27,"No",0,0.91,0.96,5,"No","No","No","Yes","No","Yes" +1804818,0,2,0,32,32,32,0,0,0,0,1,"No",0,0.07,0.07,0,"Yes","No","Yes","Yes","No","Yes" +3098082,110,9,109,12,102,162,7,54,146,212,31,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +2006200,0,8,0,10,14,14,0,10,14,20,1,"No",0,0.97,0.84,0,"No","No","No","Yes","No","Yes" +1932816,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2175226,8,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2941604,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1939877,211,8,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1715588,20,4,7,0,0,0,0,4,4,4,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2044915,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2181964,800,8,423,780,2310,4140,245,1229,2883,3697,327,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1965658,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1416661,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1293518,103,52,0,0,0,0,0,1,1,2,2,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","No" +1371192,3,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1313971,19,8,0,0,0,0,0,3,8,13,1,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1122999,2,8,0,8,19,26,4,7,15,21,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1429834,0,8,0,2,3,4,1,3,4,4,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2958644,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1937258,11,8,0,5,10,15,1,5,12,19,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1858789,4,12,0,3,6,9,1,4,12,16,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1591484,68,2,8,30,30,50,8,45,91,176,7,"No",10,0.86,0.85,0,"No","No","No","Yes","No","No" +3093039,5,8,6,17,27,37,2,21,34,48,3,"No",6,0.64,0.62,0,"No","No","No","Yes","No","No" +2161149,86,8,0,0,119,204,19,72,181,273,5,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1226548,8,12,0,0,0,3,3,5,13,15,4,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3059598,11,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2240994,139,8,0,0,0,0,0,0,6,10,10,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1665462,33,9,7,0,0,6,4,7,9,25,8,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1549223,1646,8,80,1200,2400,2400,323,1127,1922,3102,487,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2186276,114,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1524413,1405,2,692,3780,7020,10620,1441,3365,5600,7380,586,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2836433,4685,12,9,0,0,0,44,134,221,362,81,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +2055894,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2036609,4,2,0,0,6,6,0,0,0,0,0,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +2157077,97,2,59,140,304,464,46,150,271,360,65,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1250408,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1856214,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2045945,4,NA,0,0,0,0,0,1,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1303749,16,8,0,10,30,60,2,11,24,28,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3269603,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2185466,1,8,0,495,495,495,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2878178,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1666042,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.9,0,"Yes","No","No","Yes","No","No" +1567646,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1692440,39,8,1,10,20,40,6,19,50,92,7,"No",0,0.75,0.37,0,"No","No","No","Yes","No","No" +1302206,4,8,0,6,12,24,2,12,20,26,2,"No",0,0.79,0.76,0,"No","No","No","Yes","No","Yes" +3049061,130,8,0,827,1038,1460,200,500,630,1130,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +2874109,12,8,0,12,18,24,4,9,18,34,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3126492,97,12,9,65,130,198,34,86,170,280,32,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2026136,2,8,0,6,10,14,1,6,6,11,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1353759,447,8,15,0,0,0,24,74,139,221,30,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1491474,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3159763,354,2,50,300,650,1000,93,441,678,1060,108,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1872878,13,14,0,0,0,0,0,0,3,3,1,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +1382710,24,8,0,18,18,21,8,23,39,55,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1526413,7,2,1,0,0,0,0,1,1,6,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2883139,20,2,0,0,0,0,0,0,6,6,0,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +1410261,3618,52,10,0,0,0,68,202,392,533,39,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +3201919,0,9,11,0,0,1,2,5,8,8,0,"No",0,0.94,0.83,0,"Yes","No","Yes","Yes","No","No" +1920793,0,2,0,24,24,24,0,0,0,0,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1574935,-3,12,0,3,3,3,0,4,4,4,0,"No",0,0.63,0.72,3,"No","No","No","Yes","No","Yes" +1510857,0,8,0,34,47,60,4,20,39,51,6,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3185638,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1789887,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1221289,14,2,0,0,0,0,0,0,5,6,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +1280254,2629,8,1026,7500,14250,20750,3010,9458,17849,27855,3224,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2272983,482,8,0,0,0,0,0,7,16,33,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1326324,10,8,0,0,0,0,0,1,1,1,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +3037306,0,9,0,3,4,5,0,2,2,3,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1509437,10,2,0,5,5,5,0,0,0,0,0,"No",0,0.82,0.91,0,"Yes","No","No","Yes","No","No" +2121671,0,2,0,4,7,7,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","Yes" +3077660,75,2,0,0,0,0,1,2,4,5,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1708313,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1208576,94,12,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.63,0,"No","No","No","Yes","No","No" +1795289,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1609930,16,2,0,4,6,6,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2927781,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3083768,10,8,0,8,18,28,3,10,20,33,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1437150,70,8,13,11,41,71,10,71,101,134,24,"No",2,0.26,0.34,0,"No","No","No","Yes","No","No" +1794656,72,8,5,8,20,32,23,44,94,149,27,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2141798,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1700280,0,8,1,1,3,4,1,1,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1575083,3,8,0,16,16,16,0,4,10,16,2,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +2104395,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2311191,702,4,30,1020,2040,3060,397,1250,2506,3815,335,"No",0,0.74,0.71,0,"No","No","No","Yes","No","No" +2830639,18,4,12,0,0,0,0,6,7,12,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1670231,3,12,0,0,1,2,0,1,3,3,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2855695,6,8,0,9,18,18,6,9,15,19,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2802936,87,12,0,0,0,0,2,6,13,13,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +2267029,347,12,50,0,0,0,32,93,231,396,109,"No",0,0.74,0.89,0,"No","No","No","Yes","No","No" +1213764,10,8,0,0,0,0,0,1,2,2,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3214210,-3,8,0,26,38,50,4,17,25,33,2,"No",0,0.98,0.97,4,"No","No","No","Yes","No","No" +1797428,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1495930,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1263329,418,8,43,0,200,400,50,198,335,514,48,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +1283898,38,8,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1428771,111,8,56,197,365,533,47,136,255,451,55,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1441430,15,9,0,0,0,0,0,1,5,13,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2285883,1,12,3,2,4,6,0,1,6,11,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1539307,477,12,0,0,0,0,18,46,62,190,57,"No",0,-99,0.25,0,"No","No","No","No","No","No" +1738712,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1595672,9,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3007485,19,12,0,0,0,0,1,1,3,4,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2092418,225,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +3273119,209,8,22,104,224,344,35,128,223,336,69,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2185043,10,0,0,0,0,0,3,8,10,12,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +2104282,1799,8,0,0,0,0,1,2,3,4,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1814421,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +1408300,3,2,2,6,9,15,4,8,14,16,1,"No",0,0.32,0.27,0,"Yes","No","No","Yes","No","Yes" +1367517,3,2,0,0,1,2,0,0,3,6,1,"No",0,0.91,0.86,0,"No","No","Yes","Yes","No","Yes" +2037553,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2907345,3,12,0,1,2,3,0,1,3,4,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2146205,1,2,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1513803,505,52,0,0,0,0,3,14,27,35,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1357714,73,8,0,0,0,0,0,0,0,0,2,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2050407,4,8,9,62,116,170,13,50,158,242,13,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3037084,14,2,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1350013,25,8,0,9,27,36,1,7,12,19,4,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1761388,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3023978,10,8,0,22,41,60,6,15,30,47,3,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3096886,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1389567,17,12,0,0,0,0,1,1,1,5,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1700889,3,2,0,0,0,0,1,2,6,6,0,"No",0,0.38,0.4,0,"No","No","No","Yes","No","Yes" +2142255,8,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1231799,122,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2046169,145,8,18,70,162,277,34,98,198,338,29,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","No" +1587573,3,8,1,13,27,35,5,12,20,31,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1916770,142,2,42,126,308,476,69,169,291,433,56,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1330837,1,8,0,11,17,23,1,4,12,17,4,"No",0,0.33,0.29,0,"No","No","No","Yes","No","Yes" +2929063,28,8,0,0,0,0,0,2,2,4,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1647301,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +2259008,155,8,8,0,1500,1500,15,93,155,237,37,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1690473,73,12,0,0,0,0,8,17,25,42,1,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1174343,3,12,0,10,10,14,2,11,20,25,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1386744,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","Yes","Yes","No","No" +2048976,28,2,0,18,24,24,0,0,0,0,2,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +1728477,967,52,0,0,0,0,1,4,10,21,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2865762,35,2,12,54,78,114,20,52,73,118,9,"No",0,1,1,0,"No","No","No","Yes","No","No" +2994426,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2284698,60,17,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1204290,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1843426,2,8,0,1,3,5,0,2,5,6,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3085658,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3110416,12,8,16,0,9,18,8,12,28,41,5,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1876694,13,8,0,0,6,12,0,1,7,11,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2145886,2,12,0,0,0,0,1,2,2,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2814808,9,14,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2872716,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1214701,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1624368,9,12,3,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3088250,36,4,0,0,0,0,0,1,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1705984,25,8,0,0,0,0,0,2,2,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1416200,40,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3149133,364,2,176,1236,2756,4216,384,1218,2547,3708,134,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1118739,1,8,0,3,6,9,2,4,8,10,0,"No",0,0.72,0.75,0,"No","No","No","Yes","No","Yes" +2312461,36,NA,0,0,0,0,8,44,82,90,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +2146815,10,8,0,1,3,6,0,1,1,2,2,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1940688,0,2,0,4,4,4,6,8,10,16,0,"No",0,0.5,0.25,0,"Yes","No","No","Yes","No","Yes" +2137377,5,8,0,60,60,90,18,51,90,128,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","Yes" +1218907,11,8,0,100,100,100,12,26,41,57,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1783683,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2145964,0,2,0,3,6,7,4,12,19,37,3,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1340958,13745,8,90,0,0,0,370,1295,2708,3879,485,"No",0,0.69,0.59,0,"No","No","No","Yes","No","No" +2307736,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +3195564,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +3233221,6,8,0,0,0,0,0,0,1,6,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1137439,1,9,0,0,0,0,1,1,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1434309,345,2,0,0,0,0,1,1,3,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1113057,-4,8,0,24,41,50,3,6,19,32,5,"No",1,0.77,0.74,4,"No","No","No","Yes","No","Yes" +2272485,17,4,0,167,287,527,55,66,67,67,38,"No",0,0.74,0.71,0,"Yes","No","No","Yes","No","Yes" +3089219,22,8,70,71,143,192,28,78,149,198,35,"No",0,0.86,0.77,1,"No","No","No","Yes","No","No" +1923769,295,2,0,0,0,0,0,0,0,5,4,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +2872158,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2193722,0,9,0,9,9,9,0,1,3,4,1,"No",3,0.85,0.82,0,"No","No","No","Yes","No","Yes" +1202909,5,4,3,2,2,2,5,6,6,6,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","Yes" +2233783,564,8,127,300,960,1440,30,335,532,1098,120,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1131464,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1558442,20,8,0,16,32,48,4,13,27,49,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1797349,883,9,320,855,1455,1905,170,692,1193,1899,195,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1995494,3650,2,2560,9000,17500,26000,2266,7333,14529,21593,2967,"No",0,1,1,0,"No","No","No","Yes","No","No" +2287706,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1441917,33,12,0,0,0,0,2,3,3,3,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2257743,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.74,0,"No","No","No","Yes","No","No" +1166931,2,2,4,0,0,0,0,0,0,0,0,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +1414957,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2869260,79,14,0,0,48,96,12,40,75,129,19,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1537385,0,9,0,2,3,4,1,2,2,3,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1605387,890,9,0,0,0,0,0,1,5,7,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2291905,26,2,2,4,16,28,8,18,30,47,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1288102,8,2,0,0,0,0,10,19,39,75,16,"No",0,0.12,0.42,0,"No","No","No","Yes","No","Yes" +3123288,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1487544,46,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2097605,10,8,0,0,0,0,1,2,5,5,0,"No",0,0.04,0.06,0,"No","No","No","Yes","No","No" +2838437,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1794762,14,2,0,16,36,56,4,30,46,64,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +1730546,194,8,181,720,1344,2124,229,777,1360,1844,177,"No",84,0.31,0.18,23,"No","No","No","Yes","No","Yes" +1782868,22,8,0,0,0,0,2,4,7,9,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1723424,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2972129,3,8,0,6,10,10,4,11,17,20,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3264577,18,8,0,19,34,49,10,24,36,61,4,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1702329,31,8,0,0,0,0,0,0,4,5,0,"No",0,0.61,0.65,0,"No","No","Yes","Yes","No","No" +1828955,1455,8,0,0,0,0,4,10,12,37,1,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1215010,2,8,0,4,6,8,4,5,5,9,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +1251869,70,8,0,12,48,72,10,26,64,104,18,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1228735,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2988949,60,8,3,31,92,152,11,48,101,143,25,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1622584,135,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1271768,20,12,0,0,0,0,1,1,1,2,0,"No",0,0.05,0.24,0,"No","No","No","Yes","No","No" +3257474,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1435830,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1880674,7,8,0,7,14,21,1,9,17,25,11,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +2065611,29,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2101121,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1844243,8,2,0,4,4,4,12,18,21,21,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1714070,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.81,0,"No","No","Yes","Yes","No","No" +1343699,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.71,0,"Yes","No","No","Yes","No","No" +2939295,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.22,0.16,0,"No","No","No","Yes","No","No" +3118713,2,NA,0,0,0,0,2,7,17,24,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +3279985,74,2,0,100,200,300,1,3,5,5,51,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +2999946,50,8,3,125,250,250,9,33,67,104,28,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1584359,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1888923,28,10,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1973303,0,9,0,1,1,1,0,0,0,3,1,"No",0,0.43,0.45,0,"Yes","No","Yes","No","No","Yes" +3040730,265,2,14,100,240,460,59,187,360,496,75,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3148188,7,8,0,0,0,1,3,4,9,17,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2315972,29,4,9,0,16,16,19,66,136,215,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1613432,0,8,0,45,68,91,11,35,62,90,7,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3277258,5,2,0,3,7,11,0,2,2,2,0,"No",0,1,0.92,0,"Yes","No","Yes","Yes","No","No" +2205899,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.79,0,"Yes","No","No","Yes","No","No" +2055011,32,2,47,28,112,168,14,52,102,151,13,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1672905,89,NA,0,0,0,0,6,11,16,20,2,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2871193,24,15,0,100,100,100,5,14,52,74,2,"No",0,1,0.55,0,"No","No","No","Yes","No","No" +2063869,9,8,0,4,13,24,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3216210,196,8,0,0,0,900,3,26,112,214,25,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1711539,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1879737,2185,2,167,4308,9106,13648,1032,4033,8329,13209,1264,"No",34,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1392252,4,2,1,1,3,3,0,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3015464,49,8,0,0,0,0,1,1,2,2,1,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +1114411,0,8,0,10,10,20,6,8,15,20,1,"No",0,0.75,0.89,0,"No","No","No","Yes","No","Yes" +3166245,78,8,0,0,0,0,7,15,26,39,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1416181,65,13,0,0,0,0,1,2,3,6,2,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1917846,20,12,0,20,20,20,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1791345,28,8,0,0,50,50,5,15,34,50,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2824060,5,8,0,0,0,0,4,6,10,14,0,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +2133034,5,2,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.69,0,"Yes","No","Yes","Yes","No","No" +1188383,10,2,0,9,29,36,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +2114987,0,2,0,0,1,3,0,1,2,7,3,"No",0,0.91,0.96,0,"No","No","No","No","No","Yes" +2197989,337,13,2,351,585,819,94,306,628,952,97,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1954439,45,2,0,0,32,64,2,21,36,52,11,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1145628,3,8,0,0,0,0,0,1,2,2,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +1162157,1,12,0,1,2,2,0,1,1,2,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3141063,5,8,0,0,0,0,2,2,3,3,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2947342,3,8,0,94,154,214,22,68,110,153,0,"No",0,0.6,0.66,0,"No","No","No","Yes","No","Yes" +2893442,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1871545,81,2,0,0,0,0,0,11,14,19,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3161547,156,8,0,0,0,0,0,0,0,0,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1408275,22,2,0,0,0,0,0,0,0,1,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2992724,128,2,24,154,322,523,32,140,296,487,83,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1604624,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.82,0.75,0,"No","No","Yes","Yes","No","No" +2267071,0,4,2,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1692648,17,8,0,0,0,20,6,10,15,24,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1430918,8,9,0,0,0,0,0,0,1,1,2,"No",0,0.43,0.45,0,"Yes","No","Yes","Yes","No","No" +3171695,84,8,1,36,70,104,11,56,111,141,25,"No",0,1,1,0,"No","No","No","Yes","No","No" +1901304,12,8,0,0,0,0,0,7,7,8,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2141901,0,8,0,5,5,5,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1913495,19,4,0,0,0,0,0,0,0,2,2,"No",0,0.46,0.59,0,"No","No","Yes","Yes","No","No" +1683081,66,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1412607,-2,8,0,11,11,11,0,7,12,13,0,"No",0,0.5,0.4,2,"No","No","No","Yes","No","Yes" +1817657,13,8,0,47,92,115,14,25,38,45,0,"No",0,0.65,0.64,0,"No","No","No","Yes","No","Yes" +2129877,61,8,0,0,0,0,0,0,2,3,1,"No",0,1,1,0,"No","No","No","No","No","No" +1356551,4,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2945384,3,2,0,0,0,0,0,0,1,3,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +3020274,0,2,0,18,18,18,0,0,0,0,1,"No",0,0.88,0.91,0,"Yes","No","Yes","Yes","No","Yes" +2071448,3,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2134607,4,8,0,0,0,0,2,3,3,3,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","No" +1449063,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2955129,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2803807,6,8,0,0,0,0,2,2,2,3,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1139343,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3190119,458,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2883459,1,3,1,2,4,6,0,2,3,4,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +1170455,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1720277,12,8,0,65,85,105,9,21,44,72,99,"No",0,0.44,0.64,0,"No","No","No","Yes","No","Yes" +2132021,78,8,0,60,90,120,22,66,132,208,28,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1674024,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3071473,181,52,0,0,0,0,4,8,16,19,6,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1312968,23,12,0,34,54,79,4,21,48,73,12,"No",5,0.82,0.79,0,"No","No","No","Yes","No","No" +2314298,47,8,0,0,0,0,0,0,0,0,15,"No",0,1,0.97,0,"Yes","No","Yes","Yes","No","No" +1524183,3,0,0,0,0,0,3,3,3,3,1,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +3020245,525,4,0,0,0,0,15,121,279,330,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2027454,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3108425,493,12,0,0,0,0,0,52,70,118,41,"No",0,0,0.01,0,"No","No","Yes","Yes","No","No" +3145437,2,14,0,1,2,3,0,1,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1963688,63,8,2,5,9,19,1,11,41,68,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1505707,28,4,0,0,8,10,10,30,65,82,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1646563,0,2,0,16,16,16,0,0,0,0,1,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","Yes" +3158494,10,8,0,0,0,0,1,2,3,6,3,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +2003852,50,8,5,91,179,259,22,89,169,247,32,"No",8,0.95,0.89,0,"No","No","No","Yes","No","No" +1887326,6,2,0,4,8,14,0,16,21,28,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1713057,128,8,0,69,151,233,17,76,161,245,27,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2805195,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1241586,542,52,5,0,0,0,18,51,138,185,34,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1769177,29,12,0,0,0,0,0,0,0,0,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2815710,1062,2,0,0,0,0,6,8,9,14,14,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1993757,23,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1592577,287,52,0,0,0,0,6,16,25,34,8,"No",0,0.86,0.89,0,"Yes","No","No","No","No","No" +1252433,1,9,0,1,1,2,0,1,1,1,2,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1401141,242,12,0,16,36,106,50,209,420,674,53,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +2181042,9,8,0,6,12,18,2,8,16,27,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1586196,0,2,0,54,72,72,0,0,0,0,4,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1266936,0,8,0,4,4,8,1,3,4,4,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +2269742,1,52,0,0,0,0,0,3,3,3,0,"No",0,0.73,0.76,0,"Yes","No","No","No","No","No" +3196505,-10,8,0,27,36,45,1,11,20,32,15,"No",0,0.77,0.76,10,"No","No","No","Yes","No","Yes" +2240493,6,2,0,0,0,0,0,1,3,4,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +1767605,2849,4,32,1000,2000,2000,350,1132,1835,3718,379,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2907518,55,2,10,55,127,202,9,47,102,161,30,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1979670,76,0,2,0,128,128,5,27,60,96,16,"No",0,0,0,0,"No","No","No","No","No","No" +1221913,112,2,0,75,75,150,14,50,119,197,44,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1152803,4,9,1,2,5,6,0,3,6,9,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1545278,1,2,0,3,3,6,0,2,2,4,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1937601,0,8,0,6,6,6,0,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1346681,38,2,0,14,28,42,2,18,45,62,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1429057,69,8,0,0,24,24,2,18,53,80,3,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1660909,75,8,0,0,0,0,3,3,6,9,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +3257813,37,9,0,16,44,66,6,19,43,88,11,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +2014755,43,8,67,198,348,501,54,205,384,587,54,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1545636,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2234610,18,2,0,0,0,10,8,16,20,21,0,"No",0,0.36,0.44,0,"Yes","No","Yes","Yes","No","Yes" +1962544,3,8,0,19,29,39,3,8,20,29,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2210435,6,4,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1814573,8,16,0,64,64,64,9,29,49,64,11,"No",0,0.44,0.23,0,"No","No","No","Yes","No","Yes" +3247334,80,12,0,500,500,1000,80,322,432,662,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1226660,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3205902,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.79,0,"No","No","No","Yes","No","No" +1162148,17,2,0,100,100,200,24,74,89,121,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","Yes" +2951765,5,8,0,23,41,62,1,18,38,64,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1597568,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2146569,13,12,2,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1839026,103,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.25,0,"No","No","Yes","Yes","No","No" +1632289,7,8,1,0,0,0,1,1,2,4,1,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +2174160,6,2,0,35,35,35,1,8,10,12,0,"No",0,0,0.16,0,"Yes","No","No","Yes","No","No" +1597229,12,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1850783,43,12,0,208,364,520,41,161,378,600,80,"No",0,0.22,0.26,0,"No","No","No","Yes","No","Yes" +2014085,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1791459,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1113665,5,8,0,0,0,1,0,1,1,4,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1237216,23,9,4,2,8,16,0,2,2,2,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2293554,4,8,0,0,0,2,0,1,4,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3130513,1654,2,0,0,0,0,0,4,4,6,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2941188,55,8,0,0,0,0,1,3,8,10,6,"No",0,0.73,0.73,0,"No","No","Yes","Yes","No","No" +1950812,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1381146,7,8,0,0,0,0,0,0,1,1,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1945885,14,14,0,0,0,0,0,0,1,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2905227,9,8,0,0,0,13,4,6,7,11,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2197539,165,4,0,2,12,62,11,36,174,200,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1421804,3,2,0,4,9,14,3,6,11,19,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1991345,4,8,0,0,0,0,0,0,1,1,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2246660,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1423189,8,12,0,30,46,62,4,22,30,47,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2900447,296,16,110,80,160,400,57,200,421,669,182,"No",0,0.66,0.64,0,"No","No","Yes","Yes","No","No" +1634820,0,8,0,24,39,57,11,25,48,66,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1276614,0,2,0,2,2,2,0,0,0,0,0,"Yes",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +2909386,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1755149,1,8,0,14,34,53,6,16,25,36,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1773795,4,2,0,4,10,14,0,5,10,12,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1269849,61,8,0,0,0,0,0,6,20,69,0,"No",0,0.68,0.58,0,"No","No","No","Yes","No","No" +1555639,6,8,0,30,60,105,13,41,73,95,1,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","Yes" +1162335,81,8,50,0,66,121,15,56,134,218,22,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2863716,27,8,0,42,74,106,12,36,63,87,16,"No",0,0.98,0.92,0,"No","No","Yes","Yes","No","No" +1418225,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1401855,250,8,0,250,250,250,0,0,0,0,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +1982468,0,12,0,17,29,39,3,11,23,37,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2255813,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3014811,19,4,0,6,14,22,2,8,15,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1298060,397,52,0,0,0,0,0,3,3,3,3,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +2096355,2,12,0,1,1,1,0,2,5,8,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1717507,3717,8,0,0,0,0,0,0,2,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2985702,103,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.63,0,"No","No","No","Yes","No","No" +2838913,0,12,0,6,8,11,4,8,13,19,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1882366,16,8,0,0,0,0,0,1,1,2,1,"No",0,0.99,0.93,0,"Yes","No","No","Yes","No","No" +1819279,51,10,0,0,0,0,3,7,15,28,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1568063,215,13,0,0,0,0,0,0,1,1,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1170560,199,2,0,0,0,0,0,0,13,13,2,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1508593,11,2,0,32,48,64,5,16,23,41,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1757580,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +2064042,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2922481,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1717339,458,2,236,736,1472,2346,277,777,1495,2173,212,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1226207,7,2,0,10,20,30,2,7,12,20,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1981816,18,8,0,0,0,0,0,0,1,3,2,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1492956,23,12,0,0,0,0,0,3,7,13,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1782884,13,8,0,0,0,12,0,2,6,12,2,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1495072,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2857775,69,8,0,7,28,56,5,17,35,83,13,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2891803,510,8,0,320,320,320,0,0,0,0,0,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1883651,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1770683,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2281217,157,9,0,0,0,0,6,20,36,56,6,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +2239124,1950,13,0,0,0,0,0,0,20,20,6,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +1467983,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3067345,277,12,0,0,0,0,7,17,44,81,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1892159,9879,52,0,0,0,0,345,634,937,1401,36,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1619943,387,8,0,0,0,0,9,19,45,65,2,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1918297,8,8,0,7,14,21,8,13,23,32,7,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +1700059,2,8,0,0,0,0,0,1,1,1,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +2831210,4,8,0,0,0,2,0,1,4,5,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2188855,37,8,0,0,0,0,2,11,24,33,0,"No",0,0.32,0.41,0,"No","No","No","Yes","No","No" +2227494,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +2199381,34,9,0,0,0,0,0,0,1,4,2,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1829031,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1737172,3,8,0,6,10,14,14,42,97,159,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1935905,2,3,0,0,1,2,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2853601,47,17,0,27,27,27,5,19,39,55,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2292641,11,8,0,5,20,35,1,5,14,23,4,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1759343,0,8,0,10,14,14,1,10,15,20,1,"No",0,0.97,0.84,0,"No","No","No","Yes","No","Yes" +3160908,333,8,2,912,2057,2846,94,458,1716,2723,449,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2267904,60,8,0,0,21,42,7,27,52,87,25,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +1120205,23,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1630503,58,8,80,250,450,700,70,239,431,4136,22,"No",0,0.82,0.91,25,"No","No","No","Yes","No","Yes" +1397129,8,8,0,54,73,92,7,21,39,68,16,"No",1,0.14,0.32,0,"No","No","No","Yes","No","Yes" +1713525,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +1208379,52,NA,0,0,0,0,13,38,73,123,25,"No",0,-99,-99,0,"No","No","No","No","No","No" +2141773,36,8,0,20,40,40,0,12,28,41,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1830307,0,8,0,9,12,15,4,12,17,28,6,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1600732,6,12,10,14,30,50,6,11,21,37,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1668814,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2995518,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1767264,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1834345,2,2,0,2,4,6,1,3,4,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1230585,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +1969317,58,2,6,52,82,127,19,56,117,181,15,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1672142,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1337024,1459,8,313,3026,6086,8885,821,2760,5462,8326,1086,"No",0,0.3,0.38,0,"No","No","No","Yes","No","No" +1308380,0,8,0,13,20,27,4,10,14,22,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +2153141,792,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3115213,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1659781,72,9,12,23,50,68,9,37,74,124,14,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1749424,55,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +2991598,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1405083,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1600756,12,2,0,0,0,0,0,1,1,1,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +3191514,0,3,0,8,15,23,3,3,3,3,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","Yes" +2884688,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1201437,0,8,24,632,860,1164,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +3161025,620,9,520,520,520,1020,144,287,845,1299,369,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1348513,139,8,31,216,432,708,109,321,558,725,84,"No",36,0.32,0.15,0,"No","No","No","Yes","No","No" +2117677,435,2,59,236,472,590,79,253,510,742,81,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2247026,222,8,70,951,1588,2316,179,684,1728,2452,230,"No",98,0.71,0.78,0,"No","No","No","Yes","No","No" +2245234,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +2909516,1765,2,695,4704,8064,11424,1360,4032,8365,12579,1000,"No",0,0.46,0.49,0,"No","No","No","Yes","No","No" +1882898,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1745474,2,9,0,0,0,1,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1645865,86,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2054109,356,8,0,0,0,0,0,4,4,5,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1144264,0,2,0,0,14,20,1,2,2,2,0,"No",0,0.84,0.74,0,"Yes","No","Yes","Yes","No","Yes" +2943643,3,8,0,12,20,28,6,11,20,28,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +3032680,5,9,0,0,0,0,0,0,1,1,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2997444,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1700102,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3128861,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3142946,2550,8,1010,4710,7080,10240,1100,3100,6279,10700,1138,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2819960,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3245139,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1231457,22,12,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1697833,201,3,0,0,0,0,8,23,29,51,30,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","No" +3033845,-19,8,0,244,360,402,18,113,188,282,25,"No",0,-99,-99,19,"No","No","No","Yes","No","Yes" +2284695,2,8,0,40,60,60,6,20,45,66,2,"No",0,0.66,0.63,0,"No","No","Yes","Yes","No","Yes" +2908289,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1629123,109,2,0,0,0,0,14,36,252,417,0,"No",0,0.58,0.6,0,"No","No","Yes","Yes","No","Yes" +2807504,0,8,0,2,3,4,0,1,1,2,1,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +1772659,1,NA,0,0,0,0,998,2058,2061,2061,835,"No",0,-99,-99,11,"No","No","No","Yes","No","Yes" +1982319,4,12,0,0,0,2,0,0,2,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1809350,1,3,0,17,26,35,6,14,24,36,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1354045,79,8,42,73,144,286,24,88,161,227,32,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1728085,352,12,64,198,306,522,58,231,464,798,91,"No",0,1,1,0,"No","No","No","Yes","No","No" +1881160,139,8,0,0,80,80,16,42,95,154,22,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1584809,0,8,0,25,25,35,0,44,50,84,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +3194672,6,8,2,18,33,57,4,14,47,68,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +2967499,3,2,0,6,6,6,0,0,0,0,0,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +2805414,21,8,0,0,0,0,1,1,2,4,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +3277313,3,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3261648,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1925024,14,0,0,11,11,11,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2138798,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1165035,9,2,0,0,0,0,2,10,12,12,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +3084649,60,8,0,0,0,0,1,8,26,33,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +1596729,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1332492,2,8,0,0,0,1,0,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3193239,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1619754,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1977875,1,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +3159438,19,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1150596,268,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2163382,0,4,0,3,3,3,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2061560,73,12,0,0,0,0,3,3,8,10,1,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +1178051,1,3,0,3,5,6,2,3,6,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1702470,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +3098971,24,52,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +3184373,11,2,0,0,0,4,0,1,6,7,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1591627,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3147780,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2968913,200,2,0,170,340,680,41,134,268,412,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","Yes" +1969069,704,8,0,0,0,0,10,20,47,64,2,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +2924958,342,3,0,0,0,0,0,1,9,13,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3203175,22,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2018795,19,12,14,0,0,14,3,10,30,55,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2238931,1710,4,0,0,0,0,0,0,6,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1443959,1,8,0,40,84,106,5,32,51,72,6,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2870198,0,4,11,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2030806,0,2,0,53,53,53,0,4,4,4,0,"No",0,0,0.33,0,"Yes","No","No","Yes","No","Yes" +1278833,17,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1302627,0,2,5,46,70,90,5,37,77,144,0,"No",14,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1663432,0,2,0,5,5,5,0,0,0,1,1,"No",0,0.69,0.71,0,"Yes","No","Yes","Yes","No","Yes" +3261968,75,8,50,0,48,48,7,32,55,78,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3198160,24990,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +3226797,13,8,0,0,42,42,4,8,21,29,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1354708,23,2,0,0,0,0,1,10,15,17,0,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","No" +1467787,0,2,0,13,19,19,1,1,1,1,1,"No",0,0.62,0.36,0,"Yes","No","No","Yes","No","Yes" +1664580,-2,8,0,11,11,11,0,7,12,13,0,"No",0,0.5,0.4,2,"No","No","No","Yes","No","Yes" +1491170,110,2,0,0,0,0,2,22,30,47,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1660528,200,8,0,0,250,250,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1298609,41,2,0,42,72,132,6,16,21,24,0,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","Yes" +1847852,14,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3277813,196,8,41,301,748,1213,104,440,1064,1601,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1226309,2519,12,0,0,0,0,43,66,121,138,75,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +2845203,98,8,0,0,0,0,3,17,32,67,6,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +3238411,259,8,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +3023654,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1947568,1,8,0,1,1,1,0,0,1,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1612082,12,8,0,12,12,24,8,12,25,39,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1564930,19,8,0,0,0,0,0,0,0,0,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1148880,0,14,3,303,498,700,67,211,408,581,75,"No",6,0.64,0.67,4,"No","No","Yes","Yes","No","Yes" +3054945,4,8,0,8,13,18,0,2,5,8,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +3180012,24,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1497033,0,8,0,5,8,11,2,4,5,5,1,"No",0,0.31,0.18,0,"No","No","Yes","Yes","No","Yes" +1475784,15,NA,0,0,0,0,0,0,0,4,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1581601,94,8,7,50,50,100,11,54,98,164,36,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3147478,456,NA,0,0,0,0,1,6,14,19,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3271062,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1745028,308,8,54,282,564,942,139,449,864,1299,157,"No",0,0.23,0.63,0,"No","No","No","Yes","No","No" +1689431,361,0,3,0,0,0,19,53,109,177,49,"No",0,0,0,0,"No","No","No","No","No","No" +1810313,2,52,0,0,0,0,1,5,12,17,1,"No",0,0.95,0.92,0,"Yes","No","No","Yes","No","No" +1966689,40,9,0,0,0,0,1,1,1,1,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1873962,20,2,0,0,50,50,7,17,28,38,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2091273,30,4,1,15,35,45,4,15,30,44,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1885234,4,4,2,3,3,3,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1775444,10,8,0,0,0,0,1,1,1,3,0,"No",0,0.85,0.89,0,"Yes","No","Yes","Yes","No","No" +2191201,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1634980,0,2,0,5,8,8,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2935076,19,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1760149,55,2,0,0,0,12,7,18,90,117,5,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +2126573,142,8,0,192,288,288,29,119,247,423,36,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1788155,14,8,0,0,0,0,0,0,0,3,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1142645,3,2,0,0,0,0,1,1,1,1,1,"No",0,0.82,0.62,0,"Yes","No","No","Yes","No","No" +3196389,284,8,4,24,204,384,8,24,39,39,19,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1192574,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.88,0,"Yes","No","No","Yes","No","No" +3122636,16,8,0,0,10,10,2,4,7,16,8,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2227883,43,12,4,40,70,100,14,41,79,110,34,"No",0,0.98,0.64,0,"No","No","No","Yes","No","No" +2188518,258,8,0,0,0,0,0,0,0,0,0,"No",0,0.45,0.41,0,"No","No","No","Yes","No","No" +1478414,1667,4,2263,6930,14553,23364,3729,10284,17735,22822,2128,"No",0,0.72,0.68,0,"No","No","No","Yes","No","No" +1175858,15,8,1,128,219,297,46,119,203,272,32,"No",2,0.83,0.71,2,"No","No","No","Yes","No","Yes" +1334317,6,2,0,0,0,0,0,0,1,2,1,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +2077460,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2865350,10,8,0,7,14,21,7,14,22,35,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1911984,0,2,0,5874,10270,11918,0,0,0,0,643,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +3246433,4,12,100,100,200,300,55,147,235,327,22,"No",0,0.94,0.87,2,"No","No","Yes","Yes","No","No" +1361248,22,4,0,0,28,28,2,10,12,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1173958,507,12,45,0,65,350,86,264,745,1142,51,"No",0,0.89,0.71,0,"No","No","Yes","Yes","No","No" +1263692,0,52,0,250,250,500,2,42,53,73,10,"No",0,0.99,0.99,0,"Yes","No","No","No","No","Yes" +1318216,10,8,0,0,8,12,1,22,27,34,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1389818,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1908982,374,8,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +2162933,90,2,0,0,0,0,0,0,13,23,4,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3071595,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3239910,165,4,0,0,0,0,0,1,1,1,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1154613,72,12,1,0,20,40,1,11,25,34,7,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2078735,227,8,0,0,0,0,0,0,2,4,1,"No",0,-99,0.71,0,"No","No","No","Yes","No","No" +2111612,0,2,0,30,30,70,3,9,15,29,4,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2106343,47,8,4,8,20,36,4,16,41,73,15,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1881880,7,2,0,64,114,164,2,2,2,2,7,"No",0,0.79,0.77,0,"No","No","No","Yes","No","Yes" +1632396,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.82,0,"No","No","No","Yes","No","No" +2836507,255,0,11,76,190,304,61,202,398,585,207,"No",0,0,0,0,"No","No","No","No","No","No" +1724018,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1897487,955,8,992,1641,3841,5641,608,1932,4140,6711,373,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3049621,5,4,2,1,1,1,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1452537,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1614071,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1662999,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1547057,9,8,0,8,18,26,3,8,13,16,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3187712,0,9,0,41,68,104,12,30,58,89,1,"No",4,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2818447,0,2,0,14,22,23,0,0,0,0,1,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","Yes" +1723578,1,8,0,2,3,5,1,3,5,5,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3087437,2,16,0,0,0,1,0,1,1,1,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1226919,4,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1394103,1,3,0,4,4,4,3,10,11,14,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1577888,18,8,0,0,0,0,1,5,12,23,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1203932,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1691769,5,8,0,0,0,0,2,2,2,2,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1815278,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1227156,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","Yes","Yes","No","Yes" +1837221,439,2,214,560,1040,1520,215,563,1053,1568,181,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1935194,3,12,0,3,3,3,1,2,6,6,3,"No",0,0.1,0.27,0,"No","No","No","Yes","No","No" +1508329,1,8,0,1,1,2,1,1,1,1,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1561208,0,2,0,20,23,23,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +3088256,14,2,5,39,79,110,8,26,40,71,7,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1783382,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2117912,1,8,0,2,3,4,0,1,2,3,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1369167,3,8,0,19,19,19,2,3,5,5,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +1383666,10,8,0,0,8,12,1,22,27,33,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2247777,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2111117,117,52,0,0,0,0,1,5,7,8,0,"No",0,0.52,0.7,0,"Yes","No","No","Yes","No","No" +1353221,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.93,0,"Yes","No","Yes","Yes","No","No" +3218917,20,8,3,4,16,24,0,7,17,23,9,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1515869,2,9,0,0,0,1,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1734589,0,8,0,7,7,7,1,4,6,7,0,"No",1,0,0,0,"No","No","No","Yes","No","Yes" +1146010,0,3,0,118,118,118,0,3,4,11,14,"No",0,0.03,0.1,0,"No","No","No","Yes","No","Yes" +1388291,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2968892,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.78,456,"No","No","No","Yes","No","Yes" +1781525,6,4,0,0,2,5,0,1,4,6,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +3096145,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.78,0,"Yes","No","Yes","Yes","No","No" +1981130,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +2285444,95,2,0,0,0,0,0,4,13,14,1,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2853458,12,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2155068,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2216372,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2944541,116,2,29,33,69,123,22,70,171,202,24,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1209962,1,8,3,22,37,46,2,12,24,39,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1938244,25,8,0,16,56,80,4,18,32,32,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1996698,2,16,0,0,0,0,0,0,0,2,2,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2242826,187,8,0,130,380,505,44,164,327,495,67,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1563114,62,8,0,0,0,0,5,11,11,11,5,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +1998190,17,2,0,0,0,14,12,27,33,34,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","Yes" +1383711,-171,8,1,737,1249,1729,480,1462,2226,2400,153,"No",0,1,0.9,128,"No","No","No","Yes","No","Yes" +1805351,1623,8,0,0,0,0,6,1010,1031,1045,1,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","No" +1839035,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.84,0,"Yes","No","No","Yes","No","No" +3145467,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.78,0,"Yes","No","No","Yes","No","No" +1809217,11,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1270510,2,2,0,3,4,6,2,6,10,11,0,"No",0,0.33,0.4,0,"No","No","No","Yes","No","Yes" +2944319,-64,8,3,1328,1748,2288,276,868,1521,2252,469,"No",180,0.53,0.54,65,"No","No","Yes","Yes","No","Yes" +2283323,58,8,0,0,0,0,0,2,2,3,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1807313,774,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1143967,18,8,0,0,0,0,0,1,2,2,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1375044,165,2,78,210,450,660,68,208,412,621,73,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1245079,134,NA,13,0,0,0,48,73,209,273,23,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2027107,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2167945,4,8,0,89,188,269,16,70,123,186,0,"No",16,0.7,0.74,0,"No","No","Yes","Yes","No","Yes" +1898081,485,12,117,460,940,1420,195,545,1104,1631,248,"No",0,0.87,0.88,0,"No","No","Yes","Yes","No","No" +1521446,6,8,0,24,37,50,3,11,19,29,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2307059,98,12,4,0,29,58,8,41,87,130,19,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1320500,401,2,0,0,0,0,17,39,75,105,11,"No",0,0.95,0.83,0,"No","No","Yes","Yes","No","No" +2955549,186,8,85,185,465,745,74,270,572,846,54,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2270711,41,8,8,60,100,140,18,52,83,138,11,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1989753,2,8,0,6,7,10,4,5,8,9,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +2956996,3,4,0,0,0,0,1,2,2,2,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +2959652,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2074392,0,12,0,5,8,9,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3217923,233,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1648227,0,9,0,1,2,3,2,3,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3237631,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1436207,249,12,0,0,0,0,3,16,29,55,7,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1892774,1,2,0,6,6,6,1,4,5,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2031138,11,4,6,0,0,0,1,6,16,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1958547,16,2,0,0,0,0,0,0,0,6,1,"No",0,0.44,0.66,0,"Yes","No","No","Yes","No","No" +1874523,949,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1875911,49,8,0,0,0,0,11,36,111,214,39,"No",0,0.82,0.77,0,"Yes","No","Yes","Yes","No","No" +1978524,4,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2207218,1918,12,566,1100,1650,3080,266,1113,2136,3265,201,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +3282866,22,9,0,0,0,0,0,1,2,4,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1716136,52,8,9,70,130,200,17,63,141,217,172,"No",0,0.51,0.3,0,"No","No","No","Yes","No","No" +1349856,-141,8,0,1425,2485,3398,252,975,1789,2843,219,"No",0,0.15,0.15,244,"No","No","Yes","Yes","No","Yes" +2089047,10,8,0,0,0,0,0,0,0,2,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1737516,0,3,0,280,457,470,0,0,1,1,63,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +1699324,2601,12,40,7000,13000,19000,1286,3964,7214,9743,1110,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1561354,181,NA,0,0,0,0,0,1,2,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2079132,0,0,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1560537,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2017300,3,2,0,0,2,4,0,1,3,4,1,"No",0,0.17,0.17,0,"No","No","No","Yes","No","No" +1387951,13,0,0,9,24,42,1,6,20,34,0,"No",0,0.93,0.86,0,"No","No","No","No","No","No" +1439734,3609,8,0,0,0,0,20,42,82,122,10,"No",0,0.98,0.84,0,"No","No","No","Yes","No","No" +1652713,1912,4,1524,1400,4200,5600,1160,3805,8449,14418,1163,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3139131,3,3,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3004368,0,8,13,40,40,40,0,0,0,0,0,"No",0,0.78,0.84,0,"Yes","No","No","Yes","No","No" +2159558,1,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2148436,26,8,0,0,0,0,1,5,23,30,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1834559,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2903207,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2846653,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3117726,66,52,0,0,0,0,1,1,2,4,1,"No",0,0.81,0.85,0,"Yes","No","No","No","No","No" +3253217,2,8,0,4,5,7,1,5,6,7,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1704360,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2195834,143,8,0,48,168,288,21,99,223,316,22,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2208214,4,8,0,0,10,10,0,1,1,2,1,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1432758,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.73,0,"No","No","Yes","Yes","No","No" +3084015,15,2,0,0,0,0,1,1,2,4,1,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +2176298,-1,8,0,6,10,18,3,14,25,31,55,"No",0,0.54,0.65,1,"No","No","No","Yes","No","Yes" +1642906,61,8,0,0,0,0,0,0,0,0,0,"No",0,0.35,0.26,0,"No","No","Yes","Yes","No","No" +1208243,2,8,0,4,6,10,1,3,5,6,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1393621,35,8,6,91,155,219,32,81,149,232,26,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +3185742,135,8,30,85,121,157,48,116,231,367,142,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3044157,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2230721,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2183948,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2989480,2,8,0,0,0,0,0,0,0,1,2,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2039189,739,NA,0,0,0,0,1,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1718940,5,2,0,0,1,2,0,2,4,4,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1289285,1614,2,1061,4660,9130,13250,1259,3861,7481,11662,1077,"No",70,0.64,0.77,0,"No","No","No","Yes","No","No" +1439700,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3223801,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2286578,350,52,1,800,800,800,11,76,352,708,49,"No",800,0.97,0.98,0,"Yes","No","No","No","No","No" +1965249,75,8,1,363,597,879,108,300,524,717,65,"No",0,0.68,0.69,2,"No","No","Yes","Yes","No","Yes" +1452685,10,8,3,165,315,456,34,107,161,234,25,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1907198,6,14,4,32,64,100,15,37,66,90,14,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1508061,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.3,0.26,0,"No","No","No","Yes","No","No" +1902348,126,8,0,0,0,0,0,1,4,19,5,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +2823638,1641,8,106,510,1302,1734,337,1045,2265,3659,189,"No",0,0.61,0.6,0,"No","No","Yes","Yes","No","No" +1346352,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2201590,15,8,0,0,0,0,0,0,2,3,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1706835,8,2,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3014422,73,2,17,144,240,360,65,233,428,586,84,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1405903,4,8,0,12,36,48,5,17,36,52,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1252313,615,12,0,0,0,0,0,1,1,4,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1699108,0,4,0,2,2,2,6,8,8,8,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +2307086,0,8,0,0,0,0,0,0,3,5,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +3062518,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +2858160,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1426871,1,8,0,7,11,17,1,8,11,18,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3129333,93,NA,25,0,0,0,40,105,256,419,36,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1531781,8,NA,0,7,7,7,9,19,24,24,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1862084,5,12,0,0,0,0,0,0,1,5,3,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1521914,1,2,0,8,11,14,3,4,4,4,0,"No",2,0,0,0,"Yes","No","No","Yes","No","No" +1527000,35,52,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +3005079,72,8,22,30,93,152,17,60,151,228,40,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2884331,0,8,0,0,0,0,0,0,6,14,2,"No",0,0.05,0.04,0,"Yes","No","No","Yes","No","No" +2187707,83,8,0,0,0,0,3,17,43,61,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2960206,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1832670,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +2176499,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1624362,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1263678,3,2,0,1,3,4,0,1,3,3,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2868585,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +2878133,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1610161,9,8,0,8,8,8,0,1,6,9,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1915227,12,2,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3083457,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1913916,7,16,0,0,0,0,0,1,8,9,3,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +3099557,432,8,182,704,1472,2112,314,948,1701,2547,258,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3024981,7,2,0,4,8,16,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2157384,0,NA,0,12,21,21,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3200505,2,2,0,6,10,14,4,9,13,19,0,"No",0,0.9,0.85,0,"No","No","Yes","Yes","No","Yes" +3190995,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2053329,1,2,0,1,2,3,5,6,8,8,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +2083969,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1581816,5,8,0,0,0,0,0,0,3,6,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1716200,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1672723,7,8,0,7,12,18,3,8,17,26,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3147251,617,9,0,0,0,0,12,56,112,167,20,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","No" +1866139,2326,8,0,0,0,0,6,17,41,77,0,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1821462,871,4,0,0,0,0,2,6,8,13,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1323153,56,8,1,29,61,93,6,28,51,94,23,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +2818922,313,2,221,408,864,1344,146,480,934,1428,172,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1475929,88,8,0,30,60,90,13,53,111,164,22,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2918608,9,0,0,0,0,0,1,8,15,24,1,"No",0,0,0,0,"No","No","No","No","No","No" +1941624,309,2,20,160,460,800,69,229,444,586,31,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1894709,188,8,0,392,448,448,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +1853779,0,8,0,19,28,46,3,8,17,28,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2123525,151,2,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +1504527,0,8,0,11,11,11,0,0,1,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1698334,33,8,0,0,0,0,0,0,2,5,1,"No",0,0.88,0.85,0,"No","No","No","Yes","No","No" +2198399,1,8,0,2,4,5,2,2,5,7,2,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +2019853,25,8,0,0,0,0,3,6,17,28,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1328332,535,8,11,198,198,396,46,139,292,495,205,"No",0,0.83,0.9,0,"No","No","Yes","Yes","No","No" +1460066,2323,NA,4,0,0,0,21,91,191,327,47,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3155815,80,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2032011,23,8,0,0,0,0,6,13,22,64,11,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3045217,276,4,6,142,213,284,71,158,320,517,48,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2172637,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +1427583,1,8,1,2,3,5,1,3,3,5,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +2949115,8,8,0,0,0,0,0,0,1,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1233059,-4,4,0,37,37,37,0,0,30,52,0,"No",0,0.77,0.8,4,"No","No","Yes","Yes","No","Yes" +1985741,12,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1661676,1626,4,73,1225,3325,4750,339,1937,5303,7574,583,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2051358,-3,12,0,3,3,3,0,3,4,4,0,"No",0,0.63,0.72,3,"No","No","No","Yes","No","Yes" +2915130,26,2,0,24,48,72,5,22,36,52,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1796311,122,12,0,13,20,27,1,8,8,12,3,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +2906802,5,8,0,0,0,0,1,2,2,2,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3008008,6,8,0,0,0,0,0,0,0,0,3,"No",0,0.74,0.77,0,"No","No","No","Yes","No","No" +1659090,7,2,0,5,5,10,4,16,27,37,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2239900,3,2,0,20,38,65,9,30,51,58,1,"No",0,0.12,0.1,0,"No","No","No","Yes","No","Yes" +1871105,30,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1727677,325,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1664697,38,2,0,0,0,0,0,1,2,4,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1169365,-2,8,0,12,12,12,0,0,0,2,2,"No",0,0.06,0.13,2,"No","No","Yes","Yes","No","Yes" +1817372,26,8,0,0,3,12,3,23,44,66,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2216773,-13,8,0,1385,1665,2225,101,907,916,1696,315,"No",418,0.54,0.52,0,"No","No","No","Yes","No","Yes" +1431426,8,2,0,0,30,30,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1233538,24,NA,0,0,0,0,1,1,11,21,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2950860,7,2,0,12,24,24,2,6,7,10,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2025122,24,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2217157,0,NA,0,0,0,0,0,0,0,20,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +2816212,5,8,0,0,0,1,0,3,3,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2196133,776,8,0,0,0,525,36,179,414,654,68,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1501658,0,8,0,5404,7804,10804,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1697994,193,8,7,442,862,1198,125,385,756,1510,24,"No",0,0.5,0.35,0,"No","No","No","Yes","No","No" +1630051,453,8,0,0,221,442,0,100,310,510,178,"No",0,1,0.33,0,"No","No","No","No","No","No" +1361136,47,17,0,0,0,0,6,12,34,58,7,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1664942,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2279841,2068,2,1012,3965,8642,13235,1138,4174,8253,13240,1255,"No",242,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1276644,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1444363,0,8,0,3,4,5,1,3,4,4,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1807372,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1398221,3,2,1,1,1,1,0,0,1,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +2095848,14,8,0,95,140,225,34,96,171,209,21,"No",25,0.79,0.67,2,"No","No","No","Yes","No","Yes" +2101005,206,4,0,0,0,0,6,28,63,77,12,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2029167,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1817688,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1691426,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2925871,0,2,0,17,27,30,0,0,0,0,0,"No",17,1,1,0,"No","No","No","Yes","No","No" +1777016,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.72,0,"Yes","No","Yes","Yes","No","No" +2213405,375,8,27,31,186,434,24,119,370,613,20,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1630977,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2821952,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1447409,1531,12,0,0,0,0,0,54,57,75,50,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2902049,3,9,0,2,3,3,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","No","Yes","No","No" +2971718,26,2,0,0,0,0,0,1,3,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1976622,35,12,20,117,225,306,27,93,178,260,22,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1974740,85,4,0,0,0,0,0,0,2,3,0,"No",0,0.59,0.48,0,"No","No","No","Yes","No","No" +1409968,8,12,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +1888367,4,8,0,54,74,94,7,22,39,68,16,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +3248447,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1939231,0,8,0,22,44,44,5,18,29,38,3,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1585006,2,4,0,1,1,2,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2093243,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3101378,55,8,0,0,22,66,1,17,28,37,4,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1258483,241,8,0,144,288,432,51,155,288,464,58,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3260100,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.16,0.1,0,"Yes","No","No","Yes","No","No" +1695886,124,2,56,180,396,603,49,177,364,564,84,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1542898,141,2,0,70,140,140,15,42,94,183,44,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1812191,1,8,0,1,1,2,0,1,1,1,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2037528,60,8,19,24,60,96,13,32,90,143,14,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1157588,12,NA,0,0,0,0,0,0,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1792513,81,0,0,187,339,488,65,186,370,555,43,"No",0,0.93,0.86,0,"No","No","No","No","No","Yes" +1476010,0,8,0,4,5,6,1,3,5,6,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +3251301,622,8,132,1424,2800,4192,534,1537,3055,4529,175,"No",36,0.99,0.99,0,"No","No","No","Yes","No","No" +3221384,10,NA,0,0,0,0,0,1,3,5,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1557925,65,4,63,167,309,465,44,180,321,509,47,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1391124,175,8,7,0,0,345,18,53,94,147,26,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2175440,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1896432,7,2,0,0,4,8,0,3,6,7,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1332827,4,2,0,0,1,3,0,1,3,4,0,"No",0,0.13,0.14,0,"No","No","No","Yes","No","No" +2130096,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2820374,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2270199,-4,3,4,8,14,19,5,9,16,18,1,"No",0,0.94,0.96,4,"No","No","No","Yes","No","Yes" +1448263,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2030929,8,10,0,0,0,0,0,0,4,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1193148,3,2,0,0,0,1,1,2,4,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1238367,1,9,0,13,23,33,3,8,18,33,0,"No",0,0.5,0.39,0,"No","No","No","Yes","No","Yes" +1658145,-4,8,0,7,9,10,10,12,15,15,1,"No",0,0.37,0.38,4,"No","No","No","Yes","No","Yes" +1302521,249,4,10,0,0,0,21,21,21,21,21,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1816497,11,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3132395,26,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1745375,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.6,0.77,0,"No","No","No","Yes","No","No" +1704995,4,2,6,0,0,0,0,0,0,0,0,"No",0,0.75,0.83,0,"Yes","No","No","Yes","No","No" +1899669,1,0,0,8,8,8,0,5,11,12,1,"No",0,0,0,3,"No","No","Yes","No","No","Yes" +1327461,88,8,0,65,140,230,16,72,171,249,22,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +3199572,2916,2,0,0,0,0,15,137,3032,3374,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1824253,2242,16,1435,3408,6192,8976,463,2241,5436,6916,553,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2300019,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2248140,6,8,1,0,0,0,0,1,3,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2227067,60,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1583398,48,8,0,0,0,0,0,3,6,7,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1925823,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1163452,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1633781,226,8,0,0,0,0,1,18,90,176,7,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1401027,125,2,5,50,150,250,19,102,461,546,42,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1382165,11,8,0,105,105,105,5,16,29,42,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +3213345,32,2,0,432,648,864,89,287,514,733,133,"No",72,0.53,0.54,9,"No","No","Yes","Yes","No","Yes" +1178446,84,0,3,0,24,48,16,38,89,140,27,"No",0,0,0,0,"No","No","No","No","No","No" +1369734,26,10,7,63,90,108,19,55,82,144,18,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","Yes" +1564322,765,2,156,576,1512,2448,356,1112,2198,3224,345,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1911912,48,2,0,0,0,0,0,1,2,2,1,"No",0,0.52,0.19,0,"No","No","No","Yes","No","No" +1851117,0,8,0,10,10,10,1,2,5,8,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1383996,6,NA,0,0,0,0,8,25,69,93,9,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3000019,1,8,0,0,1,1,1,1,2,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1881024,1,2,0,12,12,12,6,17,26,36,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3184431,23,2,0,0,0,12,3,5,18,25,1,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +3157896,22,8,0,0,9,27,0,12,29,36,8,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2953498,43,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1464309,100,NA,0,0,0,0,10,16,16,33,14,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1542493,65,8,44,28,137,200,28,108,235,335,42,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3094853,4,10,0,0,0,0,1,1,1,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1170782,8,8,0,0,0,0,0,1,2,6,2,"No",0,0.7,0.75,0,"No","No","Yes","Yes","No","No" +1139691,29,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3053770,74,10,0,0,0,0,0,29,40,53,1,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +1353804,58,2,0,0,0,15,6,24,44,65,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1950790,3,8,1,28,49,73,4,14,35,47,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1797147,24,2,0,0,20,30,9,15,42,48,0,"No",0,0.88,0.81,0,"Yes","No","No","Yes","No","No" +2278994,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1872266,6,8,0,15,15,30,5,12,22,27,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +1396676,55,4,27,23,64,92,9,38,73,109,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3081602,9,2,0,0,0,0,1,1,3,4,1,"No",0,0.46,0.65,0,"Yes","No","No","Yes","No","No" +1269350,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","Yes","Yes","No","Yes" +1183734,232,NA,12,0,0,0,431,1402,3025,4639,538,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1621514,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1364578,523,12,118,480,1104,1728,250,806,1656,2434,255,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1316796,91,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1616547,57,NA,7,0,0,0,37,126,258,386,91,"No",0,-99,-99,0,"No","No","No","No","No","No" +1461474,184,2,38,120,192,330,41,134,283,452,60,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1119321,158,8,0,0,0,0,0,0,1,1,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +3150278,2,2,0,0,1,2,0,0,3,5,2,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2024511,2,4,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1823265,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1343517,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2125154,0,NA,0,8,14,16,0,0,0,0,1,"Yes",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2064462,42826,8,0,4500,8500,9500,1938,6376,14216,23703,3036,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1493343,45,8,0,0,0,0,1,6,10,18,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2826216,45,8,0,0,0,0,2,6,13,23,0,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +1783094,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1549792,48,2,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1950197,10,8,0,0,0,0,0,0,2,3,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1247002,9,8,0,13,26,26,3,8,19,30,7,"No",0,0.96,0.97,0,"No","No","No","No","No","No" +1863773,4,8,0,31,46,62,6,21,44,70,0,"No",0,0.77,0.87,0,"No","No","No","Yes","No","Yes" +3014034,267,2,120,120,360,480,45,166,321,580,58,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1824511,1,12,0,4,7,9,0,2,4,6,4,"No",1,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1440353,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1651387,49,12,18,109,232,347,26,105,232,321,84,"No",0,0.97,0.89,0,"No","No","No","Yes","No","No" +1916587,18,NA,0,0,0,0,2,7,19,27,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +3090148,-10,8,2,55,80,105,4,68,105,166,0,"No",0,1,0.99,10,"No","No","No","Yes","No","No" +1795031,3,2,2,15,31,47,3,13,28,38,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +3157421,161,8,0,96,192,384,30,114,237,367,51,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1960518,15,3,0,765,1260,1755,165,579,1087,1592,132,"No",45,0.43,0.46,3,"No","No","No","Yes","No","Yes" +1693608,145,8,0,0,0,0,9,23,60,108,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2194854,1,2,0,3,6,8,3,4,8,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1919890,36,15,0,0,0,8,0,30,32,34,6,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1186001,9,8,0,0,0,0,0,0,1,2,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1188481,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3248387,84,8,16,26,90,236,37,137,269,331,59,"Yes",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1480982,18,14,14,20,20,20,1,5,26,31,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1193974,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3066986,469,NA,0,0,0,0,0,2,18,22,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1168198,2,12,1,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"Yes","No","No","No","No","No" +1442368,2,4,0,14,21,35,6,11,23,37,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1429157,49,2,0,0,0,0,0,0,1,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2833647,2,NA,0,0,0,0,0,0,3,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2226689,0,8,0,5,7,9,1,6,8,8,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2904867,47,0,0,0,0,0,1,5,22,38,2,"No",0,0,0,0,"No","No","No","No","No","No" +2298411,116,2,22,96,192,240,32,121,233,295,32,"No",0,0.98,0.8,0,"No","No","No","Yes","No","No" +2302552,0,2,0,12,18,18,0,0,0,0,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +2255565,0,2,0,62,114,170,1,2,2,2,0,"No",4,0.66,0.63,4,"No","No","No","Yes","No","Yes" +1893190,9,2,0,36,36,36,0,10,11,13,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3094166,38,2,0,0,0,0,2,2,2,2,1,"No",0,0.73,0.82,0,"Yes","No","No","Yes","No","No" +2010394,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1464593,1061,16,145,0,1596,2380,322,1057,2137,3305,358,"No",0,0.71,0.61,0,"No","No","No","Yes","No","No" +3127637,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1390499,0,9,0,4,6,8,1,4,5,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1575400,4,15,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +1184965,238,5,38,240,480,720,69,236,534,880,87,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2298946,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3227380,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.66,0.8,0,"No","No","No","Yes","No","No" +1920271,106,16,0,250,250,500,1,74,219,361,38,"No",0,0,0.15,0,"No","No","No","Yes","No","No" +1626997,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +1783895,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +2095035,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.59,0,"No","No","Yes","Yes","No","No" +1224988,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1593156,50,17,0,0,0,0,1,3,3,9,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2098721,14,8,0,0,0,0,0,1,1,1,2,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +2262090,1,8,0,350,550,750,116,213,472,4154,30,"No",0,0.82,0.92,0,"No","No","No","Yes","No","Yes" +1300277,10,4,0,0,0,0,2,5,10,14,2,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +1380735,10,2,0,0,6,10,3,7,22,29,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1250826,97,8,44,0,36,90,37,70,128,168,38,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2135934,5,5,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.69,0,"Yes","No","No","Yes","No","No" +1524748,277,8,0,1154,1368,2543,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1499635,1,12,0,5,8,11,1,3,5,7,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1184044,4,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2929414,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3263955,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1378884,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.91,0,"Yes","No","No","Yes","No","No" +1277047,0,2,0,0,103,135,0,0,0,0,13,"No",0,0.95,0.98,0,"No","No","No","Yes","No","Yes" +1412345,149,8,0,0,0,0,1,1,2,3,1,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3242505,97,8,12,80,190,320,44,106,253,360,305,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1847509,9,8,0,9,21,35,1,9,23,42,2,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1681241,182,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2152392,1039,2,47,1200,2400,2400,329,1030,1853,2670,303,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1144391,10,8,0,0,0,0,4,15,22,38,4,"No",0,0.75,0.86,0,"Yes","No","No","Yes","No","No" +1439148,22,52,0,0,0,0,3,5,8,11,1,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +1422214,40,2,0,0,10,10,0,0,0,0,0,"No",0,0.89,0.89,0,"Yes","No","No","Yes","No","No" +1171179,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1940168,0,2,0,3,3,3,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1808864,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","Yes","Yes","No","No" +1723945,9,4,10,0,7,14,1,5,18,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1585500,74,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +3108712,42,8,0,0,0,0,3,14,27,35,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +2151869,5,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.02,0,"Yes","No","Yes","Yes","No","No" +1335581,5,2,0,12,12,24,4,7,16,32,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3273986,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.78,0,"Yes","No","No","Yes","No","No" +1159979,0,2,0,8,8,8,0,0,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3139721,2,8,0,0,1,2,0,1,2,2,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3249928,0,12,0,195,246,246,0,0,0,0,11,"No",0,0.48,0.48,0,"Yes","No","Yes","Yes","No","No" +3161343,2,8,1,7,18,25,2,10,15,22,8,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1257636,2,2,0,4,8,12,1,4,7,18,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2895192,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1768239,2,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1666877,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1984209,0,2,0,9,14,17,0,0,0,0,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1634411,200,8,25,266,570,836,75,300,598,881,164,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1625142,987,2,123,972,2735,4048,506,1379,5556,7216,302,"No",0,0.71,0.7,0,"No","No","Yes","Yes","No","No" +1800110,4,9,0,0,0,1,0,1,3,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1320064,21,13,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +1471854,1280,8,0,0,0,0,1,4,28,35,6,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3242499,17,12,0,0,0,0,1,2,6,9,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1819322,5,8,0,0,0,0,1,1,1,1,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1783633,7,4,1,0,0,0,1,2,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1165836,7,0,0,18,18,36,2,9,15,23,1,"No",0,0,0,0,"No","No","No","No","No","No" +1515822,5,8,0,0,0,0,0,0,2,4,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1137457,12,8,0,0,0,0,4,8,20,34,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1224957,5,8,0,75,119,155,11,37,74,123,25,"No",0,0.06,0.13,0,"No","No","Yes","Yes","No","Yes" +1381854,470,8,580,380,1255,1780,204,622,1028,1659,280,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1610349,14,2,0,240,360,480,50,347,553,692,58,"No",0,0.35,0.27,4,"No","No","Yes","Yes","No","Yes" +2104704,0,8,0,6,8,9,0,0,4,4,0,"No",0,0.33,0.28,0,"No","No","No","Yes","No","No" +2253420,92,52,0,0,0,0,0,1,7,10,1,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +3209041,33,2,0,0,0,0,0,0,0,0,3,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","No" +2168786,0,2,0,4,4,4,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +3240165,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"Yes","No","Yes","Yes","No","No" +2956826,1,8,0,0,0,0,0,2,3,3,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3144213,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2185833,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1490061,6,8,0,0,0,2,0,1,6,6,1,"No",0,0.25,0.36,0,"No","No","No","Yes","No","No" +1188364,1,8,0,2,2,2,0,1,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2280143,63,2,0,9,47,53,0,17,17,17,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2255999,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2828672,-2,8,0,8,8,8,0,0,5,9,2,"No",0,0.26,0.37,2,"No","No","No","Yes","No","Yes" +1384701,18,2,16,0,32,48,5,15,31,67,0,"No",0,0.43,0.23,0,"Yes","No","Yes","Yes","No","No" +1572626,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1369332,0,8,0,4,8,10,2,4,7,14,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1119148,108,8,0,176,266,356,49,119,225,362,38,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2098072,10,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3078438,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1260523,3,8,0,0,3,5,0,1,3,5,2,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1469375,0,9,0,56,88,122,11,50,81,114,13,"No",14,0.54,0.7,4,"No","No","No","Yes","No","Yes" +2200816,1,8,1,0,0,0,1,2,2,3,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1777306,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3004859,3,8,0,0,2,3,0,1,3,6,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2838678,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1308412,5,8,14,70,133,178,17,58,116,191,28,"No",9,0.32,0.27,2,"No","No","No","Yes","No","Yes" +2006609,39,9,0,0,0,0,0,4,7,13,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1420276,9,4,0,0,0,0,0,2,2,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +3110371,8,12,0,0,0,0,0,1,2,2,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2887742,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1947397,5,4,0,0,0,0,0,2,3,3,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1702934,19,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1413356,0,2,0,15,27,31,0,0,0,0,0,"No",1,0.71,0.75,0,"Yes","No","Yes","Yes","No","No" +1701538,32,8,0,50,100,100,3,27,54,77,0,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2050541,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3283871,6,8,0,0,0,0,0,3,7,23,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1896688,7,8,4,24,44,64,6,16,40,51,8,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","No" +1720858,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.76,0.77,0,"Yes","No","Yes","Yes","No","Yes" +1919121,36,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1135699,3,2,0,14,14,14,3,4,4,4,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","Yes" +3120320,74,4,0,0,0,20,1,7,47,50,2,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1587060,1221,8,610,805,1855,2730,269,928,1894,2855,398,"No",0,0.91,0.9,0,"No","No","Yes","Yes","No","No" +2080739,1,8,0,8,12,16,3,7,11,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2255360,7,8,0,10,20,30,4,9,22,31,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1611627,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +2198913,44,8,0,0,12,12,10,23,41,57,5,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1906228,7,2,1,0,8,16,4,7,13,21,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1496393,4,8,0,13,22,26,2,7,22,26,13,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +1212203,60,8,0,0,0,0,0,2,2,10,6,"No",0,0.92,0.76,0,"No","No","No","Yes","No","No" +1514571,2,8,0,8,8,8,0,1,6,10,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1958246,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +2277904,7520,2,0,0,0,0,1,4,7,14,31,"No",0,0.18,0.08,0,"No","No","No","Yes","No","No" +2128848,0,2,0,22,34,56,1,7,21,38,0,"Yes",1,0.84,0.88,0,"No","No","Yes","Yes","No","Yes" +3234434,39,8,0,0,0,0,0,0,1,24,1,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +2863751,7,8,0,20,36,54,4,17,29,41,0,"No",0,0.46,0.65,0,"No","No","No","Yes","No","No" +1813075,2,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2976651,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1229602,21,12,0,0,0,0,1,1,1,4,3,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1487641,6,8,0,14,14,14,3,9,13,21,3,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1733768,1270,8,774,3559,7079,9799,959,2850,5868,9240,738,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1676249,194,2,49,192,432,624,81,255,480,625,84,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +2119173,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3241252,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"Yes","No","No","Yes","No","No" +1254492,135,8,0,0,0,0,13,34,58,87,41,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1572902,1,2,0,16,27,38,3,7,12,16,0,"No",5,0.42,0.36,0,"No","No","No","Yes","No","No" +2964687,16,2,0,20,40,50,8,28,44,46,4,"No",0,0.39,0.43,0,"No","No","No","Yes","No","No" +1768916,11,2,0,0,0,0,7,15,20,20,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +1707708,-1,8,9,246,377,522,46,144,297,446,35,"No",43,0.73,0.73,14,"No","No","Yes","Yes","No","Yes" +1502634,0,12,0,48,71,103,6,44,76,125,21,"No",0,0.96,0.88,0,"No","No","No","Yes","No","Yes" +3022197,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1958262,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2872502,6,2,0,0,0,0,0,0,3,4,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +3056026,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1311126,2,2,0,0,2,3,2,5,8,12,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2939745,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1898435,14,3,7,10,28,52,0,6,14,21,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2849526,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2250974,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1746514,0,12,0,9,18,27,1,7,16,20,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2262330,23,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1469134,7,2,1,34,58,82,12,27,61,90,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1950449,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1920772,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1604149,963,8,58,600,1500,2400,315,1005,2026,3137,347,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1744043,2,8,0,12,20,28,3,11,21,24,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2812666,11,2,0,0,0,0,1,5,8,9,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2047114,260,8,105,617,1535,2237,510,1545,3065,4402,120,"No",0,0.31,0.41,0,"No","No","No","Yes","No","Yes" +2950764,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","No","No","No" +1982347,3250,5,1960,7250,12850,19250,1765,5918,11885,18355,1815,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2257487,27,12,0,0,0,0,3,6,12,12,8,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1730900,5,12,0,50,50,50,3,22,36,55,6,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1737589,2,8,0,0,0,1,3,7,9,16,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +3233019,85,8,6,64,96,144,20,84,150,213,93,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1584023,5,8,0,6,18,24,4,9,19,30,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +2231849,0,2,0,14,20,26,0,4,12,23,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1907412,23,8,0,92,92,92,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2282099,196,8,0,111,407,605,36,150,417,680,36,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3065270,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1391541,1,8,0,2,4,6,0,1,3,4,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2988599,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2976210,9,9,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1530753,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1412098,0,8,0,3,4,6,0,3,3,4,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","Yes" +3251849,94,NA,0,100,250,400,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1757161,5072,2,0,0,0,0,10,24,39,62,10,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1874167,4,14,0,0,0,2,0,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1552169,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3179364,35,12,0,0,0,0,1,3,8,8,0,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +3017015,7,8,0,10,20,32,1,1,1,1,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","Yes" +1264125,594,8,0,1200,1200,1200,0,0,3,3,2,"No",0,0.5,0.8,0,"No","No","No","Yes","No","Yes" +1602269,69,8,6,78,140,200,24,76,150,223,31,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1165154,0,8,0,41,54,67,28,39,54,55,6,"No",0,0.86,0.81,0,"No","No","No","Yes","No","Yes" +2902960,54,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3022471,197,2,32,180,540,720,73,174,271,328,92,"No",0,1,0.86,0,"Yes","No","Yes","Yes","No","No" +2995938,4,4,0,6,6,9,0,3,5,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1439482,560,9,25,500,1000,1500,129,502,1126,1776,136,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1861221,18,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3261404,114,8,58,65,217,351,16,90,208,355,67,"No",0,0.64,0.48,0,"No","No","No","Yes","No","No" +1849046,14,8,7,0,0,0,0,10,10,12,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2302906,31,13,0,0,0,0,5,8,19,27,1,"No",0,0.42,0.67,0,"No","No","No","Yes","No","No" +1286219,2,8,0,2,4,6,0,4,6,10,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3101392,53,2,0,72,144,220,22,74,143,205,23,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2885878,0,2,0,6,9,12,2,5,27,31,4,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +2173500,200,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1292237,0,12,0,6,6,6,0,1,7,9,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2834346,109,8,16,36,36,36,11,46,104,162,23,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1182466,0,8,0,3,4,5,6,8,11,12,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1666857,5,8,0,0,0,1,0,0,1,5,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3046661,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1569826,32,14,0,0,20,32,3,11,20,35,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2848798,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3004574,817,2,195,960,1920,2880,384,1258,2276,3188,423,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1186951,85,8,3,0,0,4,4,22,73,95,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1472624,5,8,0,0,0,0,2,3,7,13,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1413969,694,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2863737,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2261167,0,2,0,13,13,13,0,0,0,0,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","Yes" +1515412,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1217101,3,8,0,0,0,0,1,1,2,4,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1220496,58,8,0,0,0,0,1,3,10,14,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3010153,7,NA,0,0,0,0,0,0,0,0,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3106646,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2110644,59,8,0,120,240,360,42,124,263,375,67,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +1621642,48,8,0,0,0,21,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2842818,58,4,0,64,112,168,22,68,123,166,193,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1333060,540,8,0,9910,9910,9910,24,28,50,104,1,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +2042116,33,10,0,0,40,40,6,28,43,60,4,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1117916,52,2,0,0,0,0,1,1,1,1,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2808062,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1490686,105,8,0,0,0,0,9,352,368,387,25,"No",0,0.32,0.66,4,"Yes","No","No","No","No","Yes" +1492721,1,2,0,3,5,7,1,1,6,7,0,"No",1,0.62,0.78,0,"No","No","No","Yes","No","Yes" +1434895,0,2,1,2,4,6,1,3,3,6,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","Yes" +1888281,131,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","No","No","No" +1209956,43,2,0,0,0,0,2,4,9,13,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3057464,35,52,0,0,0,0,0,0,1,2,77,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +3159792,2447,9,357,1478,3901,5339,260,1040,3350,5582,410,"No",128,0.94,0.83,0,"No","No","No","Yes","No","No" +2131009,9,2,0,0,0,0,0,0,1,3,2,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +1454432,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1958320,8,8,0,16,32,48,2,9,32,40,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2129625,2400,8,87,2850,2850,5700,760,2089,3864,6012,497,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1149806,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2286113,75,NA,0,0,0,0,9,17,17,25,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1183746,2,12,0,60,60,60,0,1,1,1,1,"No",0,0.76,0.53,0,"Yes","No","No","Yes","No","No" +2249861,2,2,0,0,0,0,2,2,2,2,1,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","No" +1685121,4,8,0,0,0,0,0,0,2,3,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1931924,0,8,0,3,4,5,0,2,2,2,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1499815,943,12,0,6240,6240,6240,371,4659,5954,7524,288,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1928869,5,8,0,0,0,0,0,1,2,3,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1742115,13,2,4,32,48,64,24,48,54,54,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1388004,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2934929,5,8,0,6,16,24,5,14,25,36,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1919923,1,2,0,24,48,72,10,27,46,69,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2933149,54,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1607609,10,2,0,4,8,16,1,1,10,15,3,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1231451,601,8,0,400,400,400,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1577644,130,NA,0,47,81,149,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2089015,2,8,0,0,1,2,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1319906,2,8,0,3,6,9,4,7,10,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1445390,315,NA,0,0,0,0,0,3,31,40,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1651381,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1880022,2,2,0,10,10,10,1,1,4,4,1,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1141792,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2087668,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","Yes" +1179735,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"Yes","No","No","Yes","No","No" +1697479,0,8,0,9,9,11,0,4,8,10,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +1599158,8,2,0,0,0,0,0,1,5,5,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +1479586,47,8,0,200,200,200,2,27,77,93,4,"No",118,0.97,0.97,0,"No","No","No","Yes","No","No" +1168382,4,8,0,36,36,36,6,15,22,41,6,"No",0,0.78,0.88,0,"No","No","No","Yes","No","Yes" +1896248,23,2,0,0,0,0,1,2,4,7,1,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1380927,15,4,0,0,6,20,0,2,10,17,1,"No",0,0.88,0.78,0,"No","No","No","Yes","No","Yes" +1825298,334,NA,0,0,0,0,17,45,87,126,24,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1144330,4,NA,0,0,0,0,0,2,4,7,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1204534,0,4,0,15,25,38,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1702513,9,NA,0,0,0,0,1,5,14,18,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1665834,44,8,0,0,0,0,0,8,13,19,2,"No",0,0.38,0.38,0,"No","No","Yes","Yes","No","No" +2258161,0,8,2,105,175,210,11,41,101,146,39,"No",0,0.78,0.82,1,"No","No","No","Yes","No","Yes" +1301124,34,8,26,0,0,12,1,5,53,63,2,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1249288,231,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3222817,4,12,0,0,0,1,0,0,2,3,0,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +2193134,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1567585,0,8,0,5,7,9,0,3,4,8,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1206467,4182,8,32,0,0,1000,308,1272,2209,3401,362,"No",0,1,0.5,0,"No","No","No","Yes","No","No" +2113229,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1962013,16,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3021362,60,4,0,0,0,0,0,10,10,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1895218,4,8,0,0,0,0,1,1,1,1,0,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1861533,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1135985,0,2,0,118,205,286,0,0,0,1,17,"No",0,0.99,0.95,0,"No","No","No","Yes","No","Yes" +1425183,10,8,0,96,96,96,1,13,30,43,3,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1585090,101,8,128,11,155,252,43,169,336,456,47,"No",0,0.61,0.49,0,"No","No","Yes","Yes","No","No" +2036817,71,8,200,200,200,200,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1285286,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1781755,2,12,0,3,6,7,0,0,0,1,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +1796064,5691,8,1,0,0,0,18,80,148,244,40,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1191497,28,9,0,0,0,0,0,3,4,7,2,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +2263700,129,12,0,0,0,0,15,23,40,46,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +2912329,94,9,0,0,0,0,4,12,23,25,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1658791,0,9,0,4,4,5,0,0,3,4,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1505314,0,2,0,4,4,4,0,1,1,1,0,"No",0,0.69,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1221572,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1493327,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1357794,688,8,194,343,1069,1674,190,631,1296,1970,163,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1793061,1664,8,375,1094,2466,3642,701,1945,3692,5319,1274,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +1208569,0,9,0,41,81,113,13,32,55,95,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","Yes" +1307097,101,8,0,0,0,0,4,18,33,45,4,"No",0,0.08,0.05,0,"No","No","Yes","Yes","No","No" +1815894,20,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3083820,4,4,4,10,26,44,1,11,20,27,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1920495,73,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +2946952,35,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3143876,44,8,0,0,0,0,0,3,5,12,3,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2047156,75,8,0,0,0,0,0,1,1,3,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2100838,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2219269,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1500204,2953,8,0,0,0,0,1,2,3,4,121,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1497090,250,16,0,0,0,0,8,22,48,72,8,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1229114,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3011192,54,10,0,17,33,52,17,29,46,79,26,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +3108859,18,2,0,4,4,4,1,1,1,1,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1656817,-1,8,0,15,30,42,3,13,24,37,0,"No",4,0.76,0.78,1,"No","No","No","Yes","No","Yes" +2149230,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2973225,38,NA,0,0,0,0,0,2,3,5,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1493044,3,8,0,22,36,50,2,17,28,39,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1420196,3,2,4,16,44,60,6,19,38,59,3,"No",0,0.48,0.32,0,"No","No","No","Yes","No","Yes" +1357365,24,12,0,0,0,0,1,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1283553,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1749792,7,4,1,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1615785,11,2,0,50,50,100,5,21,42,57,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1171491,-6,8,1,36,45,45,30,39,80,118,14,"No",0,0.73,0.69,6,"No","No","No","Yes","No","Yes" +1256336,0,8,0,5,7,9,0,4,5,8,1,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +2200238,1,14,0,6,9,12,0,4,7,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2840368,0,8,2,30,30,30,2,6,13,18,4,"No",0,0.33,0.32,0,"No","No","No","Yes","No","Yes" +2905783,4,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1505016,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +2305750,30,2,0,0,3,12,0,3,12,23,6,"No",0,0.74,0.59,0,"Yes","No","No","Yes","No","No" +3122583,492,2,145,948,1968,2988,332,1046,1894,2950,171,"No",64,0.69,0.67,0,"No","No","No","Yes","No","No" +1483476,6,10,0,19,28,40,6,22,42,66,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3018729,33,8,0,0,0,0,0,2,3,7,3,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1890936,5,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1732300,3,8,0,0,1,2,1,2,2,2,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3194837,66,NA,0,0,0,0,0,0,0,2,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1931321,75,2,0,0,75,150,1,53,108,129,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3200528,31,2,0,0,20,40,6,17,29,50,0,"No",0,0.48,0.73,0,"No","No","No","Yes","No","No" +1619579,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","Yes","No","No","No" +1748530,6,4,0,0,2,3,0,3,3,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2973508,25000,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1715944,2,8,0,0,4,4,1,5,12,14,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1231668,80,4,0,0,40,60,0,21,47,73,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1656194,13,9,0,0,0,0,4,9,15,20,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2881146,13,8,0,0,18,18,4,13,19,29,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1574605,0,8,0,17,31,52,5,14,24,30,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1893577,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1136382,9,8,0,0,0,0,1,2,2,2,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +3136225,28,2,252,100,148,196,17,55,91,91,33,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +1537308,430,9,0,360,840,1320,179,588,1268,1942,338,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1651033,34,12,0,0,0,0,1,9,16,21,2,"No",0,0.59,0.63,0,"No","No","No","Yes","No","No" +1370070,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1426423,6051,8,450,10000,10000,21200,817,853,938,1488,306,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2088386,120,8,7,140,240,290,37,89,177,319,43,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3231673,12,8,0,0,0,3,4,8,11,13,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +2135841,15,12,0,0,0,0,0,2,2,2,0,"No",0,0.27,0.26,0,"No","No","Yes","Yes","No","No" +1201121,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1602186,4,8,0,0,0,0,0,1,1,3,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +2306962,0,4,0,1203,1203,1203,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2033471,78,8,0,53,106,159,17,60,134,195,27,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3035660,593,52,436,61,61,61,7,21,38,58,245,"No",0,0.83,0.9,0,"Yes","No","Yes","No","No","No" +3160559,150,2,0,0,0,250,16,45,72,104,0,"No",0,0.45,0.63,0,"No","No","No","Yes","No","No" +1250472,1,8,0,4,7,9,1,4,5,7,0,"No",1,0.17,0.34,0,"No","No","No","Yes","No","No" +1539347,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2016254,156,2,0,0,0,0,3,7,22,33,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3062216,22,16,2,20,20,20,2,8,15,33,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1881173,6,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1145070,2150,8,525,750,1750,3500,352,1209,2136,3369,1010,"No",0,0.38,0.64,0,"No","No","Yes","Yes","No","No" +2176249,33,8,0,24,54,80,7,30,65,93,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1835707,255,8,97,408,780,1152,128,416,850,1393,297,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1411414,0,2,0,21,21,21,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1565150,59,6,1,5,16,26,10,38,73,116,18,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1541161,50,2,38,0,0,0,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +2197038,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2105545,93,NA,0,0,0,0,7,7,7,7,23,"No",0,-99,-99,0,"No","No","No","No","No","No" +3270678,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2162321,11,4,0,0,0,6,0,3,7,15,0,"No",0,0.95,0.79,0,"No","No","Yes","Yes","No","No" +1994620,1,2,0,60,80,80,22,23,36,41,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +1792139,0,2,0,7,7,7,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1255393,0,8,0,22,22,22,7,15,23,43,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +3140965,1,2,1,3,5,7,1,3,5,9,0,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1327110,578,52,0,0,0,0,2,9,15,30,9,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2034589,10,2,0,0,0,0,5,33,33,33,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1645411,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1725594,0,2,0,21,21,21,2,2,2,2,1,"No",0,0.52,0.41,2,"Yes","No","No","Yes","No","Yes" +1553171,-45,8,0,82,85,115,8,57,80,85,51,"No",0,0.68,0.69,45,"No","No","No","Yes","No","No" +1609199,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3125397,4,8,0,0,0,1,0,0,2,5,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3138214,45,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1854821,20,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1479401,2,4,4,0,0,0,0,2,2,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1316382,27,8,0,602,1052,1538,94,237,390,419,150,"No",25,0.97,0.86,0,"Yes","No","No","Yes","No","Yes" +2863077,0,12,4,0,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3159918,35,2,0,18,54,90,8,20,50,59,0,"No",0,0.75,0.54,0,"No","No","No","Yes","No","No" +3214763,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3275260,59,NA,0,0,0,0,2,3,5,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2060434,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1312634,638,12,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.72,0,"No","No","No","Yes","No","No" +1723735,3,8,0,391,391,391,5,15,24,40,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1535178,1,8,0,6,6,6,1,2,3,4,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1378554,3,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2887139,35,8,0,0,0,0,1,3,5,45,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +2067852,6,14,0,0,0,0,1,1,1,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1547958,2,8,0,1,3,4,1,2,3,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1323176,0,2,0,47,85,129,0,0,0,0,0,"No",0,0.6,0.54,0,"No","No","No","Yes","No","Yes" +1959846,1100,52,0,0,0,0,2,20,45,62,5,"No",0,1,0.59,0,"Yes","No","Yes","No","No","No" +1241803,36,2,0,0,0,20,4,11,15,25,6,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2079072,1,8,0,10,14,18,2,8,9,11,3,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +2269328,129,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1218981,20,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2813695,295,52,3,0,0,0,10,31,66,97,36,"No",0,0.97,0.89,0,"Yes","No","Yes","No","No","No" +1543265,3,8,0,0,0,0,1,1,1,2,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1730935,0,8,0,5,10,11,3,5,9,13,3,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +1350732,2,2,0,4,4,4,2,4,4,4,0,"No",0,0.33,0.64,0,"No","No","No","Yes","No","Yes" +3180979,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3160912,4,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1728319,425,8,0,0,0,0,2,3,6,10,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1298374,2,2,4,0,0,0,0,0,0,0,0,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +2003504,0,8,0,10,10,10,0,2,6,9,4,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2892950,0,4,0,18,18,18,3,7,14,33,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2222068,19,8,0,18,36,36,9,17,35,58,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2129246,3,2,1,1,1,1,0,0,0,0,0,"No",0,0.1,0.12,0,"Yes","No","No","Yes","No","No" +2055659,10,2,0,24,24,24,0,0,0,0,0,"No",0,0.89,0.89,0,"Yes","No","No","Yes","No","No" +1718857,92,12,2,4,78,165,11,53,168,223,52,"No",0,0.72,0.8,0,"No","No","No","Yes","No","No" +2119196,42,8,1,150,270,390,50,174,279,471,42,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2018722,0,8,2,1,3,4,1,2,3,4,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1692733,4,4,7,0,3,12,2,13,20,28,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2916696,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2173339,630,2,0,0,0,0,0,20,50,94,34,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1955050,16,8,0,12,22,32,4,14,32,54,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3256910,58,52,0,0,0,0,0,0,0,0,1,"No",0,1,0.93,0,"Yes","No","No","No","No","No" +1392283,41,9,0,0,0,0,8,22,26,83,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1275866,14,4,15,1,1,1,0,0,0,0,1,"No",0,0.89,0.79,0,"Yes","No","No","Yes","No","No" +1223889,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2881616,31,8,0,0,0,0,1,2,2,2,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3184463,29,2,0,0,0,0,1,3,4,8,1,"No",0,0.48,0.73,0,"No","No","No","Yes","No","No" +1743175,63,8,0,0,0,0,4,6,10,17,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3075037,6,8,0,0,0,1,0,0,3,6,1,"No",0,0.45,0.43,0,"No","No","No","Yes","No","No" +2138076,4,9,0,0,0,0,0,0,2,2,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1834487,4,4,0,5,8,12,2,6,17,21,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1632559,0,8,0,3,4,6,1,2,3,3,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +1309907,5,14,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3243859,65,2,0,35,71,116,9,41,88,121,18,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3029046,22244,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1376243,16,2,32,32,64,128,16,31,70,115,10,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1508647,5,8,0,0,3,6,0,2,6,8,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3166394,112,2,0,0,0,0,0,1,5,8,1,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","No" +3154139,13,2,11,42,78,120,20,41,73,97,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1476666,2,8,0,0,0,0,0,1,1,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2857168,7,8,0,11,18,25,5,11,27,39,3,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1263824,1,2,0,24,44,72,9,21,63,85,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1169956,2,2,1,2,2,2,13,30,58,72,14,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +1830465,41,8,12,48,72,108,21,60,121,182,32,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1114079,1,9,0,0,0,0,0,1,1,1,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +2961842,4,4,6,0,0,0,0,2,2,2,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2183245,28,8,0,0,0,0,2,2,4,6,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1627919,3,4,0,1,3,4,2,12,21,25,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1327854,13,2,0,0,0,0,0,0,0,2,2,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2086895,280,12,0,0,0,0,0,1,4,6,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3080079,13,8,13,0,0,3,1,5,7,14,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1338162,30,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1579486,4,12,0,0,1,2,1,1,2,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2232596,3,2,0,0,0,0,0,0,1,2,0,"No",0,0.88,0.78,0,"No","No","No","Yes","No","No" +2017426,11,8,0,0,0,4,1,3,11,14,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2066820,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1212461,6,14,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1388304,241,8,0,0,0,0,0,6,7,13,0,"No",0,0.88,0.88,0,"No","No","No","Yes","No","No" +2293723,550,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2286519,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +3061883,7,8,0,0,0,0,0,0,0,1,1,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2119264,0,2,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","Yes" +3184786,0,12,0,5,8,10,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1706578,222,4,0,0,0,0,19,91,373,394,74,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2248052,0,2,0,233,313,393,0,0,0,0,25,"No",0,0.41,0.58,0,"No","No","No","Yes","No","Yes" +2193376,105,8,20,109,225,340,39,127,245,384,48,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2068458,58,2,0,0,0,0,0,0,20,20,1,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +1615813,45,8,0,0,0,0,0,0,0,10,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1309640,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.86,0.92,0,"No","No","No","Yes","No","No" +3203774,2,8,0,4,7,10,0,5,7,8,5,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1149002,215,2,3,90,210,330,40,63,65,65,83,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1614704,0,9,0,8,8,8,0,1,5,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1490963,0,9,0,2,3,4,0,1,2,4,1,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +3263612,0,8,0,94,154,214,23,69,111,155,0,"No",20,0.6,0.66,0,"No","No","No","Yes","No","Yes" +1902853,22,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1454464,1163,4,94,5598,9558,13320,2172,4955,9068,12795,1049,"No",0,0.7,0.64,0,"No","No","No","No","No","No" +1218616,7,8,0,0,0,0,0,0,4,4,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1606095,1,12,0,2,4,5,0,2,2,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1295546,9,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2053596,46,2,0,0,9,18,1,4,12,12,3,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2230850,0,9,0,5,6,6,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","Yes" +2020581,38,8,0,0,9,18,3,20,38,64,13,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1653668,0,8,0,22,22,22,1,7,22,26,0,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1382716,1065,3,0,0,0,0,0,1,1,2,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2298011,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1594135,14,12,0,0,0,0,1,2,5,12,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1485406,317,4,328,660,1320,1760,283,676,1136,1889,222,"No",0,0.62,0.62,16,"No","No","Yes","Yes","No","No" +2857871,0,NA,0,0,0,0,0,0,5,8,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3146339,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +2266888,204,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1600884,64,2,42,234,504,804,72,236,432,576,28,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1325247,13,12,4,12,24,38,3,8,17,32,10,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1364763,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2269709,11,2,0,0,0,0,0,0,3,3,0,"No",0,0.5,0.52,0,"Yes","No","Yes","Yes","No","No" +3123704,257,8,22,0,300,300,49,108,162,234,85,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1276067,10,8,0,4,7,7,0,1,6,7,0,"No",0,0.17,0.34,0,"No","No","No","Yes","No","No" +1515328,6,8,0,8,12,20,4,8,23,28,6,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1667647,15,NA,0,0,0,0,0,0,0,1,11,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3101518,46,2,0,0,45,90,5,26,50,73,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1762433,15,8,0,0,0,0,0,1,3,3,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2830023,150,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1248682,2,8,0,19,38,57,7,15,35,45,3,"No",0,0.84,0.71,0,"No","No","No","Yes","No","No" +2207710,61,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1429451,25,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3107597,3,4,0,1,2,3,0,1,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1287525,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +3126889,57,NA,1,0,0,0,8,40,67,93,28,"No",0,-99,-99,0,"No","No","No","No","No","No" +1269159,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1469291,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +2957596,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1149839,31,8,0,0,0,0,2,8,17,25,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1122011,166,8,0,170,255,340,32,85,194,361,51,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1619813,7,10,0,315,596,880,52,248,529,741,0,"No",53,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2298277,0,2,0,0,0,0,0,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1201492,58,12,0,0,12,24,4,24,47,68,1,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1245270,3,8,0,14,22,22,4,8,16,27,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +2015385,246,8,150,432,948,1536,216,679,1306,1905,247,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3128352,4,9,12,0,12,24,3,11,23,34,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1144853,188,8,0,0,0,0,0,3,5,10,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2085863,57,8,0,67,142,202,12,39,93,153,23,"No",0,0,0,0,"No","No","No","Yes","No","No" +3058554,23,3,0,0,0,1,0,5,24,35,3,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1320097,10,8,0,64,64,64,6,14,36,45,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3243438,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1375694,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1988541,57,8,0,33,83,123,15,36,67,110,28,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1176940,3,8,0,12,18,24,4,10,17,25,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2948566,0,2,0,13,21,25,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","Yes" +1399579,12,8,10,20,50,80,7,30,57,69,7,"No",0,0.7,0.84,0,"No","No","No","Yes","No","Yes" +2990787,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2887043,43,52,0,0,0,0,0,0,1,2,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3258724,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +2107010,512,0,91,750,1410,2190,215,761,1455,2169,271,"No",0,0,0,0,"No","No","Yes","No","No","No" +1697669,19,NA,0,0,0,0,0,0,0,0,107,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1482778,1,12,0,5,6,6,3,4,4,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2171722,1,8,0,3,6,9,4,5,8,8,1,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +3163138,34,12,0,149,224,324,34,97,166,257,21,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1153975,91,8,29,90,195,300,22,100,216,309,39,"No",0,0.75,0.83,0,"No","No","No","Yes","No","No" +2042023,11,2,0,0,0,0,0,0,2,3,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1569250,3,9,0,2,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1942687,55,8,2,30,30,60,10,26,56,81,20,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1979010,1394,4,196,588,1345,1639,189,683,1384,2042,187,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1516127,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1590716,0,8,0,0,100,100,0,0,0,0,0,"No",0,0.61,0.65,0,"No","No","No","Yes","No","No" +1232878,5,52,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2033346,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1757286,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1395214,35,8,0,0,0,0,1,4,6,9,3,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1526079,25,2,0,0,0,5,2,5,6,17,0,"No",0,0.92,0.45,0,"Yes","No","No","Yes","No","No" +1954220,19,8,1,18,42,60,0,10,27,44,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2002750,150,9,0,0,0,0,1,2,3,8,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1833154,1220,9,0,0,0,0,46,132,173,371,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1632739,5,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1276138,59,2,0,0,0,25,6,21,100,122,0,"No",0,0.55,0.77,0,"No","No","No","Yes","No","No" +2301981,7,8,0,0,0,0,0,1,3,4,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1904444,223,8,84,135,389,516,65,185,388,639,86,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1753784,0,8,0,21,36,56,8,24,50,68,2,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +1875688,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2115716,2,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1558364,0,4,0,17,27,31,0,0,0,0,0,"No",0,0.61,0.61,0,"Yes","No","Yes","Yes","No","Yes" +1420712,48,2,100,0,40,60,5,16,22,22,3,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +1274894,34,11,0,14,41,95,7,24,69,89,4,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +2136489,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.12,0,"Yes","No","No","Yes","No","No" +1157380,0,3,0,30,30,30,0,0,0,0,0,"No",30,0.42,0.46,0,"Yes","No","Yes","Yes","No","Yes" +1772530,191,10,76,120,309,484,96,269,572,835,71,"No",0,0.84,0.86,8,"No","No","No","Yes","No","No" +1480371,40,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1666558,3,8,0,12,24,30,3,5,15,27,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2851461,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1514800,0,2,12,72,72,72,0,2,2,2,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +2271445,3,8,0,0,0,0,1,1,2,3,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1672907,4,8,0,0,0,1,1,2,2,5,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2122151,150,9,44,120,240,320,27,106,220,380,45,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1473501,200,9,0,0,90,90,46,148,325,524,15,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +2007119,44,8,0,0,0,0,0,1,1,1,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1341257,98,2,6,12,36,60,8,24,31,70,20,"No",0,0.64,0.68,0,"Yes","No","No","Yes","No","No" +2022596,12,12,0,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1768584,800,8,0,0,0,0,23,62,98,149,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3015587,53,8,0,0,0,0,5,17,41,62,2,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1394399,3,2,0,10,10,10,5,7,7,7,0,"No",8,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +2066373,10,2,0,0,0,0,0,2,2,2,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1999862,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +2938959,38,8,0,0,0,0,0,1,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1133610,184,8,22,72,134,258,40,113,239,401,61,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2066125,23,2,3,36,90,144,11,41,87,117,8,"No",0,0.81,0.87,0,"No","No","No","Yes","No","Yes" +2928096,3,12,0,0,0,0,0,1,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2313765,35,2,0,0,0,0,0,3,6,7,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1572290,4,8,0,7,15,23,5,9,15,21,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1392187,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2941575,88,2,0,63,126,210,16,78,153,215,34,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +3007947,45,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2149775,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.52,0,"Yes","No","No","Yes","No","No" +1255464,24,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2104878,19,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2214568,4,8,0,0,1,2,0,0,0,0,0,"No",0,0.35,0.37,0,"No","No","No","Yes","No","No" +2168810,23,2,0,0,32,32,2,8,21,31,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +1902442,0,12,0,16,16,16,0,1,7,12,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2103451,14,8,0,0,0,0,1,2,4,5,2,"No",0,0.73,0.77,0,"Yes","No","No","Yes","No","No" +2287800,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3235221,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1783488,29,2,0,168,168,336,26,57,108,135,0,"No",0,0.02,0.1,0,"No","No","No","Yes","No","Yes" +1723764,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1204110,1,12,0,3,3,4,1,2,4,4,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1741674,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +1462896,2,8,24,0,0,0,2,6,15,29,4,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2856205,0,8,0,18,26,42,8,20,39,46,3,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1433319,12,2,10,8,20,32,9,20,33,46,2,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +1846648,19,8,1,200,250,350,24,91,186,294,26,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1949080,7,2,0,0,0,0,1,1,4,7,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +2863980,43,4,0,0,0,0,0,0,0,8,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1892229,0,8,0,1,1,1,1,1,1,1,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +1943044,1,8,0,24,48,72,7,21,55,66,0,"No",0,0.77,0.87,0,"No","No","No","Yes","No","Yes" +1757928,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1482458,8,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1991297,-6,2,0,165,240,390,15,33,35,35,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1155396,2,9,0,2,5,7,1,2,4,5,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +3210393,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +1271636,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1240373,0,8,0,18,23,29,6,15,20,28,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1346400,29,8,3,8,12,18,7,21,37,55,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3266563,4,12,0,0,0,0,0,1,2,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1209195,38,8,0,0,0,0,0,0,1,4,1,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1928191,30,8,0,0,0,0,1,1,1,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2051332,7,2,0,0,0,0,1,4,5,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1313922,15,2,0,0,0,0,0,3,3,3,0,"No",0,0.9,0.79,0,"Yes","No","Yes","Yes","No","No" +1880738,-1,8,0,18,18,18,0,6,15,21,1,"No",0,0.14,0.32,1,"No","No","No","Yes","No","Yes" +1796512,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2003765,0,12,0,9,9,9,2,3,6,6,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1740081,4,2,0,1,4,7,2,4,7,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1113850,1164,8,686,784,1764,2254,366,1090,2030,3109,669,"No",0,0.95,0.97,6,"No","No","No","Yes","No","No" +2914763,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1837841,23,4,0,0,0,0,0,1,2,3,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3284375,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1696412,11,2,0,12,24,36,4,10,29,45,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2959439,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3076275,96,2,0,0,0,0,0,2,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1395254,182,8,0,0,0,0,4,10,17,28,0,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +1556324,178,8,0,64,212,267,19,80,202,402,63,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2917141,0,8,1,9,13,17,0,11,13,13,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1492280,109,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1320005,625,8,500,0,0,0,48,129,242,419,69,"No",0,1,1,0,"No","No","No","Yes","No","No" +2235715,480,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +3203942,21,8,30,40,80,120,13,41,79,131,6,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +1806244,13,2,0,0,10,20,4,9,34,54,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3009992,1,2,0,58,58,58,2,2,2,2,0,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1856695,-1,8,0,6,10,11,1,5,8,14,1,"No",0,0.95,0.95,1,"No","No","No","Yes","No","Yes" +1865361,8,16,0,68,98,128,3,28,64,90,28,"No",0,0.62,0.62,0,"Yes","No","Yes","Yes","No","No" +1836103,22,2,28,36,84,144,20,86,147,218,15,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2002637,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +1498613,68,10,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2810864,49,2,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1243843,100,8,0,972,1788,2672,202,605,1173,1596,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +2992102,10,8,0,0,0,0,2,2,2,2,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2989577,5,8,10,10,20,40,4,15,38,51,2,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +2888555,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +1203028,12,2,0,32,76,129,19,55,131,185,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1966649,79,8,3,12,60,84,13,41,78,134,22,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2168440,29,8,8,12,32,48,27,79,161,219,25,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","No" +2942977,1,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1395168,58,NA,0,0,0,0,2,3,10,10,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3111272,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1450221,60,2,0,60,60,60,0,0,0,0,0,"No",0,0.79,0.77,0,"No","No","No","Yes","No","No" +1580599,302,NA,0,0,0,0,1,1,2,3,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1700809,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1979567,10,12,0,0,4,8,1,4,8,15,4,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1244606,7,8,3,36,56,80,10,25,60,100,20,"No",0,0.78,0.88,0,"No","No","No","Yes","No","Yes" +1348718,7,8,0,10,20,30,2,3,9,26,2,"No",0,1,0.9,0,"No","No","No","Yes","No","Yes" +1331906,2,8,0,20,28,38,9,36,51,65,6,"No",0,0.99,0.9,0,"No","No","No","Yes","No","Yes" +1388681,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","No","No","No" +2185527,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","Yes" +1660889,9,8,3,7,14,21,5,10,22,44,8,"No",0,0.5,0.35,0,"No","No","No","Yes","No","No" +2158912,4,4,0,0,0,0,1,1,1,1,0,"No",0,0.54,0.47,0,"Yes","No","No","Yes","No","No" +2034736,3,2,0,6,6,6,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","Yes" +1785130,2,8,0,1,2,3,1,1,1,4,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +3255842,15,4,0,0,0,0,0,0,6,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1632673,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1171139,53,52,0,0,0,0,1,3,4,6,1,"No",0,0.76,0.69,0,"Yes","No","No","Yes","No","No" +2868327,9,8,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1339576,9,0,0,0,0,4,2,6,10,16,1,"No",0,0,0,0,"No","No","No","No","No","No" +1969861,13,2,0,0,0,0,0,0,0,1,2,"No",0,0.02,0.1,0,"Yes","No","No","Yes","No","No" +1636682,93,2,31,104,200,272,41,130,245,355,42,"No",0,1,1,0,"No","No","No","Yes","No","No" +2940292,0,9,0,4,4,4,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3006390,-13,12,0,71,87,103,25,49,106,157,36,"No",1,0.73,0.79,13,"No","No","No","Yes","No","No" +1263986,236,52,0,0,0,0,15,29,54,91,8,"No",0,0.52,0.66,0,"Yes","No","Yes","Yes","No","No" +1475288,12,8,0,12,12,12,1,11,23,35,7,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2889692,75,8,0,0,0,0,0,0,26,34,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2892029,4730,8,150,0,1200,2400,405,963,2371,3990,1468,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3277507,43,3,22,124,226,310,77,157,256,376,29,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +2027295,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1364230,0,8,0,5,5,5,0,0,0,0,1,"No",0,0.2,0.31,0,"Yes","No","No","Yes","No","Yes" +1601127,-4,8,1,1699,2367,3739,442,1502,2949,3607,464,"No",0,0.65,0.67,9,"No","No","Yes","Yes","No","Yes" +2954931,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1682564,12,8,0,0,4,10,1,2,13,15,2,"No",0,0.78,0.87,0,"No","No","No","Yes","No","No" +1145420,23,2,0,0,0,0,2,2,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1771653,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2003646,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1644229,106,2,82,378,714,1134,178,616,1075,1541,57,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1834486,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1245331,2,8,0,0,2,3,0,2,2,4,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1818215,32,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1379548,48,NA,0,0,0,0,2,3,11,11,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1967385,13239,8,0,0,0,0,0,0,41,75,6,"No",0,0.89,0.79,0,"No","No","No","Yes","No","No" +3214476,47,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2864738,29,8,0,0,2,12,7,14,34,59,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2131867,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +3258049,190,2,0,72,168,240,18,38,98,140,40,"No",0,1,0.83,0,"No","No","No","Yes","No","No" +2846815,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2121246,22,2,0,0,0,0,0,0,0,1,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1354176,10,4,0,29,50,66,7,30,54,82,8,"No",2,0.79,0.66,1,"No","No","No","Yes","No","Yes" +1340781,41,8,230,0,0,0,0,0,0,0,0,"No",0,0.8,0.92,0,"No","No","No","Yes","No","No" +3257911,100,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1137009,5000,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +1460193,5,2,0,0,50,50,0,0,0,0,1,"No",0,0.87,0.81,0,"Yes","No","No","Yes","No","No" +2884947,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2962832,17,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2854993,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2940256,8,2,0,12,24,48,4,16,30,36,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1958696,21,2,0,30,65,115,9,32,47,49,4,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","No" +1804556,27,8,0,0,0,0,0,0,0,2,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1309453,1,3,0,4,4,4,3,10,11,14,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1584356,5,8,0,0,1,3,1,2,2,5,1,"No",0,0.17,0.17,0,"No","No","No","Yes","No","No" +2291779,6,9,0,3,6,9,0,1,3,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1154472,1,9,0,0,0,0,1,1,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1705829,2164,8,24,0,0,0,104,448,1396,2746,168,"No",0,1,1,0,"No","No","No","Yes","No","No" +2845444,4,4,0,0,0,0,1,1,3,3,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1997839,-81,8,20,346,519,712,75,173,256,463,12,"No",0,0.46,0.45,82,"No","No","No","Yes","No","No" +1993070,0,2,0,22,22,22,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","Yes","Yes","No","No" +1882455,1,2,0,156,228,282,7,40,84,140,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1353570,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2882151,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2906361,3,9,0,5,10,13,1,5,7,7,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +2894039,0,8,0,13,23,33,3,6,14,20,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","Yes" +1651619,5,8,0,0,0,5,2,4,7,15,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +2259447,26,9,0,0,0,9,2,7,13,24,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1362268,25,52,0,0,0,0,0,3,4,8,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3113289,93,2,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1346158,82,9,0,42,87,132,5,32,91,150,24,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2073916,2,4,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +3047199,8,9,0,0,0,0,1,1,1,1,0,"No",0,0.7,0.77,0,"No","No","Yes","Yes","No","No" +2065158,3,8,0,0,0,0,0,1,2,3,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2945964,-1,8,0,50,50,50,0,1,21,21,0,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +1554115,25,2,0,29,58,87,17,49,86,100,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +1517834,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2920311,1292,2,352,19232,29632,42432,960,8229,18056,28461,2344,"No",800,0.66,0.87,0,"No","No","No","Yes","No","No" +2085975,0,9,2,17,22,27,6,12,16,23,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +2149583,12,3,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1823912,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1696440,5,8,0,4,8,12,0,2,6,9,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2909715,14,9,0,0,0,0,2,2,8,20,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1575267,10,2,0,0,0,0,0,0,0,0,2,"No",0,0.02,0.1,0,"Yes","No","Yes","Yes","No","Yes" +2927654,3,9,0,0,0,0,0,0,2,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1973951,0,8,0,5,10,11,3,5,8,13,3,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +1885630,3,2,0,0,1,2,1,2,2,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1275655,19,2,0,0,20,20,0,2,13,18,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2118398,27,2,0,0,0,0,1,1,1,1,0,"No",0,0.88,0.78,0,"No","No","No","Yes","No","No" +2173380,30,8,0,0,0,0,7,11,26,40,11,"No",0,0.9,0.85,0,"No","No","No","No","No","No" +2314151,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1996183,-9,8,2,149,261,341,21,142,245,321,13,"No",0,0.91,0.89,11,"No","No","Yes","Yes","No","Yes" +1512403,10,12,0,0,0,4,2,6,9,14,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1569959,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1445537,73,8,30,120,240,336,52,125,237,363,54,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1550773,0,2,0,65,65,65,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","Yes" +1726057,0,5,0,1894,3269,5049,0,0,0,0,187,"No",111,0.69,0.69,0,"No","No","No","Yes","No","Yes" +2033285,40,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2054682,0,9,0,31,55,95,15,51,72,84,8,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1920855,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1549929,117,8,65,23,138,253,30,123,274,372,180,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3227813,1184,2,0,0,0,0,1,1,1,1,69,"No",0,0.64,0.59,0,"Yes","No","No","Yes","No","No" +2148055,490,8,0,0,0,0,0,1,2,3,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1397086,1,8,0,2,4,5,0,2,2,5,2,"No",1,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1567235,38,8,0,0,0,0,0,3,5,5,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1351915,231,2,65,480,960,1536,142,507,1109,1703,261,"No",0,0.98,0.99,3,"No","No","No","Yes","No","No" +3171650,16,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1932574,21,8,0,0,0,0,1,2,3,3,0,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","No" +1310433,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1149996,0,4,0,7,8,8,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2115399,9,2,0,0,0,0,1,3,3,4,0,"No",0,0.68,0.84,0,"Yes","No","No","Yes","No","No" +1565350,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1777720,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2907203,151,8,32,105,229,322,43,153,332,511,66,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1941144,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1932354,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1907741,2,2,0,18,18,18,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","Yes","Yes","No","No" +1129576,0,12,0,10,16,22,1,5,11,14,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +2049123,0,9,0,9,9,12,0,3,6,10,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1206377,0,2,0,126,126,126,0,0,0,0,0,"No",0,0.95,0.83,4,"Yes","No","No","Yes","No","Yes" +1308206,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3125763,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1234367,15,0,0,22,57,92,6,15,20,22,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1442339,32,8,0,0,0,0,3,7,15,23,0,"No",0,0.86,0.94,0,"No","No","Yes","Yes","No","No" +1142313,2,8,0,18,30,38,7,22,35,54,26,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1583716,73,8,0,61,205,349,22,118,185,276,63,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2002935,9,4,0,2,6,8,0,5,12,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" 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+1402863,4,12,0,0,0,0,0,0,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3038464,86,8,27,98,172,272,35,100,207,320,42,"No",0,0.86,0.6,0,"No","No","No","Yes","No","No" +2305881,0,8,0,7,7,7,0,0,4,4,0,"No",2,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2101684,0,8,8,6,14,21,0,0,0,0,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","Yes" +3074061,2,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1555973,0,9,0,3,5,6,1,2,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2818402,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1436546,11,8,0,19,19,20,4,20,54,93,3,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +1947439,38,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1683381,5,2,0,32,48,64,8,21,36,45,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1978664,474,8,0,183,559,959,208,436,467,802,17,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1961741,16,16,0,0,0,0,0,0,2,3,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +3148631,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1990743,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1167525,377,16,91,91,223,496,83,312,730,1146,115,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2076534,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1552241,0,4,0,3,3,3,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1744432,0,4,7,1,1,1,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1774494,52,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1643766,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1722006,11,3,0,0,6,12,1,6,8,15,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1372864,4,8,0,3,7,9,2,3,7,14,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +3175929,2,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3121002,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1723857,227,12,0,0,0,0,0,0,0,9,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2932323,180,8,0,0,0,0,1,1,2,3,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2914360,77,8,2,60,102,162,25,67,133,214,26,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1468292,0,8,1,4,6,7,2,3,5,5,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2987628,134,8,0,104,197,321,13,106,211,324,41,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +2191152,8,2,0,21,35,47,12,30,57,81,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1225189,0,8,0,19,22,29,3,13,18,27,3,"No",0,-99,1,0,"No","No","No","Yes","No","Yes" +1317938,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1117565,2,8,0,5,9,13,1,5,8,11,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","Yes" +1876981,62,52,0,0,0,0,1,6,12,19,10,"No",0,-99,0.5,0,"Yes","No","No","No","No","No" +1889890,35,8,2,0,0,0,8,22,44,62,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1638099,0,NA,1,0,0,0,8,25,58,66,15,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3019283,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1995616,139,2,0,0,0,0,4,10,13,13,22,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1233490,542,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1724161,121,NA,0,0,0,0,5,43,62,88,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2837190,4,14,0,0,0,0,1,2,2,2,0,"No",0,0.5,0.52,0,"No","No","Yes","Yes","No","No" +2943651,1,2,0,16,32,48,7,19,40,61,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1369846,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1447867,-100,0,0,112,118,125,0,143,146,146,0,"No",0,0.93,0.86,101,"No","No","No","No","No","Yes" +2058114,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1332786,183,14,0,160,160,160,10,59,182,263,15,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2122386,152,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +1325779,15,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1795297,35,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3251185,-15,8,0,29,32,38,20,22,28,28,6,"No",0,0.68,0.57,15,"No","No","No","Yes","No","No" +1422502,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1573960,28,8,0,0,0,0,2,7,14,18,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3138665,4,8,0,0,0,0,0,1,1,1,2,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1480596,8,2,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1948693,6,8,0,7,12,17,0,2,5,8,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +2042790,490,NA,0,0,0,0,1,1,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1644267,17,2,0,30,60,84,10,30,66,81,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +2007698,14,8,0,466,706,946,93,285,544,829,135,"No",36,0.61,0.57,4,"No","No","Yes","Yes","No","Yes" +1974932,257,8,257,800,1400,2000,197,651,1365,1994,125,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2849633,0,5,0,463,507,507,0,2,2,2,41,"No",0,0.65,0.71,0,"No","No","No","Yes","No","Yes" +1372313,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2138454,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2240563,12,2,0,100,200,250,15,47,81,102,2,"No",0,0.1,0.2,0,"Yes","No","No","Yes","No","Yes" +2285081,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2823466,296,8,0,0,200,400,36,110,240,406,34,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2890004,6,8,0,0,0,0,0,2,2,2,1,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +3284384,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3201440,2,4,5,3,3,3,1,4,4,5,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3206391,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1545738,55,8,0,0,0,0,0,0,5,6,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1565390,5,4,0,1,3,6,0,4,7,9,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1511202,709,8,0,0,0,0,7,18,32,60,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1689870,59,4,21,23,57,90,18,37,79,126,13,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3278735,5,8,0,0,0,2,0,3,5,5,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1298707,0,9,0,6,6,6,0,2,2,4,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","Yes" +2287176,3,2,1,2,6,10,0,3,6,9,1,"No",0,0.8,0.75,0,"No","No","Yes","Yes","No","No" +2984852,9,8,0,0,0,0,1,1,1,3,3,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +1843467,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2837418,25,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1963506,23,8,0,72,72,72,1,3,6,10,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2175236,72,8,2,48,72,96,6,31,73,118,21,"No",0,1,1,0,"No","No","No","Yes","No","No" +3123092,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1898231,476,12,517,630,1030,1330,167,393,574,1071,180,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1859670,18,8,0,30,30,30,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1266214,0,8,0,1,1,1,1,1,1,2,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","No" +2906336,79,8,21,50,86,139,14,41,88,197,31,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3089148,1,8,0,1,1,2,2,3,3,3,0,"No",0,0.05,0.13,0,"No","No","No","Yes","No","No" +1333230,12,8,0,0,0,0,1,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1200199,22,12,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +3007017,0,8,0,3,5,7,2,4,4,7,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +3033284,11,8,1,0,10,20,2,6,18,24,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1749761,0,2,0,7,7,7,4,7,11,11,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1769950,52,2,0,3,21,21,20,33,45,119,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2965748,343,52,0,0,0,0,5,55,134,248,11,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3095146,11,9,0,0,5,10,2,8,15,24,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3115172,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +1667787,5,2,12,30,54,90,6,16,24,24,0,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +2146671,1,8,0,10,15,20,3,7,13,20,1,"No",0,0.91,0.96,0,"No","No","No","Yes","No","Yes" +2151143,364,8,118,0,72,144,40,139,281,431,57,"No",0,0.94,0.81,0,"No","No","Yes","Yes","No","No" +1892309,28,2,12,15,45,75,2,20,43,59,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1592099,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1361626,223,12,1,22,82,182,46,96,286,420,16,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1964511,2,12,0,3,5,8,1,3,8,8,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +3080000,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1949568,0,2,0,13,13,13,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1961819,2,12,2,1,5,6,1,2,8,14,3,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","Yes" +3284852,2442,12,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.76,0,"Yes","No","No","Yes","No","No" +1328533,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1485500,437,8,25,0,0,0,48,74,189,338,34,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +3007965,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2279905,16,8,0,0,7,21,8,15,31,44,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1535486,7,9,0,0,0,0,0,2,3,4,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2080128,0,2,0,6,12,12,1,1,1,1,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1268754,48,8,0,0,0,0,3,13,25,40,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1513252,249,12,0,0,0,0,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2841309,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.19,0,"Yes","No","Yes","Yes","No","No" +1989592,184,2,0,0,0,0,5,8,12,17,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1615649,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1435919,39,8,0,0,0,0,0,2,7,20,4,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2139874,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2281525,59,4,0,0,30,90,1,1,1,1,7,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1419637,27,52,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.38,0,"Yes","No","No","No","No","No" +1868069,19,4,0,0,0,4,0,2,10,10,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1527914,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3169242,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2275767,0,2,3,3,3,6,1,3,6,6,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1875083,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1165908,4,4,0,1,1,1,0,0,1,1,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1350548,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3221633,41,12,3,60,80,120,15,42,76,116,14,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1499972,4,2,0,5,5,6,1,1,4,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2015476,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1307222,48,2,0,0,0,0,2,4,7,8,0,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1895009,-155,2,0,210,210,210,315,317,319,319,0,"No",0,0.94,0.9,155,"Yes","No","No","Yes","No","No" +2272297,17,12,0,0,0,0,0,3,5,12,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1357276,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2284482,252,8,48,200,400,600,52,176,329,487,70,"No",0,0.51,0.36,0,"No","No","No","Yes","No","No" +1546051,110,8,0,0,0,0,1,1,4,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2188458,14,8,0,36,60,105,8,45,75,97,14,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +2309532,5,4,0,87,130,169,16,28,35,36,4,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +2144405,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1531814,0,2,0,10,10,10,0,4,5,5,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","Yes" +1303720,32,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"Yes","No","No","Yes","No","No" +1363382,1339,14,1586,3348,9856,13511,1086,3237,8250,10002,2305,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1299990,4,8,0,11,26,41,4,20,39,54,3,"No",0,0.66,0.72,0,"No","No","No","Yes","No","Yes" +1369374,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +2025987,0,12,0,6,12,12,1,2,6,8,0,"Yes",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1583453,609,NA,0,0,0,0,1,1,1,3,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1680404,0,4,0,19,31,35,0,0,0,0,0,"No",0,0.61,0.61,0,"Yes","No","Yes","Yes","No","No" +2814195,950,8,850,3250,4900,6150,575,2053,3456,5500,645,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1709218,4,8,0,0,0,1,0,1,5,10,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2216151,55,2,0,0,72,72,0,0,0,0,4,"No",0,0.16,0.08,0,"Yes","No","No","Yes","No","No" +2115561,28,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2254967,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1262119,2,8,0,2,3,5,0,1,4,5,0,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +1122461,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1188947,109,8,0,0,0,0,14,14,14,14,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3230689,8,8,0,15,45,60,5,20,41,52,6,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1821095,0,8,0,11,11,11,0,2,5,5,0,"No",0,0,0.22,0,"No","No","No","Yes","No","Yes" +1317374,3,52,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"Yes","No","Yes","No","No","Yes" +1115060,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1790365,266,8,91,305,383,461,59,182,357,643,129,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1178282,1572,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2864713,21,2,0,0,0,0,0,1,2,2,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3174034,13,3,8,18,48,78,12,26,48,58,3,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +3276019,9,8,0,0,0,0,0,3,5,6,0,"No",0,0.59,0.58,0,"No","No","No","Yes","No","No" +3054179,3,2,0,2,4,8,3,5,8,10,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3163980,2,8,0,25,41,53,7,14,23,25,0,"No",0,0.51,0.31,0,"No","No","No","Yes","No","No" +3200105,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1430316,9,4,0,7,14,21,5,17,39,58,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1796677,9,2,0,0,0,0,0,1,4,7,1,"No",0,1,0.87,0,"Yes","No","No","Yes","No","No" +1715362,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1998385,7,8,0,0,0,0,0,2,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3133029,92,12,0,0,0,0,0,0,6,6,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +2007040,67,8,0,0,0,0,4,12,20,25,12,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2003705,16,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2858263,109,2,9,80,160,240,35,100,190,259,32,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3189797,42,2,0,0,0,0,0,1,1,2,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1612325,11,2,0,24,44,64,21,63,86,132,3,"No",0,0.27,0.39,0,"No","Yes","No","Yes","No","Yes" +1491687,3,8,5,4,8,14,0,6,6,17,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +2295741,-5,12,0,663,1103,1503,107,381,775,1186,87,"No",40,0.72,0.8,20,"No","No","Yes","Yes","No","Yes" +1606992,42,2,0,0,0,0,1,4,5,5,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1934685,42,4,0,0,0,0,4,5,17,23,1,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1944585,31,8,0,0,0,0,2,10,31,44,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1985191,6,9,0,25,50,73,6,18,44,74,0,"No",2,0.43,0.45,0,"No","No","No","Yes","No","No" +1684147,14,9,0,0,0,0,2,3,5,6,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2175029,-4,8,6,172,274,362,27,113,233,353,30,"No",0,0.19,0.5,5,"No","No","No","Yes","No","Yes" +1562218,4,2,0,2,4,8,0,7,11,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3144399,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1784429,12,8,0,0,6,12,0,2,10,20,0,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +1943286,2,3,0,0,2,3,0,1,2,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2878478,21,2,0,0,0,0,0,1,1,1,0,"No",0,0,0.01,0,"Yes","No","Yes","Yes","No","No" +2268825,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3047446,126,8,21,216,444,672,43,181,437,615,61,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2824379,19,12,0,0,0,0,1,6,12,15,10,"No",0,0.21,0.26,0,"No","No","No","Yes","No","No" +2872519,19,4,0,0,12,24,12,23,38,62,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1718114,4,8,0,15,23,31,6,13,18,33,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1682399,4,2,0,2,6,10,2,13,20,23,1,"No",0,0.88,0.81,0,"No","No","No","Yes","No","Yes" +2097316,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1736765,20,52,0,0,450,450,5,21,36,53,5,"No",0,0.07,0.2,0,"No","No","No","No","No","No" +1226911,18,12,0,0,0,0,0,0,0,0,1,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1462731,82,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1594897,682,52,19,0,0,0,23,61,111,146,53,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1263452,10,9,0,0,0,3,0,3,4,12,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1257166,203,8,0,122,205,269,20,81,130,299,83,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1117011,1,8,0,2,4,6,0,2,3,4,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1458255,0,2,0,25,25,25,0,0,0,0,1,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","Yes" +1703312,8,12,0,7,14,14,3,12,18,27,8,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2008278,-141,NA,0,0,0,0,941,2270,2274,2274,844,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1690268,0,8,0,12,27,33,3,13,19,27,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1244628,32,8,30,0,0,0,0,0,26,26,1,"No",0,1,0.96,0,"Yes","No","No","No","No","No" +1447191,40,2,0,51,153,204,34,103,216,321,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2153884,0,8,0,6,6,6,0,1,4,9,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +1537779,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2075907,5,8,0,0,0,0,0,2,3,3,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1928458,207,3,0,0,0,0,6,18,56,74,4,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +1711394,129,8,0,0,0,0,0,6,9,14,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1481516,2,2,2,2,4,7,2,5,7,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1929441,34,8,1,192,336,480,28,98,255,375,48,"No",0,0.45,0.45,5,"No","No","Yes","Yes","No","No" +1589277,128,12,0,62,137,137,9,44,113,167,43,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1154725,105,8,27,53,174,315,32,126,322,440,97,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2244773,36,15,0,0,0,8,0,26,32,34,6,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1623774,42,NA,0,0,0,0,5,11,19,24,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2052838,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1717172,3,2,0,2,6,10,2,4,6,8,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1738409,91,2,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1610305,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1382610,6,9,0,7,13,17,2,5,7,10,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1117172,4614,8,0,0,2000,4000,694,2553,5514,8346,973,"No",0,0.78,0.73,0,"No","No","No","Yes","No","No" +1389888,3,8,3,0,0,0,0,2,3,4,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3273942,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1650694,195,NA,0,0,0,0,3,5,10,18,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1489725,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3232499,3,2,0,6,10,14,2,9,12,13,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" 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+1259270,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1458648,76,9,20,240,330,530,105,150,270,348,86,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +2051730,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1586789,51,8,3,0,0,0,2,6,10,18,0,"No",0,0.78,0.69,0,"No","No","No","Yes","No","No" +3112507,19,2,0,0,0,0,2,3,3,5,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2122263,155,8,0,0,0,0,6,21,40,91,15,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2073398,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1916098,215,8,72,39,129,219,30,106,232,396,47,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +1729998,13,8,1,9,27,27,6,15,33,52,18,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2236039,8,8,0,0,3,9,0,6,13,16,3,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1858486,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1849497,5,2,0,0,24,24,2,4,7,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1687773,12,2,0,10,10,10,0,0,0,0,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +1766029,440,8,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +3174619,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2991274,3905,52,0,0,0,0,5,36,63,99,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1914201,2,2,0,12,24,24,3,12,16,27,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1712304,0,2,0,111,111,111,1,3,5,15,22,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1377482,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1329950,111,8,0,0,0,0,1,11,30,43,3,"No",0,0,0.09,0,"No","No","No","Yes","No","No" +1246299,71,8,3,35,140,210,20,71,154,259,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1547176,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1242529,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +2202800,18,2,0,38,76,114,12,40,62,89,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2054021,90,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1193249,3,2,0,20,40,60,6,20,29,32,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2253020,4,9,1,0,0,2,0,1,3,6,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2212369,7,2,0,6,6,6,0,1,1,1,0,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +3126863,142,52,0,0,0,0,0,1,1,2,2,"No",0,0.95,0.95,0,"Yes","No","No","No","No","No" +2908496,15,2,0,0,0,0,0,0,0,4,0,"No",0,0.46,0.25,0,"Yes","No","No","Yes","No","No" +1846174,248,8,9,396,792,1188,124,443,875,1277,128,"No",36,0.86,0.88,0,"No","No","No","Yes","No","No" +3268285,16,2,0,20,20,40,3,7,60,69,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2991972,169,NA,69,0,0,0,41,134,310,600,50,"No",0,-99,-99,0,"No","No","No","No","No","No" +1547647,0,8,0,26,39,39,6,10,21,31,2,"No",0,0.65,0.75,0,"No","No","No","Yes","No","Yes" +3273877,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1681870,0,8,0,103,145,159,0,0,0,0,13,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +3239651,9,2,0,0,0,0,0,0,1,2,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1237474,30,8,0,0,25,50,4,11,23,41,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1941262,7,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +2022274,0,9,0,3,5,7,2,4,6,6,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","Yes" +2856004,96,8,20,60,132,200,39,102,209,299,120,"No",0,0.38,0.51,0,"No","No","No","Yes","No","No" +1651364,127,8,103,220,430,600,69,234,424,590,68,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3232682,0,4,5,4,4,4,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2253119,9,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2168797,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2213380,198,8,220,350,817,1208,93,347,755,1268,79,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1354406,0,2,0,35,35,35,0,0,1,1,2,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +2239493,422,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1718012,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","Yes" +3173747,5,9,0,0,0,0,1,1,2,3,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1534950,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1137942,68,8,0,0,0,6,3,13,34,65,6,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +3220274,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1784798,-7,8,0,76,95,95,2,38,79,119,11,"No",0,0.74,0.74,7,"No","No","No","Yes","No","Yes" +3028465,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2150377,0,2,0,21,37,56,4,13,39,62,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2055052,92,8,0,0,0,0,2,3,5,8,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +1797520,190,15,1,0,0,0,25,63,86,149,22,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1614279,49,8,0,0,0,0,2,7,12,14,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1214653,5,0,0,0,0,0,0,2,2,2,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1355606,483,8,2,0,300,600,60,373,996,1242,57,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3050428,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2912373,58,3,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1798975,117,8,0,40,120,120,14,53,102,157,50,"No",0,1,1,0,"No","No","No","Yes","No","No" +1745642,57,8,6,40,81,121,15,35,67,111,28,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1172444,41,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2294103,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1120868,7,8,0,0,0,0,1,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +3284498,4,8,0,0,0,0,0,1,2,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2848885,62,8,18,12,36,72,12,40,71,105,13,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1448345,16,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +3058524,6680,NA,0,0,0,0,10,10,30,40,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1954831,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3222964,17,8,0,0,0,0,0,1,1,2,1,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +3240182,223,2,0,0,0,0,1,1,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1538460,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2932088,3,2,0,6,6,12,0,3,5,5,0,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +3072317,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +3255372,33,2,0,0,0,0,3,7,7,7,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1812786,292,8,3,0,40,60,22,102,257,452,61,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1439951,19,8,0,0,0,6,2,7,11,23,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1636900,17,8,0,0,0,0,2,6,9,21,3,"No",0,0.61,0.49,0,"No","No","No","Yes","No","No" +1954025,6,NA,0,0,0,0,0,2,9,16,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2111899,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +2283670,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3132592,47,8,0,54,79,109,1,7,62,117,10,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +2080678,11,2,1,10,20,30,4,8,26,35,0,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +2951589,47,NA,0,0,0,0,1,2,6,7,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1508456,-42,8,35,152,254,356,107,164,248,359,15,"No",0,0.91,0.89,47,"No","No","Yes","Yes","No","Yes" +2835115,150,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1280511,2,12,0,3,5,5,1,4,4,4,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1627869,0,9,0,119,159,199,8,34,92,146,25,"No",0,0.91,0.77,5,"No","No","No","Yes","No","Yes" +2132187,0,2,0,20,20,20,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","Yes" +1209303,10180,8,2790,5000,12500,22500,2777,8328,16393,26155,2517,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1429281,43,8,0,0,0,0,3,4,6,81,0,"No",0,0.12,0.38,0,"No","No","No","Yes","No","No" +1957416,33,2,0,24,48,60,10,40,70,130,12,"No",0,0.68,0.82,0,"No","No","No","Yes","No","No" +1724661,1,8,0,10,10,20,1,6,12,13,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2831178,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1220346,0,12,0,8,12,20,1,5,10,14,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +3196488,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.28,0.13,0,"No","No","No","Yes","No","No" +2186000,42,8,0,0,0,0,6,11,14,20,2,"No",0,1,0.91,0,"Yes","No","No","Yes","No","No" +1321498,57,8,0,0,0,0,0,1,7,10,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +3189165,35,9,0,0,0,0,0,1,4,5,2,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3086068,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.8,0,"Yes","No","Yes","Yes","No","No" +1522948,24,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1672492,14,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1129870,3817,8,155,2400,4800,6400,865,2621,4282,6128,1303,"No",0,-99,0.99,0,"No","No","No","Yes","No","No" +3074108,1,8,3,0,0,0,0,1,3,4,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3007307,407,4,4,240,360,360,104,250,429,718,366,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3018541,1,12,0,0,0,0,0,0,0,0,14,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1212851,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.75,0,"No","No","Yes","No","Yes","No" +3089987,37,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1457087,10,8,17,11,32,56,6,19,35,46,3,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1409434,5,8,0,2,3,7,0,7,9,21,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1582717,10,8,0,6,12,18,0,3,16,21,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2098115,1,8,0,15,27,37,5,16,23,35,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2034022,184,2,106,176,308,440,72,292,479,647,58,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1439062,22,2,0,5,5,10,1,1,4,8,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2839018,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2984075,31,8,0,0,0,0,0,0,1,2,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3277271,0,3,0,7,8,8,0,0,0,0,1,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +3111145,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" 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+1372801,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2224693,45,2,0,0,0,0,1,1,2,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1484237,387,8,0,0,0,0,0,0,113,113,0,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +3034861,1,9,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1470671,4,8,0,0,0,1,0,0,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1291347,8,2,0,0,0,0,0,0,3,3,0,"No",0,0.35,0.3,0,"Yes","No","No","Yes","No","No" +3065207,62,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1159851,510,8,0,0,0,0,13,26,54,77,11,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1360713,0,8,7,12,12,12,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","Yes" +1923076,0,8,0,60,60,60,11,33,53,54,10,"No",0,0.45,0.38,0,"Yes","No","No","Yes","No","Yes" +1632968,7,4,0,0,0,12,1,3,4,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1444827,2,9,0,1,1,1,0,0,1,2,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1961351,104,8,5,50,50,100,15,42,90,154,34,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2182413,7,4,0,4,7,9,0,4,8,12,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1162621,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1444261,552,52,0,0,300,300,0,11,41,68,31,"No",0,0.61,0.51,0,"Yes","No","No","No","No","No" +1429198,18,2,0,0,0,0,0,1,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1960211,19,8,41,174,330,504,62,156,315,471,12,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2033457,250,8,7,0,0,0,17,47,101,166,51,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2240058,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2920349,64,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1999298,865,8,432,1280,2240,3040,317,1454,2437,3480,931,"No",0,0.82,0.89,1,"No","No","No","Yes","No","No" +2099520,0,2,1,3,3,5,2,5,8,12,0,"No",0,0.94,0.81,0,"No","No","No","Yes","No","Yes" +1973588,30,4,0,0,0,0,0,1,1,1,0,"No",0,0.24,0.14,0,"Yes","No","Yes","Yes","No","No" +2826902,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1859192,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1966575,0,8,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2276500,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2853711,0,8,0,10,10,10,0,2,2,2,1,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +2226998,517,8,7,0,0,0,2,9,13,21,3,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +2022258,38,9,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1910861,2,2,0,0,1,2,0,0,1,4,2,"No",0,1,0.83,0,"No","No","Yes","Yes","No","No" +1603644,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2850866,70,8,0,0,0,0,0,0,2,2,0,"No",0,-99,1,0,"No","No","Yes","Yes","No","No" +3214862,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2929866,1111,10,11,0,0,0,30,107,264,456,33,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +3253351,15,8,3,23,41,65,7,17,40,67,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3185530,0,2,0,11,11,11,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1434280,4,8,0,4,7,8,1,1,2,5,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2285824,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1362221,24,9,0,44,66,88,27,82,180,308,27,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +1984511,384,2,193,340,1020,1360,128,369,732,1110,138,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1145817,28,2,0,60,60,60,6,21,32,38,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1727185,78,8,0,0,0,0,0,2,2,2,2,"No",0,0.89,0.93,0,"Yes","No","No","Yes","No","No" +3243194,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2116084,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1546420,120,2,0,108,288,432,25,83,156,200,44,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1733573,2550,2,0,0,1600,1600,223,712,1586,2660,451,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1216658,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1168667,461,0,0,0,0,0,0,2,3,5,1,"No",0,0,0,0,"No","No","No","No","No","No" +2068590,26,8,0,0,0,0,1,2,2,3,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2106381,0,8,0,16,32,40,5,13,21,31,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +1629696,6,8,0,0,0,0,1,1,1,2,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1826396,75,8,0,550,850,1150,75,282,468,807,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","Yes" +2107617,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2109324,2,12,0,12,16,20,5,13,19,29,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +1332367,435,6,136,1086,2170,3252,383,1234,2248,3285,232,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2972305,8,12,0,0,0,0,0,0,0,0,4,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1906024,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +2818331,278,8,107,96,192,288,64,175,347,506,81,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1688673,17,8,0,18,18,18,0,0,0,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2162360,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.73,0,"No","No","No","Yes","No","No" +3085520,9,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1506924,762,2,448,732,1752,2844,459,1113,1937,2727,319,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3260489,2526,8,1460,1800,3375,4725,664,1834,3506,5712,807,"No",0,1,0.89,0,"No","No","No","Yes","No","No" +2311440,3,2,0,0,0,0,0,3,6,7,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3116571,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1220882,2,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1385279,26,2,0,0,0,0,0,1,4,8,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2218347,101,8,51,32,88,128,14,53,118,197,84,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2024448,10,12,0,8,16,24,3,7,25,39,0,"No",8,0.78,0.78,0,"No","No","No","Yes","No","No" +1806800,3,2,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","Yes" +1899617,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2037286,2,8,0,7,9,11,1,5,7,7,2,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1131439,16,2,0,104,188,220,16,16,16,16,16,"No",0,0.92,0.75,1,"No","No","No","Yes","No","Yes" +2141848,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","Yes","Yes","No","No" +1299407,3,9,4,8,12,16,4,9,11,14,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2972495,19,2,0,4,20,36,4,14,48,72,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1798688,8,3,0,41,76,118,7,23,40,47,0,"No",13,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1377578,0,2,0,200,200,200,0,0,0,0,56,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +2161082,41,8,0,0,20,35,5,12,32,52,2,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2181088,0,9,0,3,4,6,0,2,3,3,0,"No",1,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3129958,8,9,0,0,0,0,0,0,0,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2179349,139,16,23,329,651,1049,94,312,614,870,67,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2125397,1640,8,0,0,0,0,11,33,63,104,8,"No",0,0.11,0.08,0,"No","No","No","Yes","No","No" +1601471,7,12,0,1,4,8,0,0,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1838607,3,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1840608,63,12,0,0,0,0,1,2,5,9,0,"No",0,0,0.01,0,"No","No","Yes","Yes","No","No" +2929022,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +1475870,-1,12,7,42,63,91,8,28,45,56,10,"No",0,0.78,0.78,1,"No","No","Yes","Yes","No","Yes" +3241467,10740,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1281534,17,2,0,17,43,67,3,3,3,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1189743,254,2,300,300,300,300,16,63,156,230,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1466009,31,9,0,30,46,46,17,37,63,94,6,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3122763,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1736277,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +1819786,8,2,0,0,0,0,0,2,2,2,0,"No",0,0.82,0.91,0,"Yes","No","No","Yes","No","No" +1153006,1504,8,12,0,0,1080,144,530,1190,1890,175,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1392340,-1,9,0,37,59,84,5,28,59,81,22,"No",3,0.52,0.41,2,"Yes","No","Yes","Yes","No","Yes" +2813339,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1827655,79,4,0,0,0,0,2,5,11,22,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2153064,178,8,21,150,300,300,40,134,261,388,115,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1386065,9,12,30,7,29,51,5,15,54,78,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2133425,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1562644,50,8,3,66,121,154,18,55,87,182,18,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1665306,34,3,35,145,265,415,19,50,51,51,51,"No",0,0.43,0.46,1,"Yes","No","No","Yes","No","No" +3091826,139,8,109,324,378,513,32,385,494,668,135,"No",0,0.87,0.71,1,"No","No","No","Yes","No","No" +2282359,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1817022,7,8,0,0,0,0,0,1,1,1,0,"No",0,0.37,0.54,0,"Yes","No","No","Yes","No","No" +1167093,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2183931,25,4,54,157,309,449,102,270,346,346,47,"No",0,0.79,0.87,5,"No","No","Yes","Yes","No","No" +2243869,105,2,0,0,0,20,7,31,57,90,0,"No",0,0.22,0.17,0,"Yes","No","No","Yes","No","No" +1149422,6,8,0,30,40,40,2,6,13,28,0,"No",2,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1459573,7,9,0,0,0,0,1,1,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1432456,2,2,0,2,5,7,1,3,6,7,0,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +1474273,5,12,0,13,24,34,2,12,17,17,4,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +2119769,4441,NA,26,0,0,0,61,236,492,790,76,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1351785,2,13,0,5,15,25,2,5,11,16,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1462997,2,12,0,21,21,27,4,13,35,47,1,"Yes",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +3079504,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2198839,0,2,0,10,10,10,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1541778,19,2,0,48,48,48,17,29,29,29,8,"No",0,0.35,0.27,0,"Yes","No","No","Yes","No","Yes" +1868975,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1715186,0,2,96,48,192,192,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1167752,8,8,0,17,17,27,3,7,16,26,0,"No",0,0.8,0.88,0,"No","No","No","Yes","No","No" +3150671,15,12,0,0,0,0,0,4,4,4,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2307309,32372,8,8928,384,14208,28032,3512,14008,29379,45494,3044,"No",384,0.55,0.75,0,"No","No","No","Yes","No","No" +1358129,18,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"No","No","Yes","Yes","No","No" +1875545,84,2,0,0,0,0,0,0,0,6,1,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +1174951,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1356224,3,9,1,2,4,6,0,2,5,5,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2099547,19,8,20,181,317,454,60,173,305,439,35,"No",4,0.65,0.69,2,"No","No","No","Yes","No","Yes" +3255494,4,5,0,0,1,3,0,0,4,6,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3065598,-1,8,0,19,31,44,6,17,25,44,4,"No",0,0.96,0.96,1,"No","No","No","Yes","No","Yes" +3199951,2,16,4,4,4,4,0,0,4,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1117859,42,9,0,0,48,96,7,29,46,91,14,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2854396,3214,12,427,589,589,1783,391,2673,6153,9620,275,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1574080,0,8,0,4,5,6,1,2,2,3,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2162928,11,2,0,0,0,0,0,0,2,2,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1925459,0,15,0,7,10,20,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1419349,441,NA,0,0,0,0,4,10,40,68,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3274659,395,2,0,0,350,525,27,239,600,766,64,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1778827,558,8,0,208,408,608,92,201,572,977,171,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1638768,6,9,0,5,5,15,2,14,28,37,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2152755,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1223546,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1488535,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1393796,6,8,0,0,2,4,1,2,6,8,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1274733,0,8,0,3,4,5,1,3,4,4,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1515306,13,8,0,0,0,0,0,3,7,10,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2038819,7,8,0,0,0,0,2,3,6,6,1,"No",0,0.91,0.79,0,"No","No","No","Yes","No","No" +1914804,0,12,0,2,4,5,0,1,2,3,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3263629,7,8,0,0,1,4,0,3,7,9,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3219553,40,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1677945,90,2,72,160,352,480,52,164,349,574,48,"No",0,0.58,0.57,1,"No","No","No","Yes","No","No" +2303890,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3267262,1000,8,0,0,0,0,0,0,0,0,1,"No",0,0.12,0.12,0,"No","No","No","Yes","No","No" +3062951,0,2,0,13,13,13,0,3,4,4,17,"No",0,0.58,0.45,0,"No","No","No","Yes","No","Yes" +2848042,4,9,0,4,8,16,5,10,22,26,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1411097,6,3,0,19,34,55,8,27,53,66,0,"No",4,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2822690,106,8,9,3,40,115,72,240,433,519,14,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2050319,350,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.89,0,"No","No","No","No","No","No" +1873803,1065,3,0,0,0,0,0,1,1,2,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1499973,19,9,0,11,11,11,0,5,14,22,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2070337,10,3,0,0,0,0,1,2,4,8,1,"No",0,0.75,0.64,0,"Yes","No","No","Yes","No","No" +2877421,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2819957,22,8,1,0,0,3,5,13,34,51,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1426548,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.83,0,"No","No","No","Yes","No","Yes" +1482203,20,2,0,0,0,0,1,4,5,8,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1924852,18,8,18,39,70,106,14,55,86,131,21,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2268875,10,4,0,0,5,5,0,0,11,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2115216,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1166364,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3082643,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +3138223,74,2,0,0,0,0,9,10,10,11,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1596725,103,8,0,15,15,51,9,27,105,157,20,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2265390,1,8,0,0,0,0,0,1,1,3,0,"No",0,0.52,0.63,0,"Yes","No","Yes","Yes","No","No" +2099291,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2892075,4551,2,40,0,0,0,39,207,396,558,128,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1964743,23,8,0,0,0,4,2,5,23,28,22,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +2147573,48,2,0,0,30,30,5,9,13,13,2,"No",0,0.87,0.42,0,"Yes","No","No","Yes","No","No" +1475341,137,4,0,0,0,0,0,2,2,3,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1878346,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1411476,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1359203,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1658009,54,12,2,0,7,21,0,6,14,35,3,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1854538,188,8,3,234,414,630,62,190,412,693,96,"No",18,0.86,0.88,0,"No","No","No","Yes","No","No" +1160931,37,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2146087,15,8,1,12,24,40,4,10,25,53,0,"No",4,0.7,0.71,0,"No","No","No","Yes","No","No" +1743706,-12,12,4,480,720,960,405,642,859,1086,60,"No",0,0.98,0.97,21,"No","No","No","Yes","No","Yes" +1975101,457,8,0,225,675,1125,113,311,692,1061,119,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1917763,985,8,153,360,720,1080,168,478,993,1479,271,"No",0,0.91,0.79,0,"No","No","Yes","Yes","No","No" +3093223,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1295094,12,2,0,0,0,0,0,0,0,0,0,"No",0,-99,1,0,"Yes","No","No","Yes","No","No" +1886790,14,8,0,0,0,0,3,7,25,45,5,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +3133966,46,8,0,0,0,0,1,2,3,5,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1851460,3,2,0,0,0,0,0,2,2,2,1,"No",0,0.2,0.35,0,"Yes","No","No","Yes","No","No" +1359062,59,9,0,0,0,0,0,4,5,5,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1326717,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.91,0,"Yes","No","No","Yes","No","No" +1339879,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3190367,125,8,0,0,0,0,12,22,78,91,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1994174,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1824714,3,4,0,15,15,30,4,7,10,14,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1475687,27,8,0,0,0,0,0,1,9,11,1,"No",0,0.93,0.95,0,"No","No","Yes","Yes","No","No" +1769001,2,2,0,6,10,10,0,13,15,16,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","No" +3246497,3,8,0,1,2,4,3,3,8,14,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1778345,0,2,0,130,130,130,0,0,1,1,0,"No",0,0.99,0.86,0,"Yes","No","No","No","No","Yes" +3036997,4,6,0,6,12,17,2,8,13,22,2,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1305575,13,12,0,16,28,40,8,25,25,33,0,"No",0,0.37,0.5,0,"No","No","No","No","No","Yes" +3183337,742,8,0,0,0,0,3,3,4,10,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1642645,19,2,0,0,0,0,1,5,5,5,1,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +2094474,37,8,0,0,0,0,1,2,7,12,1,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1480015,3,8,0,36,55,55,5,9,14,30,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1984367,288,NA,0,0,0,0,1,5,13,17,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2131385,45,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1122579,130,2,3,0,60,120,18,62,111,172,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2915032,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1637349,70,4,0,0,0,0,0,2,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2866070,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1191481,8,12,0,8,16,24,2,6,16,23,5,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +2232708,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2843812,15,4,6,42,75,105,12,34,53,72,0,"No",7,0.73,0.78,0,"No","No","No","Yes","No","No" +1384760,21,8,0,0,0,0,0,0,0,2,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","No" +2129669,3,12,0,24,56,88,6,22,49,71,9,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +3221184,71,8,5,48,127,189,19,69,149,246,36,"No",0,0.64,0.48,1,"No","No","No","Yes","No","No" +1916665,18,8,0,0,5,5,0,4,7,11,7,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2282633,21,8,0,23,47,75,4,13,44,73,0,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +1198754,3,8,0,0,6,6,0,3,3,4,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","Yes" +1716686,61,2,0,0,0,0,5,15,32,34,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1570280,50,2,247,0,0,0,2,4,13,20,1,"No",0,0.5,0.25,0,"No","No","No","Yes","No","No" +1945710,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1192462,7,8,0,0,0,0,1,2,3,5,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1814547,36,12,4,51,95,131,14,46,87,159,13,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" 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+1218902,250,NA,0,0,0,0,0,0,40,40,147,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2021401,0,8,0,200,200,200,0,0,0,0,1,"Yes",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2086816,0,8,0,43,43,65,8,23,58,82,5,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +1219101,13,9,0,0,0,0,2,2,8,9,0,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +2199286,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1853231,14,4,0,0,10,22,1,2,8,18,1,"No",0,0.88,0.78,0,"No","No","No","Yes","No","Yes" +1120053,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1745165,15,2,0,17,34,51,3,22,50,66,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2225553,23,4,0,0,23,46,4,12,19,28,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2265509,105,8,18,141,195,249,37,107,193,251,41,"No",0,1,1,0,"No","No","No","Yes","No","No" +2276316,3,2,1,1,1,1,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1962646,15,8,0,112,112,224,14,39,72,143,29,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","Yes" +1762657,2,3,3,0,0,0,0,0,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1907960,194,8,0,0,0,0,6,16,27,61,6,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +1455075,0,8,0,5,13,21,0,1,10,17,4,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2910791,81,8,3,100,200,325,25,100,219,352,34,"No",0,0.76,0.58,0,"No","No","No","Yes","No","No" +2140510,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1779518,21,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1748909,-89,8,0,1240,2032,3400,310,1134,2219,2961,213,"No",0,0.68,0.69,93,"No","No","No","Yes","No","Yes" +1898894,0,2,0,368,574,574,0,0,0,0,55,"No",0,0.76,0.72,0,"No","No","No","Yes","No","Yes" +1442739,5,3,24,12,48,60,0,14,25,53,3,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1386869,3,2,0,23,23,23,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2954464,16,9,0,0,2,8,1,2,3,3,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1875454,37,9,0,0,0,0,5,11,17,23,1,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1530637,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3234631,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1396756,11,8,0,0,6,14,10,26,41,63,17,"No",0,0.45,0.57,0,"No","No","No","Yes","No","Yes" +2917370,16,16,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.29,0,"No","No","No","Yes","No","No" +2149003,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +2998001,629,15,6,329,329,439,70,267,599,1011,97,"No",0,0.39,0.42,0,"No","No","Yes","Yes","No","No" +1578958,5,2,0,8,16,24,3,8,28,45,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2155919,143,12,9,81,156,206,21,64,139,236,57,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +2186079,0,2,0,1,2,3,1,3,3,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2061495,80,14,0,0,0,0,0,0,0,5,5,"No",0,0,0.1,0,"Yes","No","No","Yes","No","No" +2233984,21,8,0,0,0,0,0,5,7,19,13,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2150053,2,4,0,0,0,0,0,0,0,0,1,"No",0,1,0.91,0,"Yes","No","No","Yes","No","No" +1518888,0,4,6,0,1,2,2,8,17,27,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","Yes" +2910803,93,8,15,200,200,400,37,108,180,247,42,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2941850,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","No","Yes","No","No" +2161286,8,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +3052810,4,9,0,0,8,8,3,4,6,6,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2207832,2,8,0,48,72,72,8,19,32,54,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2313033,79,2,3,30,80,130,8,35,136,224,19,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2079900,7,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3165389,14,8,5,0,15,30,5,15,35,52,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3069323,41,2,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.65,0,"Yes","No","No","Yes","No","No" +2140712,4,9,0,0,0,0,0,0,0,1,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1525879,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"Yes","No","Yes","Yes","No","No" +3203044,688,52,0,0,0,0,6,15,24,41,9,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2045925,11,4,0,15,40,55,9,24,73,94,10,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +2090335,0,8,0,12,22,29,2,9,17,22,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1950266,1,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3029892,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1766022,2,2,0,2,4,6,1,3,6,6,2,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2270808,126,8,25,194,354,494,67,187,349,509,64,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +1821112,3,2,0,6,12,18,2,5,9,15,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3283679,315,8,0,0,0,0,0,1,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1188389,633,2,32,600,1200,1800,229,609,1177,1670,242,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3083207,56,8,0,0,0,0,0,0,2,4,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +2997140,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +3119871,293,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +2274699,16,8,0,0,0,0,2,5,8,14,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1382113,326,8,107,104,312,312,61,203,390,613,65,"No",0,0.84,0.84,0,"No","No","No","Yes","No","No" +2184556,985,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1665858,6,3,0,0,2,4,1,2,16,20,1,"No",0,0.54,0.7,0,"No","No","No","Yes","No","No" +1370799,2,9,0,2,3,5,0,2,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2311488,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1331229,0,8,0,26,26,39,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1844181,61,2,0,734,1251,1882,115,117,117,117,67,"No",80,0.67,0.69,1,"No","No","No","Yes","No","Yes" +1262581,1,2,0,1,2,3,0,2,2,3,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1964960,14,NA,0,0,0,0,0,0,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1740391,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1942759,219,8,28,0,100,200,40,97,196,306,75,"No",0,0.88,0.88,0,"No","No","No","Yes","No","No" +1153206,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1866073,2,16,0,54,61,75,11,35,65,86,15,"No",0,0.99,0.99,1,"No","No","No","Yes","No","Yes" +2041486,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1748770,53,8,0,0,0,0,6,11,20,31,0,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +1954476,0,2,0,16,32,48,6,15,28,50,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","Yes" +2895356,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +1537020,1,2,0,30,30,70,5,7,16,29,5,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1470902,1,3,1,0,2,3,0,2,2,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1355442,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1714584,45,NA,0,0,0,0,2,15,40,70,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +2854679,8,2,0,0,25,25,0,0,0,0,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1964701,0,2,0,17,97,97,0,0,0,0,2,"No",0,0.75,0.72,0,"Yes","No","No","Yes","No","No" +1815001,1,9,0,1,2,3,1,1,1,2,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1550057,0,2,0,12,19,26,3,7,13,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1285251,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1266799,27,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2899583,13,8,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3182723,0,8,0,5,11,14,8,9,13,16,2,"No",0,0.91,0.72,0,"No","No","No","Yes","No","Yes" +2050531,26,8,0,0,0,0,0,1,1,1,2,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1873459,29,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3065823,4,4,0,0,0,0,0,0,3,5,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1791214,27,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1237472,305,8,0,235,470,705,79,199,388,593,105,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1735612,3,2,0,20,20,20,0,0,0,0,0,"No",0,0.99,0.93,0,"Yes","No","No","Yes","No","No" +2951808,46,8,166,182,362,535,67,238,431,666,48,"No",31,0.78,0.75,0,"No","No","No","Yes","No","No" +1187150,1,8,0,3,5,7,0,2,4,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3225175,1090,8,3,0,0,0,35,87,205,312,157,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3128042,18,8,0,0,0,0,1,3,7,9,7,"No",0,0,0,0,"No","No","No","Yes","No","No" +1188142,30,2,0,0,0,0,0,2,2,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3246242,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3209639,30,2,0,45,90,180,21,55,110,149,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2086749,3,2,0,1,1,1,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1533476,1,4,0,6,9,12,4,5,12,13,4,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1261680,97,8,0,55,55,55,0,1,1,1,0,"No",0,0.79,0.91,0,"No","No","No","Yes","No","No" +1846791,7,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1415004,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1145574,37,NA,0,0,0,0,0,0,4,6,3,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1258652,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3070677,2753,52,9,0,0,0,20,61,131,220,38,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" 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+1604433,5,8,0,10,10,10,4,6,18,24,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +1878922,1460,12,0,0,0,0,1,7,20,33,0,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +1562494,26,8,0,0,0,0,0,6,15,31,2,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2831459,30,8,30,60,60,60,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1216152,218,8,0,1750,1750,1750,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1840445,0,2,0,20,26,26,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +2194441,28,10,0,27,63,99,1,26,56,91,23,"No",0,0.65,0.69,0,"No","No","No","Yes","No","No" +1809376,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1137626,6,4,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3199243,18,8,0,0,0,0,0,0,8,12,4,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1544505,56,8,32,60,120,180,60,145,278,445,42,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1206872,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","Yes" +1956798,3,2,0,3,6,6,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1843337,-1,8,0,41,76,116,4,22,58,88,0,"No",0,0.17,0.33,1,"No","No","No","Yes","No","Yes" +1135393,37,8,0,0,0,0,0,0,1,1,2,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1880919,8,NA,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +3271573,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1358968,58,8,0,0,0,0,3,18,41,60,27,"No",0,1,1,0,"No","No","No","Yes","No","No" +3091025,43,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2845259,325,8,0,0,0,0,0,0,4,5,1,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1205456,39,4,0,0,0,0,3,6,12,21,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +3231445,2,10,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3189110,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1221749,10,3,0,0,0,0,0,2,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1393531,3,8,0,24,24,24,2,16,28,40,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1117616,34,8,0,24,48,72,4,23,37,54,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1850607,916,8,0,0,0,0,35,91,187,249,77,"No",0,0.75,0.51,0,"No","No","No","Yes","No","No" +2850423,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3211105,288,2,0,0,0,0,4,14,43,63,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1340704,24,8,0,0,0,0,2,3,13,28,3,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +1480040,20,2,3,432,648,864,88,237,447,687,119,"No",72,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1820646,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +3121934,6,8,0,0,2,4,1,4,8,8,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2043487,106,8,3,80,80,160,20,63,144,235,38,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +1375266,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1951355,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1525451,11,13,1,0,25,25,3,9,17,23,4,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1772662,0,2,0,4,24,24,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1238658,92,12,0,0,0,0,2,3,4,9,2,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1790332,73,6,0,0,0,0,0,1,7,12,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1643575,0,8,0,1,2,2,1,1,2,2,1,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +1158112,59,2,0,1000,1000,1000,25,25,25,25,32,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1505018,0,8,0,10,10,10,0,2,2,2,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1183338,635,8,0,0,0,0,7,35,108,157,58,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1727541,8,9,3,9,15,21,1,8,13,20,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1920306,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1112269,10,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1694794,6,2,0,0,0,0,0,0,2,2,0,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +1762715,45,8,0,0,22,22,10,20,38,74,15,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1571622,2,8,0,1,1,1,1,2,3,4,1,"No",0,0.6,0.77,0,"No","No","No","Yes","No","Yes" +1880562,0,2,0,538,826,826,0,3,4,4,33,"No",0,0,0.14,0,"No","No","No","Yes","No","Yes" +2085007,16,12,1,11,35,62,1,14,32,41,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1777288,10,8,12,12,12,12,2,13,22,24,0,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1203915,59,8,0,0,0,0,4,7,11,16,1,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +2249718,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1309944,0,9,0,1,2,3,0,1,1,1,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1512045,0,12,0,42,42,42,0,2,3,3,0,"No",0,0,0,1,"No","No","Yes","Yes","No","Yes" +2201251,6,8,0,9,9,23,3,10,20,31,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1341219,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3016420,20,8,3,0,0,0,2,6,17,23,9,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1460678,88,8,0,1385,1385,1723,21,806,1021,1645,323,"No",209,0.49,0.5,0,"No","No","No","Yes","No","Yes" +3136776,26,12,0,1000,1400,1800,168,742110,742750,743215,96,"No",0,0.94,0.87,4,"No","No","No","Yes","No","No" +2824843,12,2,0,0,0,0,0,2,5,7,0,"No",0,0.76,0.86,0,"Yes","No","No","Yes","No","No" +2080479,10,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1225986,1,8,0,3,5,7,0,2,4,5,3,"No",0,0.82,0.68,0,"No","No","No","Yes","No","Yes" +3099005,32,9,0,0,0,0,0,2,3,4,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +1184733,20,8,1,0,0,0,1,6,10,22,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1501456,5,11,0,5,10,10,0,3,8,10,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1222975,138,8,0,0,0,0,1,1,1,1,3,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1145363,1832,9,0,0,0,0,9,14,33,55,0,"No",0,0.85,0.83,0,"Yes","No","No","No","No","No" +1192330,27,52,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","No","No","No" +1772433,2,8,0,9,27,36,4,13,15,21,1,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +3028977,2956,12,380,0,0,0,2,32,44,44,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1692741,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3023256,13,4,0,0,0,0,1,1,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3064362,1,12,0,3,4,6,0,2,4,4,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1531396,3,2,0,4,7,10,0,3,5,5,2,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1586924,132,8,0,163,163,163,0,7,13,14,64,"No",0,0.13,0.09,0,"Yes","No","Yes","No","No","No" +1969275,4,NA,0,0,0,0,2,5,9,9,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +3018888,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2275637,42,2,0,0,0,0,1,3,6,8,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2978751,0,8,0,3,5,6,1,2,2,4,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","Yes" +3277150,0,8,0,3,3,3,0,0,4,4,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +3269507,4,2,0,18,35,53,5,20,44,58,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1270278,0,4,0,4,7,8,0,1,2,2,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","Yes" +1461568,10,2,0,0,0,0,2,2,2,2,0,"No",0,0.96,0.96,0,"Yes","No","Yes","Yes","No","Yes" +2239999,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.79,0,"Yes","No","No","Yes","No","No" +2249560,16,2,0,49,105,154,26,66,95,126,7,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1923513,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1597168,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.81,0,"No","No","Yes","Yes","No","No" +2101930,15,8,0,0,0,0,0,1,1,2,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1918939,441,2,175,350,1050,1750,175,639,1376,1776,224,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2078454,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.48,0,"No","No","No","Yes","No","No" +1715742,27992,8,180,855,20235,35340,2768,10363,23699,43275,3619,"No",0,0.98,0.99,180,"No","No","No","Yes","No","Yes" +3047642,9,2,5,0,0,0,1,1,1,1,1,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +2859090,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3083258,96,8,0,0,0,0,0,2,4,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1799198,56,8,0,0,0,0,0,5,5,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2018024,53,8,0,34,67,111,11,41,76,113,48,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +2901664,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1164037,0,8,0,7,12,15,4,7,23,28,1,"No",0,0.07,0.33,0,"No","No","No","Yes","No","Yes" +1514731,22,8,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1897380,4,9,0,5,10,15,6,11,17,21,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1578969,0,2,0,24,34,41,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1430606,54,2,40,50,140,230,31,41,145,145,11,"No",0,0.99,0.93,0,"Yes","No","No","Yes","No","No" +2309012,26,8,0,0,0,0,3,6,10,12,2,"No",0,0.78,0.86,0,"No","No","Yes","Yes","No","No" +3254615,1,4,0,1,1,2,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1178815,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2966493,58,17,0,0,0,0,1,6,15,24,2,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +2000240,2,8,0,0,0,0,0,0,0,3,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +1798332,28,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1751034,9,10,0,4,4,6,1,2,5,11,6,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1587805,0,10,0,2,3,5,2,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3170901,11,2,3,69,110,174,28,93,173,291,24,"No",0,0.88,0.8,0,"No","No","No","Yes","No","No" +1342721,10,8,0,17,37,53,10,27,47,74,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2827316,4,8,0,2,4,7,2,4,4,8,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2165259,370,12,0,0,0,0,2,2,4,6,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3189270,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1921489,3,8,0,1,2,3,0,1,3,5,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1393803,3,8,0,0,0,1,0,1,2,2,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","Yes" +2087272,55,2,1,0,0,0,2,5,6,6,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1167096,0,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1451335,1,8,0,80,80,120,5,29,50,71,14,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1416268,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1289525,12,8,0,0,0,0,0,0,0,2,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +2159600,195,NA,0,0,0,0,0,5,5,8,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1200168,15,8,0,0,0,0,0,0,3,4,0,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +2246273,58,8,0,0,0,0,0,0,5,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1868553,6,2,0,12,15,15,1,1,1,1,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2034374,608,NA,47,0,0,0,106,304,682,1061,172,"No",0,-99,-99,0,"No","No","No","No","No","No" +2947737,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1254707,71,8,2,52,108,150,13,43,93,159,17,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +2249776,172,8,188,0,164,311,69,189,358,514,46,"No",0,0.11,0.08,0,"No","No","No","Yes","No","No" +2032398,1,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2931127,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1410231,108,8,6,80,160,240,18,82,180,286,35,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1968434,30,2,0,0,0,0,0,0,10,10,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1715242,20,8,0,0,291,291,3,6,13,18,3,"No",0,0.77,0.62,0,"No","No","No","No","No","No" +3184413,66,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1949392,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3120067,87,2,0,0,0,50,6,28,51,74,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1320109,1,NA,0,0,0,0,1,2,4,13,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1854368,4171,16,1116,2856,5592,7464,944,3320,6752,10386,957,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3215974,82,8,9,84,168,224,37,102,207,314,44,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1375083,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1270775,2,2,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.82,0,"Yes","No","No","Yes","No","Yes" +2961840,5,2,0,6,6,6,0,0,0,0,0,"No",0,0.53,0.53,0,"Yes","No","No","Yes","No","No" +3236992,35,52,0,0,0,0,0,0,0,0,2,"No",0,0.22,0.21,0,"Yes","No","Yes","Yes","No","No" +1116736,113,8,43,211,420,610,80,186,376,587,45,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1396596,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1185456,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1458107,715,8,146,991,1387,2434,542,1932,3193,4353,317,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +3046682,33,10,0,0,40,40,0,19,37,54,4,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +2106415,116,2,81,300,520,700,181,271,271,271,92,"No",0,0.6,0.64,0,"No","No","No","Yes","No","Yes" +1128452,1341,8,0,0,0,0,62,176,446,643,118,"No",0,0.72,0.74,0,"No","No","No","Yes","No","No" +3181306,3967,8,960,5588,10388,15476,2092,5688,14440,22623,1004,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1915064,18,8,0,11,23,41,5,17,27,45,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2314449,287,4,0,221,661,991,12,548,977,1415,73,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3068560,4,2,0,1,2,2,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3277879,172,8,0,0,0,0,7,15,31,48,1,"No",0,0,0.04,0,"Yes","No","No","No","No","No" +2100840,0,2,0,13,13,13,0,4,4,4,17,"No",13,0.58,0.44,0,"Yes","No","No","Yes","No","Yes" +1831713,5,8,0,30,60,90,6,28,58,70,6,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1968926,1483,2,0,1000,2000,2000,202,693,1383,2049,191,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3042874,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1297470,17,NA,0,0,0,0,1,4,8,11,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1679442,8,8,0,0,0,0,0,0,0,1,1,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2268652,5,12,0,0,1,1,0,0,1,1,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1729638,7,12,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +1454134,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3217099,222,3,36,300,780,1230,95,337,832,1342,83,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2046866,93,NA,0,0,0,0,0,15,32,72,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +3061842,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1971922,29,2,0,0,0,0,0,1,1,1,0,"No",0,0.58,0.51,0,"No","No","No","Yes","No","No" +1403765,2,8,1,0,0,1,0,0,2,3,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1258992,7,2,0,0,0,0,1,1,5,8,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2209671,0,8,0,24,24,36,2,9,19,29,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2228925,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.21,0.36,0,"Yes","No","No","Yes","No","No" +1553233,2,8,0,16,28,46,6,11,29,41,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","Yes" +1952885,2,8,0,0,0,0,0,0,1,2,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +2118902,15,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2869294,908,2,3060,0,0,0,357,957,1281,1320,500,"No",0,0.88,0.63,0,"No","No","No","Yes","No","No" +2073771,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1633108,8,2,0,0,1,4,0,1,6,6,2,"No",0,1,0.66,0,"Yes","No","No","Yes","No","No" +2884263,144,9,74,45,108,192,21,73,154,252,25,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2040284,-16,8,0,793,1278,1768,152,504,1037,1547,167,"No",44,0.57,0.74,26,"No","No","Yes","Yes","No","Yes" +2247230,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","No" +1184310,83,8,20,418,670,922,89,275,537,828,138,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","Yes" +1984777,250,8,0,0,0,0,12,39,76,107,19,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3032249,0,8,0,0,0,0,0,0,5,10,2,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1631243,11,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1441341,7,8,0,0,0,0,0,1,2,3,1,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +2261337,7,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2176844,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1249585,2,8,0,8,20,24,7,15,26,41,0,"No",0,0.67,0.61,0,"No","No","No","Yes","No","Yes" +1947676,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +2896514,19,2,0,0,0,0,0,1,1,1,0,"No",0,0.88,0.63,0,"No","No","Yes","Yes","No","No" +1237890,21,0,0,0,0,0,1,1,1,2,1,"No",0,0,0,0,"No","No","No","No","No","No" +2008606,85,8,0,0,0,0,0,11,14,37,3,"No",0,-99,1,0,"No","No","No","Yes","No","No" +2308305,57,8,0,0,0,0,3,5,14,24,19,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1275167,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2260774,8,4,0,4,8,16,2,8,13,17,1,"No",0,0.34,0.68,0,"No","No","No","Yes","No","No" +1699920,143,52,0,0,0,0,4,13,20,34,11,"No",0,0.62,0.62,0,"Yes","No","Yes","Yes","No","No" +3098595,52,0,0,0,0,0,0,2,2,2,1,"No",0,0,0,0,"No","No","No","No","No","No" +1532769,0,4,0,4,6,6,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2819805,0,9,0,2,3,5,0,1,2,2,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1812259,0,2,0,5,8,9,0,0,0,0,0,"No",3,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +3083057,94,8,4,72,144,192,36,107,203,282,46,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1875069,57,8,0,0,0,100,2,17,29,53,2,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2967840,528,NA,0,0,0,0,11,38,84,126,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1814431,19,8,0,0,0,0,0,1,4,7,1,"No",0,1,0.41,0,"No","No","No","Yes","No","No" +3014235,112,8,0,0,0,0,7,24,46,64,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2804126,25,2,0,0,6,21,7,20,34,47,2,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3044414,5,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1236804,8,8,0,8,16,24,4,9,20,28,1,"No",0,0.81,0.89,0,"No","No","No","Yes","No","Yes" +1649134,1,8,0,2,4,5,0,2,2,4,2,"No",1,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2234853,28,8,20,0,0,0,1,10,27,34,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1921778,52,2,0,0,0,0,0,0,0,2,0,"No",0,0.56,0.47,0,"Yes","No","No","Yes","No","No" +3252241,7,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1301810,48,2,5,402,402,402,34,95,131,201,25,"No",0,0.71,0.72,2,"No","No","No","Yes","No","Yes" +1118462,15,8,0,0,12,20,3,11,21,30,0,"No",0,0.33,0.64,0,"No","No","No","Yes","No","No" +1898033,0,14,0,3,3,4,1,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3009107,0,8,3,3,5,8,0,6,8,10,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2803915,-3,8,0,16,16,17,2,5,12,16,9,"No",0,0.5,0.46,3,"No","No","No","Yes","No","No" +1706537,9,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1500782,134,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.88,0,"No","No","No","Yes","No","No" +1274034,12,8,0,24,54,87,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2278239,0,2,0,6,7,8,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +2811202,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1406511,8,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","No","No","No" +3267354,104,17,2,0,0,0,2,12,34,56,19,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3203728,435,8,15,0,0,100,41,154,244,357,30,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1983972,13,4,0,0,0,0,0,3,4,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1446283,105,8,0,300,300,300,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1243704,8,2,0,0,2,6,0,4,7,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1990682,3,4,0,1,3,6,1,1,4,7,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" 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+1707771,1,8,1,29,53,74,7,15,37,48,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2310114,36,8,0,52,52,104,4,24,39,63,10,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2247678,6,2,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +3247848,51,2,0,0,0,12,2,6,38,38,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1331619,265,2,0,0,0,0,0,2,2,7,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2183731,2,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +3183199,1,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1310467,1,3,0,36,48,72,28,51,104,117,2,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +1679979,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2979342,18,12,0,0,0,0,5,6,6,6,0,"No",0,0.73,0.7,0,"No","No","Yes","Yes","No","No" +2878969,18,12,4,12,28,44,6,20,49,76,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2090524,3,9,0,17,31,38,2,10,24,37,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","Yes" +3191472,619,8,0,0,0,0,41,109,224,351,44,"No",0,1,1,0,"No","No","No","Yes","No","No" +2215333,2,12,0,21,21,27,3,11,31,46,1,"No",0,0.46,0.38,0,"No","No","No","Yes","No","Yes" +1739473,40,12,0,0,0,0,0,1,7,13,4,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +3266111,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2313134,25,8,0,0,0,143,1,7,15,30,0,"No",0,0.12,0.1,0,"No","No","Yes","Yes","No","No" +3038932,23,4,0,0,0,0,2,6,11,21,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3275580,11,2,0,0,0,0,0,0,3,3,1,"No",0,0.47,0.44,0,"No","No","No","Yes","No","No" +2149238,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1507292,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.17,0.17,0,"No","No","No","Yes","No","No" +1444103,55,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2149065,62,8,13,64,144,225,13,86,170,277,21,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +3250723,28,8,0,0,0,0,1,1,1,2,2,"No",0,0.55,0.74,0,"No","No","Yes","Yes","No","No" +1698562,14,2,14,42,107,159,15,46,90,125,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1151646,0,2,0,4,6,6,0,2,5,7,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2174991,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +2102399,4,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1132498,4,8,0,0,0,1,0,0,0,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2892122,78,8,0,0,21,42,11,43,93,127,19,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1703846,0,2,0,28,49,52,0,0,0,0,1,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","Yes" +1986685,-1,9,0,11,11,13,2,22,24,30,3,"No",0,0.52,0.41,1,"No","No","No","Yes","No","Yes" +1898445,5,2,0,24,24,24,0,4,7,11,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1916954,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1901499,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1413810,51,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1412695,690,8,0,0,0,0,2,11,20,30,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2222398,7,8,1,15,15,15,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1124321,0,12,0,163,197,231,0,52,112,162,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +1989199,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1994888,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1151131,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +1116917,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2105665,3,9,0,1,2,4,0,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1124754,7,2,0,0,7,7,1,3,8,14,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1909574,1,8,0,0,0,0,1,1,1,1,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1605820,286,8,0,250,500,1000,80,567,975,1737,237,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1298273,1039,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +1308906,4,6,4,0,0,0,1,5,5,9,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +3082910,28,8,0,0,70,70,0,11,15,18,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2967539,0,2,0,23,33,43,0,0,0,0,2,"No",0,0.77,0.64,0,"No","No","No","Yes","No","Yes" +1207886,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3093346,4,4,0,0,0,1,0,1,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3251821,19,12,0,0,0,0,1,4,4,17,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1773496,20,2,0,0,0,0,0,1,3,4,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1902192,398,2,0,0,0,0,5,10,15,18,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3153385,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.63,0.55,0,"Yes","No","No","Yes","No","No" +1265258,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1964417,91,8,2,17,53,89,15,37,69,138,32,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +2079261,7,8,0,16,16,25,4,13,23,32,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +2199288,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1935561,22,8,0,36,73,110,11,28,48,93,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3170708,706,8,203,349,949,1549,136,472,1048,1573,97,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2298310,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1226975,-1,2,66,0,0,0,0,0,0,1,0,"No",0,0.79,0.78,1,"Yes","No","No","Yes","No","No" +1618773,75,12,0,0,0,0,8,16,44,81,14,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1891144,1,8,0,23,39,59,4,20,36,54,5,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +2252206,1000,13,0,0,0,0,10,25,48,63,1,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +1197213,3,8,25,30,30,30,0,0,0,0,0,"No",0,0.53,0.52,0,"No","No","No","Yes","No","No" +1260500,0,8,0,20,28,44,9,28,53,66,3,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +2853305,20,13,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +3147992,343,NA,0,0,0,0,16,62,115,181,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1340191,167,2,0,0,0,0,1,8,12,32,1,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1175372,10,2,10,0,0,0,0,10,10,10,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1594187,13,10,0,60,60,60,2,3,4,11,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2825782,39,8,0,0,0,0,0,4,17,28,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1676093,4,9,0,0,0,0,0,1,1,1,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1816422,971,8,0,0,0,0,0,9,15,27,6,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1758495,12,8,0,0,0,0,2,2,7,10,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1344619,18,4,0,8,8,20,17,55,96,185,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +2999627,6,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2143872,49,2,0,14,24,37,5,26,50,68,17,"No",0,0.78,0.86,2,"No","No","No","Yes","No","No" +1858593,33,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2026214,14,2,0,0,0,0,0,2,3,7,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1645194,66,2,0,0,0,0,0,0,0,11,1,"No",0,0.37,0.4,0,"Yes","No","No","Yes","No","No" +2307421,695,2,0,0,0,0,0,7,17,26,9,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +3150093,212,13,0,0,0,13,18,49,116,306,38,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1288484,5,8,0,0,2,4,0,3,3,5,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1884172,-1,NA,0,0,0,0,1,10,12,15,6,"No",0,-99,-99,1,"Yes","No","No","Yes","No","Yes" +3070894,248,8,0,540,900,1350,128,410,842,1303,125,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +3149948,32,8,0,100,100,100,5,28,54,86,14,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +2262366,162,2,0,185,399,639,101,255,378,703,29,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2902642,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1637954,3,12,0,6,11,15,1,6,9,9,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1611520,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +1985165,2,2,21,23,46,69,7,25,45,62,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2937455,3929,NA,1,0,0,0,25,98,188,323,55,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1125650,225,4,0,0,0,0,0,5,11,30,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3096966,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1579762,72,8,9,0,30,67,12,37,77,119,19,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2122858,30,8,0,0,0,0,7,16,35,59,3,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +2309373,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2178571,14,9,0,0,0,0,2,4,8,10,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1395597,250,NA,0,0,0,0,1,7,14,16,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2843626,57,8,23,0,0,0,10,26,41,58,4,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1377979,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3242484,669,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1662673,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1438347,12,52,0,0,0,0,1,2,3,6,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1804677,75,4,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1299912,5,2,0,14,21,35,6,16,29,32,3,"No",0,0.79,0.89,0,"No","No","Yes","Yes","No","No" +1320299,3,NA,0,0,0,0,0,0,0,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1905596,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2016420,1,8,0,8,13,21,6,12,16,22,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1768173,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1128247,3,3,0,16,16,16,1,3,6,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1973507,2,4,0,17,26,35,0,1,7,11,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2256065,76,16,5,0,0,0,3,10,20,28,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1396435,2609,12,11,0,0,0,23,144,272,563,57,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1306508,56,2,109,36,72,72,1,4,4,4,25,"No",0,0.81,0.92,0,"Yes","No","Yes","Yes","No","No" +1689792,18,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2963332,0,2,0,10,10,10,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1283318,0,2,0,14,20,20,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +3087326,33,4,0,23,46,92,8,26,41,59,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3234615,12,12,0,0,0,0,1,3,4,7,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1392552,3,2,2,10,22,36,5,6,6,6,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1380810,31,2,0,60,90,120,18,39,69,71,3,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +2900662,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3213524,86,8,56,306,615,951,102,346,689,1040,93,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2125372,4,2,1,0,0,0,0,0,1,1,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +3231733,39,2,0,24,72,108,18,45,81,127,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1144621,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2896156,3,2,0,4,8,12,0,4,6,12,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1362969,4929,13,9,0,0,0,43,99,192,275,36,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1226359,17,8,0,65,85,105,9,18,41,72,100,"No",0,0.45,0.69,0,"No","No","No","Yes","No","Yes" +1154197,35,8,0,0,0,0,1,1,3,5,0,"No",0,0.9,0.86,0,"Yes","No","No","Yes","No","No" +3083478,65,8,90,0,0,0,0,60,110,111,22,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +3044211,27189,2,5254,40000,85000,130000,12247,40477,83102,124518,12605,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1510145,2,2,0,4,4,4,0,1,1,2,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +2209328,72,8,0,80,120,180,23,81,138,225,34,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3143478,1,12,0,35,56,84,11,38,59,71,12,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +3124028,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1186979,7,8,0,16,24,32,2,7,18,35,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +1479108,14,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1246999,255,NA,0,0,0,0,0,4,7,8,8,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1186952,0,10,0,19,34,42,9,23,33,41,18,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1621519,6,2,0,48,72,96,15,41,58,80,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1464748,612,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1251811,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.75,0,"No","No","No","Yes","No","No" +1528796,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1286658,5,12,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1542394,0,2,10,63,117,180,19,86,147,186,42,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3239211,209,8,3,0,0,0,1,5,34,55,10,"No",0,0.15,0.1,0,"Yes","No","No","Yes","No","No" +1112986,5,2,0,13,26,26,1,5,10,18,3,"No",0,0.06,0.5,0,"No","No","Yes","Yes","No","Yes" +1809877,46,2,0,0,0,0,1,1,2,3,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2997664,4,12,1,13,17,24,2,7,11,16,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1581138,50,12,50,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2013625,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1217639,6,12,0,0,0,0,0,1,2,2,2,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +2923462,164,4,2,0,0,0,0,72,72,72,0,"No",0,0.95,0.77,0,"Yes","No","Yes","Yes","No","No" +1291970,1,8,0,2,3,5,0,1,2,3,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1198408,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1704667,10,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1935740,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2273158,56,NA,0,32,80,104,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2882584,140,8,9,250,250,250,36,95,147,230,44,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1161064,662,2,52,850,1600,2450,215,542,928,1167,234,"No",50,0.97,0.9,0,"Yes","No","No","Yes","No","No" +1232592,108,8,43,127,222,362,40,155,323,449,154,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1492464,12,12,0,12,24,36,1,9,16,20,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1270215,1,8,0,2,3,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1723425,296,16,0,0,0,0,1,6,11,23,1,"No",0,0.71,0.71,0,"Yes","No","Yes","Yes","No","No" +1988280,5,8,0,26,26,39,2,8,14,32,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +3222594,56,9,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1187590,0,2,0,142,142,142,0,0,0,0,0,"No",0,0.75,0.89,0,"No","No","No","Yes","No","No" +1586615,0,2,0,40,60,60,0,0,0,0,0,"No",40,0.24,0.28,0,"No","No","No","Yes","No","Yes" +1395422,13,8,0,0,0,0,0,2,2,5,0,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +2995092,48,8,0,0,0,0,1,1,1,1,2,"No",0,0.84,0.79,0,"No","No","Yes","Yes","No","No" +2882990,5,2,0,0,0,0,0,0,0,1,0,"No",0,0.28,0.13,0,"No","No","No","Yes","No","No" +2802059,33,8,0,0,0,0,0,0,1,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1715334,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1315681,4,2,0,16,16,16,3,3,9,13,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1374350,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","No" +1358421,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2915876,12,8,0,0,0,0,0,3,3,5,0,"No",0,0.69,0.77,0,"No","No","No","Yes","No","No" +1303900,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.66,0,"Yes","No","No","Yes","No","No" +2982873,286,8,2,180,270,450,43,179,366,721,81,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3271356,320,9,68,336,672,1020,146,397,901,1384,128,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1459258,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","Yes","Yes","No","No" +1492654,207,8,6,0,34,68,21,64,148,228,87,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2138400,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1228783,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +3116121,0,12,5,0,3,6,0,4,11,15,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2810615,419,8,268,945,1380,1875,260,556,915,1559,248,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2814941,-33,8,0,62,92,107,90,99,128,139,3,"No",0,0.87,0.9,33,"No","No","No","Yes","No","Yes" +2112209,595,12,2,0,0,0,9,67,216,389,53,"No",0,0.68,0.7,0,"Yes","No","No","Yes","No","No" +1360016,5,8,0,0,0,0,0,8,22,31,9,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","No" +1185367,11,2,0,36,72,72,4,12,19,29,0,"No",0,0.86,0.85,0,"Yes","No","Yes","Yes","No","No" +1502403,0,8,0,8,13,18,3,5,9,15,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +2196158,363,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1549958,108,8,44,48,140,236,42,132,282,430,47,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2282688,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3007547,0,12,0,16,16,16,1,9,9,9,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1598726,29,8,0,0,0,0,1,2,7,9,0,"No",0,0.31,0.41,0,"Yes","No","Yes","Yes","No","No" +3228075,750,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2237236,4,9,0,5,10,15,6,10,16,20,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1743015,1,8,0,27,54,78,4,15,36,48,8,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1338490,52,9,0,0,0,0,0,0,0,2,0,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +1551873,114,8,10,80,80,160,16,56,136,236,38,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +2207279,1,8,0,6,12,18,0,3,5,9,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2934085,0,2,0,25,35,35,0,0,0,0,2,"No",0,0.9,0.91,0,"Yes","No","Yes","Yes","No","No" +2948371,10,2,0,0,7,35,1,10,22,45,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1845410,2,8,0,0,1,2,0,1,1,2,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2225817,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2857785,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1641739,-28,8,0,153,221,290,37,111,193,299,20,"Yes",10,0.23,0.43,29,"No","No","Yes","Yes","No","Yes" +2144093,7,2,0,5,10,15,1,2,3,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1350576,-1,8,0,17,27,32,7,12,26,32,2,"No",0,0.96,0.96,1,"No","No","No","Yes","No","Yes" +2203895,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1787831,14,9,0,17,17,17,3,13,30,43,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2913948,13,8,0,0,0,0,0,2,6,12,10,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3047806,1,8,0,3,5,7,1,2,3,5,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1113076,36,8,55,142,286,436,34,148,272,383,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3121533,4,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3198496,533,8,681,2258,3698,5282,1001,2796,4950,7599,944,"No",320,0.95,0.93,0,"No","No","Yes","Yes","No","No" +1756456,1,8,3,5,11,16,7,8,14,17,1,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1766869,302,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","No" +1155373,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +2070041,21,8,0,48,72,120,23,52,84,120,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2025449,18,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1999405,1360,8,960,0,0,0,220,322,672,952,63,"No",0,0.66,0.83,0,"No","No","No","Yes","No","No" +2244422,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2195718,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2958870,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3193866,10,8,0,0,0,0,1,1,1,1,1,"No",0,0.46,0.65,0,"No","No","No","Yes","No","No" +1303915,98,0,0,0,0,0,0,2,7,9,1,"No",0,0,0,0,"No","No","No","No","No","No" +3050095,0,8,0,2,3,5,6,7,12,13,2,"No",0,0.63,0.76,0,"No","No","Yes","Yes","No","No" +1348430,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +1946080,10,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1298182,0,12,0,12,12,12,0,0,0,0,1,"No",12,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1430758,140,8,5,93,198,303,44,117,251,399,55,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1678818,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1499089,6,2,0,8,24,40,7,20,32,48,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1474964,3,8,0,5,9,13,1,4,13,16,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1238224,57,8,0,0,0,0,3,11,23,46,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2932825,23,8,1,278,410,564,48,204,347,495,36,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1620102,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","Yes","Yes","No","No" +3078811,32,8,0,0,0,0,1,6,12,18,5,"No",0,0.36,0.44,0,"No","No","Yes","Yes","No","No" +2036223,51,2,0,0,28,56,5,16,35,41,3,"No",0,0.07,0.28,0,"Yes","No","No","Yes","No","No" +1291846,1,8,0,43,63,63,3,9,26,41,16,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +3027500,10,8,0,7,7,7,0,3,5,8,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2229480,43,8,0,0,32,48,4,21,57,87,18,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1998250,88,4,0,0,0,0,6,18,18,18,2,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1215343,893,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1611080,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3167984,34,12,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1722041,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2855064,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1300066,21,8,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2168262,151,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +3126623,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2127612,1,8,0,79,121,131,19,46,93,135,11,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1225354,0,4,0,15,15,15,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","Yes","Yes","No","No" +1850204,90,2,1,0,40,80,11,31,63,97,40,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2086079,56,2,0,0,0,0,1,1,1,1,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1689897,0,8,0,13,16,18,2,6,6,14,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1257954,46,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1531533,34,4,12,23,46,60,5,19,44,62,22,"No",3,0.73,0.78,0,"No","No","No","Yes","No","No" +2047437,613,8,0,210,210,210,0,2,4,5,2,"No",0,0.99,0.91,0,"No","No","No","No","No","No" +3184033,154,8,0,0,0,0,3,16,33,53,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1357636,4,15,0,0,0,0,0,0,1,1,2,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1513477,200,3,0,0,0,0,3,13,28,45,0,"No",0,0.54,0.7,0,"No","No","No","Yes","No","No" +2121672,4,2,0,0,0,0,0,1,1,1,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1250211,3,12,0,0,1,2,0,0,2,3,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3062486,10,9,1,28,58,78,3,18,44,60,8,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1395497,0,12,0,9,14,20,1,6,6,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3032536,17,12,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1384355,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +3131528,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2978575,11,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1270784,543,8,12,0,0,0,34,112,238,416,73,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1376783,170,8,1,202,434,637,64,169,426,557,88,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2037867,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1716523,156,8,10,274,274,420,55,154,261,398,74,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1912123,3228,2,0,0,0,0,21,38,73,119,9,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +3065328,2,9,0,0,0,1,0,0,2,2,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1909136,-18,8,15,72,120,180,23,71,120,156,18,"No",0,0.89,0.93,22,"No","No","No","Yes","No","No" +1471633,11,52,0,0,0,0,1,1,2,2,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1930127,104,8,0,0,0,0,0,2,3,4,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +1834535,94,NA,8,0,0,0,46,140,305,407,59,"No",0,-99,-99,0,"No","No","No","No","No","No" +1765823,5000,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2934496,350,4,0,150,150,300,50,85,254,394,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1659772,61,9,0,0,0,0,0,5,9,16,1,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1565270,282,8,0,0,0,0,0,22,102,116,15,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +3069128,2,8,0,20,25,25,6,16,26,36,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1439460,220,8,81,300,636,1128,105,462,908,1299,108,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +1562968,41,8,0,12,32,48,5,20,36,54,8,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3100765,1,9,0,4,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2012996,2,8,0,0,0,0,1,1,1,1,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1153384,21,2,0,0,25,25,5,11,18,26,0,"No",0,0.39,0.27,0,"No","No","No","Yes","No","No" +2016736,101,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2255933,573,8,0,0,0,0,3,14,21,33,4,"No",0,0.72,0.76,0,"No","No","No","Yes","No","No" +2279422,5,52,0,0,0,0,0,0,5,7,1,"No",0,1,0.91,0,"Yes","No","No","No","No","No" +2997972,2,8,0,0,0,0,2,2,6,13,1,"No",0,0.94,0.8,0,"Yes","No","Yes","Yes","No","No" +1807052,74,8,0,14,42,56,10,31,64,127,19,"No",0,0.95,0.8,0,"No","No","No","Yes","No","No" +1474395,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","No" +2170721,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.78,0,"Yes","No","No","Yes","No","No" +1670058,117,2,0,0,0,0,0,12,27,48,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2129677,880,9,0,0,0,0,5,6,13,18,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2840650,51,2,34,102,192,294,42,120,214,284,34,"No",0,0.92,0.86,0,"No","No","No","Yes","No","No" +2055355,18,0,0,0,0,0,2,4,6,9,9,"No",0,0,0,0,"No","No","No","No","No","No" +2980904,2,8,0,0,1,3,0,1,1,4,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2025705,32,9,0,0,0,0,2,6,12,23,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1825838,0,2,0,4,6,9,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1464481,17,9,13,0,15,30,5,19,29,42,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1693131,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.08,0.12,0,"No","No","No","Yes","No","No" +1158867,22504,8,0,0,0,0,292,656,1080,1548,1552,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2817415,3,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2013318,464,8,4,0,0,0,36,108,221,345,42,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","No" +2130870,5,2,0,5,55,55,0,0,0,0,1,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +3065567,0,2,2,8,8,8,0,0,0,0,0,"No",2,0,0.25,0,"Yes","No","No","Yes","No","No" +1252367,30,4,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.7,0,"Yes","No","No","Yes","No","No" +1513373,418,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2086732,1324,8,215,0,0,0,13,17,22,22,89,"No",0,0.53,0.44,0,"No","No","No","Yes","No","No" +1132392,12,8,0,17,73,101,7,51,86,131,5,"No",0,0.79,0.76,0,"No","No","Yes","Yes","No","Yes" +2055532,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2033472,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1629217,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1269587,36,15,19,0,4,20,0,30,33,34,7,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1206058,1,8,0,1,3,4,3,3,5,7,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +1294223,3,2,0,5,8,14,3,5,9,15,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2138762,0,4,0,9,10,10,2,6,6,6,0,"No",0,0.57,0.6,0,"Yes","No","No","Yes","No","Yes" +1908414,10,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2226844,1684,8,958,2616,5520,8520,895,2967,5845,8719,805,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +2822378,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1813577,3,8,0,5,10,15,2,5,8,11,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1374839,181,8,52,31,170,262,27,89,189,318,45,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1939222,0,2,0,28,49,50,0,0,0,0,2,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","Yes" +1630532,64,8,0,0,0,0,0,0,0,0,2,"No",0,0.58,0.47,0,"Yes","No","No","Yes","No","No" +1123605,4,8,0,4,12,16,6,12,15,15,0,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","Yes" +2149668,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1648515,51,8,15,60,120,225,26,89,189,241,36,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1323027,2548,2,0,0,0,0,7,100,192,272,32,"No",0,0,0,0,"No","No","No","Yes","No","No" +1240768,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2290519,35,8,0,53,53,89,1,12,25,46,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2886185,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1338010,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2064944,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.5,0.35,0,"Yes","No","No","Yes","No","No" +3116066,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.57,0,"Yes","No","No","Yes","No","No" +3037189,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1680016,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3255892,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1850611,128,8,28,0,56,140,20,83,196,297,37,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1166296,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +3113837,950,8,0,0,0,0,0,2,2,2,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1218590,10,2,0,60,120,180,16,42,90,110,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3074761,16,0,0,12,12,12,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +2803329,15,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1537357,118,8,8,150,250,350,27,134,258,372,50,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2128818,1,8,0,48,96,152,9,10,13,13,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","Yes" +1567004,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"Yes","No","No","Yes","No","No" +2154027,6,8,0,0,0,0,0,0,0,2,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1691071,45,0,10,160,296,424,48,143,244,377,19,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1283590,7,8,0,14,21,35,4,8,17,26,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3174337,232,8,0,0,0,126,19,63,158,256,29,"No",0,0.66,0.64,0,"No","No","Yes","Yes","No","No" +2834635,7,9,0,0,0,0,0,1,2,5,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1777355,136,2,200,412,724,1036,169,404,820,1278,194,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1645747,17,8,0,0,12,24,5,20,44,76,3,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1225265,5,8,0,0,0,0,1,1,2,2,2,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1389996,30,10,0,0,0,0,4,9,28,41,3,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1681998,498,8,456,900,1620,2280,477,1003,1892,2604,354,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3047023,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +2244279,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2028159,12,8,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.82,0,"No","No","No","Yes","No","No" +3035588,170,4,0,0,0,0,0,0,10,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1911367,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","Yes","Yes","No","No" +2953103,18,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2264151,37,8,0,0,0,0,1,1,1,2,2,"No",0,0.76,0.84,0,"No","No","Yes","Yes","No","No" +3013699,3,9,0,9,14,19,1,7,8,16,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1815930,3,9,3,0,1,4,0,1,7,7,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2209637,5,8,0,3,6,12,2,6,12,15,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1648043,55,4,0,176,176,176,0,0,0,0,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2273194,6,8,0,0,0,0,0,0,3,5,0,"No",0,0.98,0.92,0,"No","No","Yes","Yes","No","No" +3094519,0,2,0,14,14,14,0,0,0,0,1,"No",0,0.7,0.46,0,"No","No","No","Yes","No","Yes" +2870398,79,2,4,226,410,634,55,175,356,498,26,"No",12,0.83,0.69,0,"No","No","No","Yes","No","No" +1252570,58,12,0,0,150,150,14,36,106,172,26,"No",0,0.54,0.22,0,"No","No","No","Yes","No","No" +1894814,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.68,0.59,0,"No","No","No","Yes","No","No" +1358622,19,8,0,0,0,0,1,3,8,13,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2152997,11,8,0,24,45,59,4,12,18,38,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1711715,37,2,54,143,278,467,66,179,299,429,66,"No",0,0.78,0.79,0,"No","No","No","Yes","No","No" +1829752,249,8,50,374,614,854,109,374,765,1471,128,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2280751,0,8,0,2,4,5,0,2,5,5,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1227257,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.89,0.96,0,"No","No","No","Yes","No","No" +2036513,3,2,0,4,4,4,0,0,0,0,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +1957610,975,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1601512,0,2,0,142,142,142,0,0,0,0,24,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +1469220,13,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2935246,21,9,0,0,0,0,0,4,10,24,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2841579,1190,2,0,0,0,0,5,11,13,17,2,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2256638,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1348669,18,2,0,0,0,0,1,3,5,5,1,"No",0,0.73,0.77,0,"Yes","No","No","Yes","No","No" +2161294,0,2,0,20,20,20,0,0,0,0,0,"No",0,0.86,0.7,0,"Yes","No","No","Yes","No","Yes" +2252133,2,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1827666,5,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1521101,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3039039,5,8,0,0,7,7,0,2,3,4,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3083845,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2070833,121,16,0,0,0,0,2,3,3,7,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2923817,117,8,7,68,152,194,23,64,154,242,76,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1632350,2,NA,0,0,0,0,2,5,8,11,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1512908,24,4,0,0,0,0,0,1,4,4,0,"No",0,0.85,0.91,0,"No","No","No","Yes","No","Yes" +1881257,77,0,0,0,0,0,3,4,6,7,1,"No",0,0,0,0,"No","No","No","No","No","No" +1139626,530,NA,300,0,0,0,1,12,25,33,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2214088,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.81,0.77,0,"No","No","No","Yes","No","Yes" +3037201,5,8,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1731768,10,9,0,5,5,5,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2198728,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.46,0,"Yes","No","No","Yes","No","No" +1724807,5,2,0,24,48,75,8,24,42,65,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","Yes" +2215329,0,2,0,16,16,16,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","Yes" +3171784,248,8,165,207,390,634,99,279,592,944,81,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1635306,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.85,0,"Yes","No","No","Yes","No","No" +3144051,0,8,0,416,624,884,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2221179,9,2,0,60,90,120,13,34,62,100,29,"No",0,0.05,0.37,0,"No","No","No","Yes","No","Yes" +1459405,39,9,0,0,0,0,1,4,23,44,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3230393,46,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2228740,629,2,0,102,510,867,105,355,624,879,120,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1423803,9,8,0,0,0,0,0,3,6,14,0,"No",0,0.9,0.94,0,"No","No","Yes","Yes","No","No" +2140715,50,9,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +3200138,3,6,0,18,29,37,4,12,22,41,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2980661,8,3,0,0,12,18,2,10,19,24,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2282696,3,8,0,18,42,60,10,22,49,77,10,"No",0,0.77,0.64,0,"No","No","No","Yes","No","Yes" +3142626,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2037210,83,8,0,0,0,0,8,22,76,118,10,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1390215,10,8,0,16,32,48,6,28,64,75,2,"No",0,0.58,0.57,0,"No","No","No","Yes","No","Yes" +3038456,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1742342,9,8,0,200,200,200,9,30,43,50,3,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +2803908,3,2,0,0,0,0,1,1,1,2,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3057049,5,2,0,4,8,8,1,6,13,17,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3146433,5,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2079212,194,2,551,1309,2149,2869,701,1239,2061,2961,568,"Yes",49,0.9,0.87,9,"No","No","No","Yes","No","No" +1549069,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2840837,47,8,0,0,0,0,2,7,11,17,2,"No",0,0.41,0.59,0,"No","No","No","Yes","No","No" +1786488,0,9,0,6,6,6,0,0,2,3,0,"No",1,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3098401,299,8,0,0,0,0,1,6,10,14,2,"No",0,0.38,0.25,0,"Yes","No","No","Yes","No","No" +2192505,924,NA,4,0,0,0,13,27,52,74,16,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1671946,0,8,0,17,17,22,0,3,8,16,0,"No",0,0.46,0.45,0,"No","No","No","Yes","No","Yes" +1929275,38,8,0,0,0,0,0,1,1,2,2,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2167048,26,8,0,0,0,0,0,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3249753,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1484284,553,52,0,0,0,0,0,1,10,17,2,"No",0,0.12,0.06,0,"Yes","No","No","No","No","No" +2820718,7,8,0,0,0,0,3,3,3,6,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2227885,2208,8,80,0,0,0,120,272,496,864,153,"No",0,0.32,0.19,0,"No","No","No","Yes","No","No" +1114416,0,2,0,2,2,2,0,0,0,0,0,"No",2,1,0.99,0,"Yes","No","No","Yes","No","No" +1140907,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2221974,0,9,0,24,35,35,2,8,19,31,0,"No",0,0.58,0.44,0,"No","No","No","Yes","No","Yes" +1384230,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1944122,10,8,0,0,0,0,0,0,0,1,1,"No",0,0.24,0.31,0,"No","No","Yes","Yes","No","No" +1975664,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2034456,4,8,0,0,0,0,0,0,0,1,1,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +2136188,93,8,12,20,75,118,7,33,80,100,41,"No",0,0.15,0.52,0,"No","No","No","Yes","No","No" +1728098,3,8,0,12,22,32,3,11,16,26,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +2294929,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.61,0,"No","No","Yes","Yes","No","No" +3077672,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2183397,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2069591,6,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1480945,20,12,0,0,0,0,0,2,10,19,5,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1328891,17,8,0,0,0,0,1,2,4,5,9,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2142049,5,2,0,9,35,42,7,38,59,81,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1379271,303,12,31,344,596,1100,65,260,635,921,96,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3149083,2,8,0,22,22,32,2,6,8,11,3,"No",4,0.97,0.96,0,"No","No","No","Yes","No","No" +3248358,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1896307,3,8,7,18,49,76,11,31,53,74,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1268257,6,2,0,0,6,6,0,2,2,2,1,"No",0,0.84,0.74,0,"Yes","No","No","Yes","No","No" +2155540,97,2,0,0,0,0,2,104,104,104,4,"No",0,0.59,0.73,0,"No","No","No","Yes","No","No" +2234977,0,2,0,5,30,30,0,0,0,0,1,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1238829,103,8,72,96,216,360,32,125,209,317,52,"No",0,0.22,0.13,0,"No","No","No","Yes","No","No" +2011734,10,9,0,42,42,45,9,17,31,55,3,"No",1,0.35,0.47,0,"No","No","No","Yes","No","Yes" +3150746,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1727191,72,8,0,48,90,139,15,45,72,129,37,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1699005,10,12,0,0,0,0,0,0,3,5,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1392907,13,12,2,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2061020,4,8,0,0,0,0,1,1,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2901260,16,2,0,25,25,50,6,31,52,74,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1864252,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2817859,19,8,0,242,282,322,49,112,215,332,36,"No",65,0.25,0.26,0,"No","No","No","Yes","No","No" +2136102,17,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1403499,3,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1354853,2118,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2804602,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1764857,36,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.45,0,"Yes","No","No","Yes","No","No" +3242139,5,8,0,5,5,5,3,11,13,13,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2263476,7,10,0,9,27,39,0,6,17,32,0,"No",8,0.82,0.78,0,"No","No","No","Yes","No","No" +1907810,0,8,0,6,6,12,1,3,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1784159,0,8,0,28,46,64,6,39,55,57,4,"No",0,0.88,0.81,0,"No","No","No","Yes","No","Yes" +1773520,51,2,53,185,339,493,83,236,391,564,36,"No",21,0.93,0.93,0,"No","No","No","Yes","No","No" +1758437,4,8,0,0,0,0,0,1,2,4,0,"No",0,0.6,0.47,0,"Yes","No","Yes","Yes","No","No" +3208657,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2280556,2784,8,0,0,0,0,0,0,26,28,3,"No",0,0.88,0.78,0,"No","No","No","Yes","No","No" +1738171,6,12,0,0,0,0,0,0,2,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1608179,1,8,0,5,8,10,0,6,9,11,2,"No",0,0,0.49,0,"No","No","No","Yes","No","Yes" +2098208,101,8,0,32,96,160,13,46,113,177,26,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2068752,4,2,0,1,1,1,0,1,1,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +3257530,2430,2,760,5750,9500,12500,1422,3847,7176,11383,1237,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1969867,54,2,0,12,72,132,0,0,0,0,0,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1402968,-3,12,0,17,22,29,0,6,16,21,5,"No",0,0.76,0.73,3,"No","No","No","Yes","No","Yes" +3067018,19569,10,0,0,0,0,12,41,83,119,27,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2957409,236,8,0,0,0,0,3,14,22,34,3,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +3076289,4650,NA,0,0,0,0,0,0,0,0,50,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1493433,42,8,0,200,280,340,28,88,172,285,39,"Yes",0,1,0.88,0,"No","No","No","Yes","No","Yes" +2243894,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2967915,3507,8,1782,5040,8064,10080,1070,3563,7607,11733,946,"No",0,1,1,0,"No","No","No","Yes","No","No" +1171116,3,2,2,3,7,12,2,3,12,14,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1230156,14,8,0,0,0,0,1,2,3,7,2,"No",0,0.84,0.75,0,"No","No","No","Yes","No","No" +2848574,32,4,0,0,0,0,5,14,25,47,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3080212,237,NA,0,0,0,0,2,4,6,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2125340,1,8,0,20,40,60,3,17,35,51,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +3205239,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1798375,1193,2,252,1722,3738,6076,544,1869,3503,4969,538,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1561722,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"Yes","No","Yes","Yes","No","No" +2114908,273,8,27,192,432,672,101,286,554,789,56,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","No" +2315578,7,8,0,5,5,10,0,3,4,9,4,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1356489,0,2,0,20,40,55,4,16,31,46,0,"No",6,0,0,0,"No","No","No","Yes","No","Yes" +1735634,21,8,0,16,32,32,4,15,33,52,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3151833,3,NA,0,0,0,0,0,1,5,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2271802,98,8,0,0,0,0,0,5,9,9,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1642739,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2160734,297,2,337,0,0,0,8,49,111,140,38,"No",0,0.61,0.47,0,"Yes","No","No","Yes","No","No" +1841365,413,8,0,0,0,0,4,12,37,84,13,"No",0,1,1,0,"No","No","No","Yes","No","No" +3222219,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","No","Yes","No","No" +1798896,296,8,0,299,650,986,128,369,731,1138,300,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1676451,70,8,23,41,92,164,9,47,107,155,25,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +3269275,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3203029,6,9,1,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1590411,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2072520,2,2,1,2,4,7,0,2,2,2,0,"No",0,0.81,0.85,0,"No","No","Yes","Yes","No","Yes" +1476941,419,8,0,0,0,0,13,42,91,151,27,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2220945,8,8,0,0,0,0,0,0,1,1,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +3144972,191,NA,0,0,0,0,0,1,4,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3154582,0,NA,0,0,1,1,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2893322,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","Yes","Yes","No","No" +1226447,5,2,0,0,0,0,0,1,7,8,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1149140,500,8,497,1738,3096,4260,375,1270,2098,3144,338,"No",0,0.92,0.91,23,"No","No","No","Yes","No","No" +1506346,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3261198,0,4,5,4,8,10,0,4,7,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1875409,5,8,0,0,0,0,0,1,1,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2110929,77,8,0,0,0,0,1,1,5,23,3,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3082636,1,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1852402,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1781477,0,8,0,29,44,62,8,18,38,49,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2226958,0,0,0,49,89,129,22,51,84,109,5,"No",0,0,0,1,"No","No","No","No","No","Yes" +1381341,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +3237833,0,8,0,25,37,53,8,18,30,47,16,"No",0,0.75,0.76,0,"No","No","No","Yes","No","Yes" +1455786,8,2,0,9,9,9,6,8,20,20,1,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +1941122,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1682144,7,3,2,164,248,346,40,128,233,265,22,"No",24,0.52,0.41,2,"No","No","No","Yes","No","Yes" +1985519,113,2,0,0,0,0,0,0,16,16,4,"No",0,0.98,0.94,0,"Yes","No","Yes","Yes","No","No" +2175553,0,2,0,2,3,3,3,5,7,13,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","Yes" +3214956,438,2,103,827,1627,2427,245,704,1430,2499,130,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1516549,132,8,1,48,192,288,73,434,612,675,21,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2053413,22,8,0,0,0,10,5,14,31,50,9,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1873098,0,8,0,8,8,8,1,1,3,3,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1952389,117,8,52,96,160,224,18,73,152,252,38,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1587051,4033,12,1700,6720,12768,18144,2094,6034,11357,18896,1634,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1541363,3,4,0,0,0,0,0,0,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1384392,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1339281,121,12,0,0,0,0,13,22,51,73,0,"No",0,0,0.02,0,"No","No","No","Yes","No","No" +1883383,0,8,0,12,20,28,5,11,25,31,0,"No",6,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1924428,3,9,0,15,23,31,3,9,18,30,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2144281,148,9,0,0,0,0,5,12,25,39,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +3160112,8,8,0,3,9,13,4,6,15,25,1,"No",0,0.66,0.44,0,"No","No","No","Yes","No","No" +1268647,3104,10,447,220,220,1265,676,1724,2200,2783,1694,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1146783,66,4,0,0,0,0,4,12,12,12,9,"No",0,0.44,0.44,0,"Yes","No","Yes","Yes","No","No" +1712134,7,8,0,0,0,10,0,1,5,9,0,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1562915,16,12,0,0,0,0,1,4,5,9,1,"No",0,0.86,0.74,0,"No","No","Yes","Yes","No","No" +3178946,122,8,65,250,500,750,65,219,462,681,78,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3065723,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +1298681,2,9,0,0,1,2,0,1,2,3,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1825544,3,9,0,43,62,81,2,18,39,56,3,"No",5,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1660796,25,8,0,306,450,570,65,164,375,596,87,"No",0,0.7,0.73,2,"No","No","No","Yes","No","Yes" +3060167,15,2,0,0,0,0,0,1,5,5,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +1781958,5,8,0,0,2,4,0,2,4,9,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1879951,12,2,0,5,5,5,0,0,0,0,0,"No",0,0.66,0.66,0,"Yes","No","No","Yes","No","No" +3135416,230,2,0,140,140,280,162,177,182,648,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2229314,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3098004,0,2,0,5,15,15,0,0,0,0,1,"No",0,0.95,0.84,0,"Yes","No","No","Yes","No","No" +1438297,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2152127,3,9,0,0,0,0,0,2,2,6,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1356601,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3281396,2153,8,26,0,0,0,36,143,311,476,55,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1413143,85,9,0,0,30,60,10,35,84,144,78,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1795877,1967,8,248,4026,8005,11609,1156,3053,6075,10073,1271,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2263691,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","No" +3136406,72,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1382006,47,8,0,0,0,0,1,3,5,5,1,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +2270323,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.77,0,"No","No","Yes","Yes","No","No" +1152999,2,12,0,0,1,1,0,1,1,2,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1730997,159,8,54,810,1242,1539,170,495,951,1539,91,"No",0,0.23,0.46,0,"No","No","No","Yes","No","No" +1215931,0,2,0,4,6,7,3,4,4,4,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +1942762,6,8,4,0,4,4,3,8,12,22,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2917790,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +3140258,7,8,0,0,0,4,0,2,2,4,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1715378,3,9,0,0,0,0,1,1,1,1,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1669445,10,12,0,1,1,1,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2875908,794,8,9,802,1390,2184,146,596,1207,2491,161,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2246274,8,9,0,0,0,0,2,2,6,7,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1753329,8,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1549620,21,16,0,12,44,60,9,24,37,50,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","Yes" +3272542,1,12,0,1,2,2,0,1,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1858668,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1534952,5,9,0,0,0,0,0,0,1,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1194519,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1582891,0,2,0,352,424,424,1,1,3,3,60,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +2190074,187,8,0,0,12,48,9,41,92,173,39,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1740712,0,2,0,7,8,8,0,2,2,2,0,"No",0,0.51,0.53,2,"Yes","No","Yes","Yes","No","Yes" +1701118,39,4,18,70,110,160,14,32,78,87,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3007402,3,8,0,0,0,0,5,18,33,55,2,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1495632,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1458080,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.57,0,"No","No","No","Yes","No","No" +1522291,0,2,0,9,14,14,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","Yes","Yes","No","No" +2060952,19,8,1,10,30,50,4,14,38,54,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1780896,9,8,0,0,0,0,0,1,1,1,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1573276,0,8,0,3,5,6,3,4,5,9,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1390942,26,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1703921,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1139214,5,8,0,31,67,85,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1775556,10,2,0,0,0,0,1,3,5,7,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3194760,502,2,674,679,1079,1564,299,903,1323,1755,296,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1481734,184,8,101,56,176,296,39,152,281,500,55,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1329154,10,2,0,0,0,0,0,1,1,1,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1482932,11,8,0,0,0,0,0,0,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2237021,1695,12,0,0,0,0,0,0,0,0,3,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1934426,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +2915944,452,8,0,0,0,0,3,9,16,32,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2910534,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1264989,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2020938,51,8,4,150,240,390,47,167,279,462,48,"No",0,0.96,0.96,1,"No","No","No","Yes","No","Yes" +1912844,1,8,0,0,1,1,0,0,1,2,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3082439,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1509649,-3,8,0,103,198,274,51,128,236,325,26,"No",0,0.96,0.96,3,"No","No","No","Yes","No","No" +2965490,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1368002,21,4,0,8,16,16,3,11,21,35,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1945690,3,2,0,7,7,7,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1861793,0,8,1,3,5,7,1,3,4,4,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1989601,1197,8,129,1314,3042,4642,765,2321,4331,7078,370,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2189790,130,9,0,0,0,0,0,0,0,1,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2298306,24,12,0,0,0,0,4,5,9,9,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1382235,16,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3199420,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1598937,4,8,0,0,0,2,0,1,3,4,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3096290,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +2069335,4760,52,0,0,0,0,0,5,17,18,0,"No",0,0.95,0.86,0,"Yes","No","Yes","No","No","No" +2165611,98,8,158,585,891,1299,267,535,865,1272,120,"No",0,0.98,0.97,70,"No","No","No","Yes","No","No" +1420060,6,2,0,0,0,4,3,5,20,23,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1307830,24,12,0,0,0,0,1,1,1,1,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1419976,3,12,0,0,0,0,0,0,0,2,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3150891,7,6,0,0,0,0,0,2,2,3,2,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","No" +3253591,6,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2986581,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1637518,707,4,0,865,1290,1715,256,665,1139,1664,219,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3035596,211,8,57,108,196,284,57,240,480,5836,70,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +3031821,69,4,0,0,0,0,0,3,12,41,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1496371,43,52,0,0,0,0,5,26,55,114,2,"No",0,0.77,0.82,0,"Yes","No","No","Yes","No","No" +1665711,578,NA,0,0,0,0,0,0,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3272947,2,8,0,0,0,1,0,1,1,2,1,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1986614,13,8,0,14,26,38,3,16,27,51,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1581044,0,8,0,33,56,80,6,26,49,64,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +3152775,25,12,0,0,15,30,5,16,27,44,1,"No",0,0.66,0.8,0,"No","No","No","Yes","No","No" +2023888,129,8,81,0,96,160,23,72,171,228,12,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2908365,11,12,0,57,89,129,18,40,99,133,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1255983,7,4,6,6,12,18,5,11,18,24,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2858821,131,12,76,323,535,776,131,292,540,791,97,"No",20,0.7,0.76,52,"No","No","No","Yes","No","No" +1300958,31,9,0,40,110,180,11,48,98,147,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1379957,6,12,9,6,12,18,4,18,21,21,2,"No",0,0.68,0.65,0,"No","No","No","Yes","No","Yes" +1152330,122,12,0,5,5,5,2,8,8,12,4,"No",0,0.66,0.55,0,"No","No","No","Yes","No","No" +3239062,5,2,0,0,4,6,0,2,7,10,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1613245,3,NA,0,0,0,0,3,4,10,18,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2289691,890,9,0,0,0,0,0,0,5,6,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1411565,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3202610,31,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1693314,0,8,0,5,7,9,1,3,5,6,0,"No",1,0.56,0.46,0,"No","No","Yes","Yes","No","Yes" +1760238,21,8,0,0,0,0,0,0,0,1,2,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +1508166,114,NA,0,0,0,0,0,1,3,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2169999,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1545950,26,8,0,24,48,69,9,21,45,69,10,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +2911895,68,8,0,64,64,96,14,40,78,119,22,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2987869,102,8,0,0,0,0,0,1,2,4,0,"No",0,0.97,0.46,0,"No","No","No","Yes","No","No" +1868685,0,5,0,12,20,22,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","No" +2928176,0,8,0,2,3,3,0,1,2,2,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1220371,12,2,0,0,0,0,2,10,12,12,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","Yes" +1600221,272,12,0,0,0,0,4,27,30,46,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1979286,8,2,0,8,16,28,6,28,36,50,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2002226,0,3,0,5,8,10,1,3,7,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1649618,169,2,0,0,0,0,1,2,2,2,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1746007,5,2,5,10,25,25,5,7,14,17,1,"No",0,0.95,0.92,0,"No","No","No","Yes","No","Yes" +1409543,1096,2,0,0,0,0,16,53,82,116,64,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1925124,21,NA,0,0,0,0,0,0,0,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1856301,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1508933,2,12,0,2,2,4,0,1,4,6,0,"No",1,0.78,0.78,0,"No","No","No","Yes","No","No" +1938337,5,8,0,0,0,0,0,0,4,6,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2051507,1,8,0,16,16,16,2,5,11,16,2,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +3172722,1,8,0,20,40,40,5,10,18,23,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2932342,6,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1738371,0,9,3,2,4,5,2,10,12,17,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1709385,7,8,0,18,36,54,6,12,29,59,8,"No",0,0.96,0.93,0,"No","No","No","Yes","No","Yes" +1231736,6,2,0,2,2,2,0,0,0,0,0,"No",0,0.27,0.11,0,"Yes","No","No","Yes","No","No" +1382637,118,2,0,13,67,132,28,92,174,245,25,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1346450,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1846118,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1319342,109,2,5,67,219,224,0,4,9,13,4,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1592595,226,5,16,480,480,480,31,84,156,318,48,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1820738,6957,8,28762,16120,30880,43120,5236,16694,35776,54725,3035,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +1442167,52,8,9,100,142,184,35,79,148,227,19,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1417693,8,8,0,9,27,45,8,14,27,40,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2876375,4,2,0,0,54,54,0,0,0,0,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1356500,318,2,95,384,912,1440,253,587,1137,1695,105,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1872805,498,2,0,0,0,0,0,1,2,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1721092,331,14,40,66,282,480,77,229,498,804,192,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2294446,9,2,4,12,27,42,3,30,48,67,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2989018,1355,8,868,2880,4080,4920,528,1123,2029,4401,724,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1255627,10,8,0,0,5,10,3,6,15,24,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1590994,15,8,0,0,0,14,1,5,14,22,7,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1639701,22,12,0,0,32,32,1,17,31,48,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2808281,3,12,0,6,11,14,2,9,21,34,0,"No",0,0.94,0.88,0,"No","No","No","Yes","No","Yes" +1237371,12,2,5,28,56,76,6,15,32,64,8,"No",0,0.97,0.87,0,"No","No","No","Yes","No","Yes" +2808907,225,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2884937,96,2,86,238,442,682,57,176,278,336,47,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1927957,4,8,0,24,72,72,9,18,34,54,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1610838,25,12,9,3,6,27,4,11,14,15,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2007961,66,8,0,63,99,196,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2273273,1,8,0,2,4,5,0,1,2,4,2,"No",0,0.78,0.76,0,"No","No","No","Yes","No","Yes" +2265936,4,8,0,318,518,733,79,263,504,751,57,"No",21,0.79,0.67,9,"No","No","No","Yes","No","Yes" +2903138,14,9,0,0,2,6,3,8,15,16,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3265311,21392,12,14,0,0,0,68,4355,7551,7763,270,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1157415,16,17,0,0,0,0,0,2,4,5,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3068762,13,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3045006,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1430986,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1951801,4,4,0,0,0,0,1,3,8,13,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2014440,349,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1237523,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1653645,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1782090,27,2,1,62,137,212,6,23,29,68,9,"No",0,0.4,0.6,0,"No","No","No","Yes","No","Yes" +2270743,218,9,113,218,323,353,61,147,377,558,62,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1256678,420,8,22,164,164,328,51,125,319,561,220,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1883531,1,8,0,19,28,37,11,19,29,43,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1112345,9,8,0,14,25,36,3,10,23,29,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1902876,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +1585956,4,4,0,0,0,0,0,1,2,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2951898,288,8,75,408,752,1007,116,336,714,1027,113,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3066686,0,8,20,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1916963,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2108947,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1741658,465,8,75,580,1400,2240,202,656,1334,2105,122,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1642804,174,8,62,82,228,491,54,214,478,667,71,"No",0,0.95,0.96,4,"No","No","No","Yes","No","No" +1296497,2,12,0,0,0,0,1,1,1,1,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1386537,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"Yes","No","Yes","Yes","No","No" +1747798,10,2,0,0,3,3,12,20,29,40,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2296549,2,2,0,38,62,62,18,23,28,39,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +1730490,2,4,0,17,26,35,0,1,7,11,0,"No",7,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2032010,69390,8,0,0,0,0,80,128,380,569,49,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2131099,213,9,717,0,0,0,1,703,708,714,355,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1112576,9,12,0,0,0,0,0,1,3,5,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1228688,94,3,0,0,0,0,0,0,2,3,1,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1367383,32,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3107997,87,8,2,0,18,45,10,30,72,114,20,"No",0,0.25,0.27,0,"No","No","No","Yes","No","No" +2802941,16,2,0,0,0,0,0,2,3,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2085985,21,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1758559,3,8,0,61,61,61,0,0,1,4,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +3157500,6,8,0,12,12,15,3,7,8,13,2,"No",0,0.77,0.76,0,"No","No","No","Yes","No","No" +2019843,9,2,0,17,30,30,3,7,19,30,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2224964,2,3,0,2,4,6,1,2,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2828754,4,11,1,0,4,8,3,7,16,21,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1758077,9596,9,1059,16098,32134,43500,4203,12080,24333,41294,15740,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2975349,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2963600,10,2,0,0,0,0,0,0,0,0,2,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1376716,177,12,0,0,0,0,0,0,0,0,2,"No",0,0.09,0.25,0,"No","No","No","Yes","No","No" +1900336,5,2,4,7,17,27,1,5,10,13,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1782519,94,8,8,42,154,224,8,38,175,301,40,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3169450,4,3,0,6,18,18,7,11,15,17,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1286398,0,12,0,6,6,6,5,13,31,52,2,"No",0,0.47,0.39,1,"No","No","No","Yes","No","Yes" +1356546,206,8,0,0,0,0,2,8,14,18,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2019165,344,3,10,0,0,0,12,35,63,137,64,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +3155497,0,8,0,43,63,63,0,6,25,36,16,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","Yes" +1635823,146,2,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1493519,13,8,0,43,70,94,14,43,69,105,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3081530,30,2,0,20,60,80,16,35,54,68,4,"No",0,0.46,0.65,0,"No","No","Yes","Yes","No","No" +3209418,563,0,43,1080,1320,1320,120,367,727,1104,119,"No",0,0,0,0,"No","No","No","Yes","No","No" +3224833,291,2,0,0,0,0,6,29,29,29,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3000298,28,2,0,0,0,0,0,0,6,8,1,"No",0,0.65,0.51,0,"Yes","No","No","Yes","No","No" +1821412,5,8,4,10,28,46,3,14,24,32,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3059521,502,8,27,450,450,660,127,431,830,1243,183,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1497567,5,2,0,0,0,0,0,0,0,0,2,"No",0,0.62,0.63,0,"No","No","No","Yes","No","No" +2276682,2,8,0,13,19,25,1,5,10,12,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2001527,33,8,0,13,25,39,1,16,33,54,3,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1727741,1813,8,0,0,0,0,4,4,4,10,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2121515,1,8,0,1,1,2,1,2,3,5,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1582051,67,2,0,26,91,169,24,84,147,155,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2121454,0,8,0,2,3,4,2,3,5,6,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +2285043,22,52,0,0,0,0,0,0,0,3,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1834239,7,2,0,5,15,20,3,20,28,33,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3107411,563,2,0,0,0,0,8,34,98,156,13,"No",0,0.75,0.8,0,"No","No","No","Yes","No","No" +3135570,7,2,0,2,7,7,0,1,1,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3032867,89,8,0,23,59,95,27,70,142,231,11,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1822503,148,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1929121,15,12,0,10,10,10,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1633620,43,8,0,25,51,77,9,28,46,74,22,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1399952,0,12,0,4,5,7,2,3,5,7,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +3105647,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3192535,5,2,0,15,30,45,9,14,29,43,0,"No",0,0.53,0.54,0,"No","No","No","Yes","No","No" +1522753,14,8,0,0,0,0,2,2,9,12,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1487266,71,8,4,408,612,884,72,279,516,757,89,"No",68,0.44,0.62,0,"No","No","No","Yes","No","Yes" +1544002,22,8,0,0,5,10,30,60,73,81,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1770499,96,2,0,0,0,0,0,4,4,4,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3034891,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.8,0,"No","No","No","Yes","No","No" +3052196,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1609225,216,13,0,0,0,0,0,1,1,1,2,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1626896,42,8,2,292,493,699,90,272,503,750,59,"No",18,0.79,0.66,2,"No","No","No","Yes","No","Yes" +1599748,40,4,0,0,0,0,140,650,1630,2320,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2133753,0,8,0,5,5,5,0,4,5,7,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","Yes" +3234194,243,12,5,0,0,0,10,31,87,140,19,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +2856518,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.03,0.1,0,"Yes","No","No","Yes","No","No" +1579013,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +3024961,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3251326,47,2,9,110,208,290,39,99,182,283,23,"No",0,0.97,0.95,1,"No","No","No","Yes","No","No" +3001061,6,8,0,50,50,50,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1776397,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1346086,1,2,0,1,1,2,1,1,2,2,0,"No",0,0.17,0.34,0,"No","No","No","Yes","No","Yes" +1420677,0,2,0,11,19,22,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1228851,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3065337,321,52,1,0,0,0,6,20,38,55,62,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1405145,5,0,0,0,0,0,1,2,3,3,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +2106244,-2,8,0,12,12,12,0,0,0,2,2,"No",0,0.02,0.12,2,"No","No","Yes","Yes","No","Yes" +1600837,289,8,0,0,0,0,0,0,1,2,2,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +2133106,0,12,0,3,4,5,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2830813,129,12,0,0,0,0,0,5,19,39,11,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","No" +1534755,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1226324,25,2,0,525,525,525,30,66,147,230,12,"No",0,0.98,0.91,0,"No","No","No","Yes","No","Yes" +1954792,79,2,0,225,405,675,49,155,244,311,63,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +2976018,19,8,0,0,8,12,1,9,15,19,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2066800,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +3165525,5923,NA,0,0,0,0,4,24,41,62,16,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1695496,113,8,6,304,504,604,101,295,572,822,84,"No",0,0.7,0.73,1,"No","No","No","Yes","No","Yes" +1466143,11,2,0,15,15,15,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3159452,432,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3024153,3,12,0,25,25,25,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1375039,148,8,0,0,0,0,2,13,21,24,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1416819,186,16,0,20,120,200,46,146,269,366,44,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1378886,2,2,0,7,7,7,2,7,8,13,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1302745,87,8,5,56,110,164,27,76,143,233,25,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2041965,11,4,0,66,90,114,20,28,43,44,4,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +3059511,251,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","No" +1364528,0,12,0,14,34,42,6,14,31,49,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3067838,3,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2854594,2,8,0,3,6,8,1,3,6,6,0,"No",1,0.82,0.81,0,"No","No","No","Yes","No","No" +3030808,3,52,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1357488,3,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1583552,10730,NA,0,0,0,0,12,26,60,77,8,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1585388,425,8,127,1632,1632,2640,1103,2477,4388,6442,2003,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1649517,29,8,0,22,44,88,13,32,72,109,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2082668,136,8,0,0,0,0,5,10,16,25,6,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2165293,13341,8,0,0,0,0,230,1380,4305,6068,168,"No",0,0,0,0,"No","No","No","Yes","No","No" +3235906,9,8,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1466348,46,8,14,81,123,170,20,51,100,145,26,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3123356,4,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2313176,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3172238,19,2,0,0,0,0,0,1,2,4,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1659380,21,2,0,0,0,5,6,13,17,18,0,"No",0,0.45,0.45,0,"Yes","No","Yes","Yes","No","Yes" +1731561,87,8,0,0,0,0,2,9,13,28,1,"No",0,0.61,0.7,0,"No","No","Yes","Yes","No","No" +1462118,72,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3026320,376,8,0,0,0,0,4,15,46,82,4,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1291363,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1618926,2,8,0,2,4,6,2,4,4,8,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2095769,164,12,0,1960,2920,4220,459,1652,2869,4174,293,"No",160,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1996599,100,2,0,0,0,0,0,0,0,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1315989,68,52,0,96,96,96,5,12,16,26,20,"No",0,0.91,0.96,0,"Yes","No","No","No","No","No" +1144389,8,12,0,0,0,0,1,1,4,5,3,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +3081458,7,8,0,0,0,0,0,0,2,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1500887,63,8,3,20,40,60,9,31,56,98,20,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1204131,0,8,0,2,4,5,1,2,3,3,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +2809887,179,52,0,0,0,0,2,7,15,23,7,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1600152,23,8,1,150,250,350,32,94,188,298,26,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +2115671,2,16,0,0,0,0,0,0,0,0,2,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +2941344,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1218800,35,9,8,6,26,41,4,11,35,52,11,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2112655,2,2,1,48,48,48,22,48,48,48,3,"No",0,0.4,0.29,0,"Yes","No","No","Yes","No","Yes" +2064465,18,2,0,6,14,24,4,23,25,25,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2911133,12,8,13,130,181,249,41,75,137,199,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3205941,265,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1853420,167,8,11,60,120,180,31,93,186,284,47,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2023635,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1298790,25,2,0,0,0,0,0,3,7,8,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2165979,397,8,0,0,0,0,0,2,6,11,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1996498,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +3076782,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","No" +1495621,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1974614,5,52,0,0,0,0,0,1,2,4,2,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1773820,1,2,0,8,12,16,1,4,10,13,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1179233,70,2,0,0,0,0,2,8,27,35,1,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1596225,125,13,0,0,0,0,0,0,0,1,1,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1601614,109,9,0,0,0,0,0,1,4,5,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2265258,122,4,0,0,0,0,0,3,8,150,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1901753,1,8,0,8,8,8,0,0,5,9,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1603307,20,2,0,10,20,40,9,41,57,57,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +2818403,17,8,0,18,18,18,1,2,2,3,5,"No",0,0.59,0.79,0,"No","No","No","Yes","No","No" +2148121,0,2,0,4,4,4,0,0,0,0,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1794958,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1724438,64,8,22,21,56,84,20,50,89,158,27,"No",0,1,1,1,"No","No","No","No","No","No" +2183413,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2937432,106,8,0,0,0,0,0,0,2,3,0,"No",0,0,0.31,0,"No","No","No","Yes","No","No" +3024217,56,4,2,19,34,40,4,16,40,68,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1974499,22,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1830896,24,8,2,151,246,351,36,116,220,349,79,"Yes",0,0.86,0.88,1,"No","No","Yes","Yes","No","Yes" +1731149,0,8,21,5321,8141,10961,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1204010,45,2,0,0,0,0,0,3,3,4,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2905417,176,12,45,137,222,387,71,209,350,543,29,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +3013307,39,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2141894,19,12,0,1,12,23,4,10,14,29,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1878750,10,8,0,0,0,0,0,1,3,4,1,"No",0,0.99,0.83,0,"No","No","No","Yes","No","No" +1753533,0,2,0,9,9,9,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","Yes","Yes","No","No" +2183059,102,12,22,167,347,536,52,202,354,560,33,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +3111674,25,NA,0,0,0,0,2,4,8,10,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1852772,-3,8,0,412,700,1042,34,177,722,1175,58,"No",21,0.28,0.28,5,"No","No","No","Yes","No","Yes" +3198283,40,16,1,0,0,0,2,10,18,26,6,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1453044,452,8,10,583,904,1118,100,269,535,1062,181,"No",0,1,1,0,"No","No","No","Yes","No","No" +1460836,321,2,0,0,0,0,5,22,46,60,0,"No",0,1,0.5,0,"No","No","Yes","Yes","No","No" +2014827,4,8,0,0,0,0,0,0,1,2,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2210394,498,8,142,731,1211,1691,214,612,1125,1710,376,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2962904,205,2,0,50,100,150,28,109,213,320,37,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1646086,37,2,0,0,0,0,2,4,12,12,2,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +3104140,105,8,1,96,178,196,11,28,74,167,0,"No",0,0.55,0.74,0,"No","No","No","Yes","No","No" +2282946,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1954331,5,4,0,0,0,0,0,0,1,2,2,"No",0,0.56,0.59,0,"No","No","No","Yes","No","No" +1909183,3,8,0,0,0,0,0,2,2,2,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +2936656,31,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1891913,5,8,0,0,0,1,0,0,4,5,1,"No",0,0.25,0.16,0,"No","No","No","Yes","No","No" +1536085,120,3,0,0,0,32,0,0,6,55,2,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1349787,5,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.93,0,"No","No","No","Yes","No","Yes" +2939812,28,2,0,0,0,0,0,0,5,10,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1344982,2,9,0,0,0,0,0,0,0,0,2,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1203075,0,4,0,6,6,6,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","Yes" +1357351,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1412704,0,2,0,39,64,89,9,30,57,97,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1612090,6,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","No","No","No" +1690808,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1984553,211,8,27,156,234,312,57,195,370,609,87,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +3085979,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1734605,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1979873,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1571437,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2176231,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3037984,5,2,0,0,0,8,1,3,3,5,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1473841,0,5,0,1830,3220,4867,0,0,0,0,188,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3058568,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1852392,18,NA,0,0,0,0,0,1,4,4,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1856768,2,8,0,0,0,1,0,0,2,2,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +2210381,98,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1736768,10,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +2970637,2,NA,0,0,0,0,1,2,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1396360,2,12,2,1,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +1943748,0,8,0,25,25,25,0,3,20,28,13,"No",0,0.95,0.96,1,"No","No","No","Yes","No","Yes" +1920149,14,8,0,0,0,0,0,0,1,1,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +2002612,71,2,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +1337168,74,52,0,0,0,0,2,8,16,26,0,"No",0,0.24,0.47,0,"Yes","No","Yes","Yes","No","No" +3126303,77,8,0,0,0,0,0,0,1,3,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1327801,3,8,0,0,0,0,1,1,2,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1797173,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3152519,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2200457,18,8,0,0,0,0,0,1,2,3,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +2294808,1,8,0,0,0,0,4,6,11,14,1,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +1972900,7,17,0,50,50,50,3,4,8,14,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3218002,17,8,0,24,72,96,6,21,50,72,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2807979,0,2,0,3,5,8,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","Yes","Yes","No","No" +1146515,29,9,0,11,18,39,3,15,40,67,10,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1209180,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2020604,98,11,29,30,90,120,13,40,91,162,35,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1353741,26,NA,0,0,0,0,1,2,3,6,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3037220,18,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2838032,4,2,20,10,10,10,0,0,0,0,0,"No",0,0.59,0.73,0,"Yes","No","No","Yes","No","No" +1198387,0,8,0,11,11,11,0,1,1,1,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2094938,27,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +2184627,30,8,0,40,95,139,12,44,75,126,6,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +2020781,2,4,1,4,8,12,2,6,8,15,2,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1799905,10,8,0,4,8,8,0,3,5,10,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2229380,0,4,0,259,409,457,0,2,9,11,18,"No",0,0.79,0.67,0,"No","No","Yes","Yes","No","Yes" +1957222,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1412540,25,12,3,1320,1680,2160,200,559,960,1471,328,"No",120,0.78,0.78,20,"No","No","No","Yes","No","Yes" +3232809,40,9,5,13,33,43,5,16,34,57,4,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2965327,162,8,7,153,306,459,49,137,238,372,60,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1189294,5,3,1,10,16,26,6,13,23,34,3,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1984908,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3268305,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1712644,463,6,25,540,1050,1458,147,581,1244,2085,141,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2109388,4,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2156972,0,4,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1624553,7,NA,0,0,0,0,0,3,4,7,2,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2250388,5,12,0,96,112,176,5,26,85,138,12,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2059817,81,8,0,24,96,144,23,75,162,244,32,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1394512,0,4,0,50,95,132,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +3028281,18,8,0,0,0,0,1,3,3,6,1,"No",0,0.87,0.88,0,"No","No","Yes","Yes","No","No" +3018088,4,2,0,3,6,9,2,7,9,15,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","Yes" +1525658,0,2,0,36,67,98,14,33,44,44,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1416800,2979,8,0,0,0,0,18,35,55,78,48,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +3063471,128,NA,0,0,0,0,0,0,3,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1227025,0,9,0,5,7,7,0,0,0,0,0,"No",2,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1120689,0,12,0,7,9,11,3,4,6,8,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1957564,31,NA,0,0,0,0,1,2,6,7,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1948541,79,52,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1718515,125,8,50,50,200,350,45,83,210,457,41,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3283433,333,2,0,0,0,0,0,3,4,4,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1615460,72,12,0,68,292,471,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +3189310,159,2,86,234,522,810,67,264,380,380,84,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1956506,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2837254,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1680317,4,2,0,0,5,5,0,0,0,0,0,"No",0,0.51,0.47,0,"Yes","No","Yes","Yes","No","No" +1603647,8,12,8,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2055145,2,12,0,5,7,9,0,3,5,8,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1991578,283,2,101,200,450,556,56,286,561,748,71,"No",0,0.85,0.69,0,"No","No","No","Yes","No","No" +2184373,3,8,0,0,2,4,0,1,4,5,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1857346,-4,2,24,178,290,434,39,66,73,73,31,"No",0,0.84,0.86,4,"Yes","No","No","Yes","No","Yes" +1550336,2,2,0,16,32,48,9,17,30,34,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +3190223,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.99,0.93,0,"Yes","No","No","No","No","No" +1388263,0,3,0,20,20,30,5,10,16,21,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1260896,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +2216238,2,2,0,6,6,6,0,0,0,0,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1299143,9,52,0,60,60,60,7,11,24,42,8,"No",0,0.99,0.97,0,"Yes","No","Yes","No","No","No" +1330265,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3268272,8,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2832543,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1301213,1,12,0,4,5,12,1,6,15,17,0,"No",0,0.1,0.16,0,"No","No","No","Yes","No","Yes" +1318142,1,NA,0,0,0,0,2,3,3,3,11,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1625485,14,12,0,0,0,0,1,3,4,7,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1734374,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1638556,2,8,0,9,9,9,1,2,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +3078126,2,4,3,2,6,8,3,10,26,36,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1662097,459,8,0,0,0,0,1,4,7,11,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +1711716,4,2,0,12,12,24,5,11,16,33,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2825443,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1542293,3,2,0,3,6,12,2,4,15,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1372975,0,8,0,15,15,15,1,4,14,20,0,"No",2,0,0,0,"No","No","No","Yes","No","Yes" +2114160,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1134175,78,8,2,0,50,50,5,22,48,69,20,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1520576,122,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1499432,42,2,0,0,0,0,0,0,0,0,1,"No",0,0.44,0.66,0,"Yes","No","No","Yes","No","No" +1237816,0,8,0,168,168,168,0,0,0,0,5,"No",0,0,0.04,0,"No","No","No","Yes","No","Yes" +1906705,477,12,0,0,0,0,4,23,23,23,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2114082,1,8,0,40,60,80,9,47,72,98,0,"No",40,0.53,0.54,0,"No","No","No","Yes","No","Yes" +3200009,2293,8,0,0,0,0,7,40,80,119,27,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1589074,22,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1413882,7,2,0,35,63,84,10,20,40,69,18,"No",0,0.09,0.37,0,"No","No","No","Yes","No","Yes" +3149257,29,4,0,31,107,166,5,39,80,122,3,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3025022,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2902006,11,12,0,0,0,0,0,0,1,1,2,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +1731061,2,2,0,10,20,20,3,4,7,7,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1605717,111,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2908631,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1939030,7,9,0,0,3,6,3,7,12,23,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1724841,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3274791,195,0,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","Yes","No","No","No" +1728059,12,9,0,0,2,4,0,3,9,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1264287,0,8,0,3,4,6,1,2,4,4,0,"No",0,0.23,0.23,0,"No","No","No","Yes","No","Yes" +2095177,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +3166630,10,8,0,4,5,6,0,1,2,3,11,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1839446,116,8,49,8,127,275,5,58,269,356,20,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +1219018,6,2,0,8,16,24,5,9,16,23,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1233484,4923,NA,0,0,0,0,8,23,44,72,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1527772,11,8,0,3,12,18,3,7,23,45,2,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1484250,8,2,0,0,12,12,1,8,16,26,1,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","Yes" +1440591,22,8,0,0,0,0,2,4,10,13,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +2046612,1533,4,780,900,1800,2700,313,1085,2323,3339,380,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2174087,127,2,0,0,0,0,1,6,16,36,5,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1872503,0,9,0,0,0,0,0,0,3,6,2,"No",0,0.43,0.45,0,"Yes","No","Yes","Yes","No","No" +3273306,6,9,1,0,1,6,1,6,11,15,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1386643,19,2,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3214834,23,2,0,0,0,0,0,1,3,3,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1850878,23,8,3,1,10,16,6,11,22,38,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1497847,1,2,0,36,68,104,6,6,6,6,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2257685,0,8,0,4,8,8,3,5,11,12,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","Yes" +2299407,1,8,0,37,49,55,7,18,34,49,6,"No",1,0.25,0.26,0,"No","No","No","Yes","No","Yes" +1129957,0,2,0,9,9,9,0,0,0,0,1,"No",0,0.33,0.25,0,"Yes","No","Yes","Yes","No","Yes" +1516716,648,8,65,1000,2000,2000,119,389,701,1306,193,"No",1000,0,0,0,"No","No","Yes","Yes","No","No" +3143329,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.88,0,"Yes","No","No","Yes","No","No" +1197743,0,8,0,1,1,1,0,1,1,1,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2119149,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2176269,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +3198895,1,9,0,1,2,3,1,1,1,2,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2154179,0,8,0,16,16,16,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","Yes" +1594034,0,12,0,5,8,10,0,1,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2987797,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1253549,0,2,0,3,3,6,2,2,3,4,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +1616110,15,2,0,0,0,0,2,13,18,23,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1832250,156,8,0,0,0,0,0,9,19,38,1,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +3049020,1,NA,0,0,0,0,1,7,10,18,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1139068,2,8,0,4,7,8,2,5,7,14,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2162383,58,17,12,39,52,100,10,46,94,134,32,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1927001,9,8,0,374,374,374,1,6,15,19,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1426652,212,2,0,91,182,273,40,117,233,310,42,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1181446,673,8,300,600,1380,2400,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1135905,5,8,0,4,16,20,6,9,26,42,4,"No",0,0.99,0.87,0,"No","No","No","Yes","No","Yes" +2818399,0,2,0,118,118,118,0,8,8,8,3,"No",0,0.19,0.38,0,"Yes","No","Yes","Yes","No","No" +1890449,5,12,15,122,225,332,31,73,130,176,45,"No",3,0.22,0.26,0,"No","No","No","Yes","No","Yes" +1344300,4,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3132857,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2987140,0,2,0,10,25,35,5,9,20,33,0,"No",0,1,0.6,0,"No","No","No","Yes","No","Yes" +2963249,128,9,0,50,53,106,17,51,129,201,19,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1472819,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +2940511,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1502743,25,8,1,0,4,16,1,14,32,44,7,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2232754,17,0,0,0,0,0,0,1,2,7,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1967059,1072,8,0,0,0,0,8,22,54,71,2,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2896242,5,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2963340,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1376459,1,8,0,1,3,7,1,4,9,13,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3051437,91,2,6,28,94,167,20,53,89,112,8,"No",1,-99,-99,0,"No","No","Yes","Yes","No","No" +1350346,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3069999,3507,8,0,0,0,0,125,582,1429,2551,248,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +1487621,17,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2177854,360,3,0,0,0,0,1,10,20,35,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2077540,75,8,41,144,240,336,54,169,325,526,42,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1420005,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2838802,53,2,0,0,30,45,11,27,46,77,9,"No",0,0.64,0.5,0,"No","No","No","Yes","No","No" +1494658,10,9,0,0,0,0,0,0,0,1,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1269558,22,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1468081,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2877964,2,8,0,264,264,264,2,3,12,16,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","Yes" +1583296,43,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1720979,1,9,0,0,0,0,0,1,1,1,2,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +1124539,24,9,0,0,0,0,1,5,15,25,0,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +1995521,-1,NA,0,0,11,14,1,9,24,45,4,"No",0,-99,-99,1,"Yes","No","No","Yes","No","Yes" +1287453,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +2965274,5,8,0,1,3,6,2,4,9,12,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2013493,172,8,0,0,100,200,18,73,151,228,41,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1171417,32,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1457629,1,9,0,2,4,6,1,3,3,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3209331,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +3050398,25,8,0,75,75,75,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1959239,10,8,18,28,63,83,9,28,52,68,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1869024,35,8,0,0,0,0,0,0,10,10,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1446928,2,2,0,2,3,3,0,2,2,2,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2298530,12,8,5,13,31,47,3,17,34,49,10,"No",0,0.52,0.7,0,"No","No","No","Yes","No","No" +2943063,1654,8,10,0,0,0,12,22,26,56,4,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1344008,8,2,0,0,0,0,4,5,6,13,0,"No",0,0.66,0.6,0,"No","No","Yes","Yes","No","No" +2853525,9,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3134494,225,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1686742,111,52,0,0,0,0,2,9,19,24,9,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +1785118,12,2,0,12,24,24,0,6,11,17,1,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1223783,31,8,0,7,7,7,0,0,3,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2855275,1,8,0,1,2,3,0,1,1,2,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1643188,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +1163797,0,2,0,1,1,1,0,0,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +3035322,20,8,0,0,0,0,0,0,2,6,1,"No",0,0.74,0.75,0,"No","No","Yes","Yes","No","No" +2090784,17,0,0,0,0,0,0,0,1,2,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1138763,5,2,0,0,2,5,0,0,7,10,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1120245,44,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2806198,30,4,5,68,103,138,21,62,95,131,15,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2203335,2,4,0,0,0,1,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2121743,22,8,0,0,0,0,0,1,6,7,3,"No",0,0.74,0.82,0,"Yes","No","No","Yes","No","No" +1480429,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2155419,7,9,0,43,43,46,8,20,34,58,3,"No",3,0.35,0.46,0,"No","No","No","Yes","No","Yes" +1567056,63,NA,0,0,0,0,2,6,11,23,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1736435,20,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1796860,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1722759,0,0,0,14,21,29,3,11,14,30,0,"No",0,0.93,0.86,0,"No","No","Yes","No","No","Yes" +2104260,125,2,0,0,0,0,0,0,8,11,1,"No",0,0.67,0.68,0,"No","No","No","Yes","No","No" +3203178,21,2,0,0,0,0,0,0,1,1,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1137976,295,2,10,145,290,580,117,232,460,613,139,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1426980,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"No","No","No","No","No","No" +2029920,106,8,0,0,0,0,8,29,56,80,10,"No",0,0.58,0.47,0,"No","No","No","Yes","No","No" +2134547,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2219288,13,2,30,0,0,0,2,5,17,22,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1141201,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +2106930,157,8,0,58,154,250,26,78,169,269,44,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","No" +1861967,31,2,0,25,50,75,6,24,48,70,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +2135964,75,52,0,0,0,0,0,0,2,4,1,"No",0,0,0,0,"Yes","No","No","No","No","No" +2060569,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1805466,561,2,396,292,1168,2044,246,775,1697,2395,186,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1648772,323,12,277,540,1200,1830,77,390,844,1096,189,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +3007127,17,8,0,0,0,0,0,1,3,5,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3189681,14,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1916842,831,8,1,0,0,0,10,23,44,77,6,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1382697,821,17,118,200,200,200,77,293,640,1145,200,"No",0,1,0.5,0,"No","No","No","Yes","No","No" +2296152,1761,8,0,0,0,0,6,45,64,147,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +2858794,27,4,0,0,11,11,5,10,15,25,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1518352,10,2,0,0,0,0,0,1,1,1,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1188059,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1431724,8,8,1,0,0,2,0,0,7,13,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1166947,23,2,0,20,20,20,0,0,0,0,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3176833,53,8,0,0,0,0,8,16,33,46,2,"No",0,0.81,0.84,0,"No","No","Yes","Yes","No","No" +2290395,4,12,0,0,0,0,0,0,0,0,3,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1338865,3155,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3173122,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1982556,10,8,0,0,0,1,0,2,6,9,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +3171629,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2266540,5,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2187324,57,2,0,0,10,22,4,24,65,72,19,"No",0,0.87,0.55,0,"No","No","No","Yes","No","No" +3264473,7,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2309926,3,8,0,16,32,48,6,22,44,59,5,"No",0,0.7,0.87,0,"No","No","No","Yes","No","Yes" +1266105,7,8,0,0,0,4,2,3,8,12,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2214150,32,2,0,0,0,0,0,5,12,17,0,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1183887,13,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","No","No","No" +1758906,929,8,240,1034,2007,2948,374,1114,2230,3390,867,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +3183566,31,8,0,0,0,0,3,10,22,32,26,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +2032647,4,8,0,5,5,8,2,5,8,14,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1521767,3,2,0,2,8,14,2,3,11,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2923668,27,8,0,0,16,16,0,1,2,5,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +3260409,2,8,0,2,4,5,1,2,5,7,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1638471,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1283327,185,4,230,15,15,15,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1384934,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +2962092,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1981514,17,8,0,36,60,84,3,19,54,79,0,"No",12,0.42,0.25,0,"No","No","Yes","Yes","No","No" +1899748,198,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2269045,12,8,0,0,0,0,0,0,0,3,1,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2101031,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2149240,28,12,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +2157141,79,4,0,0,0,0,2,4,8,11,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2886379,0,8,0,2,3,4,0,0,2,2,0,"No",1,0.19,0.49,0,"No","No","No","Yes","No","No" +1173087,14,10,0,0,0,16,3,8,19,30,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3080557,37,8,4,50,100,125,20,49,91,125,25,"No",0,0.87,0.7,0,"No","No","No","Yes","No","No" +3091577,3,2,0,14,28,42,3,21,42,60,0,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +2136742,6,2,0,0,0,0,1,2,2,2,1,"No",0,1,0.84,0,"Yes","No","No","Yes","No","No" +1799282,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1907663,6,2,0,4,4,4,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3033830,18,8,0,0,0,3,6,8,17,18,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1512042,26,2,6,0,5,5,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1427224,353,NA,0,0,0,0,0,0,8,12,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1467708,129,8,0,0,0,0,0,7,11,15,1,"No",0,0.16,0.14,0,"No","No","No","Yes","No","No" +3214514,1,2,0,10,20,25,4,12,24,27,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1150453,8,2,0,34,94,154,11,53,102,176,0,"No",34,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2029260,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +3258509,5,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1122114,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","Yes" +3064532,81,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2931994,196,12,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3011429,10,8,0,0,0,10,1,2,4,12,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3014128,0,8,1,104,104,104,5,11,11,23,16,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","Yes" +1467228,998,2,0,0,0,0,0,0,25,26,2,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1648224,299,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.68,0,"No","No","No","Yes","No","No" +1203098,0,12,0,10,10,10,0,0,0,0,0,"No",0,0,0.02,0,"No","No","No","Yes","No","Yes" +2015501,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2083707,8,12,0,14,20,34,4,14,22,31,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1800391,3,2,0,20,50,80,14,35,67,87,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3140505,21,8,32,134,279,428,80,257,462,519,40,"No",0,0.65,0.71,9,"No","No","No","Yes","No","No" +1133659,1,3,0,3,5,7,19,44,81,90,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2229331,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.35,0.37,0,"Yes","No","No","Yes","No","No" +1905464,23,8,0,0,0,0,0,1,3,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3126651,24,14,0,0,0,0,1,8,10,14,0,"No",0,0.96,0.89,0,"Yes","No","No","Yes","No","No" +1393025,135,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3002740,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1800375,23,12,0,0,0,20,6,18,56,78,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +2136186,3,8,0,0,1,2,0,0,2,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2982932,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +2035454,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1662476,71,4,2,0,0,8,10,26,47,70,11,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +2895021,958,8,13,555,1035,1611,331,961,1790,2757,330,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1890428,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3051884,3,2,0,1,4,6,1,3,6,13,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1327259,21,8,0,4,12,21,1,6,11,20,1,"No",0,0.07,0.03,0,"Yes","No","No","Yes","No","No" +1192697,30,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3057686,64,8,0,0,0,0,1,1,4,7,2,"No",0,0.81,0.78,0,"No","No","Yes","Yes","No","No" +2016575,3,0,0,606,894,1182,153,373,697,1064,274,"No",0,0,0,11,"No","No","No","No","No","Yes" +1658953,62,8,0,23,23,23,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +2978603,64,2,0,0,0,0,9,23,60,76,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1371544,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1827196,87,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"Yes","No","No","Yes","No","No" +3154250,63,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.5,0,"No","No","No","Yes","No","No" +1791907,244,12,0,0,0,0,2,6,6,6,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1983579,27,4,2,14,38,38,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1258194,0,8,0,24,48,60,1,13,25,40,10,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1846399,975,12,952,0,0,0,2,26,26,26,3,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3152433,0,2,11,0,0,0,0,0,0,0,1,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +1241533,4,8,0,3,7,9,3,5,9,16,3,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +1128981,12,2,0,8,8,8,1,1,8,15,1,"No",0,0.07,0.07,0,"Yes","No","Yes","Yes","No","No" +1801168,63,9,18,29,71,91,11,32,64,99,17,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1731344,9,9,0,0,0,0,1,4,5,5,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1470191,29,2,0,0,0,0,0,1,1,1,4,"No",0,0.37,0.4,0,"Yes","No","No","Yes","No","No" +2010168,-8,NA,0,0,0,0,17,51,96,125,28,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1636615,1,8,0,29,43,43,4,15,24,36,0,"No",1,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1173343,12,14,0,0,0,0,1,1,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2190488,25,8,0,0,16,16,3,13,25,35,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2312976,16,2,0,4,4,4,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +2313692,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1775641,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +3246688,4,8,0,12,28,51,6,18,36,45,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1291584,386,8,1,0,0,0,5,30,73,110,24,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1288715,0,8,0,1,1,1,1,1,1,2,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","Yes" +2303345,1168,NA,6,0,0,0,10,31,52,79,16,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2275255,742,12,6,0,0,0,37,102,199,333,62,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +2824731,0,4,0,6,9,15,5,7,11,14,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2982170,122,4,12,72,120,168,34,100,151,211,44,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1491812,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","No" +1335560,97,52,0,0,0,0,9,139,152,173,7,"No",0,1,0.82,0,"Yes","No","No","No","No","No" +3017802,203,12,102,320,680,1040,133,383,820,1241,78,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2987245,113,4,50,0,100,150,8,149,362,408,40,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +2186199,1,12,0,3,5,7,0,2,4,4,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","Yes" +1349594,2,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1595189,1,9,0,4,13,16,4,6,14,18,3,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2165534,13,8,0,0,0,0,1,1,3,3,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1877362,71,2,40,96,204,348,40,145,280,388,45,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1410416,1,8,2,5,5,9,2,6,11,14,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1864334,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1473719,1443,8,5,0,0,0,8,155,208,8286,85,"No",0,0.74,0.57,0,"No","No","Yes","Yes","No","No" +1785418,0,2,0,20,30,30,0,2,2,2,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","Yes" +1489338,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +1432527,-21,8,0,36,36,36,0,0,0,16,0,"No",0,0.84,0.89,21,"No","No","Yes","Yes","No","Yes" +1982568,4,8,0,264,264,264,0,1,11,17,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1489998,7,8,0,0,0,0,0,0,0,2,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1499186,4,2,0,0,2,4,0,2,5,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1353788,0,8,0,240,450,638,1,1,1,1,24,"No",63,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +2833505,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2978077,14,8,0,0,14,28,0,3,13,19,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1599709,322,12,50,334,685,1134,159,484,986,1429,121,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1531277,61,2,0,0,0,0,2,3,11,19,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3188746,383,52,0,0,0,0,0,1,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3002648,68,2,0,0,0,0,2,5,12,19,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1182084,95,9,143,0,91,169,15,97,170,220,34,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1604900,4,8,0,0,2,3,0,2,6,9,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2187637,1561,8,435,640,1540,1990,231,810,1750,2747,247,"No",0,0.61,0.55,0,"No","No","No","Yes","No","No" +1809512,114,8,415,1330,1775,2585,506,1109,1441,1973,433,"No",0,0.91,0.93,40,"No","No","No","Yes","No","Yes" +1961805,7,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1493461,3,2,0,0,0,0,2,2,5,9,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1259060,0,2,0,3,3,3,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2246498,51,8,5,21,48,72,9,24,70,115,37,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1208581,0,8,0,20,32,44,7,20,43,57,3,"No",0,0.95,0.98,0,"No","No","No","Yes","No","Yes" +1634350,0,8,0,3,3,4,0,1,1,3,1,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1657288,1,12,0,6,7,10,1,3,4,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1600882,125,8,0,0,0,22,14,45,91,149,36,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1423128,213,2,0,0,0,0,9,21,46,76,4,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +1263469,192,8,139,240,480,600,72,213,432,695,86,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1510896,232,8,4,560,942,1400,123,475,878,1329,172,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +3251856,94,8,0,0,0,0,0,0,2,34,3,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2979247,5,8,0,8,14,20,3,7,13,19,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2987197,0,2,0,18,29,30,0,0,0,0,1,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","Yes" +1361823,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1997415,10,8,0,36,66,90,8,20,44,80,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1130286,19,8,0,20,40,60,6,18,36,59,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2141574,0,12,0,10,14,18,0,6,12,16,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1117283,2,2,0,2,6,8,1,3,6,12,0,"No",0,0.99,0.81,0,"No","No","No","Yes","No","Yes" +1484095,9,8,9,0,0,0,3,4,10,19,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1757734,9,9,0,0,0,0,1,2,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3260068,1,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1603339,4,3,0,6,10,14,5,14,16,16,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1393097,64,NA,0,0,0,0,0,0,1,3,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1545081,6,8,0,31,68,68,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1876763,3,NA,0,0,0,0,0,0,5,5,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1923467,241,2,0,0,0,0,1,14,20,36,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2941193,50,8,0,0,0,0,3,3,3,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2141941,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","Yes" +1891128,0,16,0,6,6,6,0,0,1,3,1,"No",0,0.38,0.44,0,"Yes","No","Yes","Yes","No","Yes" +1608018,39,2,0,0,0,0,3,5,5,7,0,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","No" +3106607,18,9,0,14,14,14,1,5,23,37,1,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3126564,540,2,25,0,460,880,113,424,652,814,80,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1259026,40,8,1,49,60,93,23,60,102,132,35,"No",0,0.71,0.72,0,"No","No","No","Yes","No","No" +3247374,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1297119,126,8,0,0,0,0,1,2,7,10,0,"No",0,0.48,0.56,0,"No","No","Yes","Yes","No","No" +1136225,0,2,0,5,5,5,1,2,2,2,1,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","Yes" +1870567,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1346527,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +2242925,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.87,0.91,0,"Yes","No","No","Yes","No","No" +1790930,21,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2298245,6,2,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2820159,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +3233937,65,2,0,0,0,0,3,4,24,32,4,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3180656,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1180794,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1684403,62,8,0,0,68,102,9,33,64,130,8,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +1122268,2132,8,0,0,0,0,45,94,295,484,55,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +1348476,5,12,0,75,129,177,6,31,77,119,0,"Yes",6,0.47,0.39,0,"No","No","No","Yes","No","Yes" +1381111,99,2,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +2986104,2,2,0,0,0,0,0,0,1,1,0,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2878051,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2922046,52,2,0,163,286,390,8,53,166,296,50,"No",0,0.68,0.73,0,"No","No","Yes","Yes","No","No" +3149516,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1386420,3,8,0,0,0,1,1,1,1,2,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3204182,23,2,0,9,30,45,14,45,92,129,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1375874,9,9,6,6,6,12,1,9,12,16,4,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1822394,0,2,0,4,4,6,3,5,8,13,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","Yes" +3120576,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.84,0,"No","No","No","Yes","No","No" +2925022,3,4,0,0,1,1,3,3,7,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1218854,55,8,4,23,46,69,8,18,49,91,17,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1701614,3,8,0,0,0,0,1,1,1,1,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1858722,14,12,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2261973,0,8,0,10,10,10,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2000005,3,8,0,28,42,56,8,21,35,58,15,"No",0,1,0.9,0,"No","No","No","Yes","No","Yes" +1211022,0,2,0,4,7,7,0,0,1,1,0,"No",3,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +3237328,2,12,0,3,6,6,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1331482,493,8,10,600,1400,1400,158,542,1021,1996,71,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1226849,36,NA,0,0,0,0,0,2,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2204659,2,2,0,111,111,141,15,36,84,132,24,"No",0,0.69,0.75,1,"No","No","No","Yes","No","Yes" +1571182,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1477674,206,8,2,0,0,0,15,55,104,173,19,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +1937143,65,8,0,0,400,400,6,48,108,149,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1566528,4,8,0,4,8,12,1,4,9,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1857616,10,9,0,6,21,28,2,9,17,24,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1905858,1,9,0,17,32,47,4,8,13,15,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1225210,10,2,0,26,41,56,6,31,46,46,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","Yes" +1988921,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"Yes","No","No","Yes","No","No" +1226837,7,2,0,2,6,8,3,5,8,13,0,"No",0,0.68,0.88,0,"No","No","No","Yes","No","No" +1762061,30,8,18,0,18,18,4,20,39,62,8,"No",0,0.87,0.88,0,"No","No","Yes","Yes","No","No" +3046829,0,0,0,1,1,1,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1570883,15,12,0,0,0,0,0,0,0,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2165362,66,12,0,0,0,0,1,1,1,1,7,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1948811,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.8,0,"No","No","Yes","Yes","No","No" +1673887,7,8,0,0,0,0,0,0,0,1,1,"No",0,0.25,0.36,0,"No","No","No","Yes","No","No" +2963089,990,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2105235,6,8,0,8,8,8,0,6,11,19,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3035562,792,NA,0,0,0,0,11,29,73,97,32,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1666850,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1553671,0,8,0,4,6,8,1,1,5,6,0,"No",1,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +1927680,1,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1273933,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.45,0,"No","No","No","Yes","No","Yes" +1200165,3,8,0,0,0,1,0,0,1,3,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +1200008,246,8,0,0,0,0,32,76,119,177,12,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2113220,3,8,0,3,6,12,0,1,6,9,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1993701,76,8,0,7,35,49,5,26,61,101,18,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1442282,0,8,0,20,20,26,7,28,49,65,3,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1537576,6,12,0,0,0,0,0,0,0,0,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1691397,13,8,8,17,31,52,16,39,55,71,6,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1546739,11,8,0,0,0,0,0,2,6,10,2,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3226930,0,5,0,25,42,42,0,0,0,0,0,"No",0,0.65,0.71,0,"Yes","No","Yes","Yes","No","Yes" +1388076,2,8,0,20,20,20,2,4,7,11,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","Yes" +1205667,9,8,0,51,71,121,1,51,70,91,5,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +2111718,4,8,0,4,8,8,0,2,2,2,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +3118107,50,12,0,0,0,0,0,4,10,19,7,"No",0,0.73,0.7,0,"No","No","Yes","Yes","No","No" +3251318,0,4,4,2,2,2,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1664570,7,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1840780,10,12,6,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2915105,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +3155720,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1551669,1,8,0,23,35,53,3,10,23,33,5,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1372396,64,8,1,100,100,100,9,71,118,151,39,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3094874,15,2,0,0,0,0,0,0,0,4,0,"No",0,0.98,0.95,0,"Yes","No","No","No","No","No" +1530261,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1513047,25,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1679788,14,2,0,0,20,20,4,9,14,14,1,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","Yes" +1933488,0,8,0,66,95,95,0,0,0,0,13,"No",0,0.77,0.65,0,"Yes","No","Yes","Yes","No","Yes" +1725134,0,8,0,7,7,14,2,5,8,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2313167,0,12,0,1,1,1,1,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1972886,2495,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1515897,246,12,5,0,0,0,5,37,81,126,17,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1314555,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1686681,3,12,0,46,69,92,11,29,53,71,6,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2852276,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2084146,10,4,0,0,4,6,5,10,19,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1199660,0,4,0,0,0,0,0,0,0,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3235522,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +1455563,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1607731,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"Yes","No","No","No","No","No" +3252528,4,2,0,3,3,3,1,2,4,6,0,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +1902773,25,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1397535,1,4,1,2,5,7,1,3,6,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1581894,26,2,0,0,0,0,2,2,2,2,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3115395,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1628185,107,8,0,0,0,0,3,16,30,38,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2201346,18,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3021049,6,8,0,4,8,12,1,5,7,11,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1116782,243,4,0,0,40,80,80,186,348,625,12,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3049051,12,4,8,0,0,0,5,11,13,14,7,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +2252829,17,8,0,45,45,90,6,19,39,65,3,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1395194,0,6,0,12,24,30,0,7,9,17,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2043285,3,0,0,1,4,7,1,2,5,8,2,"No",0,0,0,0,"No","No","No","No","No","No" +2096146,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1488413,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.7,0,"No","No","No","Yes","No","No" +2874737,12,9,0,0,0,0,0,1,7,12,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2809929,70,8,0,10,125,215,25,70,167,282,4,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1449972,306,2,46,300,600,960,95,333,599,847,102,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2811910,59,2,0,0,0,0,0,0,14,14,0,"No",0,0.66,0.66,0,"Yes","No","No","Yes","No","No" +1704496,152,52,0,108,108,108,71,232,396,653,84,"No",0,0.84,0.89,0,"Yes","No","No","No","No","No" +2156505,89,8,117,193,397,559,76,226,411,649,47,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +3251636,0,2,0,23,33,33,0,0,0,0,2,"No",0,0.77,0.64,0,"No","No","No","Yes","No","Yes" +2236042,1996,52,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1840021,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2233229,9,8,3,24,38,52,8,18,37,61,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1338087,49,8,25,28,64,82,9,40,76,113,17,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2123234,4,8,1,0,0,0,3,4,9,13,0,"No",0,0.15,0.09,0,"No","No","No","Yes","No","No" +2296119,8,8,0,0,0,0,1,2,7,11,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1420741,0,2,0,20,23,23,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +2930210,36,8,0,0,50,50,11,28,86,112,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3124550,40,9,0,0,0,0,0,0,0,0,3,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3168869,1089,8,167,3163,5827,7603,773,2516,4538,6626,623,"No",0,0.85,0.93,0,"No","No","Yes","Yes","No","No" +2962725,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +1274302,1,8,0,13,20,27,6,13,18,27,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1649608,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1713233,260,2,150,0,110,220,8,54,180,217,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2886619,36,8,64,18,18,18,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","Yes","Yes","No","No" +1574617,10,8,0,0,0,0,0,0,0,2,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1328832,8,8,0,0,1,4,0,2,5,6,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1950475,3,8,0,4,10,16,1,4,10,14,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +3197977,1,12,0,1,1,2,0,0,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1867070,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1874762,175,20,3,0,4314,4314,23,90,159,289,55,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1914862,3,8,0,0,0,0,1,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1352750,14,2,10,30,60,90,5,28,61,76,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3196205,20,8,0,0,16,32,1,9,26,47,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3250492,2579,2,478,2496,5304,8268,638,2043,3963,5473,901,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1543140,39,15,8,50,116,164,23,73,98,137,23,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2197535,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.35,0.37,0,"No","No","No","Yes","No","No" +1807350,8,8,0,7,21,35,2,15,28,47,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +3052507,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2311082,1,8,0,0,0,0,0,0,1,1,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1510272,13,8,0,32,64,96,11,25,47,70,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2281149,47,8,0,0,0,0,0,0,2,2,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1376082,7,4,31,1,21,26,127,407,747,1025,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1448523,7,12,0,0,0,0,1,4,6,8,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1194399,31,9,0,0,0,0,0,0,1,2,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2857058,42,8,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2126653,148,8,0,0,0,0,17,33,53,84,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1310359,2,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1562712,4975,2,0,0,0,0,0,0,10,15,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +3160426,703,2,586,349,1012,1333,152,580,1058,1577,166,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1355314,3,8,0,0,0,0,1,4,10,17,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1574701,6,8,0,0,0,0,0,0,1,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1743966,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2197699,5,8,0,0,0,0,0,0,1,1,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1160841,4,2,0,3,6,9,1,4,14,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1218469,1,8,0,1,2,3,0,1,1,2,1,"No",0,0.6,0.68,0,"No","No","No","Yes","No","No" +1889224,44,8,0,108,180,260,14,84,159,194,25,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1246678,304,8,0,0,0,0,1,10,20,41,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1246535,5,2,15,0,4,4,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1241175,6,12,0,20,20,20,2,6,17,20,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2142537,24,52,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +2227271,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.52,0.47,0,"No","No","No","Yes","No","No" +1467593,15,8,0,0,0,0,0,0,2,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1195343,12,2,0,8,8,8,0,0,0,0,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1949457,123,4,0,0,0,0,0,2,11,11,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1879156,10,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1567266,175,2,39,144,288,432,76,194,358,493,115,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2073198,2291,8,729,3360,6660,9810,1057,3511,7407,11758,975,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3267180,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2302102,305,5,96,403,1007,1701,185,625,1326,1743,98,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1463360,30,8,0,0,0,9,2,15,23,38,3,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1384671,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +3087822,0,4,0,16,32,64,9,30,45,59,3,"No",0,0.87,0.91,0,"No","No","No","Yes","No","Yes" +1662056,6,12,0,11,11,17,0,10,13,30,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +2905813,88,10,3,54,108,180,20,65,141,210,32,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2861130,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1593837,16,8,0,0,0,0,0,1,1,3,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1386305,3,2,0,4,8,12,1,4,6,11,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +3051766,3747,8,0,0,0,0,461,1023,1660,2403,65,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1806209,412,4,237,1071,2100,3129,446,1259,2317,3235,350,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +3151459,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +1299220,871,4,126,1400,1400,1400,167,499,958,1506,203,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2058809,10,8,0,0,0,0,2,3,6,10,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1260494,4,2,0,10,20,30,1,3,9,23,0,"No",0,0.92,0.91,0,"No","No","No","Yes","No","Yes" +2139067,767,8,0,0,0,0,0,0,14,40,19,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2180961,37,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3099845,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.21,0,"No","No","No","Yes","No","No" +1191248,0,12,0,11,11,11,0,3,5,6,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1208167,14,2,0,0,0,0,0,1,3,3,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1168871,3,9,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2186986,0,8,0,3,4,5,1,3,5,5,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","Yes" +2225376,5401,2,2021,11700,23000,33700,3094,9974,20972,33039,2803,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1560843,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1434835,53,12,0,0,0,0,2,6,12,17,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1380761,12,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1798971,2,10,0,1,3,4,0,1,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1254630,196,8,83,180,360,460,46,150,272,540,98,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +2304218,200,4,67,130,262,328,35,122,262,367,49,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2191841,670,4,0,0,0,0,0,2,12,26,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3185541,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1469019,126,2,51,130,280,400,59,164,286,463,74,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3238657,47,8,0,0,0,0,0,0,1,1,1,"No",0,0.34,0.37,0,"No","No","No","Yes","No","No" +2846267,4,8,0,0,0,0,0,0,0,2,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3044944,0,2,0,8,14,15,0,0,0,0,0,"No",0,0.58,0.45,0,"Yes","No","Yes","Yes","No","No" +3129701,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2255208,5,2,0,20,40,40,11,26,34,34,0,"No",0,0.64,0.52,0,"Yes","No","No","Yes","No","No" +3189294,35,4,0,0,13,39,7,19,20,89,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2112319,11,8,0,0,0,0,0,1,2,2,0,"No",0,0.72,0.86,0,"No","No","No","Yes","No","No" +1851575,72,8,248,432,675,891,220,592,932,1260,77,"No",0,1,0.96,135,"No","No","No","Yes","No","No" +2214724,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1825822,7,12,0,3,3,3,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1340371,388,8,66,330,792,1145,142,475,945,1426,196,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2258578,20,3,4,0,36,54,5,14,34,55,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2899599,72,8,57,214,370,514,35,142,271,418,93,"No",0,0.92,0.96,2,"No","No","No","Yes","No","No" +3140733,70,2,9,44,77,110,31,70,138,189,49,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3187818,130,8,0,0,0,0,4,7,14,25,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2932449,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","No","Yes","No","No" +1758122,58,NA,0,0,0,0,15,47,83,126,23,"No",0,-99,-99,0,"No","No","No","No","No","No" +1712280,17,2,0,0,21,21,3,3,3,3,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +3187913,21,8,0,0,0,0,1,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2201541,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1847260,16,2,132,693,1344,2016,191,478,925,1511,113,"No",0,0.95,0.87,36,"No","No","No","Yes","No","No" +1490503,33,4,0,0,0,0,0,3,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2020798,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3090240,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1762824,10,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2059829,53,8,0,83,148,194,13,58,109,197,19,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1416208,315,8,98,858,1318,1678,243,731,1380,2235,382,"No",60,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1240017,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1729538,28,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1391819,-227,15,12,1332,2016,2664,241,666,1303,2150,175,"No",72,0.05,0.08,232,"No","No","No","Yes","No","Yes" +2001855,3,52,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1534788,4,8,0,36,36,36,6,13,22,41,6,"No",0,0.75,0.86,0,"No","No","No","Yes","No","Yes" +1950890,1,3,0,0,1,1,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1641904,6,9,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3017526,0,2,0,4,4,4,3,6,6,6,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","Yes" +1515979,5,8,0,0,22,22,6,9,16,25,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2296725,24,8,0,0,0,0,4,13,19,24,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +2111444,245,2,27,172,450,789,123,418,980,1074,65,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1570765,745,8,3,0,0,0,57,227,323,385,66,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1345901,2,12,0,4,4,5,0,1,2,5,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1711024,765,8,11,0,0,0,9,35,67,100,22,"No",0,0.75,0.51,0,"No","No","No","Yes","No","No" +1229722,13,8,0,294,486,678,62,164,303,450,64,"No",72,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1822454,28,8,0,0,0,0,0,3,11,19,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1701162,10,4,0,0,0,0,3,3,3,4,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1287202,11,2,0,0,0,0,1,6,9,18,0,"No",0,0.05,0.24,0,"No","No","No","Yes","No","No" +1455333,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +2907199,51,52,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2829555,78,2,23,71,142,213,29,106,171,231,26,"No",0,0.88,0.92,0,"No","No","Yes","Yes","No","No" +2137230,10,8,0,0,0,0,0,0,0,1,1,"No",0,0.66,0.73,0,"No","No","No","No","No","No" +1297110,230,4,210,152,416,482,52,167,295,424,55,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2208547,18,4,0,0,0,0,0,1,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2173565,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1946898,159,8,0,0,0,0,1,6,24,29,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1830634,48,8,3,286,499,669,38,181,389,636,34,"No",19,0.51,0.53,0,"No","No","Yes","Yes","No","Yes" +2165661,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.59,0,"No","No","Yes","Yes","No","No" +2818083,74,8,0,0,0,0,6,11,21,26,8,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1376688,24487,8,0,0,0,0,14,16,44,66,69,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2222497,2,2,0,6,15,24,2,8,14,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1250483,474,3,385,717,1549,2317,200,765,1385,2122,338,"No",0,0.75,0.63,0,"No","No","No","Yes","No","No" +1733934,16,14,0,0,0,21,3,7,7,9,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3169821,1897,52,0,0,0,0,9,22,44,69,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3246953,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1356697,46,8,20,1904,2907,4126,701,1670,2925,3604,564,"No",234,0.65,0.67,26,"No","No","Yes","Yes","No","Yes" +3135946,13,12,0,0,0,4,1,5,8,13,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1392520,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2008144,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2937503,202,12,11,130,260,390,25,197,295,404,57,"No",0,1,0.9,1,"No","No","No","Yes","No","No" +1970835,4456,8,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.79,0,"No","No","No","Yes","No","No" +1738331,24,2,0,0,0,0,3,4,8,18,2,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +1407795,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2030505,70,2,0,0,0,0,1,4,6,7,0,"No",0,0.82,0.82,0,"Yes","No","Yes","Yes","No","No" +1115711,5,4,0,0,15,15,3,5,8,12,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","Yes" +1158423,120,2,0,0,0,0,1,1,2,4,1,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +3077946,3,4,4,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1892989,41,8,8,31,66,96,13,39,69,104,19,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3049048,109,10,3,22,22,22,21,35,48,72,45,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2201329,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3020013,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1922199,239,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1735210,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2160020,4975,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3023965,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1656772,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1680137,6,12,0,0,0,0,0,0,0,3,0,"No",0,0.44,0.38,0,"Yes","No","No","Yes","No","No" +3207261,3,9,0,0,0,0,0,1,3,3,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2253876,0,8,0,1,1,1,0,0,0,1,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","Yes" +1744503,3,2,0,0,0,0,1,1,1,1,1,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +3225753,47,8,0,0,0,0,0,0,0,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1236931,0,8,0,24,28,36,2,6,15,25,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +1954630,1,3,2,7,13,17,1,6,16,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1384863,2,8,0,10,15,20,4,6,10,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1455483,0,12,2,5,8,12,2,5,7,12,0,"No",1,0.78,0.78,0,"No","No","No","Yes","No","No" +3095462,79,9,0,0,0,0,1,7,11,18,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2933193,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2908054,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2306510,141,2,0,0,0,0,4,5,14,23,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2276045,0,2,0,636,636,636,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3239919,194,2,0,0,0,0,1,2,2,3,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2906976,20,4,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1269491,163,8,0,0,150,150,14,50,115,187,28,"No",0,0.54,0.22,0,"No","No","Yes","Yes","No","Yes" +2837088,38,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.95,0,"Yes","No","Yes","Yes","No","No" +3030397,168,2,0,0,0,0,4,12,18,24,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3275363,16,9,0,0,0,0,0,3,6,7,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3284352,4,8,0,0,0,0,1,2,5,8,0,"No",0,0.48,0.52,0,"Yes","No","No","Yes","No","No" +1305235,14,8,4,12,24,36,2,11,17,37,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +1118234,257,4,0,28,171,335,50,217,454,652,90,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1759656,249,8,0,0,0,0,3,9,22,42,5,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1518764,0,8,0,6,6,6,0,1,4,10,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2294924,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3068796,16525,9,0,0,0,0,0,1,1,1,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1528662,454,8,0,1400,2800,2800,516,1623,2047,2422,452,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1423276,145,8,0,0,0,0,0,2,5,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2983798,5,8,0,0,0,0,3,4,5,7,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1116738,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1723760,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1871027,69,8,7,90,138,186,31,96,184,275,15,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1512515,5,0,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2242709,62,4,0,0,0,0,4,10,17,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1573876,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1720095,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1759310,40,4,14,28,55,79,14,31,68,97,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1340817,0,8,0,2,3,4,0,2,2,3,0,"No",0,0.51,0.41,0,"No","No","No","Yes","No","Yes" +1664336,34,2,0,0,0,0,6,14,36,49,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1218392,76,8,0,54,90,102,6,36,80,143,30,"No",0,0.53,0.68,0,"No","No","No","Yes","No","No" +1647658,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1907907,245,8,51,256,544,832,70,242,530,848,253,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +2139686,78,8,0,96,144,192,20,55,123,201,28,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2145552,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3165615,15,8,0,0,0,0,0,0,3,3,0,"No",0,0.86,0.94,0,"Yes","No","No","Yes","No","No" +1170794,6,8,0,0,0,0,2,8,21,27,0,"No",0,0.92,0.75,0,"Yes","No","No","No","No","No" +1893103,338,12,0,0,0,0,0,0,6,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1510807,3,2,0,1,5,5,6,11,17,40,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1877215,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1854226,44,2,0,17,17,17,6,13,28,41,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2305609,149,8,42,160,360,560,55,201,392,575,61,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1314367,166,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1404449,4,8,0,0,0,0,0,0,1,4,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2038641,8,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","No","No","No" +1992919,1,8,0,2,4,6,0,2,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2828165,7,9,0,0,0,2,1,3,5,5,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2914140,87,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1957200,1,2,0,6,12,12,5,7,7,7,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1527218,20,8,0,337,589,715,48,270,584,848,98,"No",0,0.45,0.45,1,"Yes","No","No","Yes","No","Yes" +1137305,0,8,0,3,4,6,2,3,4,8,0,"No",0,0.83,0.71,0,"No","No","No","Yes","No","Yes" +2047933,568,8,12,0,0,500,58,174,354,595,172,"No",0,0.73,0.6,0,"No","No","No","Yes","No","No" +1743207,293,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2940121,11,12,0,7,7,21,1,9,21,39,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2806528,23955,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2040972,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1973820,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2075715,12,8,0,0,0,0,0,2,2,2,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2292642,3,9,0,0,0,0,1,1,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2817683,8,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1748396,46,12,0,10,22,70,18,35,80,111,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1750809,3,8,0,6,12,12,3,5,7,16,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1248872,9,8,6,24,42,72,9,29,57,71,0,"No",0,0.79,0.42,0,"No","No","No","Yes","No","No" +1624668,429,2,250,569,1141,1593,219,731,1414,2265,126,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1207429,159,NA,72,0,0,0,25,66,140,197,19,"No",0,-99,-99,0,"No","No","No","No","No","No" +1115382,8318,4,85,0,0,0,162,408,772,1262,92,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2192178,0,3,12,13,32,52,9,28,34,42,4,"No",4,0.34,0.31,0,"Yes","No","No","Yes","No","No" +3099120,199,NA,0,0,0,0,10,24,45,62,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1706775,50,4,0,0,0,0,0,10,11,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3131256,37,8,15,30,72,120,6,29,70,111,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +2028878,71,9,0,0,0,0,0,0,0,0,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1857801,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1822149,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1512861,228,2,9,0,100,100,39,91,173,328,33,"No",0,0.4,0.6,0,"No","No","No","Yes","No","No" +1545892,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2916219,6,2,2,228,423,687,22,29,50,69,15,"No",0,0.2,0.5,0,"No","No","No","Yes","No","Yes" +1320713,12,2,18,36,36,36,19,19,20,21,0,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","No" +3085550,3,8,0,0,1,2,0,1,1,2,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +1985384,61,8,0,268,332,469,136,238,394,507,125,"No",0,0.97,0.98,2,"No","No","No","Yes","No","Yes" +2246648,2307,16,528,0,0,0,253,659,800,850,260,"No",0,1,1,0,"No","No","No","Yes","No","No" +2185903,0,2,0,72,72,72,0,0,0,0,2,"No",0,0.36,0.44,0,"No","No","No","Yes","No","Yes" +2850039,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1295245,0,2,0,65,65,65,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1325271,0,8,0,1,1,1,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +2215830,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1368959,39,8,0,51,141,231,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2104187,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.12,0,"Yes","No","No","Yes","No","No" +1952590,333,4,0,0,0,0,0,2,5,8,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2240858,277,2,190,164,392,580,84,253,507,765,119,"No",0,0.94,0.81,0,"No","No","Yes","Yes","No","No" +1119407,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1167355,1,4,0,8,12,16,3,7,14,20,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2297701,295,8,0,0,0,0,4,4,4,6,2,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +2147516,0,2,0,20,40,50,12,22,43,54,1,"No",0,0.54,0.65,0,"No","No","No","Yes","No","Yes" +1695978,8,8,0,96,96,96,9,20,35,58,6,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +2050529,3,8,0,0,0,0,0,0,1,1,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1665780,104,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2958831,1,8,0,0,1,1,0,0,0,1,0,"No",0,0.94,0.95,0,"No","No","No","No","No","No" +2925324,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1593509,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2861488,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2951007,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3182747,3,4,0,18,27,36,5,12,23,39,8,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1830728,0,2,0,27,27,27,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1681812,15,2,1,10,10,10,0,0,0,0,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1734415,0,8,0,4,6,8,3,4,6,8,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","Yes" +1803773,24,NA,0,0,0,0,0,3,5,13,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1529056,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1149057,997,8,0,627,1474,2200,208,820,1532,2546,250,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1720205,0,12,0,50,50,50,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","Yes" +2067896,0,9,0,17,31,43,1,4,6,11,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2082730,4,8,0,9,15,25,1,9,15,19,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","Yes" +1978424,2481,8,0,0,0,0,1,17,17,17,3,"No",0,0.02,0.27,0,"No","No","No","Yes","No","No" +1435205,11,2,0,14,36,52,6,25,51,75,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +3133682,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1284356,63,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1952229,34,8,0,0,0,0,0,0,0,1,2,"No",0,0.84,0.82,0,"Yes","No","No","Yes","No","No" +1551617,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1217978,196,NA,73,0,0,0,58,225,464,769,64,"No",0,-99,-99,0,"No","No","No","No","No","No" +2299733,99,12,0,0,0,0,1,1,2,2,2,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2029404,27,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +3105064,111,8,3,43,122,193,31,65,153,272,44,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1540437,1,8,0,48,72,72,7,18,25,46,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2841589,12,8,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3273216,14,2,13,39,78,130,11,40,87,116,10,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1619908,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +1453658,20,9,0,14,30,54,1,14,27,36,4,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3197063,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1451503,1,8,0,3,5,6,1,2,3,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2046435,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2823992,243,52,0,0,0,0,3,4,6,10,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1974144,0,2,0,32,32,32,1,1,1,2,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1966597,11,NA,0,0,0,0,4,13,23,31,4,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1692273,1143,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1712153,2,10,0,0,0,1,0,1,1,1,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2015012,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +1364338,28,2,0,0,0,0,1,2,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1867859,4,8,4,78,126,158,19,61,116,194,24,"No",5,0.3,0.26,0,"No","No","No","Yes","No","Yes" +3043636,247,2,0,0,0,0,22,50,135,168,12,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +1497462,0,8,0,7,7,7,1,4,6,7,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2171391,35,8,1,0,15,15,4,7,13,23,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +2148684,120,8,0,87,147,167,12,45,143,201,0,"No",0,-99,0.18,0,"No","No","No","Yes","No","No" +1324948,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1576703,10,2,0,0,0,0,1,2,2,4,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +2025304,5,2,0,0,0,0,1,4,7,7,1,"No",0,0.79,0.38,0,"Yes","No","No","Yes","No","No" +1570970,1,10,0,1,2,3,1,1,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1139389,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1391797,562,2,12,540,1350,2025,238,635,1244,1781,187,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2052106,6,12,0,0,0,0,0,1,2,3,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +2016859,28,8,0,0,0,0,3,12,27,47,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2242794,607,8,2000,400,1000,2800,12,1183,2676,3903,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2223195,93,2,1,0,0,14,7,28,61,97,11,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +3251558,0,8,0,3,3,4,0,0,1,4,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +1575661,13,4,0,0,0,0,0,0,0,0,4,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2840441,89,8,105,194,281,397,71,181,314,483,53,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1723837,14,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1494212,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1488982,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2803041,53,8,5,60,60,60,15,34,56,85,21,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2302026,66,2,55,112,240,376,43,160,280,391,43,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1663713,57366,8,46,73541,138018,187287,224,499,992,1435,154,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1240753,5,2,0,1,2,2,1,7,8,11,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +2172180,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.09,0,"No","No","No","Yes","No","No" +1156609,5,8,0,0,2,4,1,1,4,9,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3125560,4,15,0,0,0,0,0,0,2,4,2,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2028046,14810,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2197766,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +3264238,6,8,1,0,1,3,0,2,3,5,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1862295,46,2,9,100,160,220,25,51,83,151,28,"No",0,1,0.99,2,"No","No","No","Yes","No","No" +1382625,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1469844,-152,12,0,615,861,984,133,299,513,692,0,"No",0,0,0.01,69,"No","No","No","Yes","No","Yes" +1468587,0,8,0,14,21,28,3,9,12,19,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","Yes" +1114548,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1388189,65,4,5,0,0,10,13,32,51,81,11,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1837040,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1466972,11,2,0,26,54,74,6,14,28,64,7,"No",0,0.91,0.85,0,"No","No","No","Yes","No","Yes" +1690279,23,8,0,0,0,0,0,1,2,2,0,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +1947302,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2988617,3,8,5,123,123,123,4,9,13,27,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1738463,4,8,0,0,10,10,0,3,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1599706,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +3003628,4975,52,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1764435,8,8,0,519,701,883,40,249,586,844,140,"No",0,0.45,0.45,5,"Yes","No","No","Yes","No","Yes" +3002370,3,2,0,132,228,336,18,48,61,63,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","Yes" +1156907,2,8,0,3,9,12,3,7,10,16,1,"No",0,0.91,0.96,0,"No","No","No","Yes","No","Yes" +2871794,3,2,0,6,6,6,0,0,0,0,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +1165459,263,2,0,0,0,0,0,0,1,1,4,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +3044073,7,14,0,0,0,0,0,1,1,5,1,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2070481,30,8,0,0,0,0,0,1,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1896515,0,8,1,7,12,18,1,5,5,5,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1451168,71,12,0,0,48,88,20,40,63,112,15,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1488209,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3147183,49,17,0,0,0,0,1,3,4,8,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1116990,6,9,0,0,0,0,0,2,2,2,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2042089,26,8,0,0,0,0,0,1,1,1,2,"No",0,0.92,0.96,0,"No","No","Yes","Yes","No","No" +1901675,16,8,0,80,136,176,20,53,80,157,25,"No",8,0.46,0.45,0,"No","No","No","Yes","No","No" +1644774,23,9,0,0,0,0,1,4,15,27,17,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2277864,23,4,0,0,0,0,1,1,1,1,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1664894,3,2,0,6,10,16,1,8,11,14,0,"No",0,0.97,0.94,0,"Yes","No","Yes","Yes","No","No" +3159484,252,8,111,624,1456,2080,660,1292,2344,3621,210,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1681813,356,2,134,396,834,1266,160,411,422,422,178,"No",0,0.86,0.87,0,"No","No","Yes","Yes","No","No" +3066245,103,8,0,0,0,0,0,2,2,2,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1118614,16,4,0,0,0,0,2,5,11,14,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1285559,416,12,59,660,1430,3190,179,998,2806,3338,214,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1560514,15,8,0,37,72,100,3,14,80,120,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +2188540,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1389882,0,12,0,7,7,10,0,2,5,10,5,"No",2,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3092399,163,4,0,0,0,0,3,15,34,62,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2819642,40,8,1,96,96,96,5,15,35,51,71,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +3251941,45,8,0,26,52,78,4,24,44,75,19,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1278874,423,8,1,0,0,99,6,30,93,135,37,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2831983,3040,8,0,0,0,0,80,160,240,500,35,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1154235,14,6,0,38,48,48,20,32,75,128,23,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1376361,367,8,9,0,0,0,14,58,145,223,32,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1239237,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.89,0,"No","No","Yes","Yes","No","No" +3157650,-19,8,8,90,138,192,44,98,175,223,0,"No",0,0.99,0.99,19,"No","No","No","Yes","No","No" +2866645,12,8,0,0,0,0,1,2,2,2,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1628798,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1584630,0,2,0,1,1,1,0,0,0,0,1,"No",0,0.37,0.43,0,"No","No","No","Yes","No","No" +2188370,40,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.4,0,"Yes","No","No","Yes","No","No" +2820980,98,8,0,72,144,204,28,136,211,333,30,"No",0,0.86,0.6,0,"No","No","No","Yes","No","No" +2808371,1832,16,0,0,0,0,173,385,431,447,180,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1507848,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1377766,132,8,5,23,98,143,21,52,129,204,25,"No",17,0.27,0.24,0,"No","No","No","Yes","No","No" +1322003,3,8,0,100,100,100,6,20,42,63,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3008862,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1502688,54,8,0,86,98,140,42,82,144,219,30,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2910373,10,2,0,2,8,14,1,14,21,27,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3037671,2,9,0,0,0,1,0,1,1,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2808965,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1898822,0,8,0,115,194,194,0,0,0,0,20,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","Yes" +3027625,61,2,0,0,0,0,2,3,7,10,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2041206,18,8,0,0,0,0,1,2,3,5,2,"No",0,-99,0.33,0,"No","No","Yes","Yes","No","No" +1956732,19,2,0,0,0,0,0,1,5,7,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2000164,3,12,0,3,5,5,0,0,0,0,0,"No",1,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1807149,446,12,0,0,0,0,9,18,26,38,3,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1787355,541,0,32,32,384,720,121,314,595,869,99,"No",0,0,0,0,"No","No","Yes","No","No","No" +2275438,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2023516,-21,12,0,86,96,106,35,38,68,90,10,"No",0,0.78,0.78,21,"No","No","Yes","Yes","No","Yes" +2257196,6,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3269719,193,2,178,84,238,350,38,158,372,574,50,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2287993,19,9,1,0,0,0,3,4,6,12,2,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1153158,1728,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +2308590,91,5,0,54,108,108,16,42,77,111,24,"No",0,0.71,0.65,0,"No","No","No","No","No","No" +1855258,7,8,0,0,0,0,0,1,2,2,2,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +2975705,27,8,16,0,32,32,4,34,64,86,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1375504,7,12,0,0,0,0,2,6,13,15,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1371091,400,8,73,0,252,504,65,213,461,573,98,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2008242,25,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1875800,18,2,1,8,25,51,1,1,1,1,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +2060482,161,2,18,252,468,684,70,199,389,559,81,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +1242244,7,NA,0,0,0,0,0,2,10,16,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2991998,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" 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+1375501,23,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.86,0,"No","No","Yes","Yes","No","No" +3003200,0,2,340,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"Yes","No","No","Yes","No","No" +1138464,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3019879,98,2,10,105,210,300,37,113,220,320,69,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1391311,0,9,0,4,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3014785,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1421623,0,8,0,9,14,19,0,5,11,15,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1672152,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3094738,5,8,0,0,0,0,2,2,2,2,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +2155643,0,4,0,46,56,56,0,0,0,0,1,"No",0,0.22,0.14,0,"No","No","No","Yes","No","No" +1929571,43,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1616220,28,52,0,0,0,0,0,1,2,2,0,"No",0,0.82,0.88,0,"Yes","No","No","Yes","No","No" +1382765,1,8,0,21,39,57,10,24,50,69,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1240063,301,2,0,0,0,0,0,0,2,2,0,"No",0,0.74,0.76,0,"Yes","No","No","Yes","No","No" +1295190,8,8,0,20,40,40,9,27,43,68,2,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","Yes" +1340923,693,NA,0,0,0,0,1,6,7,14,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1658436,2,2,0,4,4,4,6,8,10,10,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","Yes" +1467811,395,8,1,1380,2688,4008,421,1074,1936,3509,216,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1575891,7,12,3,12,12,18,3,12,25,32,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2982468,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2026479,0,2,1,3,4,6,1,3,4,4,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +3106398,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2149368,152,8,0,0,0,0,2,4,6,13,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3067338,5,2,0,0,0,0,0,0,2,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1439544,-44,9,15,174,182,187,128,133,154,181,0,"No",0,0.86,0.84,44,"No","No","No","Yes","No","Yes" +1318421,0,8,0,7,7,11,3,8,11,16,1,"No",0,0.74,0.7,0,"No","No","No","Yes","No","Yes" +1853116,23,2,0,42,78,114,19,42,76,78,3,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +2856938,2529,8,0,0,0,0,1,1,11,18,0,"No",0,0.94,0.94,0,"No","No","Yes","Yes","No","No" +2106545,0,2,0,8,14,17,0,0,0,0,0,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","Yes" +3270837,2500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3082269,1,8,0,5,7,11,0,3,5,8,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2198758,5,8,0,4,4,4,0,0,0,1,0,"No",0,0,0.06,0,"Yes","No","No","Yes","No","No" +3047214,1,9,0,0,0,0,1,2,3,4,1,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2114174,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2927366,6,8,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2023680,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1149756,1674,8,0,0,0,0,0,3,15,622,319,"No",0,0.97,0.99,0,"No","No","No","Yes","No","No" +3122743,12,8,0,176,176,176,0,3,4,8,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1823956,7,4,0,0,0,0,2,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1176662,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.97,0,"Yes","No","Yes","Yes","No","No" +1152197,3,8,0,0,0,2,0,1,1,1,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +3213362,6,8,5,33,63,87,6,27,47,74,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2124458,19,8,0,0,0,0,1,2,2,6,1,"No",0,0.87,0.88,0,"No","No","Yes","Yes","No","No" +1370580,8425,8,0,0,0,0,10,77,181,210,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1419312,2,12,1,1,1,3,0,1,3,4,1,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +2050603,91,8,59,94,128,213,37,110,234,342,41,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1299543,691,8,9,0,0,0,16,47,104,173,37,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1924013,3,8,0,9,17,27,3,10,18,29,2,"No",1,0.43,0.46,0,"No","No","No","Yes","No","Yes" +2804970,1115,2,178,0,451,795,42,182,1053,1389,247,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3065060,4970,12,0,0,0,0,0,0,2,2,1,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1358277,1,2,0,2,3,4,1,1,2,2,0,"No",1,0.14,0.32,0,"No","No","No","Yes","No","Yes" +1631775,12,4,0,1,9,11,5,9,16,23,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1533383,0,8,0,5,7,9,2,3,4,7,1,"No",0,0.26,0.34,0,"No","No","No","Yes","No","Yes" +2257274,3979,8,0,0,0,0,3,5,6,7,0,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1467420,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1703471,87,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3211037,203,9,0,0,0,0,0,0,1,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1615651,81,8,6,34,90,146,27,84,158,240,35,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3195030,45,0,1,400,400,400,7,40,105,168,20,"No",0,0,0,0,"No","No","No","No","No","No" +3196644,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2052807,80,12,1,79,147,232,23,97,193,289,23,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1358427,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2079801,2,12,2,0,3,3,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2219753,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","No" +1558022,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1617870,0,8,0,7,7,7,0,1,4,4,0,"No",5,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1920200,58,52,0,0,0,0,0,0,2,4,2,"No",0,0.35,0.51,0,"Yes","No","No","Yes","No","No" +2817848,3868,26,204,0,0,0,279,795,1915,2977,283,"No",0,0.15,0.11,0,"No","No","No","Yes","No","No" +1291333,3,4,0,2,4,4,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +2190208,63,2,0,0,0,0,2,15,32,43,1,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3016439,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1332246,7,9,0,0,0,0,0,0,1,2,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +3123325,447,8,417,2259,3855,5374,823,2135,3210,4717,494,"No",0,0.89,0.91,8,"No","No","No","Yes","No","No" +1511021,1,2,0,24,24,24,1,6,6,6,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1450166,6,12,0,0,0,0,0,0,1,3,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1450828,10,8,0,0,6,12,0,2,18,22,5,"No",0,0.91,0.68,0,"No","No","Yes","Yes","No","No" +2008211,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1944606,4,8,0,32,32,32,5,18,33,46,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2128114,6,8,0,0,0,2,0,2,3,5,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1421061,9,12,7,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1622730,4990,2,0,0,0,0,0,0,0,0,1,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1981602,228,2,0,400,950,1250,57,313,839,1493,113,"No",100,0.3,0.36,0,"No","No","No","Yes","No","No" +1427316,0,8,0,48,95,95,0,0,0,0,11,"No",0,0.65,0.4,0,"Yes","No","Yes","No","No","Yes" +1421391,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +3133536,10,2,0,20,20,20,0,0,0,0,0,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +1616427,16,0,0,0,0,0,1,2,5,5,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2097390,33,8,2,26,48,59,8,44,126,161,11,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1885882,3,8,0,24,40,64,12,23,44,67,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +1124527,5,8,0,0,2,4,0,3,4,5,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1691221,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1850957,18,8,0,24,36,48,4,15,27,41,2,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1374616,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1943719,18,8,0,30,30,60,4,14,20,25,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1319035,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.78,0,"No","No","No","Yes","No","No" +2129225,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","No" +2106143,2,2,0,20,20,40,3,7,19,33,0,"No",0,0.12,0.1,0,"Yes","No","Yes","Yes","No","Yes" +1945989,33,4,0,0,0,0,0,1,1,1,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1304413,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +1669561,2160,12,30,0,0,0,67,648,1454,1866,177,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1313925,69,52,0,0,0,0,6,18,32,52,6,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +3080943,148,8,92,163,356,527,40,179,349,558,57,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1948045,131,9,11,60,136,193,34,106,208,319,34,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +2164715,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2071798,5,8,0,6,16,26,2,6,17,30,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +1712677,536,8,48,200,600,1200,132,352,725,953,193,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2872236,1272,8,0,0,0,0,72,79,81,85,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +1361196,14,8,0,0,0,5,0,4,11,20,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1590532,71,4,12,0,0,0,0,8,16,28,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1512236,5,2,0,0,0,0,0,0,1,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1188735,5309,8,8,0,0,0,49,141,254,367,114,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2302604,0,2,0,34,34,52,0,0,0,0,0,"No",16,0.9,0.92,0,"Yes","No","No","Yes","No","Yes" +1336524,0,2,0,126,126,126,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1659550,2,8,0,7,7,21,2,9,17,21,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1747756,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1541012,12,8,0,0,0,0,0,2,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1777049,692,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3166561,13,8,13,0,8,17,5,11,20,32,3,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2037274,590,0,106,1477,2477,3477,315,1079,2151,3153,326,"No",0,0,0,0,"No","No","No","No","No","No" +2131789,5,8,0,92,137,197,14,58,112,170,20,"No",15,0.34,0.53,0,"No","No","Yes","Yes","No","Yes" +1879247,0,14,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.88,0,"No","No","No","Yes","No","No" +2824846,6,2,0,0,6,6,0,2,3,4,2,"No",0,0.83,0.8,0,"No","No","No","Yes","No","No" +1706366,7,2,0,12,12,18,8,10,17,24,3,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +2838723,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1370238,2473,9,0,0,0,0,0,4,5,10,12,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3075399,6,4,4,0,0,0,5,13,17,17,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1957383,-27,2,0,400,480,560,95,395,652,932,90,"No",0,0.06,0.03,59,"No","No","No","Yes","No","Yes" +1206656,8,2,0,0,0,0,0,1,4,7,0,"No",0,0.75,0.7,0,"Yes","No","No","Yes","No","No" +1763516,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1250910,277,8,135,367,787,1087,117,355,789,1180,261,"No",0,0.88,0.92,1,"No","No","No","Yes","No","No" +2876884,7,8,0,0,0,0,0,0,1,1,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1220962,465,12,0,0,0,0,4,22,46,81,1,"No",0,0.74,0.72,0,"No","No","No","Yes","No","No" +3210145,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1807273,1,2,14,14,14,28,1,1,1,1,2,"No",0,0.71,0.63,0,"No","No","No","Yes","No","No" +2290218,174,8,0,0,0,0,6,35,89,116,32,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1740290,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2098695,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1452110,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1538956,0,3,0,5,7,10,3,5,6,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1912052,63,NA,0,0,0,0,1,3,11,14,16,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1644143,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1196536,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1303804,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1999414,244,12,33,300,600,600,62,218,443,712,152,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3203957,222,8,71,152,362,542,77,229,481,752,133,"No",0,0.63,0.68,0,"No","No","No","Yes","No","No" +2967785,199,8,6,150,250,400,34,126,283,413,63,"No",0,1,1,0,"No","No","No","Yes","No","No" +1136561,76,2,0,0,0,0,25,74,132,178,33,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2855140,0,4,0,4,4,7,12,16,19,20,1,"No",0,0.96,0.89,0,"No","No","No","Yes","No","Yes" +2853099,76,8,0,34,34,68,12,42,66,111,20,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1328270,24,8,18,48,72,108,12,39,66,111,20,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1761960,34,2,0,0,0,0,1,3,5,7,2,"No",0,0.67,0.59,0,"No","No","No","Yes","No","No" +1693437,2,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3241173,9,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1852667,204,8,0,0,0,0,6,25,53,96,8,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2211298,20,8,0,0,0,0,1,3,7,9,2,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +3033333,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1433556,12,13,0,2,8,14,0,2,8,18,0,"No",0,0.79,0.75,0,"No","No","No","Yes","No","No" +2273000,84,8,0,0,0,0,0,0,0,0,1,"No",0,0.61,0.78,0,"No","No","No","Yes","No","No" +2011095,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1225120,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1426091,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3265742,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1397432,125,8,40,97,181,253,47,101,206,296,103,"No",12,0.65,0.67,0,"No","No","No","Yes","No","No" +1312423,15,12,6,471,770,1095,73,256,541,870,94,"No",29,0.82,0.79,4,"No","No","No","Yes","No","Yes" +1585869,18,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2926524,2,2,0,0,0,1,0,1,1,1,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1558196,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1327279,204,12,0,0,0,0,6,16,26,33,23,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1539917,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1609643,3280,8,190,3400,6800,10200,778,3125,6404,9834,921,"No",0,0,0,0,"No","No","No","Yes","No","No" +3143671,68,8,0,0,0,0,0,0,2,6,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2930983,59,52,0,0,0,0,3,8,13,19,11,"No",0,-99,0.5,0,"Yes","No","No","Yes","No","No" +3250599,6,2,0,16,32,48,1,8,18,27,2,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2094868,874,12,12,0,0,0,34,127,376,1041,56,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2850356,82,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1970920,49,8,6,40,64,88,23,63,93,149,19,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1986320,87,8,0,0,0,0,0,1,1,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2989066,4,9,1,0,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1852891,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +2065020,95,8,0,42,131,210,11,42,157,256,18,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2186909,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1121361,6,8,0,0,0,0,1,1,2,7,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1837877,5,12,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1540473,11,8,0,0,0,0,0,1,6,16,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2005695,3006,8,1599,2537,8817,14737,1168,4894,12615,17825,1121,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1419505,0,2,0,0,0,0,0,0,0,0,202,"No",0,-99,-99,0,"Yes","No","Yes","Yes","Yes","No" +1731870,274,8,235,125,180,290,53,178,372,601,61,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1691810,2,2,0,0,0,0,2,2,2,2,0,"No",0,0.44,0.41,0,"No","No","No","Yes","No","Yes" +2160360,3,8,0,72,72,72,0,0,1,1,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","Yes" +1795771,29,8,1,0,14,28,3,16,30,45,6,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1181177,6,8,0,12,20,28,3,10,19,28,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1856969,0,2,31,33,33,33,6,9,11,13,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2978034,23,4,16,19,38,57,5,22,37,50,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2207588,69,14,5,0,0,0,1,8,50,58,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2881301,341,12,0,0,0,0,0,2,4,8,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +3098813,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3175764,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +2828408,43,12,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1540934,0,8,0,7,15,19,4,6,18,28,1,"No",0,0.25,0.36,0,"No","No","No","Yes","No","Yes" +1489632,0,12,0,8,8,8,0,9,10,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3088860,531,2,2,0,0,0,23,58,417,1465,30,"No",0,1,0.6,0,"No","No","No","Yes","No","No" +2048802,89,2,25,0,45,102,13,67,137,226,33,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1389031,239,8,48,288,480,672,68,188,382,634,88,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1845285,72,8,15,10,50,96,14,39,104,147,19,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2092835,197,2,0,0,0,0,4,11,21,25,2,"No",0,0.9,0.95,0,"Yes","No","Yes","Yes","No","No" +1146673,12,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2174085,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.33,0.19,0,"Yes","No","No","Yes","No","No" +2064404,42,8,0,75,171,267,26,73,165,251,0,"No",0,0.78,0.49,0,"No","No","No","Yes","No","No" +2099535,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1586656,190,8,82,42,42,133,35,117,272,408,44,"No",0,0.89,0.67,0,"No","No","No","Yes","No","No" +1728957,0,8,0,118,154,208,0,0,0,0,14,"No",23,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1719977,3,12,0,0,0,0,0,1,1,1,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1511647,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.76,0,"Yes","No","Yes","Yes","No","No" +1806039,223,8,20,520,880,1240,146,428,868,1316,138,"No",40,0.82,0.82,0,"No","No","No","Yes","No","Yes" +2160314,43,8,0,7,67,109,5,47,132,209,15,"No",0,0.81,0.54,0,"No","No","No","Yes","No","No" +2053362,145,8,65,135,234,366,22,116,231,356,40,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2070399,2,8,0,19,33,49,9,26,54,67,4,"No",0,0.57,0.44,1,"No","No","No","Yes","No","Yes" +1346788,53,2,0,0,0,0,0,0,1,2,0,"No",0,0.19,0.16,0,"Yes","No","No","Yes","No","No" +1480881,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1135186,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2173960,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1365406,143,8,4,8,37,57,25,71,173,317,26,"No",0,0.31,0.41,0,"No","No","No","Yes","No","No" +1568790,26,8,0,0,0,0,0,2,6,8,3,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1571303,473,3,413,1031,1983,2991,405,1311,2495,3714,510,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +2015950,8,8,0,0,0,0,2,2,2,3,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1795684,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1860587,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1235555,-9,8,0,580,940,1300,110,317,659,1056,47,"No",0,0.99,0.98,11,"No","No","No","Yes","No","Yes" +2993833,12,2,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3201255,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2264947,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1994396,16,2,0,0,0,0,2,3,3,3,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2851188,3,4,0,2,5,7,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1861571,151,8,0,1120,1680,2520,311,1072,2070,2953,551,"No",0,0.13,0.09,2,"No","No","Yes","Yes","No","Yes" +2201650,0,2,0,16,22,22,2,6,17,19,0,"No",0,0.22,0.38,0,"Yes","No","No","No","No","Yes" +1836821,194,NA,0,0,0,0,0,3,12,23,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1529009,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3158549,675,8,123,22,22,968,119,305,560,826,93,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1535222,10,2,0,0,0,0,0,0,0,1,1,"No",0,0.44,0.66,0,"Yes","No","No","Yes","No","No" +3149363,6,2,0,47,47,47,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1683474,20,8,0,0,0,0,2,5,7,11,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1710776,41,9,0,240,330,510,140,180,295,373,74,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +3173210,19,8,6,30,53,69,14,15,38,63,6,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +2826578,10,2,0,0,5,10,3,8,12,26,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1140048,32,8,0,0,0,0,0,1,2,6,2,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +1651907,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2282623,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.05,0.04,0,"No","No","No","Yes","No","No" +2121406,26,8,0,0,0,0,0,0,3,10,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1256651,222,12,10,0,250,250,32,92,150,265,41,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1942077,8,2,2,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"Yes","No","No","Yes","No","No" +2073881,15,2,0,0,0,0,8,20,34,34,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +2105162,495,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2060061,76,8,0,238,409,628,66,194,388,544,88,"No",0,0.93,0.94,0,"No","No","Yes","Yes","No","Yes" +1229771,82,15,0,0,0,0,0,0,1,1,2,"No",0,0.59,0.65,0,"No","No","No","Yes","No","No" +1139622,67,8,0,0,0,0,0,7,15,21,1,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +3194654,18,2,0,0,0,0,0,1,4,5,0,"No",0,0.81,0.91,0,"No","No","Yes","Yes","No","No" +1554905,125,12,0,0,0,0,6,43,74,152,5,"No",0,0.44,0.23,0,"No","No","No","Yes","No","No" +3115495,4,4,0,8,12,16,2,8,13,18,3,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +3013416,60,2,33,105,220,325,28,101,211,289,42,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1792017,3059,8,0,0,0,0,145,704,1397,1869,189,"No",0,0,0.33,0,"No","No","Yes","Yes","No","No" +3071880,0,12,0,0,0,0,0,1,7,16,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1779014,179,12,0,0,0,0,0,4,7,20,1,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1867838,13,8,0,0,0,0,0,2,2,2,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2846191,4,9,0,2,4,7,1,4,5,7,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2151203,430,12,610,900,2700,3300,633,2164,2949,3523,317,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3077360,933,8,0,0,0,0,0,0,0,2,0,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +2900287,88,0,0,0,0,0,2,3,5,11,8,"No",0,0,0,0,"No","No","No","No","No","No" +2897657,70,52,0,0,0,0,8,16,46,69,0,"No",0,0.66,0.69,0,"Yes","No","Yes","Yes","No","No" +1509770,17,8,0,0,0,0,1,1,1,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1963732,3,4,0,0,0,1,2,3,3,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1360485,13,8,0,0,15,30,3,14,22,33,4,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1207708,225,8,23,160,480,640,62,218,453,712,74,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3174977,524,8,245,284,677,922,91,337,754,1128,130,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +2954027,125,2,0,0,0,0,0,3,23,25,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2067345,0,NA,0,0,0,0,1,7,16,25,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2289573,2462,52,0,0,0,0,6,35,81,114,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1686172,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1501635,4,2,0,32,32,32,0,0,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1337221,0,NA,0,4,6,9,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1707178,2,12,0,0,0,0,0,1,2,2,1,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3077111,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1761155,21,12,0,15,15,15,585,1409,2573,2909,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2855031,1133,4,0,0,0,0,24,115,262,399,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1575969,649,2,307,502,1468,2159,234,735,1649,2345,180,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1930591,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +3242404,145,4,53,127,289,425,59,160,320,525,33,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1513895,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","No" +1593126,69,8,55,117,297,341,0,1,1,1,38,"No",11,0.89,0.88,0,"No","No","No","Yes","No","No" +1477104,12,15,0,0,0,0,1,2,4,9,0,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +3097824,1002,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1175890,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3257908,3,8,0,0,0,1,0,0,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3018137,159,8,0,0,0,0,5,23,46,51,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1253711,1,8,0,4,5,7,2,4,5,6,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +1944019,0,8,0,0,0,0,3,6,15,26,1,"No",0,0.11,0.08,0,"No","No","No","Yes","No","No" +3115339,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1337828,7,12,0,0,0,0,1,2,2,8,2,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2043686,55,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1826611,28,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2128932,2,2,0,1,2,3,0,1,1,1,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1286481,193,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1674985,312,4,428,562,1027,1399,284,799,1343,1872,116,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2187856,0,2,0,8,8,8,0,0,0,0,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1276290,33,8,0,0,0,0,1,1,1,1,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3079382,3,6,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1508651,3,9,0,15,31,45,1,8,16,27,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2271266,18,8,12,8,24,36,2,9,30,41,1,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +3087544,0,2,0,77,77,77,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1351896,115,8,3,80,160,240,27,84,167,255,80,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3143169,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2203881,4,NA,0,0,0,0,2,3,9,13,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1334457,0,2,0,0,24,24,0,0,0,0,1,"No",0,0.91,0.86,0,"Yes","No","Yes","Yes","No","Yes" +1901894,58,8,0,12,12,18,0,0,0,61,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1814193,2,12,0,3,4,4,0,3,3,3,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1359348,6065,8,0,0,0,0,1,5,5,12,0,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +1731085,0,4,0,6,6,6,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","Yes" +2267402,127,8,108,94,282,470,40,184,369,564,34,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1680011,22,14,0,0,0,0,0,3,7,15,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3155917,123,2,0,0,0,0,9,15,28,34,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1446396,13,3,0,8,23,35,2,13,35,43,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1524534,12,12,0,1,1,1,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3218041,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3148357,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.8,0,"Yes","No","No","Yes","No","No" +1753682,8,9,0,0,0,0,0,3,3,3,3,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1119854,3,4,0,0,0,1,0,0,1,1,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2884726,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","No" +1810094,18,NA,0,14,30,52,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2841971,19,8,0,0,0,0,1,7,16,29,2,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1619334,-10,2,21,10,20,20,32,87,110,161,0,"No",0,0.5,0.53,10,"No","No","No","Yes","No","No" +1579844,2,8,0,9,19,26,3,7,15,21,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2174140,1,2,0,4,5,5,2,2,2,2,0,"No",0,0.68,0.7,0,"Yes","No","No","Yes","No","Yes" +2133695,58,8,2,60,90,150,17,57,103,167,25,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1164349,129,8,0,80,80,160,35,85,101,198,11,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2064511,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3200109,72,8,0,0,0,0,1,7,15,18,2,"No",0,0.89,0.94,0,"No","No","Yes","Yes","No","No" +2216255,5,3,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.44,0,"Yes","No","No","Yes","No","No" +1881096,13,8,8,491,807,1133,73,291,599,948,102,"No",12,0.62,0.62,10,"Yes","No","No","Yes","No","Yes" +2044293,1,9,0,2,3,5,2,3,3,10,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1620008,60,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1320086,858,8,266,1726,3652,5086,527,1903,3923,6436,464,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1453073,7,8,19,590,870,1150,100,256,562,847,122,"No",42,0.65,0.75,7,"No","No","No","Yes","No","Yes" +3044530,2242,8,143,0,2000,2000,283,998,2113,3247,285,"No",0,1,1,0,"No","No","No","Yes","No","No" +1215192,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","Yes","Yes","No","No" +1596110,22,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2313501,2,2,0,4,7,10,0,3,4,8,0,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1770002,6,8,0,0,3,8,3,4,5,5,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","Yes" +1898271,31,12,0,0,0,0,0,0,1,4,0,"No",0,0.86,0.94,0,"No","No","Yes","Yes","No","No" +1420598,0,4,0,85,85,85,0,0,0,0,1,"No",0,0.68,0.57,0,"Yes","No","No","Yes","No","No" +1192066,97,12,1,0,0,0,3,35,49,70,11,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1622009,0,2,0,0,21,21,0,0,0,0,1,"No",0,0.9,0.86,0,"Yes","No","Yes","Yes","No","Yes" +2983768,76888,NA,8464,0,0,0,19957,59210,101962,101962,19483,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1132545,438,8,0,248,377,689,0,0,0,0,0,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +1248907,9696,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2901822,128,2,109,180,270,450,54,159,321,506,63,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1582331,11,2,45,66,147,222,29,109,195,276,24,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2043908,0,2,0,4,6,6,0,1,5,7,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1511988,157,12,0,0,0,0,1,4,5,12,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +1189401,0,8,0,40,60,80,11,33,44,67,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1174466,11,2,0,0,0,0,1,3,8,8,0,"No",0,0.8,0.66,0,"Yes","No","Yes","Yes","No","No" +3053472,53,8,0,0,0,0,0,3,7,15,5,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1301066,140,2,9,36,36,36,13,62,96,97,30,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2948590,12,NA,0,0,0,0,0,0,2,3,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1348327,20,8,0,25,50,75,6,19,36,54,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1793013,7,4,0,0,0,0,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1667703,32224,8,0,0,0,0,163,469,712,1095,184,"No",0,0.79,0.8,4,"No","No","No","Yes","No","No" +3230491,81,2,0,0,0,0,0,3,5,10,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1904391,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.37,0.57,0,"Yes","No","Yes","Yes","No","No" +1713577,14,2,0,0,0,0,2,2,8,8,0,"No",0,0.88,0.81,0,"Yes","No","No","Yes","No","No" +1305684,85,8,0,0,0,0,0,0,1,3,0,"No",0,0.71,0.72,0,"No","No","Yes","Yes","No","No" +1272961,0,2,0,44,66,88,9,26,40,52,4,"No",22,0.2,0.33,0,"No","No","No","Yes","No","Yes" +3162701,0,4,0,9,9,9,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2887961,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3083077,0,8,0,1,1,1,2,2,3,3,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1937744,29,0,0,168,304,440,49,149,251,384,19,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1124363,207,2,0,0,0,0,26,77,105,159,20,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1480226,0,2,0,0,0,0,0,0,0,13,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","Yes" +1245965,8,12,0,0,0,0,0,1,2,3,4,"No",0,0.56,0.72,0,"No","No","No","Yes","No","Yes" +1412637,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +1348601,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.06,0,"No","No","Yes","Yes","No","No" +1213979,197,8,1,96,192,288,55,144,275,440,72,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1774577,0,2,0,29,29,29,0,0,0,0,1,"No",0,0.95,0.84,0,"Yes","No","No","Yes","No","No" +1540993,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3272940,53,12,0,0,0,0,0,4,4,4,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1617318,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3132509,139,0,0,0,0,0,0,8,14,16,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +1585290,0,2,0,3,4,5,3,5,8,14,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","Yes" +1274785,5,2,0,7,21,28,6,10,16,19,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +2176996,449,2,146,192,500,564,103,466,648,868,146,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1849363,54,2,0,40,40,80,9,36,69,99,21,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1925658,323,8,62,270,600,840,70,275,556,934,106,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2946695,2,4,0,12,22,33,4,6,9,13,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +2873253,3,8,0,22,22,44,2,11,14,24,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2805620,122,2,21,354,678,994,96,329,673,1018,64,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2105413,3,8,0,0,2,3,20,20,22,22,1,"No",0,0.97,0.97,1,"No","No","No","Yes","No","No" +2831284,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1783323,9,2,0,12,24,24,0,10,14,31,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2259924,4,12,0,27,57,87,10,36,69,100,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2926078,250,8,0,0,0,0,0,2,6,9,0,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +1825533,6,8,0,0,4,8,1,7,16,22,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1430048,0,2,0,16,28,32,1,1,1,1,0,"No",0,1,0.92,0,"Yes","No","No","Yes","No","Yes" +1886990,5,8,0,30,50,90,11,33,58,76,7,"No",0,0.7,0.84,0,"No","No","No","Yes","No","Yes" +1812083,18,9,0,0,6,18,2,11,18,34,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1878170,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1699374,11,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1890308,7,8,2,0,3,9,1,3,13,13,6,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2238076,3,8,3,0,0,1,0,0,2,3,1,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +2009116,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1216460,15,8,0,0,18,18,8,18,32,48,12,"No",0,0.91,0.9,0,"No","No","Yes","Yes","No","No" +3083906,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1897323,51,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1351502,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2969794,306,9,17,45,61,77,72,226,441,780,151,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +2877604,357,10,1,0,0,0,8,29,74,120,21,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1114030,3,8,0,0,1,2,0,0,2,4,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1922152,14488,4,12090,16520,34690,58780,6889,22986,44090,73029,4493,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1796740,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2829344,12,8,0,0,5,10,1,3,8,10,0,"No",0,0.14,0.12,0,"No","No","No","Yes","No","No" +3065378,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2234486,658,2,339,840,1980,3000,335,1097,2126,3189,226,"No",0,0.95,0.88,2,"No","No","No","Yes","No","No" +1808135,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2112899,0,8,0,16,24,32,1,8,13,20,0,"No",4,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1907836,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","Yes","Yes","No","No" +1450535,22,8,0,0,0,0,0,0,6,6,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1378430,60,14,0,0,0,0,3,44,102,113,5,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1839146,1,3,19,16,48,72,10,26,63,82,6,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2075823,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1538105,1246,8,149,1518,3036,4554,524,1492,2906,4332,474,"No",0,1,1,0,"No","No","No","Yes","No","No" +1816494,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1437591,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1422961,66,8,0,0,0,0,0,2,3,5,2,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2283702,17,8,5,20,45,60,9,17,52,74,5,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +2951900,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2932042,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +1538701,24,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3059522,169,2,1,195,360,525,38,132,304,515,101,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1821286,3,4,0,1,1,2,0,2,2,4,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1650326,0,2,0,4,4,4,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +2138217,5,2,0,0,0,0,0,2,3,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2850244,11,4,1,4,8,8,0,0,0,0,0,"No",0,0.93,0.89,0,"Yes","No","Yes","Yes","No","No" +1289698,172,2,0,0,0,0,0,4,7,9,1,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1504077,0,8,0,3,4,5,0,2,2,3,2,"No",0,0.81,0.86,0,"No","No","No","Yes","No","No" +1672476,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +2137524,119,8,0,96,144,192,31,114,235,391,47,"No",0,0.94,0.85,0,"No","No","Yes","Yes","No","No" +1565235,722,2,31,0,0,0,39,138,373,513,90,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1158280,143,8,54,148,364,556,70,262,545,817,318,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2895893,39,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2840292,480,8,0,200,400,600,29,204,611,1018,140,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +1485837,1,8,0,2,4,5,1,3,3,6,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +1966909,82,12,2,6,6,6,0,1,42,58,6,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","No" +1172775,1,8,0,3,3,3,1,1,2,3,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1636872,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2896595,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2253256,0,12,0,6,6,6,0,1,1,1,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2163958,1058,8,132,1968,3564,5220,462,1497,3057,4911,503,"No",288,0.1,0.1,0,"No","No","Yes","Yes","No","No" +1478535,2,8,0,16,26,40,8,26,47,52,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1781234,3,NA,0,0,0,0,15,36,57,57,16,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1756176,191,8,0,86,165,165,0,56,116,263,13,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1171652,132,8,2,0,0,0,13,31,110,145,24,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2823727,0,12,0,3,3,3,0,0,0,0,0,"No",3,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1585817,43,NA,0,0,0,0,0,3,3,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3212911,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1479198,0,2,4,4,11,16,1,5,8,14,1,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +1483081,0,12,0,50,50,50,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","Yes" +2010614,3,9,2,0,1,2,0,1,4,6,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1458817,17,2,0,0,16,24,1,13,18,46,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1918481,46,8,0,0,0,0,55,94,94,94,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +3044526,950,8,0,0,0,0,8,18,33,45,1,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1478419,26,2,0,0,0,0,2,2,2,7,0,"No",0,0.64,0.39,0,"Yes","No","No","Yes","No","No" +3082953,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1851324,9,2,0,0,0,16,0,4,5,6,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1217707,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1981147,1,8,0,10,20,25,6,15,15,21,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2913492,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.13,0.17,0,"Yes","No","Yes","Yes","No","Yes" +2200035,1,8,0,6,10,12,0,5,6,10,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1734617,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2138484,66,8,1,0,20,60,5,25,65,105,15,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2086306,12217,3,0,20000,39225,57381,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1485010,0,8,0,8,10,14,1,4,5,7,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","Yes" +1662975,13,4,0,0,0,0,1,2,7,9,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1990038,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2983895,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.74,0,"No","No","No","Yes","No","No" +1848478,35,8,0,0,0,0,4,4,4,4,2,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1115931,6,2,0,20,20,20,0,3,8,14,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2007800,2,2,0,10,10,10,1,2,6,8,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2030184,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2805395,1,9,0,3,4,6,1,2,4,4,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","Yes" +2207555,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +3169472,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2821658,71,8,31,48,96,132,23,78,142,238,35,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1600196,5,8,0,0,3,6,1,3,5,12,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1125450,5,2,0,2,5,9,0,3,4,4,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1823455,36,8,24,75,146,238,29,91,154,237,32,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1617041,77,8,0,96,144,240,17,89,160,227,27,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3158939,0,8,0,4,5,7,1,3,5,5,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2178435,0,2,0,8,14,14,0,1,1,1,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","Yes" +1725408,97,8,19,147,244,457,81,271,459,632,59,"No",0,0.72,0.72,0,"No","No","Yes","Yes","No","No" +3011977,89,2,0,0,0,0,0,0,3,10,1,"No",0,0.33,0.2,0,"No","No","No","Yes","No","No" +2253552,11,8,0,9,27,36,3,8,18,35,11,"No",0,1,1,0,"No","No","No","Yes","No","No" +1232221,19,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1744619,41,8,4,132,236,320,37,105,198,335,13,"No",16,0.66,0.69,0,"No","No","No","Yes","No","No" +1717258,138,10,22,0,0,36,10,49,129,172,18,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2882672,1,52,0,0,0,0,0,0,0,0,1,"No",0,1,0.88,0,"Yes","No","Yes","Yes","No","No" +1833496,197,8,0,0,0,0,3,5,12,16,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1356743,845,8,17,0,0,0,107,551,870,1230,98,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1738849,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2022522,20,8,0,0,0,0,40,78,80,80,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1379263,646,4,90,500,1000,1500,176,495,1094,1614,102,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1652650,30062,8,1,0,0,0,7,39,81,138,31,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2868545,375,NA,81,0,0,0,265,663,1043,1429,196,"No",0,-99,-99,5,"No","No","No","No","No","No" +3084447,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1643692,2,8,0,2,4,6,1,2,7,9,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2238723,0,2,0,20,32,32,0,0,1,1,1,"No",0,0.33,0.32,0,"Yes","No","No","Yes","No","No" +2280303,280,52,0,0,0,0,0,2,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1360710,0,4,0,13,14,14,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1852516,13,8,0,2,22,28,2,6,8,40,4,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2112884,29,9,35,35,35,70,12,39,72,104,20,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +2196342,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1310650,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +3062522,10,8,0,0,0,0,0,1,3,4,1,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +2938085,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2295274,499,2,1021,950,1900,2600,1765,4935,8503,11755,322,"No",0,0.91,0.79,0,"No","No","No","Yes","No","No" +1519404,91,8,3,563,851,1091,117,334,619,947,174,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1557648,17,13,0,0,0,4,0,1,13,21,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1191437,40,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +2194777,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2873427,28,3,36,756,1206,1710,162,517,911,1242,146,"No",36,0.41,0.46,2,"No","No","Yes","Yes","No","Yes" +2229680,31,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3012090,18,12,0,7,17,24,2,9,24,38,2,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1513727,5055,4,0,0,0,0,6,18,25,35,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2907278,-18,8,0,52,77,87,1,11,36,70,12,"No",0,0.5,0.46,18,"No","No","No","Yes","No","No" +2196312,177,12,225,0,150,225,4,57,318,460,73,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1499687,82,10,0,0,0,0,0,5,6,6,15,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2082844,258,NA,0,0,0,0,6,25,32,72,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1434533,14,2,0,0,0,0,0,1,1,1,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +3058231,23,8,0,10,30,60,3,14,38,66,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2279656,3,2,0,45,45,45,5,9,12,13,2,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","Yes" +3087694,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +2067017,4,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1376105,461,12,110,125,200,400,72,285,460,722,398,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1616023,79,2,0,0,0,0,1,1,64,87,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2850525,689,NA,0,0,0,0,1,9,40,62,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1571119,5,4,0,0,0,0,0,0,2,3,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1713749,8,3,0,0,10,15,1,5,12,14,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3149054,9,2,0,0,0,0,0,1,1,3,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1742972,2,8,0,5,7,10,4,6,8,9,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +2063976,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +2808607,8,4,0,0,0,0,4,7,11,21,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1265250,1143,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +3032261,68,8,0,0,29,58,7,35,64,86,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1806006,5,12,0,0,4,6,0,3,3,7,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3206656,65,12,12,29,73,117,8,44,75,167,13,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3147061,1,0,0,23,46,79,5,25,62,94,3,"No",0,0,0,0,"No","No","No","No","No","Yes" +3060787,5,2,0,0,0,1,2,6,10,14,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","Yes" +1638561,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +3278796,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2199093,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.53,0,"Yes","No","No","Yes","No","No" +1902280,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2990951,19,2,0,0,0,10,0,1,8,12,2,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1792156,24409,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1532604,33,8,4,14,35,55,7,17,43,69,18,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1675267,108,13,0,30,30,30,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1184479,256,4,84,0,0,0,0,0,0,0,14,"No",0,0.77,0.8,0,"Yes","No","Yes","Yes","No","No" +2131758,4995,12,0,0,0,0,0,0,5,5,1,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1857283,267,52,0,0,0,0,10,25,54,66,1,"No",0,0.97,0.94,0,"Yes","No","No","No","No","No" +2967631,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2102849,52,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2115251,36,8,0,0,0,0,0,1,2,2,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1150877,4,2,0,30,50,80,5,14,28,30,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +2165274,20,8,0,0,0,0,4,12,20,38,3,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +1169939,1163,8,168,1180,2188,2692,192,567,1241,2482,313,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1483625,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3145464,204,8,30,48,192,304,44,132,350,516,165,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1218709,6,8,0,18,42,78,4,17,46,66,0,"No",0,0.78,0.73,0,"No","No","Yes","Yes","No","No" +1223588,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1291554,0,2,0,24,30,32,0,0,0,0,2,"No",0,0.85,0.88,0,"No","No","No","Yes","No","Yes" +2842297,81,8,19,94,206,342,41,139,309,412,31,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1584247,0,2,3,4,7,11,0,5,10,11,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1114375,17,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2018369,14,8,0,0,0,0,1,6,9,14,2,"No",0,0.13,0.09,0,"Yes","No","Yes","Yes","No","No" +1492236,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1287120,158,9,0,0,0,0,1,8,12,16,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1477800,0,8,0,5,8,10,1,3,5,6,3,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +2821340,0,4,0,5,5,5,0,0,0,0,0,"No",0,0.22,0.21,0,"Yes","No","No","No","No","No" +1375303,3,2,0,0,1,2,0,1,1,2,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2155084,15,2,0,0,7,21,9,18,34,47,0,"No",0,0.58,0.56,0,"No","No","No","Yes","No","Yes" +2915144,28,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1398350,3,9,0,0,1,2,0,1,2,3,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","Yes" +1652695,293,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2043563,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3218096,77,12,8,54,108,162,26,68,146,223,30,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1458627,2103,8,2301,0,0,0,142,332,567,859,140,"No",0,0.95,0.94,7,"No","No","No","Yes","No","No" +2893186,2,8,648,98,98,98,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1843901,11,2,0,40,40,40,3,14,18,31,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3123000,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2256039,0,8,0,11,19,23,10,12,36,42,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2294549,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1186529,8,4,0,0,0,0,0,0,0,2,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2832555,6,9,0,0,0,2,2,2,2,2,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2182386,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2194710,103,8,6,45,67,111,15,39,76,133,73,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1882146,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1481071,27,2,0,400,480,560,239,362,632,893,93,"No",0,0.06,0.03,30,"No","No","No","Yes","No","Yes" +3172489,808,NA,0,0,0,0,1,1,10,23,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3101939,970,8,0,0,0,0,0,0,10,10,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1867008,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2806060,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2824328,1691,4,0,0,0,0,74,324,710,1040,302,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1964832,190,9,0,240,240,360,75,169,326,525,43,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1130466,8,8,0,5,15,20,1,4,11,13,0,"No",0,0.94,0.94,0,"No","No","Yes","Yes","No","No" +1956612,8,12,0,0,0,2,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2069205,16150,NA,0,0,0,0,0,0,0,0,60,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1289960,-9,NA,0,0,0,0,296,529,784,1066,197,"No",0,-99,-99,23,"No","No","No","No","No","Yes" +1663916,-49,NA,0,0,0,0,141,541,817,1094,133,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1981348,33,2,0,0,0,0,1,1,3,4,0,"No",0,0.93,0.95,0,"No","No","Yes","Yes","No","No" +1297846,286,8,102,381,675,969,119,288,566,830,105,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1397766,89,8,0,108,229,367,22,69,174,252,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1658091,361,8,0,0,0,0,0,0,0,3,0,"No",0,0.5,0.42,0,"No","No","No","Yes","No","No" +1170751,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2148304,0,12,0,0,0,0,0,0,0,0,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1560146,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +1517126,4,4,0,0,1,1,0,2,5,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" 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+2010697,342,8,0,619,619,619,0,0,0,0,0,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +3099841,0,8,0,13,13,13,0,2,2,2,0,"No",0,0.36,0.54,2,"No","No","No","Yes","No","No" +1640880,0,2,0,6,9,9,0,1,1,1,1,"No",0,0.66,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1334927,22,2,6,20,56,70,9,47,47,47,3,"No",2,1,1,0,"No","No","No","Yes","No","No" +1443981,40,0,0,250,250,250,19,61,113,185,25,"No",0,0,0,0,"No","No","No","No","No","No" +1126054,1,8,0,48,72,120,12,26,56,76,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","Yes" +2261215,3,2,0,10,10,10,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +3074317,535,2,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3058855,1,8,0,1,2,2,0,1,1,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3178898,7,2,0,0,0,0,3,5,5,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2945349,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.72,0,"No","No","No","Yes","No","No" +2131242,58,8,17,93,143,193,16,68,132,189,36,"No",0,1,0.89,0,"No","No","No","Yes","No","No" +2303147,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3077218,530,2,21,0,0,0,56,110,248,413,46,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +1473377,0,2,0,8,14,16,0,0,0,0,1,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","Yes" +2195284,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2247500,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.77,0,"Yes","No","No","Yes","No","No" +1845265,7,4,0,32,32,48,29,45,114,196,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +2144777,1717,8,88,0,0,0,235,919,1280,1763,257,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1627535,0,9,0,3,5,6,1,2,4,6,2,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +2942312,125,8,12,72,228,348,24,109,360,503,39,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1912723,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1631169,44,3,0,79,144,183,19,60,109,169,36,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +2825898,5,6,0,0,0,0,0,0,4,5,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1146394,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1312040,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +2042485,56,8,0,0,0,0,0,4,5,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2947330,5,8,0,0,0,1,1,2,7,10,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1488968,72,8,18,84,182,280,41,140,237,361,38,"No",0,0.99,0.99,8,"No","No","Yes","Yes","No","No" +1327873,32,8,7,12,28,53,10,29,63,92,13,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +2024915,42,5,14,109,219,344,21,63,75,78,20,"No",8,0.68,0.69,0,"No","No","No","Yes","No","No" +2260072,86,8,28,89,140,279,37,158,297,391,69,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1843883,4,3,0,3,6,12,3,6,14,22,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","Yes" +1418773,34,8,1,100,100,150,15,69,116,157,25,"No",0,0.99,0.88,0,"No","No","Yes","Yes","No","No" +2106153,20,2,2,0,13,26,3,20,29,40,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +3196072,325,12,1400,400,400,640,21,105,1136,1605,38,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1781786,0,12,1,1,1,2,0,0,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1175842,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1277624,8,2,0,0,12,12,2,3,22,28,1,"No",0,0.97,0.8,0,"Yes","No","No","Yes","No","No" +2311052,31,12,0,220,372,522,46,164,381,596,81,"No",0,0.21,0.27,0,"No","No","No","Yes","No","Yes" +1801507,3,2,0,0,50,50,0,1,2,4,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2989724,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +3148784,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3083632,18,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1238378,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2142101,4,14,0,0,0,0,1,1,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3124729,125,15,0,0,36,72,16,53,107,168,34,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1339334,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.68,0,"Yes","No","No","Yes","No","No" +1635297,0,2,0,7,12,16,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +1209443,1682,12,0,500,500,500,0,0,0,0,0,"No",0,0.76,0.63,0,"No","No","No","Yes","No","No" +1796756,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1930589,11,4,0,11,11,11,0,0,0,0,0,"No",0,0.82,0.88,0,"Yes","No","No","Yes","No","No" +1601417,142,9,0,0,0,0,0,0,400,400,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1645018,37,4,0,18,23,28,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1966085,0,12,0,4,4,4,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2120488,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2206772,0,2,0,144,144,144,0,3,3,3,12,"No",0,0.88,0.66,0,"No","No","Yes","Yes","No","Yes" +2020087,15,8,0,100,200,250,15,56,94,171,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3041286,31,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1592273,13,8,0,8,12,20,1,7,11,23,11,"No",0,0.55,0.62,0,"No","No","Yes","Yes","No","No" +2168956,685,9,0,0,0,0,0,0,2,2,0,"No",0,0.94,0.79,0,"No","No","Yes","Yes","No","No" +1195726,18,2,0,0,0,0,3,5,10,11,0,"No",0,0.5,0.29,0,"No","No","Yes","Yes","No","No" +1282722,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +2069404,7,14,0,2,6,10,0,5,13,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1175008,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2172329,43,2,33,48,144,208,24,77,148,222,48,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2889561,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2258134,0,8,0,47,73,99,3,21,33,58,6,"No",1,0.02,0.12,0,"No","No","Yes","Yes","No","Yes" +2289204,3,8,0,1,3,4,1,3,7,9,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +2235688,1,8,0,8,12,16,1,4,7,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1990264,74,2,1,0,24,48,9,25,39,60,11,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1268305,4,2,0,10,20,30,2,9,20,35,2,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +3183135,57,8,0,20,23,46,9,22,60,92,26,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1219367,13,2,0,12,32,48,3,15,25,38,0,"No",0,0.87,0.68,0,"No","No","No","Yes","No","No" +2143363,1,8,0,2,3,4,1,2,2,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2957345,4940,52,0,0,0,0,0,0,0,2,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1479049,-1,8,0,47,72,117,11,39,83,109,0,"No",0,0.51,0.53,1,"No","No","No","Yes","No","Yes" +2193656,1,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1706002,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +3101580,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1722404,3,8,0,0,2,3,1,2,5,7,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2062921,52,9,8,2,2,26,5,16,49,79,13,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2067312,471,8,0,1000,1000,2000,70,720,986,1723,8,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1515998,27,NA,0,0,0,0,0,0,5,11,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2080877,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.74,0,"Yes","No","No","Yes","No","No" +1291371,0,8,0,3,5,7,0,3,3,4,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","Yes" +2979429,122,2,0,0,0,0,5,19,56,80,4,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3186206,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2913175,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1460514,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2974491,105,9,0,0,0,0,4,11,22,26,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1238458,10,3,11,44,69,99,12,47,77,112,15,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +3173567,18,9,0,0,0,0,0,1,4,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2928655,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1347027,1,8,0,2,3,3,3,5,14,19,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2864475,96,8,0,0,21,42,2,13,33,46,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2261754,945,8,0,0,0,0,0,1,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1207261,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.14,0.57,0,"Yes","No","Yes","Yes","No","No" +1880977,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1194127,-6,8,0,32,50,68,5,20,33,50,5,"No",0,0,0.05,6,"No","No","No","Yes","No","Yes" +3053624,66,8,0,0,0,0,0,0,4,4,0,"No",0,0.65,0.71,0,"Yes","No","Yes","Yes","No","No" +2942279,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1891534,12,4,0,0,0,0,2,2,2,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1167352,1,12,0,2,3,4,0,1,3,5,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1607880,2,4,0,0,0,0,0,0,1,1,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2807432,4970,12,0,0,0,0,0,5,5,10,3,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1629156,133,2,6,590,1123,1657,242,604,1194,1692,93,"No",0,0.99,0.99,2,"No","No","No","Yes","No","No" +3279923,6,2,0,0,0,0,0,0,0,2,2,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2176927,5500,4,0,7200,12000,16800,1738,4064,7553,11958,3460,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1750147,22,4,0,0,0,0,2,3,6,6,0,"No",0,0.85,0.91,0,"No","No","No","Yes","No","Yes" +2937987,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3016181,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3223985,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1578662,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2110388,165,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1321273,6,8,0,0,0,0,0,0,1,1,2,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1152500,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1596414,20,NA,0,0,0,0,2,5,16,26,6,"No",0,-99,-99,0,"No","No","No","No","No","No" +1543143,272,12,0,0,0,0,1,11,27,45,7,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2063260,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1837849,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1519925,43,4,0,0,0,0,0,0,5,8,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1476365,1486,2,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2038517,0,2,0,65,65,65,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","Yes" +2888481,1211,8,1285,0,0,0,382,1051,2368,3927,149,"No",0,0,0,0,"No","No","No","Yes","No","No" +2887074,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1525711,4,2,0,12,24,40,17,36,69,70,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +3024999,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2093004,37,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.93,0,"No","No","No","Yes","No","No" +1538863,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1891725,8,8,0,0,8,8,0,2,4,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1678742,5,8,0,12,24,24,7,13,18,28,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2195639,1,2,0,6,8,9,3,4,6,14,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1389887,1,8,0,18,28,38,9,15,24,36,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1198504,305,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1270865,63,8,0,0,0,0,1,1,2,3,0,"No",0,1,0.79,0,"No","No","Yes","Yes","No","No" +2136679,0,8,0,6,6,12,3,5,6,7,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","Yes" +2140009,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2270013,614,2,365,936,1854,2880,364,1086,1880,2584,472,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1921208,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.17,0,"Yes","No","No","Yes","No","No" +2236119,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1298996,247,2,1,182,370,558,25,143,1333,1483,50,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3142638,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2261586,320,6,23,224,616,896,37,114,285,471,129,"No",0,0.82,0.51,0,"No","No","No","Yes","No","No" +1791664,4,2,0,2,4,8,0,7,11,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1166502,91,2,32,112,240,368,27,94,198,284,59,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2837224,0,9,0,7,7,7,0,1,1,1,2,"No",0,0.85,0.82,1,"No","No","No","Yes","No","No" +2065121,5,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1180734,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2140161,15,4,3,0,14,28,3,8,11,16,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3226764,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1531632,199,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3038099,423,0,208,192,496,864,118,343,642,902,118,"No",0,0,0,0,"No","No","Yes","No","No","No" +1123014,140,2,41,0,55,110,42,108,230,558,40,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1294843,30,8,0,6,18,30,6,12,28,46,1,"No",0,0.93,0.9,0,"No","No","Yes","Yes","No","No" +1292036,0,NA,0,0,0,0,1,3,6,13,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2872865,1,52,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1420768,229,4,0,15,15,15,1,1,1,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1718243,4,8,0,23,23,27,1,7,14,21,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +3123016,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1532805,4,NA,0,0,0,0,0,0,0,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3201735,5,9,0,0,1,3,2,3,5,7,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3021791,15,8,0,0,0,0,1,4,9,13,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1627405,4,8,0,0,0,20,0,2,2,3,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1962171,19,12,0,4,4,4,2,6,19,21,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1197865,84,8,0,0,0,160,3,22,52,68,15,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1756695,1,8,1,24,36,48,4,16,24,35,2,"No",12,0.5,0.35,0,"No","No","No","Yes","No","Yes" +3242791,10,2,1,24,54,84,6,27,53,67,5,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1450249,21,2,12,24,48,72,8,23,40,60,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2937694,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1290188,7,12,0,10,24,31,5,11,22,35,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","Yes" +1727131,9,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1422825,65,8,0,0,0,0,4,8,11,13,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3074434,711,2,156,1001,1613,2633,339,960,1637,2317,265,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +3022594,13,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1880818,334,NA,0,0,0,0,4,13,22,34,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1795242,14,8,0,0,0,0,0,0,1,2,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1562305,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2064933,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1423918,23,4,0,0,0,0,0,0,1,1,2,"No",0,0.35,0.54,0,"Yes","No","No","Yes","No","No" +3236866,0,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1148236,0,4,6,2,2,2,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2141669,6,8,0,6,6,6,2,6,13,25,7,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3012555,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2913585,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2201254,18,9,0,0,0,0,0,0,1,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1463042,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2215030,2,8,0,0,0,1,1,1,3,3,1,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +2085858,40,8,0,20,95,105,2,31,157,180,28,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +2945245,12,8,10,140,266,392,19,95,180,225,37,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2238547,140,9,0,61,128,128,13,62,106,176,27,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1997313,518,8,3,0,0,0,24,67,144,226,35,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2848514,209,4,0,0,0,0,2,6,8,15,0,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +1225663,0,12,0,12,19,33,4,7,8,13,0,"No",0,0.68,0.64,0,"No","No","Yes","Yes","No","Yes" +3085093,509,13,5,0,0,0,18,76,131,200,26,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2130282,8,8,0,24,24,48,4,15,26,38,3,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1758115,13,8,0,53,71,83,2,9,26,69,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","Yes" +1890317,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2054575,216,2,0,0,0,0,0,1,8,9,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1541986,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1449396,27,8,0,0,0,0,0,3,6,10,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1732997,0,8,0,20,44,56,5,19,41,59,3,"No",0,0.84,0.92,0,"No","No","No","Yes","No","Yes" +2006288,1,12,0,10,10,10,3,13,18,26,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1751585,179,2,0,0,0,0,0,0,0,0,21,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1248312,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.16,0,"Yes","No","No","Yes","No","No" +1736738,2,8,0,0,0,1,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1473196,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2179288,11,8,0,25,46,67,0,12,23,34,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1587076,4,2,4,26,50,80,6,12,15,15,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1365811,0,2,0,0,0,0,1,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1587383,0,8,0,6,9,12,0,0,0,0,0,"No",2,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3007727,14,2,0,0,0,0,0,1,5,8,0,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +1643727,-1,12,4,48,80,104,19,45,86,135,15,"No",0,0.89,0.78,1,"No","No","No","Yes","No","Yes" +3012570,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.08,0.26,0,"No","No","No","Yes","No","No" +2957199,10,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1628433,79,8,0,0,22,44,6,25,45,95,15,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2262225,4,9,0,0,1,3,0,2,2,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1457080,4,8,0,0,0,1,0,2,7,10,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1568347,121,12,0,0,0,0,5,13,18,29,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3178809,147,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +2122699,15,8,0,0,0,0,0,0,0,0,2,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","No" +1748997,16,6,0,13,26,39,5,19,46,65,5,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1411028,12,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1717833,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +1460828,9,9,0,0,0,5,0,2,5,7,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1731991,0,8,0,10,20,25,2,7,11,15,7,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2832335,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2158078,113,2,0,100,200,300,36,200,603,859,45,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1353074,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1252955,11,2,0,18,36,54,7,22,34,55,2,"No",0,0.09,0.06,0,"No","No","No","Yes","No","Yes" +1652701,493,8,0,0,3000,3000,39,160,383,500,75,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1498413,44,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2073302,44,8,0,0,104,104,9,32,59,77,13,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1907644,2,2,1,3,6,9,0,4,4,8,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1404472,0,2,0,37,37,37,0,0,0,0,1,"No",0,0.62,0.65,0,"Yes","No","No","Yes","No","No" +3283064,0,2,0,5,5,8,0,2,5,5,0,"No",3,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1136425,115,2,57,127,285,446,54,170,309,412,69,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1312851,48,2,0,0,0,0,0,0,2,3,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1805469,0,8,0,47,47,47,1,3,8,16,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1603520,15,12,0,10,10,10,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1142778,72,8,16,48,96,132,15,81,182,238,22,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1503908,10,12,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1570779,720,2,138,672,1380,2100,328,824,1914,2853,262,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2144554,8,4,0,0,0,0,0,0,12,14,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1784274,100,8,0,0,0,0,5,17,45,63,9,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" +1252171,2,9,0,3,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1305822,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1566864,8,8,3,9,18,27,3,10,16,31,7,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1181570,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2014294,32,8,0,0,20,40,5,18,33,42,0,"No",0,0.61,0.65,0,"No","No","Yes","Yes","No","No" +1472403,0,9,0,28,46,61,4,16,25,33,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1679426,71,8,0,0,0,0,34,69,69,69,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1337961,69,2,0,0,0,42,0,0,50,54,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1745880,7,8,0,0,0,0,0,0,1,3,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1193305,7,2,0,1,1,1,3,7,7,7,1,"No",0,0.55,0.55,0,"Yes","No","No","Yes","No","Yes" +2890976,217,0,0,0,0,0,0,2,4,7,1,"No",0,0,0,0,"No","No","No","No","No","No" +1958791,18,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1457017,28,8,0,0,0,0,0,0,0,2,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1112558,18,9,42,23,55,79,8,26,51,72,0,"No",0,0.85,0.83,0,"No","No","Yes","Yes","No","No" +1610714,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1924777,165,8,0,0,0,0,3,7,14,23,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3052558,5,2,0,8,9,9,0,0,0,0,0,"No",0,0.93,0.86,0,"Yes","No","No","Yes","No","No" +1514908,5,2,0,0,0,0,10,23,24,24,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1276089,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2859169,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1450116,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1658940,2,2,0,6,12,18,3,7,12,19,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +3273770,-187,8,0,1015,1015,1015,0,185,185,585,186,"No",0,0,0,187,"Yes","No","No","Yes","No","No" +2983612,46,8,0,0,0,0,0,0,1,4,1,"No",0,0.7,0.71,0,"Yes","No","No","Yes","No","No" +2145498,-1,9,0,11,11,13,2,21,24,28,3,"No",0,0.58,0.44,1,"No","No","No","Yes","No","Yes" +1705246,-13,8,0,1385,1385,2075,115,907,922,1746,219,"No",209,0.49,0.5,0,"No","No","No","Yes","No","Yes" +1269470,93,12,0,0,0,0,5,11,25,42,3,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +3181665,0,3,0,2,2,2,0,0,0,0,1,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +3212241,326,12,0,0,0,0,5,13,21,29,1,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +2236126,2,8,0,24,36,48,16,37,49,87,4,"No",0,0.55,0.37,0,"No","No","No","Yes","No","Yes" +3126669,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"Yes","No","No","Yes","No","No" +2931796,40,8,0,0,0,0,0,1,1,1,1,"No",0,0.54,0.73,0,"No","No","No","Yes","No","No" +1314488,12,12,1,15,39,75,13,37,68,102,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1114984,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1581628,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1218072,57440,4,0,45000,99000,151500,827,2605,5154,9916,1206,"No",0,0.97,0.91,22,"No","No","No","Yes","No","No" +1167799,1,8,0,35,35,35,5,16,35,52,25,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +1306501,-1,8,0,10,15,19,2,4,7,16,0,"No",0,0.74,0.76,1,"No","No","No","Yes","No","Yes" +1159782,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1249611,1,8,0,3,6,8,0,2,3,5,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","Yes" +1965338,99,10,0,60,90,150,14,81,157,213,25,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1324430,0,9,0,3,5,7,0,2,4,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1688348,0,8,0,20,36,36,3,4,4,8,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1793649,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1960256,46,8,0,0,0,0,0,0,0,1,1,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1676011,2,2,0,0,0,1,0,0,1,2,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1805301,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2139286,76,9,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1599057,326,2,14,308,630,924,129,376,702,1019,102,"No",0,0.63,0.63,0,"No","No","No","Yes","No","No" +1335604,4,8,0,0,0,0,0,0,0,7,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1891538,16,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1221443,2,8,0,0,0,11,0,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3203388,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1824624,0,8,0,96,188,296,0,0,0,0,19,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1224516,8,52,0,15,27,27,1,3,6,9,6,"No",0,0.93,0.89,0,"Yes","No","No","No","No","No" +3264868,445,2,50,536,884,1145,207,617,829,988,120,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +1540883,17,2,0,0,0,0,1,3,4,9,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1168915,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2284543,2,16,0,0,0,0,0,0,1,1,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1833557,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","Yes" +1727566,50,4,0,0,0,0,10,10,22,43,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1360334,21,2,0,0,0,0,1,1,1,4,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2080556,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","No" +1497895,4,2,0,0,1,1,1,2,2,2,0,"No",0,0.96,0.96,0,"Yes","No","Yes","Yes","No","No" +1924019,353,12,44,105,257,507,122,351,786,1142,92,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +2087616,2,12,2,1,4,4,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1571775,0,4,0,100,100,100,0,22,22,34,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1678387,1,2,0,9,13,13,3,6,9,12,0,"No",0,0.33,0.44,0,"No","No","No","Yes","No","Yes" +1277768,31,2,31,92,196,308,18,50,50,50,0,"No",6,0.48,0.53,0,"Yes","No","No","Yes","No","No" +1925377,59,12,0,0,0,0,3,5,8,10,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1433418,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1165104,239,NA,0,0,0,0,1,3,5,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2891114,16,8,0,400,400,400,3,12,30,44,5,"No",0,1,0.93,0,"Yes","No","No","No","No","No" +2073523,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.24,0,"No","No","Yes","Yes","No","No" +1917537,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3021235,30,2,0,60,60,120,13,43,69,86,6,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1778957,0,4,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1640438,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.51,0.47,0,"Yes","No","Yes","Yes","No","No" +1367188,7,8,0,0,4,8,0,4,9,10,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1883475,40,9,0,0,20,40,52,91,180,267,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1527256,2,8,1,2,3,5,0,2,5,5,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1774075,24,4,0,21,63,105,15,40,95,138,18,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2165206,128,12,2,58,111,111,18,50,100,149,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2074055,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2297109,120,4,130,100,200,200,18,84,191,274,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1650826,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1467770,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +2041574,6,8,0,86,119,152,6,41,89,151,21,"No",0,0,0.19,0,"No","No","No","Yes","No","Yes" +2061752,1,2,0,3,3,3,3,6,8,8,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1373733,0,8,0,4,4,4,4,4,6,6,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","Yes" +1678033,12,2,0,8,20,32,10,20,33,47,2,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +2240952,119,8,0,0,0,300,5,24,85,104,16,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1137260,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2087181,24,2,0,0,20,20,4,9,20,33,0,"No",0,0.89,0.91,0,"No","No","Yes","Yes","No","No" +1501782,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1578856,3,12,0,3,4,6,1,2,5,9,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1277669,4,8,0,34,51,89,7,21,36,50,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2947878,1558,8,15,0,800,1200,221,427,792,1901,194,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2315212,7,2,0,0,0,0,1,3,3,3,1,"No",0,0.75,0.75,0,"No","No","No","Yes","No","No" +1926888,0,2,3,47,72,122,0,0,0,0,0,"No",22,0.85,0.74,0,"No","No","No","Yes","No","Yes" +3156578,22,8,0,0,0,0,1,2,6,7,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1991056,62,8,0,320,512,656,62,202,372,533,130,"No",16,0.97,0.94,4,"No","No","No","Yes","No","Yes" +2201687,7,5,0,24,24,24,2,13,13,13,0,"No",0,0.65,0.69,0,"Yes","No","No","Yes","No","No" +1537298,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2248944,-24,8,67,65,159,279,35,93,192,252,46,"No",0,0.65,0.69,25,"No","No","No","Yes","No","No" +1812860,110,8,6,237,456,642,68,201,349,522,68,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +3160842,257,12,1,80,240,320,27,130,369,492,50,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1443595,20,8,0,0,0,0,0,1,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2055054,54,2,0,0,0,0,0,0,5,8,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +3183281,56,17,0,0,0,0,1,3,6,9,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1579036,4,4,0,3,7,9,1,1,1,1,0,"No",0,0.82,0.88,0,"No","No","Yes","Yes","No","No" +1622953,184,14,0,40,50,90,26,91,170,259,61,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2150682,11,2,0,0,0,0,0,2,2,3,0,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +2857873,49,8,69,74,154,234,28,78,157,240,26,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2264399,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3137458,2575,4,700,3355,5245,8705,1054,2772,5891,7863,1058,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2997757,59,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1746044,0,2,0,14,14,14,0,0,1,1,0,"No",0,0.83,0.86,0,"Yes","No","No","No","No","Yes" +1274848,6,4,0,0,1,1,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2264582,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1563305,163,2,0,0,0,0,2,2,4,5,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3062694,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1892705,6,2,0,0,6,9,0,1,2,3,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1711930,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2919478,2,15,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2203642,104,8,0,0,0,0,9,12,20,27,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2169100,10,4,0,4,10,14,1,4,8,13,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1303855,18,9,0,74,134,198,21,61,62,62,0,"Yes",14,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +2859224,5,9,30,21,21,21,5,20,37,53,8,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1743447,262,8,30,288,570,888,111,363,664,1034,109,"No",30,0.41,0.47,0,"No","No","No","Yes","No","No" +3187985,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1408890,207,8,0,0,0,0,10,27,63,95,5,"No",0,0.35,0.27,0,"No","No","No","Yes","No","No" +1716173,61,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1570349,0,8,0,30,45,75,19,26,37,61,11,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1702215,6,2,0,0,0,0,0,0,0,1,1,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +2298225,2,12,0,1,1,1,1,1,2,2,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +1965939,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2158223,384,8,0,444,732,1200,118,468,987,1511,156,"No",0,0.45,0.66,0,"No","No","No","Yes","No","No" +1252532,13,8,3,50,50,50,0,0,0,0,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1700146,6,8,0,0,10,10,0,5,11,21,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1767181,13,14,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2802099,1,8,0,12,26,30,3,14,23,35,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1199336,23,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.9,0,"Yes","No","No","Yes","No","No" +1832232,272,NA,0,0,0,0,0,0,2,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3023347,78,8,0,0,0,0,2,7,12,21,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3058197,0,8,0,0,0,0,3,13,21,38,4,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1708888,184,8,0,0,0,0,0,7,17,34,2,"No",0,0.58,0.47,0,"No","No","No","Yes","No","No" +1364328,3,2,0,1,2,2,0,0,0,0,0,"No",0,0.84,0.89,0,"Yes","No","Yes","Yes","No","No" +2131575,4,8,0,33,48,73,11,33,57,76,8,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +2216268,0,4,0,10,13,13,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1903537,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1356845,14,8,2,12,30,45,7,22,50,70,8,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1868089,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2262643,58,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3149382,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2071974,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1563595,6,2,0,5,10,10,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2036771,59,9,52,54,126,180,22,73,158,246,60,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1571834,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1364356,630,2,0,0,0,0,2,4,30,33,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1962062,2,12,0,1,2,3,2,3,4,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1140535,2,8,0,2,2,2,0,0,1,2,1,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1911446,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2277309,132,2,46,224,448,679,70,222,453,664,78,"No",7,0.33,0.32,0,"No","No","No","Yes","No","No" +1219222,4,2,0,30,60,60,8,18,40,56,0,"No",0,0.9,0.86,0,"No","No","Yes","Yes","No","No" +1214477,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3132707,0,2,0,7,7,7,0,1,1,1,0,"No",0,0.36,0.54,0,"No","No","No","Yes","No","No" +3078018,-35,8,0,81,127,166,1,25,35,48,10,"No",9,0,0,37,"No","No","No","Yes","No","No" +2199616,25,8,1,0,22,33,6,14,27,57,5,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +2072211,26,8,0,0,0,0,4,7,12,22,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2041061,13,NA,0,0,0,0,3,6,9,12,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1460595,2,8,0,0,0,0,1,1,2,3,1,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +2272793,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1797109,34,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1223838,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2081507,0,2,0,0,0,0,1,3,3,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1976283,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1795747,166,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +2050198,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1602739,3,2,0,0,0,0,1,1,1,2,1,"No",0,-99,0.95,0,"No","No","No","Yes","No","No" +1936087,3,8,0,1,4,5,1,5,7,11,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +3107028,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.8,0,"No","No","Yes","Yes","No","No" +2941714,37,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1544850,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2083571,10,3,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.78,0,"No","No","No","Yes","No","No" +1824977,27,2,0,0,0,0,0,13,20,24,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2863421,78,12,0,0,0,0,1,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2191823,46,9,0,0,0,0,0,4,13,13,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +2817487,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.9,0,"Yes","No","No","Yes","No","No" +3041555,114,8,0,0,0,0,1,8,10,16,0,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1613018,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3189210,1,8,0,0,1,2,0,1,1,1,1,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1759837,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1610553,45,8,2,54,54,108,8,24,60,78,25,"No",0,0.1,0.07,0,"No","No","No","Yes","No","No" +1599554,7,2,0,2,4,4,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +1121394,-1,2,0,28,42,42,13,16,24,35,10,"No",0,0.99,0.9,1,"No","No","No","Yes","No","Yes" +1269425,1,2,0,0,0,1,1,1,1,2,1,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","Yes" +1679964,0,8,0,5,11,11,2,11,15,18,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +1749187,2,8,0,1,2,3,0,1,1,2,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1513779,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3189822,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1532678,-7,8,0,76,76,85,29,38,79,119,14,"No",0,0.74,0.74,7,"No","No","No","Yes","No","Yes" +2057110,111,12,6,7,7,7,0,0,9,12,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1643579,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1384357,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1232626,2,12,0,0,0,0,1,1,2,3,0,"No",0,0.75,0.7,0,"No","No","No","Yes","No","Yes" +3175346,14,8,0,15,30,60,4,20,39,49,9,"No",0,1,1,0,"No","No","No","Yes","No","No" +2238747,0,2,6,362,570,570,0,0,0,0,55,"No",192,0.7,0.7,0,"No","No","No","Yes","No","Yes" +1824491,722,8,11,0,0,0,42,127,241,409,82,"No",0,0.9,0.77,0,"No","No","No","Yes","No","No" +1653823,99,8,0,0,0,100,7,31,73,124,17,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1405212,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3278114,5,8,0,0,1,4,0,2,4,8,1,"No",0,1,0.33,0,"No","No","Yes","Yes","No","No" +2247425,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2270272,0,9,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2823785,163,2,72,390,719,1094,140,524,895,1195,89,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3107777,1946,8,1553,4096,7424,10880,1389,4249,9095,14214,2977,"No",0,1,1,0,"No","No","No","Yes","No","No" +1467120,3,2,0,30,30,60,3,11,19,24,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2909722,18,8,35,181,256,331,51,136,199,298,38,"No",0,0.51,0.6,14,"No","No","No","Yes","No","No" +2162945,15,52,0,0,0,0,0,1,6,8,2,"No",0,0.61,0.71,0,"Yes","No","No","Yes","No","No" +2238000,0,8,0,5,5,5,2,2,2,4,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2881294,38,8,0,0,0,0,0,3,3,4,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1965704,2710,8,0,0,0,0,0,13,27,48,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1895373,65,2,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1181102,1,8,0,6,10,13,2,6,8,11,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","Yes" +3207602,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2295136,27,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1433549,18,8,2,50,82,114,8,37,61,97,13,"No",12,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1362820,248,12,0,0,0,0,0,2,2,2,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1597273,38,0,15,155,245,365,42,108,192,263,32,"No",0,0,0,0,"No","No","Yes","No","No","No" +1602465,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2064256,10,2,0,12,18,18,5,15,26,39,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2237665,24,8,6,0,7,14,2,14,25,38,3,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2310095,4,2,0,2,3,3,0,0,0,0,1,"No",0,0.15,0.09,0,"Yes","No","No","Yes","No","No" +1181563,39,8,0,0,0,0,1,6,9,10,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1534308,369,8,3,236,236,536,54,188,479,698,84,"No",0,0,0.49,0,"No","No","No","Yes","No","No" +1306204,12,2,0,0,0,0,0,4,6,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2949538,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1995368,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3162214,90,12,0,0,0,0,0,0,0,1,2,"No",0,0.56,0.58,0,"No","No","Yes","Yes","No","No" +1513578,98,16,2,38,103,142,10,39,80,115,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2226164,2,2,0,50,74,98,6,22,38,67,24,"No",7,0.07,0.33,0,"No","No","No","Yes","No","Yes" +1564095,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3079900,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"Yes","No","No","Yes","No","No" +1744562,4,8,0,0,0,0,0,0,1,5,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2276642,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1553206,104,NA,0,0,0,0,1,1,2,3,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1431667,0,9,0,3,3,4,1,2,3,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3025632,0,2,0,5,8,10,6,7,11,12,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","Yes" +1709973,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1731838,1372,8,450,2385,4230,5580,676,2066,4111,6172,625,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2224696,34,2,0,0,0,0,0,0,7,26,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +3003766,5,2,0,9,20,32,1,4,4,4,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","Yes" +2128026,112,52,0,0,0,0,0,2,9,13,4,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1432650,258,8,1,111,186,261,30,116,249,454,67,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1848610,10,8,0,0,0,0,0,0,1,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2945968,108,8,0,0,0,0,0,0,18,40,0,"No",0,0.11,0.13,0,"Yes","No","No","No","No","No" +1262636,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"Yes","No","No","Yes","No","No" +1537654,25,9,26,18,18,18,1,15,36,49,19,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1319194,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3207801,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1452544,0,12,0,78,78,78,0,1,1,2,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1770610,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1619664,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2882306,7,9,0,18,18,18,2,6,11,18,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1418977,9,8,0,0,2,12,4,16,24,25,2,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1415954,325,2,7,1200,1200,1200,104,334,591,725,126,"No",0,1,1,0,"No","No","No","Yes","No","No" +2807982,1248,8,0,0,0,0,7,35,86,133,16,"No",0,0.73,0.7,0,"No","No","Yes","Yes","No","No" +3281887,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.11,0,"Yes","No","No","Yes","No","No" +1540368,2,8,0,32,32,64,0,15,23,30,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1343310,20,9,0,0,0,0,0,2,7,13,4,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1501446,85,12,0,0,0,0,2,8,8,10,7,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1787497,10,16,2,58,82,106,8,32,62,94,11,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1465344,53,2,0,0,0,0,61,89,98,107,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1969715,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1803764,-3,16,0,13,28,28,4,8,13,19,2,"No",0,0.62,0.62,3,"Yes","No","Yes","Yes","No","Yes" +1174911,8,8,0,9,18,27,2,11,17,31,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2145425,0,12,0,4,4,4,1,6,7,9,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3077302,3,8,0,77,104,131,72,117,157,202,19,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +3177728,50,2,30,30,90,150,19,51,88,94,6,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2013722,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.92,0,"Yes","No","No","Yes","No","No" +1259700,13,2,0,42,70,112,9,38,84,107,0,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +2111701,0,8,0,58,58,58,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2091961,458,8,0,631,1478,2083,0,0,0,0,0,"Yes",0,0.59,0.77,0,"No","No","No","Yes","No","No" +1672438,479,12,0,0,0,0,0,0,1,4,0,"No",0,0.27,0.22,0,"No","No","No","Yes","No","No" +1562110,8,2,0,18,18,18,11,20,23,23,0,"No",0,0.24,0.31,0,"Yes","No","Yes","Yes","No","Yes" +3255000,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1822689,133,2,2,0,56,56,9,38,64,138,39,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1435716,4,8,0,6,10,16,3,5,8,18,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","Yes" +1377123,0,8,0,10,20,25,10,15,15,15,1,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1916920,307,4,28,376,879,1342,158,510,923,1476,91,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3170386,109,2,0,0,28,84,18,41,140,184,7,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1735082,53,NA,0,0,0,0,0,0,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1162273,3,2,0,0,0,0,1,2,3,4,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","Yes" +1708282,0,8,1,0,1,1,1,1,2,3,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3034513,0,2,9,0,6,6,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1488087,17,8,0,0,7,21,4,7,11,18,1,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1680968,-21,8,0,279,413,516,44,150,299,505,40,"No",6,0.61,0.61,37,"No","No","No","Yes","No","Yes" +1308895,53,8,12,416,740,1064,137,401,659,864,100,"No",0,0.92,0.93,1,"No","No","No","Yes","No","Yes" +1369233,1,8,0,10,20,30,0,2,12,16,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +2068345,6,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1899819,67,8,0,0,0,0,1,3,5,7,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1586628,657,12,101,618,708,978,149,357,561,949,319,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1467107,7,8,2,498,840,966,34,130,362,578,0,"No",45,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2969275,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1330934,0,8,0,15,15,20,0,4,14,19,0,"Yes",0,0,0,0,"No","No","No","Yes","No","Yes" +3181392,11,8,0,0,0,0,1,2,2,3,1,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","No" +3168546,2,2,0,1,3,5,0,2,2,2,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1257694,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1460708,49,9,22,0,50,80,3,20,77,102,5,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2923892,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2906464,7,9,0,0,0,0,0,1,3,3,3,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1964386,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.81,0.82,0,"Yes","No","No","Yes","No","No" +2824585,289,2,0,0,0,0,3,3,4,7,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1981803,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1552703,190,8,0,79,154,204,18,75,150,262,89,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1184321,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.8,0,"No","No","No","Yes","No","Yes" +3099753,2,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2315566,31,9,0,0,0,0,1,1,3,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1803409,179,12,32,0,98,181,16,80,201,325,24,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2810603,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","No" +1793691,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1624023,5,12,0,1,2,2,0,1,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3222726,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1385312,54,8,0,0,0,0,2,4,5,5,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2116116,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.37,0,"No","No","No","Yes","No","No" +1530378,7,9,0,12,28,44,0,9,18,23,0,"No",4,0.9,0.82,0,"No","No","No","Yes","No","No" +1512222,19,NA,0,0,0,0,0,3,4,4,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2123725,9321,9,406,3840,7680,11520,1863,6091,11918,18217,1784,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1318889,30,4,8,3,3,3,1,1,1,1,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1693001,2,8,0,99,99,99,1,12,18,25,0,"No",0,0,0.18,0,"No","No","No","Yes","No","Yes" +1985132,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3215158,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","No","No","No" +1539543,0,8,0,28,48,63,23,39,54,56,5,"No",0,0.88,0.81,0,"No","No","No","Yes","No","Yes" +1539124,4,8,0,36,54,72,5,15,31,47,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1797910,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","No","No","No" +3027499,6,2,0,5,10,20,6,12,18,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1460614,5651,2,1220,9600,18000,26400,566,1599,3408,5328,673,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1460316,765,8,4,0,0,0,15,35,74,140,23,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1243480,13,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3197026,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +1885085,6,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1680567,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2871648,1,9,0,0,0,0,1,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2087431,12,8,0,11,27,39,4,17,43,58,4,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1761458,551,8,6,0,0,0,21,75,155,235,36,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1671559,20,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1635766,0,NA,0,75,75,75,0,0,0,0,4,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1127446,24,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2948928,222,8,54,85,175,205,34,104,194,296,137,"No",0,0.5,0.49,0,"No","No","No","Yes","No","No" +2087051,130,2,26,150,330,450,39,134,305,415,53,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1341263,6,4,0,0,5,10,2,8,15,20,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","Yes" +1195042,21,9,3,72,100,170,20,47,116,137,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1586037,5,2,0,2,8,10,4,7,17,23,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1252861,0,8,0,6,8,12,2,7,9,18,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","Yes" +3197777,4,12,0,12,18,24,0,4,6,9,2,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1771864,43,8,0,0,0,0,1,1,1,1,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +2170373,17,4,0,0,0,0,1,2,3,3,0,"No",0,0.84,0.87,0,"Yes","No","Yes","Yes","No","No" +1653792,4959,8,0,0,0,0,1,6,8,10,2,"No",0,0.66,0.73,0,"No","No","Yes","Yes","No","No" +1411215,8,8,0,10,17,24,5,12,25,41,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1234502,168,8,0,50,50,50,11,33,130,149,16,"No",0,0.94,0.98,0,"No","No","No","Yes","No","No" +1164325,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1589891,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3067128,19,15,0,0,0,0,1,4,6,8,13,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1115453,55,8,0,216,360,492,30,108,275,340,51,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +2805087,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2976679,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3217527,35,4,0,0,0,0,0,1,1,1,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1113181,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1481626,134,8,125,416,812,1280,106,423,888,1220,141,"No",0,0.13,0.09,1,"No","No","Yes","Yes","No","No" +1346246,11,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2065364,237,8,2,100,300,400,43,164,439,657,67,"No",0,0.5,0.85,0,"No","No","No","Yes","No","No" +1367141,2,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2104440,18,8,1,0,0,0,1,4,10,13,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1423684,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1267181,0,4,0,13,13,13,0,0,0,0,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","Yes" +1738479,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1802084,49,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" 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+3058414,191,9,0,179,179,179,11,36,271,338,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1812000,227,8,0,6900,11100,16200,0,0,0,0,0,"No",900,0,0,0,"No","No","No","Yes","No","Yes" +1169790,39,8,0,0,0,0,3,9,23,30,14,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1781570,9,2,0,0,0,0,0,1,2,2,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +1880646,0,8,0,2,4,5,1,3,5,5,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2956509,24,52,0,0,0,0,2,6,11,15,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2304448,0,12,0,62,62,62,0,0,0,0,1,"No",60,0.56,0.55,0,"No","No","No","Yes","No","Yes" +2859566,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2238199,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1254231,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1437631,1144,8,0,1200,1200,1200,0,0,0,0,0,"No",0,0.53,0.73,0,"No","No","No","Yes","No","No" +1436516,-6,8,0,30,38,46,8,23,26,38,11,"No",0,0.46,0.45,6,"No","No","No","Yes","No","Yes" +1124204,1354,8,120,1080,3240,4320,514,1370,2725,4207,412,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +2147474,6,8,0,0,4,7,0,1,7,12,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1688698,490,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3034740,4,8,0,25,25,25,0,4,11,15,1,"No",0,0.06,0.21,0,"No","No","No","Yes","No","No" +2049009,253,8,0,0,0,0,49,97,97,97,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1233315,966,8,0,0,0,0,5,9,28,56,31,"No",0,0.88,0.7,0,"No","No","Yes","Yes","No","No" +1125134,11,2,0,0,0,0,1,2,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1786735,10,8,40,0,0,0,0,0,0,0,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +2132727,416,2,54,270,540,855,91,236,405,483,109,"No",0,0.93,0.9,0,"Yes","No","No","Yes","No","No" +2918897,36,8,0,0,0,0,0,0,0,0,1,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","No" +2850870,7,12,0,50,50,50,0,0,0,0,0,"No",0,0.27,0.26,0,"Yes","No","No","No","No","No" +3189785,1474,8,0,0,0,0,5,17,234,572,501,"No",0,0.47,0.48,0,"No","No","No","Yes","No","No" +2206930,3,9,0,0,0,0,0,3,3,6,2,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1787026,9,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2258620,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.59,0,"No","No","Yes","Yes","No","No" +1713573,14,8,0,4,12,22,4,12,25,35,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1300889,135,8,5,144,261,417,42,155,262,407,49,"No",0,-99,1,0,"No","No","No","Yes","No","No" +3239810,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.45,0.43,0,"No","No","No","Yes","No","No" +3124861,127,8,0,0,0,0,0,2,4,8,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3219998,16,8,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.87,0,"Yes","No","No","Yes","No","No" +1830472,2,8,0,1,3,4,0,1,3,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1803136,48,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1858687,2,2,0,0,2,3,1,1,4,5,1,"No",0,0.91,0.86,0,"No","No","Yes","Yes","No","Yes" +1778358,0,2,0,5,8,8,0,0,3,3,0,"No",0,0.84,0.66,0,"Yes","No","Yes","Yes","No","Yes" +3158254,4,12,0,0,0,1,0,0,2,3,0,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +2173073,225,9,159,442,829,1153,136,548,1008,1690,1570,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2209032,68,8,20,90,156,244,26,75,156,219,25,"No",0,0.48,0.26,0,"No","No","No","Yes","No","No" +1395302,21,8,0,0,4,12,7,18,82,97,1,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2263682,0,2,0,2287,3247,4207,0,1,1,1,144,"No",0,0.33,0.33,0,"No","No","No","Yes","No","Yes" +3245649,145,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2816902,25,2,5,35,75,120,7,28,36,37,0,"No",5,0.15,0.18,0,"No","No","No","Yes","No","Yes" +1136658,68,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1524785,26,4,0,10,35,60,0,11,20,22,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +1734032,6,2,0,0,4,6,3,3,3,3,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +3012497,9,2,0,18,36,72,6,19,31,48,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1767768,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1414035,0,NA,0,4,5,7,0,3,3,5,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1452843,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2055154,11,8,0,0,0,0,0,1,2,4,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2111137,32,8,24,28,64,106,19,59,113,175,36,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2302077,6,0,1,50,75,125,15,46,77,113,3,"No",0,0,0,0,"No","No","No","No","No","Yes" +2166945,0,8,0,50,50,50,46,55,66,71,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2924645,6,2,0,16,16,16,3,6,9,10,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3181587,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1913991,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +1674346,26,8,0,28,45,79,11,35,81,108,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1188924,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.7,0,"No","No","Yes","Yes","No","No" +1205889,148,12,0,0,0,0,3,6,10,24,1,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +2894675,0,2,0,6,9,10,0,0,0,0,0,"No",0,0.54,0.56,0,"No","No","No","Yes","No","No" +2310134,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.52,0.7,0,"No","No","No","Yes","No","No" +1946165,39,8,0,0,0,0,2,4,4,12,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1290567,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3272547,24,8,0,12,46,71,5,21,57,86,15,"No",0,0.87,0.91,0,"No","No","Yes","Yes","No","No" +1561768,0,2,0,5,7,7,0,0,0,0,0,"No",2,0.63,0.72,0,"Yes","No","No","Yes","No","No" +3041674,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1641709,4,8,5,5,10,20,1,8,17,19,1,"No",0,0.88,0.85,0,"No","No","No","Yes","No","No" +1186249,2,12,0,0,0,0,0,1,1,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1362636,8,8,0,8,16,28,1,7,11,14,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1810470,6,NA,0,0,0,0,0,1,6,10,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1370378,29,2,0,0,0,0,0,0,0,0,2,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1394372,6,8,0,0,0,0,0,0,5,5,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2221139,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +3018206,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3033851,29,4,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2153349,8,8,0,8,8,8,6,7,7,7,0,"No",0,0.86,0.79,0,"Yes","No","No","Yes","No","No" +3232209,217,12,6,0,0,35,25,58,89,126,41,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1278866,21,NA,0,0,0,0,3,7,14,18,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1221682,40,12,0,15,15,15,0,0,0,0,6,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1465347,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3164677,19,NA,0,0,0,0,1,2,3,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2230953,0,2,10,0,0,0,3,3,4,6,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1955324,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2172376,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2062426,1,8,0,19,19,28,1,6,12,18,0,"No",0,0.16,0.16,0,"No","No","No","Yes","No","Yes" +2900725,797,8,0,0,0,0,1,9,12,20,2,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1252734,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +3028105,132,2,8,26,26,62,12,31,74,118,17,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1832656,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1220095,6,3,0,24,36,54,4,11,27,41,5,"No",0,0.75,0.63,0,"No","No","No","Yes","No","No" +3211627,37,2,3,30,66,102,11,32,62,108,11,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2892008,270,4,0,170,170,260,91,151,291,440,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1112343,2,14,0,0,0,0,0,0,0,1,1,"No",0,0.3,0.38,0,"No","No","No","Yes","No","No" +3043719,1725,2,0,0,0,0,13,24,43,61,56,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3091455,5,8,0,1,3,4,1,3,6,8,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1428916,52,8,30,47,86,127,12,40,76,110,26,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3157253,0,8,0,0,0,0,0,0,2,4,2,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1763272,0,2,0,24,24,24,0,0,0,0,0,"No",0,0.78,0.69,0,"Yes","No","No","Yes","No","Yes" +2959640,2,8,0,5,5,5,0,0,2,4,0,"No",5,0.85,0.8,0,"No","No","No","Yes","No","No" +2880511,77,NA,0,0,0,0,3,7,13,15,71,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2104204,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1665029,85,4,0,0,0,0,1,5,6,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2206758,0,2,0,3,3,6,0,0,2,2,0,"No",0,0.34,0.38,0,"Yes","No","No","Yes","No","Yes" +3033229,34,8,50,199,355,495,61,154,297,425,46,"No",0,1,1,0,"No","No","No","Yes","No","No" +1773679,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2908499,6,8,0,0,2,4,0,4,5,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1952844,1,4,0,8,14,20,2,9,18,24,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1133506,9,2,0,11,21,31,2,14,22,28,0,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +2263043,0,2,2,3,6,7,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +2011125,14,8,0,0,10,24,3,12,26,37,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1332002,0,2,0,8,13,18,0,0,1,1,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +3159948,32,4,77,0,35,105,15,21,21,21,0,"No",0,0.22,0.21,0,"No","No","No","Yes","No","No" +2829829,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3146784,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2291280,0,2,0,64,72,79,0,0,0,0,0,"No",0,0.59,0.73,0,"No","No","No","Yes","No","Yes" +1300327,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2836829,22,12,0,0,0,0,0,1,1,1,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +2067437,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2044669,145,8,67,79,235,391,33,125,297,469,46,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1500302,-1,NA,0,0,0,0,6,20,45,65,9,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2168143,3,8,0,0,0,0,2,4,7,14,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +2277155,20,8,0,0,8,8,0,3,7,14,3,"No",0,0.77,0.48,0,"No","No","No","Yes","No","No" +3009760,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +1537115,0,8,0,58,58,58,0,1,1,1,0,"No",0,0.76,0.77,0,"Yes","No","Yes","Yes","No","Yes" +1506028,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2129172,0,2,0,4,7,7,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","Yes" +1334369,53,8,0,285,475,651,34,142,344,617,55,"No",0,0.06,0.13,0,"No","No","Yes","Yes","No","Yes" +2013819,0,2,0,16,16,16,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +2969040,17,8,0,0,0,8,5,10,16,17,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1860923,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1353262,1,2,0,3,3,3,4,5,5,5,0,"No",0,0.87,0.93,0,"Yes","No","Yes","Yes","No","Yes" +1331158,1114,9,1505,0,650,1521,259,1049,1758,2781,444,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1790252,12,8,0,92,137,182,17,61,109,166,18,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +3283389,2,8,0,0,0,0,0,0,0,1,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1193585,145,8,26,132,258,405,27,90,230,389,44,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3029794,13,8,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +2188744,326,8,121,518,830,1142,189,587,999,1665,123,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +2232602,25,8,0,0,0,0,0,1,4,8,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1948911,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1377190,53,4,200,0,0,0,0,75,91,91,0,"No",0,0.62,0.81,0,"Yes","No","No","Yes","No","No" +2004386,10,8,0,0,0,0,1,3,9,11,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1483781,0,8,0,17,26,40,4,11,20,26,4,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +1556527,3,52,0,0,0,0,0,0,0,1,1,"No",0,0.89,0.89,0,"Yes","No","No","Yes","No","No" +1403847,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3081345,1,4,0,2,4,5,2,4,5,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1560662,1195,8,0,0,0,0,2,3,6,7,5,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +1910979,128,8,132,48,120,274,27,139,248,311,28,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +1366818,124,2,63,120,270,390,131,224,369,526,47,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1535920,28,4,1,0,1,8,1,4,18,32,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1322627,0,2,0,72,108,108,0,0,0,0,5,"No",0,0.59,0.49,0,"Yes","No","No","No","No","Yes" +1898195,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +2199816,118,8,0,100,200,200,19,63,115,189,41,"No",0,1,1,0,"No","No","No","Yes","No","No" +2207966,957,8,324,840,1960,2940,291,1061,2120,3271,316,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2176061,0,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1776324,0,8,0,7,7,8,1,5,12,14,2,"No",2,0,0,0,"No","No","Yes","Yes","No","Yes" +1130131,201,5,0,0,0,0,5,21,66,89,15,"No",0,0.64,0.67,0,"No","No","No","Yes","No","No" +2141348,2,12,0,0,0,0,0,0,0,1,1,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +2049887,4,2,0,37,67,97,6,6,6,6,7,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +2964766,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1892149,-4,NA,7,0,0,0,7,21,45,73,21,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2074059,5,12,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1633993,0,5,0,14,23,25,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1214182,46,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +3206653,6,NA,0,0,0,0,0,0,7,16,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1227513,19,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1376314,1033,8,93,960,2060,3880,623,2271,4234,5812,383,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1582506,1,2,0,0,1,1,0,0,0,0,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","Yes" +1919144,1264,2,742,2520,5220,8280,841,3032,6349,9129,852,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2277778,517,2,0,0,0,0,44,72,239,488,69,"No",0,0.85,0.77,0,"Yes","No","Yes","Yes","No","No" +2034254,80,2,0,0,0,0,3,10,17,25,3,"No",0,0.73,0.72,0,"Yes","No","No","Yes","No","No" +2039687,0,12,0,6,7,9,0,1,5,6,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2833017,72,8,0,0,0,40,4,21,53,75,17,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3010993,62,NA,0,0,0,0,3,7,15,21,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1685904,0,2,0,54,54,54,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1549717,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2846725,29,8,0,60,60,120,11,28,38,63,3,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1469337,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3079242,4,2,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1541979,7,14,0,0,0,0,2,3,3,4,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1817864,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2045235,0,2,0,136,220,256,20,32,32,32,16,"No",8,0.89,0.78,0,"No","No","No","Yes","No","Yes" +1733198,4,9,0,0,2,4,2,2,5,8,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3183351,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.5,0,"No","No","No","Yes","No","No" +1656694,4,8,0,0,0,0,3,9,30,46,1,"No",0,0.88,0.92,0,"No","No","No","No","No","Yes" +2215479,1,12,0,21,21,21,0,3,9,14,3,"No",0,0.66,0.66,0,"No","No","Yes","Yes","No","Yes" +2186441,57,2,0,0,0,0,9,17,27,50,13,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1494090,0,12,0,2,5,5,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2910738,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +2068110,342,8,95,616,1184,1784,187,615,1219,1835,152,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1383268,0,8,4,19,27,31,5,25,37,51,5,"No",0,0.73,0.73,4,"No","No","No","Yes","No","Yes" +2301580,2,12,0,1,1,2,0,0,2,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2307673,43,8,0,0,0,0,0,0,1,1,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2310770,1,8,0,3,4,5,1,7,16,20,5,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1967696,100,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1139461,7,8,9,135,220,290,58,104,169,239,67,"No",0,0.81,0.88,2,"No","No","No","Yes","No","Yes" +1677710,74,2,60,100,250,400,50,166,338,457,5,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1531753,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1728593,12,12,0,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3217744,320,8,60,400,800,1200,139,362,683,1019,113,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2928305,1,2,0,6,12,16,1,4,10,13,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1776503,288,2,993,840,2220,3630,13,13,13,13,159,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1855802,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2133839,20,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1230712,6,4,0,0,0,1,4,4,4,9,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1294768,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2265471,355,8,700,0,700,700,92,334,655,1137,147,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1427972,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1276962,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1704423,1,8,0,1,1,2,0,0,0,4,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1901722,93,8,0,0,0,0,0,2,7,10,1,"No",0,0.5,0.75,0,"Yes","No","No","Yes","No","No" +1592526,310,4,0,0,0,0,145,710,1490,3086,8,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3044802,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3245696,0,12,0,5,5,5,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2121992,45,4,0,0,0,0,0,0,2,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3037160,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2066593,236,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1653711,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2166936,301,8,0,0,0,0,0,0,3,6,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2029547,7,9,0,0,1,3,1,2,9,11,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2215393,0,12,0,20,40,40,6,10,21,24,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1828344,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +2827620,558,4,0,0,0,0,4,8,15,19,0,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","No" +2303891,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2264198,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1198829,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1814109,179,8,0,0,0,0,0,1,1,2,2,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1935391,0,12,0,4,5,7,1,4,4,5,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2208705,9,15,0,0,0,0,1,4,12,16,10,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3092799,102,2,62,108,189,270,39,104,157,255,56,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1413036,9,8,0,0,0,0,0,3,3,3,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1235615,38,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2098040,1002,8,106,0,163,459,83,272,572,732,61,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +3017720,3,8,0,0,1,2,2,2,6,6,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1228668,12,NA,0,0,0,0,0,2,6,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1276623,0,0,0,1,1,1,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1220494,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2023911,1222,8,0,0,0,0,1,2,3,5,2,"No",0,0.62,0.62,0,"Yes","No","Yes","Yes","No","No" +1728333,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1726351,8,NA,2,0,0,0,2,6,13,25,2,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2251249,2,8,0,2,5,7,4,5,8,13,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1211912,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2847574,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1261842,5470,NA,5,0,0,0,14,74,172,249,718,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1611037,33,9,2,17,25,33,12,24,59,81,11,"No",0,0.86,0.84,4,"No","No","No","Yes","No","No" +2908625,8,8,0,0,0,0,0,1,2,6,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2118855,6,8,0,7,14,21,2,6,14,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3203614,261,2,17,0,120,240,70,188,323,490,69,"No",0,0.83,0.91,0,"No","No","No","No","No","No" +1423289,115,8,0,0,30,180,11,73,182,228,13,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +1383445,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1479131,-2,12,67,70,70,70,7,46,91,245,0,"No",0,0.76,0.78,2,"No","No","No","Yes","No","No" +1752537,32,9,0,0,0,0,2,5,7,16,6,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3206295,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1768512,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1688470,-10,8,1000,1000,2000,2000,76,302,603,1055,315,"No",0,0,0,10,"No","No","Yes","Yes","No","Yes" +1862771,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1697773,121,3,1,228,534,861,42,224,389,597,15,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2949436,72,4,54,39,78,117,26,96,214,326,24,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1890743,9,8,0,0,0,2,0,4,14,16,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2818548,1690,4,0,0,0,0,0,0,40,40,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2903406,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2248481,347,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2947442,9,2,0,0,0,0,0,1,3,5,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2943826,105,0,0,0,0,0,3,12,26,47,2,"No",0,0,0,0,"No","No","No","No","No","No" +1846580,0,2,0,30,30,30,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1140552,10,2,0,24,24,24,0,0,0,0,0,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1805394,251,12,0,400,600,800,134,318,670,1035,76,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1605027,8,8,0,0,0,0,1,3,4,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1758649,19,8,17,20,20,40,13,18,25,51,8,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2907732,41,8,2,0,0,4,1,5,39,52,2,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1445318,19,4,0,10,20,20,5,13,27,47,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2809422,62,8,2,0,0,0,5,14,29,46,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2060679,3,2,0,10,10,10,1,1,3,9,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1892484,23,8,0,3,12,15,3,11,26,46,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1605975,0,12,1,7,7,7,1,5,7,8,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2870617,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","Yes" +2205845,314,8,1,0,0,0,12,40,133,211,17,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +1216590,12,12,0,0,0,4,0,1,6,9,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1996752,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1521768,5,4,0,5,10,10,5,7,16,24,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1979474,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3236285,329,8,22,129,403,633,59,227,613,999,84,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1127564,2159,17,0,0,0,0,4,9,18,45,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2867867,44,8,3,32,62,92,6,32,59,109,19,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1385220,10,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2103289,60,2,1,210,390,570,105,324,630,868,55,"No",0,1,1,0,"No","No","No","Yes","No","No" +3109513,28,52,0,0,0,0,5,14,24,30,8,"No",0,0.66,0.64,0,"Yes","No","Yes","Yes","No","No" +1772141,968,8,200,3650,6700,9700,962,2788,5549,8303,330,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3132159,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1188612,1210,8,0,0,0,0,310,360,720,1110,89,"No",0,1,1,0,"No","No","No","Yes","No","No" +1861889,51,8,0,0,0,0,4,18,48,73,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2839661,146,2,0,0,0,0,16,41,71,100,4,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1130378,1629,17,0,1800,3600,5400,594,1644,3411,5738,652,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2881041,11,2,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2118199,145,8,1,77,154,154,13,63,152,242,33,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3163635,0,9,0,5,6,6,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1455701,9,2,0,0,0,0,2,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1251053,504,8,22,149,582,1212,325,1082,1675,2073,112,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1409949,199,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1596692,203,8,0,0,0,0,1,3,3,7,2,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +2138589,13,8,1,1,2,7,0,4,11,19,8,"No",0,0.88,0.91,0,"No","No","Yes","Yes","No","No" +1715929,6,8,0,187,304,416,38,138,272,426,27,"No",19,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2915005,25,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.74,0,"Yes","No","No","No","No","No" +1540026,114,8,5,100,100,200,17,45,96,173,165,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +2126100,14,2,0,0,0,0,2,2,2,4,1,"No",0,0.84,0.49,0,"No","No","Yes","Yes","No","No" +3114787,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2100758,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1968856,69,0,0,0,0,0,0,1,2,6,1,"No",0,0,0,0,"No","No","No","No","No","No" +3050622,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1294933,11,2,0,0,0,0,0,0,2,2,1,"No",0,0.79,0.91,0,"Yes","No","No","Yes","No","No" +1727854,1,NA,0,0,0,0,5,8,10,11,3,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1536544,0,8,0,156,204,255,0,0,0,0,8,"No",8,0,0,23,"No","No","No","Yes","No","Yes" +2078909,4,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2971583,2000,8,0,0,1000,2000,160,720,1479,2328,282,"No",0,1,1,0,"No","No","No","Yes","No","No" +3036144,155,2,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1217715,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2184073,31,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1816521,6,12,0,0,0,0,0,2,2,3,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +1228037,4,2,0,0,0,0,1,1,1,1,2,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +1832929,0,2,12,5,5,5,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1246814,0,8,0,5,7,10,5,5,9,10,4,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1559723,201,2,0,0,0,0,3,14,26,45,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +3055521,10,8,0,0,6,12,0,3,7,10,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2824366,4,12,0,16,24,32,3,15,22,34,3,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1672722,12,8,1,48,96,144,15,43,70,95,1,"No",0,0.5,0.5,0,"No","No","No","Yes","No","Yes" +2886169,34,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1900393,2,12,2,0,3,4,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1567693,0,8,0,5,5,5,0,0,2,5,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2127046,0,4,0,3,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","No","No","No" +1529482,0,2,1,33,33,33,0,2,5,5,0,"No",0,0.3,0.3,0,"Yes","No","No","No","No","Yes" +1833098,83,8,0,0,0,0,3,10,19,26,2,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +1743714,12,8,0,0,0,0,0,1,2,3,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +2128567,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1841615,0,NA,0,5,8,10,1,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2051108,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2155453,0,12,0,10,12,12,1,8,14,18,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2869168,4,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1740996,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1563363,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1411072,74,2,21,92,197,304,40,132,252,369,44,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1243037,0,8,0,15,20,25,0,2,6,13,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1148933,203,8,193,221,473,725,93,287,588,781,86,"No",0,0.91,0.96,3,"No","No","No","Yes","No","No" +1981748,0,2,10,10,20,20,0,0,0,0,0,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","Yes" +1943460,6,2,0,5,5,5,0,0,3,3,1,"No",0,0.74,0.73,0,"Yes","No","Yes","Yes","No","No" +1284178,232,4,0,0,0,0,19,44,101,111,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1691033,41,2,0,0,0,0,0,1,3,5,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +1257853,73,12,92,1586,2554,3610,544,1325,2359,3133,329,"No",64,0.69,0.68,26,"No","No","No","Yes","No","Yes" +1293798,11,8,0,8,24,32,6,14,34,42,8,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1333557,2,9,0,0,1,2,0,1,1,2,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3145896,38,2,0,0,19,38,6,53,59,62,2,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1467801,0,2,0,83,107,107,3,3,3,3,4,"Yes",0,0.47,0.51,3,"Yes","No","No","Yes","No","Yes" +1191269,29,12,1,0,2,12,6,16,46,70,6,"No",0,0.68,0.58,0,"No","No","No","Yes","No","No" +1602714,1,4,4,3,6,9,0,3,7,10,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3140181,8,2,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1773515,7,8,0,10,20,25,38,75,88,92,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1568642,2,8,0,8,12,20,2,7,9,13,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +3268416,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2038768,7,8,0,4,14,28,2,13,31,37,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3084579,6,8,0,0,0,0,0,0,0,2,0,"No",0,1,0.9,0,"Yes","No","No","Yes","No","No" +1671032,37,2,0,0,0,0,10,26,54,57,1,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1760688,0,12,0,9,9,9,1,2,5,5,0,"No",1,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2254604,47,2,0,0,0,0,0,2,3,3,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1150274,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1544325,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1448105,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1765462,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3249365,54,0,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +2876113,103,8,0,75,75,75,8,29,50,84,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +2224565,9,16,0,0,0,0,0,1,1,1,2,"No",0,0.66,0.63,0,"No","No","Yes","Yes","No","No" +2885366,161,8,0,212,212,265,0,54,165,255,175,"No",0,0.73,0.87,0,"No","No","No","Yes","No","No" +1916684,0,2,0,493,859,1224,2,11,11,11,44,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2308161,9,12,0,3,6,6,0,5,7,9,2,"No",0,0.61,0.6,0,"No","No","Yes","Yes","No","No" +1546216,12,8,0,0,0,0,0,2,6,6,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3221720,223,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.58,0,"No","No","No","Yes","No","No" +2192891,-3,8,0,47,79,113,1,16,35,68,0,"No",0,0.73,0.79,3,"No","No","No","Yes","No","Yes" +1256209,-8,2,0,66,66,66,10,10,10,10,4,"No",40,0.29,0.43,8,"Yes","No","No","Yes","No","Yes" +2895279,29,2,0,0,0,0,1,1,2,3,1,"No",0,0.7,0.72,0,"No","No","No","Yes","No","No" +1850099,7,8,4,0,0,0,0,1,3,6,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2817013,1,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3249437,10,8,0,27,36,63,9,19,35,61,2,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1911689,17,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2007524,6,9,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2286343,2139,2,0,96,96,96,15,87,332,380,0,"No",96,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1286677,31,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2162120,9,9,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1949324,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2853945,0,12,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2063738,53,12,1,0,30,30,3,11,47,76,9,"No",0,0.72,0.81,0,"No","No","No","Yes","No","No" +2100684,8,4,0,0,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1358400,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2291209,8,2,0,0,7,14,2,11,19,30,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1727342,0,12,2,3,6,7,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1788160,28,16,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1147196,880,9,0,0,0,0,1,1,9,18,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1254785,0,12,0,2,4,5,3,4,4,7,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1410519,14,8,0,6,18,33,6,17,26,38,7,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1346900,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +2263636,120,8,3,0,12,54,20,58,113,167,12,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +3135515,14,2,1,2,2,2,0,1,1,1,1,"No",0,0.9,0.78,0,"No","No","No","Yes","No","No" +1384282,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2096767,2,8,0,10,10,10,0,1,1,1,1,"No",0,0.75,0.64,0,"Yes","No","No","Yes","No","No" +1774416,18,8,0,0,0,0,2,4,9,13,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1880935,40,2,0,0,0,0,10,10,11,11,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1654214,83,14,42,86,122,231,25,78,200,289,46,"No",0,0.91,0.88,0,"No","No","No","Yes","No","No" +1625057,5,9,0,16,26,46,2,10,21,35,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1195542,744,8,53,1221,1221,1221,155,460,775,1016,157,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +3011717,0,2,0,91,91,91,0,0,0,0,0,"No",11,0.85,0.83,0,"Yes","No","No","Yes","No","No" +1215824,43,8,0,0,0,0,1,2,3,4,2,"No",0,0.67,0.46,0,"No","No","No","Yes","No","No" +1520550,262,8,5,10,145,242,49,114,336,581,58,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +1613632,11,8,0,0,0,0,2,7,8,21,3,"No",0,0.89,0.93,0,"Yes","No","No","Yes","No","No" +1644146,0,4,0,7,8,8,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2025768,925,12,0,0,0,0,5,45,45,50,5,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +3074867,9,8,0,0,0,0,1,1,3,3,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1639237,6,8,0,24,40,64,11,21,44,65,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2936622,296,8,1,200,400,800,70,210,483,724,81,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2171170,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3094369,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.23,0.31,0,"No","No","No","Yes","No","No" +1270685,28,2,0,0,0,0,1,2,3,3,2,"No",0,0.66,0.6,0,"Yes","No","No","Yes","No","No" +2971061,85,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3122877,40,8,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.75,0,"No","No","Yes","Yes","No","No" +2289176,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2028375,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3026473,2,8,0,1,2,3,0,2,5,6,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2055180,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3007474,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.76,0,"No","No","Yes","Yes","No","No" +3212407,19,8,0,0,0,0,1,2,4,7,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2000828,5,52,0,0,0,0,0,1,1,1,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +1230440,19,8,0,0,20,40,2,20,34,43,0,"No",0,0.52,0.46,0,"No","No","Yes","Yes","No","No" +1955581,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1735246,92,2,45,90,200,350,80,182,348,473,59,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2120506,179,8,61,200,430,568,77,240,480,805,92,"No",0,0.93,0.87,2,"No","No","No","Yes","No","No" +1399426,93,8,0,0,0,0,1,4,10,13,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1319967,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1357771,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1375157,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1752879,12,0,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +1219388,20,2,0,0,0,0,1,2,4,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1272278,0,9,0,5,5,5,2,2,2,5,2,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +1329695,0,8,0,15,30,40,3,11,27,40,0,"No",5,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1962336,4,2,5,0,5,15,2,2,8,8,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1913352,8,2,0,15,45,60,10,28,46,70,0,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2243298,197,8,7,200,400,600,9,132,292,433,59,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2126297,14,8,0,0,0,0,1,1,4,5,1,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +3108714,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2803298,8,17,0,6,18,24,3,10,13,22,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +3023222,81,2,0,0,0,0,3,5,8,12,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +1701450,699,2,532,1008,2016,3192,591,1831,2788,3959,479,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +2191906,5,4,8,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1185189,39,12,0,0,13,26,0,17,57,62,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2149997,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"Yes","No","Yes","Yes","No","No" +1629580,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3137971,45,9,4,45,90,120,21,42,69,115,25,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2035685,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","Yes" +3094400,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1911467,2,4,0,0,0,1,0,0,1,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1658783,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2847616,122,4,43,113,183,267,73,260,422,567,31,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1299855,10,2,0,20,40,60,3,16,39,53,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1233443,481,NA,0,0,0,0,5,23,37,55,21,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3105013,0,8,0,0,9,9,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1934406,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.84,0,"No","No","No","Yes","No","No" +2944905,1,8,0,2,2,3,0,0,1,1,0,"No",1,0.08,0.03,0,"No","No","No","Yes","No","Yes" +1637451,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1585235,10,12,26,15,15,24,3,13,35,54,0,"No",0,0.72,0.79,0,"No","No","No","Yes","No","No" +1161462,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1247829,10,2,0,0,0,0,3,10,10,10,0,"No",0,0.6,0.6,0,"Yes","No","No","Yes","No","Yes" +2070863,28,12,0,0,0,0,0,1,1,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2194755,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1879414,4,8,0,0,0,0,0,1,2,2,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1383249,119,8,40,192,420,612,56,207,458,734,60,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1326024,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3038792,4841,2,0,0,0,0,7,96,118,168,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1556227,106,8,5,68,108,148,15,38,120,198,26,"No",0,0.06,0.09,0,"No","No","No","Yes","No","No" +1489394,7,14,0,1,1,1,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2132174,57,12,0,4,8,16,1,4,14,15,15,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +2818264,3,8,0,0,0,0,0,0,1,5,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1849639,21,12,23,12,20,30,1,7,27,41,16,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1747116,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3193240,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2024693,7,4,0,0,2,4,1,2,4,7,2,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1795202,4,10,0,0,0,0,0,0,0,1,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2262593,0,8,0,6,6,7,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +3162904,11,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1205839,1,9,0,2,2,4,0,1,1,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1226444,310,52,1,0,0,0,7,41,150,318,63,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1494636,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.59,0.82,0,"No","No","No","Yes","No","No" +1881483,0,3,12,12,24,36,4,8,9,11,0,"No",0,0.87,0.72,0,"Yes","No","No","Yes","No","No" +1924644,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","Yes","Yes","No","No" +2278517,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1894848,126,8,1,0,0,0,4,21,51,84,28,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1918033,58,12,0,0,0,0,78,105,105,105,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","Yes" +3198366,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +3153931,30,8,0,0,0,0,0,0,2,3,1,"No",0,1,0.93,0,"Yes","No","No","No","No","No" +1959024,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1905964,11,2,0,0,0,0,0,0,6,6,0,"No",0,0.83,0.83,0,"Yes","No","No","Yes","No","No" +3074098,180,8,0,0,0,0,0,0,0,0,1,"No",0,-99,0.28,0,"No","No","Yes","Yes","No","No" +1658993,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2951388,1,8,0,1,1,2,0,0,2,3,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1286530,35,8,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2072100,8,2,0,0,0,0,2,5,7,7,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3021172,8,8,0,0,0,2,0,2,5,13,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1360458,29,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1786953,111,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2112148,3,2,1,1,3,3,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +1944411,4,9,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2066401,90,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2936504,74,12,0,0,0,0,5,13,22,33,6,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1591216,17,4,0,2,11,11,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +1162555,1,8,6,4,8,16,0,7,11,18,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2858785,5,4,0,0,0,1,0,0,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3196696,16,4,3,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2134945,6,8,0,8,8,8,0,0,0,15,0,"No",0,0.36,0.57,0,"No","No","No","Yes","No","No" +2959959,43,NA,0,0,0,0,1,1,2,4,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3075289,138,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1490591,118,8,2,263,419,627,112,231,456,713,52,"No",0,0.71,0.7,0,"No","No","Yes","Yes","No","No" +1433376,20,2,0,0,0,0,0,1,1,4,0,"No",0,0.62,0.36,0,"Yes","No","No","Yes","No","No" +1258943,0,2,0,5,55,55,0,0,0,0,1,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +1569021,2,2,0,0,1,2,0,0,2,4,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2132421,142,2,0,0,0,0,2,8,16,19,3,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1632035,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3105167,4,12,0,0,0,2,0,1,1,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1358456,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1613054,1,8,0,2,3,3,0,1,1,1,0,"No",1,0.08,0.03,0,"No","No","No","Yes","No","Yes" +3168798,287,8,0,216,540,864,38,226,519,830,87,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1453562,5,2,0,1,3,5,0,3,5,5,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3264279,857,8,260,979,2131,3289,422,1365,2861,4303,875,"No",0,0.93,0.92,5,"No","No","No","Yes","No","No" +2087324,840,8,288,3120,6624,9216,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1741284,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1951595,9,9,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1247249,3,10,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1685647,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.88,0,"Yes","No","No","Yes","No","No" +1655629,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2280914,163,8,56,141,261,366,51,162,307,477,180,"No",14,0.84,0.87,0,"No","No","Yes","Yes","No","No" +3214151,12,12,0,3,3,4,1,4,12,22,3,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1122449,1,2,0,0,1,2,0,0,0,0,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1229079,4,4,0,1,3,3,0,2,2,2,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1668187,0,12,0,2,4,5,0,1,2,3,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2086357,0,5,0,14,23,24,0,0,0,0,0,"No",0,0.65,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1905401,54,8,0,0,0,0,0,1,16,27,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1357370,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2923555,18,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1985219,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1150612,31,2,20,0,0,0,0,9,9,9,0,"No",0,0.42,0.4,0,"Yes","No","No","Yes","No","No" +1377302,20,8,0,0,0,0,1,13,34,59,0,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","No" +2293138,16,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1831613,5298,8,0,0,0,0,33,46,164,232,55,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1764833,135,10,0,0,0,0,10,22,28,33,3,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +1173615,25,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1262120,15,8,0,5,5,10,2,3,5,16,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1753267,356,8,0,0,0,0,2,4,8,14,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2967350,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1444220,50,8,2,32,32,32,7,14,41,71,18,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2109384,335,8,0,120,360,480,73,228,490,728,70,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1532240,102,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1762413,10,2,14,8,24,40,5,16,25,25,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2247566,11,2,0,0,0,0,1,6,6,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1222348,1,4,3,6,10,14,3,8,14,28,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1603900,371,8,0,0,0,0,0,1,3,5,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1166514,303,8,0,0,0,0,0,1,24,49,7,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3083557,18,2,12,0,0,2,2,9,14,20,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1386769,5,9,0,0,0,1,0,0,2,6,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1837763,1,9,0,3,12,16,3,6,12,18,3,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1657904,146,4,0,15,15,15,85,85,85,85,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1533297,0,2,0,20,30,40,0,2,2,2,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","Yes" +1928797,5,2,0,0,5,5,0,0,0,0,0,"No",0,0.89,0.89,0,"Yes","No","No","Yes","No","No" +1237187,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1758287,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1113154,20,8,7,16,31,51,3,20,36,49,32,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1773067,2385,8,0,0,0,0,24,66,107,215,11,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1828035,8,8,0,0,0,0,3,11,20,28,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2212646,1,12,0,1,1,2,0,1,1,2,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2189425,720,8,361,1440,3204,5166,615,2095,3954,5665,585,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1280786,6,2,0,4,4,4,3,6,6,6,0,"No",0,0.33,0.25,0,"Yes","No","No","Yes","No","Yes" +1499732,1,2,0,6,12,18,2,3,3,3,0,"No",0,0.14,0.35,0,"Yes","No","No","Yes","No","No" +3217727,1494,8,496,473,1140,1586,329,1015,2264,3571,301,"No",0,1,1,0,"No","No","No","Yes","No","No" +2021803,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1963776,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2931735,20,8,0,100,100,200,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1648370,18,4,1,1,1,1,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1381552,70,4,70,100,200,300,90,198,357,585,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1852096,227,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +2807598,1833,8,1390,2979,5355,6741,923,2924,6428,10382,579,"No",0,0.61,0.6,0,"No","No","Yes","Yes","No","No" +2900228,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +3084365,1,8,0,2,2,2,0,1,2,2,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","No" +1249920,7,12,0,48,72,72,6,23,34,63,15,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2197944,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","No","No","No" +1435451,9,NA,0,68,105,142,6,28,48,91,22,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2252618,12,12,0,0,0,0,0,0,4,4,0,"No",0,0.69,0.8,0,"No","No","No","Yes","No","No" +2038434,28,2,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3035878,207,8,10,200,462,694,90,270,577,954,65,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +2230788,5,2,0,0,0,1,0,1,1,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1204459,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1803861,-2,8,1,12,16,21,2,4,15,21,3,"No",0,0,0,3,"No","No","Yes","Yes","No","No" +1707522,138,8,53,36,108,216,37,124,291,451,46,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1159515,21,4,0,0,0,0,2,5,10,13,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1694721,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1717378,1788,12,305,1827,3699,5787,696,2005,4537,6827,533,"No",0,0.41,0.44,0,"No","No","No","Yes","No","No" +3053591,210,2,197,456,1137,1941,546,738,741,741,71,"No",0,1,1,0,"No","No","No","Yes","No","No" +2283193,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3237621,124,8,0,160,290,430,0,0,0,0,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1374002,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3084526,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1588683,13,4,10,0,2,4,0,6,14,18,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3276137,6,52,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.94,0,"Yes","No","No","No","No","No" +3175453,11,8,0,0,0,0,0,0,4,7,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3213001,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3170252,1021,8,1,500,1000,1500,185,421,949,1433,163,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3135681,37,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1955299,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2140033,24,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2118103,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1717008,12,8,0,0,0,0,0,0,2,5,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1267027,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1402346,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2853996,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2008809,5,8,0,15,27,48,3,16,45,58,7,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1142130,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2147443,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.59,0,"No","No","Yes","Yes","No","No" +1827372,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +1273252,1,8,0,0,0,0,0,0,0,3,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1421789,255,8,110,156,364,572,52,197,434,601,64,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3185240,24,2,18,72,162,234,21,104,214,273,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1361462,36,8,0,0,0,0,4,8,13,27,14,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1515670,2,12,3,130,211,294,23,85,178,257,18,"No",1,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2061768,0,2,0,4,4,6,3,5,8,13,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","Yes" +2018779,11,8,0,20,20,20,0,5,10,13,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1438050,5,9,0,0,2,3,1,2,4,7,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1832649,292,8,0,0,0,0,8,24,67,106,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2292278,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1158841,30,8,0,0,0,0,22,52,65,73,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2100841,0,2,0,81,81,81,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3230193,12,52,0,0,0,0,0,2,2,4,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2926268,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1895641,4,8,0,0,2,2,0,1,4,4,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1949565,0,2,0,2,7,7,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +3142384,44,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1180876,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3169893,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1429763,46716,8,0,14400,50400,86400,0,0,0,0,0,"No",0,0.33,0.67,0,"No","No","No","Yes","No","No" +2951558,71,8,2,48,48,96,14,37,63,105,23,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3002053,31,2,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.95,0,"No","No","Yes","Yes","No","No" +2270594,6,2,0,1,1,1,0,0,0,0,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +2986058,39,4,0,0,0,0,0,0,0,2,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3079376,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1936683,1660,8,90,0,1600,1600,215,814,1591,2559,421,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3259042,77,NA,0,0,0,0,0,1,1,2,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1786226,157,8,40,150,350,550,48,155,314,449,80,"No",0,0.44,0.66,0,"No","No","No","Yes","No","No" +3125556,319,8,109,241,541,791,71,292,526,793,124,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1249419,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3230656,52,52,0,0,0,0,1,7,11,17,7,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1648127,10,2,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3117995,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1905556,110,2,0,85,170,255,23,85,172,259,35,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1962582,16,8,0,0,0,0,0,0,0,0,2,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","No" +2964128,480,8,12,0,0,0,27,67,151,208,32,"No",0,1,1,0,"No","No","No","Yes","No","No" +2308520,83,4,0,0,0,0,1,2,3,4,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1159159,3,8,2,4,5,5,3,3,3,3,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1308130,16,8,0,0,0,63,2,9,14,20,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1465846,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2157966,122,12,0,0,0,0,4,38,110,191,20,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3236736,10,8,0,0,0,0,1,1,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2873192,136,8,12,90,216,348,56,132,253,370,27,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1693474,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1700674,8,8,0,288,288,288,0,131,238,373,17,"No",0,0.47,0.61,0,"No","No","No","Yes","No","Yes" +1264117,21,8,0,0,0,0,1,4,9,16,7,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +2892614,75,2,0,0,0,0,5,5,5,5,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1812107,0,8,0,5,7,9,0,3,4,8,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1537296,3,8,0,0,1,2,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2098045,480,2,0,0,0,0,20,20,20,20,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1758569,16,8,0,0,0,0,0,0,3,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2163683,8,8,0,62,77,86,6,12,28,66,0,"No",0,0.19,0.5,0,"No","No","No","Yes","No","Yes" +1907570,37,8,0,0,0,0,1,6,15,25,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2000017,18,2,0,40,80,160,13,31,61,81,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3082054,236,8,5,95,171,228,75,110,865,1328,19,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3281308,149,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1262645,5,8,0,0,1,3,0,1,4,5,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1330363,4,2,0,0,116,116,0,0,0,0,0,"No",0,0.5,0.25,0,"Yes","No","No","Yes","No","No" +2070650,0,2,0,11,20,22,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","Yes","Yes","No","Yes" +2126428,70,12,0,49,79,109,7,41,78,111,5,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1122912,2,12,0,10,10,10,0,0,2,5,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2133282,120,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1606186,5,2,0,39,71,103,11,39,61,81,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2041819,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1176108,7,12,0,0,0,0,0,0,0,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2934925,4,8,0,4,9,15,1,7,12,16,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1701771,244,2,0,0,0,0,0,3,7,7,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1139583,5,4,0,10,15,20,5,8,17,19,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1525743,7,2,0,0,0,0,1,1,2,2,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1297816,5,2,0,0,0,0,4,15,24,33,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2844680,104,8,19,137,245,355,32,99,210,319,44,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2216528,26,8,0,0,0,18,5,19,33,45,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +2125361,68,52,0,0,0,0,0,2,9,12,0,"No",0,0.97,0.87,0,"Yes","No","Yes","No","No","No" +1170073,97,NA,0,0,0,0,1,1,4,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1651548,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1174544,4,12,0,12,22,32,7,14,23,50,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3002199,39,8,0,0,0,0,2,2,7,14,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +2153707,6,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.04,0,"Yes","No","No","Yes","No","No" +2181664,1,2,1,0,1,1,0,0,4,4,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2085014,15,8,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2295665,56,8,0,0,0,90,10,24,38,54,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2238044,15,NA,0,0,0,0,3,5,13,19,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1702045,2,9,0,0,0,0,0,0,4,6,0,"No",0,0.81,0.9,0,"Yes","No","Yes","Yes","No","No" +1463143,1,12,0,21,21,21,1,4,10,18,3,"No",0,0.59,0.63,0,"No","No","Yes","Yes","No","Yes" +1586413,3,2,0,8,12,20,2,7,16,31,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2976358,7,9,0,0,0,0,0,3,6,8,4,"No",0,0.96,0.95,0,"No","No","Yes","Yes","No","No" +3208147,0,4,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1769301,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3187358,98,8,11,217,371,541,64,196,356,536,61,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1687079,16,8,0,0,0,0,0,0,3,6,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1145631,-12,NA,0,0,0,0,13,60,167,243,58,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3143846,15,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +2891434,62,2,24,48,120,192,76,135,228,303,3,"No",0,0.9,0.84,0,"No","No","Yes","Yes","No","No" +2014329,1965,8,90,0,2000,2000,257,670,1246,2085,348,"No",0,1,1,0,"No","No","No","Yes","No","No" +3029999,1,10,0,2,2,2,0,0,1,4,1,"No",0,0.82,0.77,0,"No","No","Yes","Yes","No","No" +2245707,0,12,0,5,6,6,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2054766,306,8,0,0,0,0,1,1,2,2,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1240607,8,8,0,10,17,31,0,12,20,35,0,"No",0,0.6,0.6,0,"No","No","No","Yes","No","Yes" +3034940,32,8,0,0,0,0,2,4,7,14,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1634503,38,8,0,0,0,0,0,0,7,19,2,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1266272,4,14,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1977681,15,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2078112,19,2,0,20,40,40,1,1,1,1,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1296755,3,8,0,31,41,61,20,44,63,97,18,"No",0,0.77,0.74,0,"No","No","No","Yes","No","Yes" +1682195,0,2,0,15,22,22,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +1244230,79,8,13,88,200,298,28,113,254,366,92,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2206700,3,2,0,6,6,6,0,0,0,0,0,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +1472716,0,8,0,11,11,11,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","Yes","Yes","No","No" +1727148,6,8,0,10,10,20,3,10,21,34,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3160875,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2304182,72,8,0,0,0,0,2,9,16,20,4,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1295265,31,2,2,4,28,52,5,16,30,41,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1862138,15,2,15,7,28,56,3,22,35,56,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1525414,10,8,3,7,23,35,4,14,25,40,0,"No",1,0.62,0.6,0,"No","No","No","Yes","No","No" +1352373,0,13,0,20,20,30,5,16,33,47,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2100703,2,3,0,0,0,0,1,1,1,1,2,"No",0,0.84,0.78,0,"No","No","No","Yes","No","Yes" +1765737,170,13,0,0,0,0,3,5,9,10,1,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +2032348,0,12,0,20,30,50,2,11,24,34,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","Yes" +1659925,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2223220,75,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.22,0,"No","No","No","Yes","No","No" +1293528,1133,2,165,3784,3784,3784,10,38,43,43,5,"No",0,0.79,0.83,0,"No","No","Yes","Yes","No","No" +1132206,0,8,0,17,26,38,1,13,28,42,3,"No",0,1,0.85,0,"No","No","No","Yes","No","Yes" +3180641,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2180148,1,2,0,2,3,4,0,0,2,3,0,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +3225292,34,NA,0,0,0,0,0,0,0,2,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1192266,1,8,0,3,5,8,0,2,3,4,3,"No",0,-99,0.75,0,"No","No","No","Yes","No","No" +2090165,504,8,0,240,480,960,98,355,816,1334,110,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1352132,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1961345,0,8,0,3,5,7,1,3,4,6,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2953188,9,2,0,0,0,0,0,2,2,2,0,"No",0,0.96,0.9,0,"Yes","No","No","Yes","No","No" +2855154,824,12,0,0,0,0,0,0,1,344,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1584908,10,4,0,0,0,0,1,2,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1310276,21,8,0,0,0,0,0,0,1,1,2,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1325296,15,8,0,0,0,0,0,0,1,1,0,"No",0,0.31,0.11,0,"No","No","No","Yes","No","No" +1325380,7,2,0,0,0,0,0,0,4,8,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3068770,13000,2,0,32000,32000,32000,1264,4990,12555,18351,2291,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2921158,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2232136,47,8,0,70,146,204,9,49,112,197,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +1348761,0,8,0,325,442,563,0,0,0,0,22,"No",0,0.87,0.83,0,"Yes","No","No","Yes","No","Yes" +1771993,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3238615,11,8,0,45,81,129,5,26,49,82,0,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1550910,670,9,0,0,0,0,0,10,110,121,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1977532,7,2,16,26,42,58,29,57,64,64,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2190212,1,3,0,2,2,3,2,2,3,4,0,"No",0,1,0.93,0,"Yes","No","No","Yes","No","Yes" +2086894,0,9,0,9,9,12,0,3,6,10,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1570993,3,12,0,0,1,2,0,1,1,4,0,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +2305155,1,8,0,9,14,20,4,9,15,17,4,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1193539,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1511277,26,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1772201,49,8,0,95,245,395,19,76,174,279,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1883077,38,8,0,0,0,0,0,4,10,16,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2135326,50,2,0,10,25,55,46,46,67,160,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1710599,32,NA,0,0,0,0,5,5,8,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1798289,68,8,0,50,98,122,17,47,102,183,33,"No",0,0.38,0.38,0,"No","No","No","Yes","No","No" +2854674,0,9,0,5,6,6,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1628334,8,8,1,24,32,52,8,28,62,84,7,"No",0,0.98,0.89,0,"No","No","No","Yes","No","No" +2828719,13,8,12,8,8,16,3,9,14,21,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2971102,1,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1236528,8638,9,0,0,0,0,10,17,38,49,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2105046,18,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1250974,26,NA,0,0,0,0,1,3,5,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2053964,227,8,0,0,0,0,2,19,67,100,18,"No",0,0.69,0.56,0,"No","No","No","Yes","No","No" +1508297,0,16,0,8,13,18,3,4,8,15,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","Yes" +1936550,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2215897,0,2,0,4,9,9,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1360716,47,8,25,156,268,364,97,216,352,444,44,"No",0,0.69,0.69,3,"No","No","No","Yes","No","Yes" +2277600,4015,2,892,8505,15960,23594,2634,8314,16935,26026,2474,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1350540,15,2,0,324,534,774,94,272,479,484,15,"No",12,0.62,0.62,1,"No","No","Yes","Yes","No","Yes" +2942662,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1403936,22,8,0,16,33,38,3,5,5,5,0,"No",0,0.58,0.45,0,"No","No","Yes","Yes","No","No" +2080870,2,2,0,4,8,16,2,6,14,27,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3184804,361,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1172408,100,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2047121,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1955727,3,8,6,171,271,371,29,112,235,351,30,"No",29,0.37,0.54,4,"No","No","No","Yes","No","Yes" +1134316,45,8,55,182,297,372,101,237,277,352,92,"No",2,0.89,0.93,15,"No","No","Yes","Yes","No","Yes" +2045335,3,8,0,7,14,14,3,6,15,18,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2228139,1299,8,80,0,1250,1250,252,718,1276,1912,455,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3061387,5,8,0,4,17,17,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3019842,1,2,0,0,1,1,1,1,1,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","Yes" +1981160,10,8,0,41,67,95,14,42,66,103,0,"No",3,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1556645,7,8,0,0,0,1,0,3,3,6,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1847835,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1223826,0,4,0,0,0,0,1,2,2,3,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2888193,772,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.73,0,"No","No","No","Yes","No","No" +1371514,83,8,39,256,367,478,103,443,930,1218,69,"No",0,0.89,0.95,0,"No","No","Yes","Yes","No","No" +2294284,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2088600,0,8,0,1,2,2,0,0,1,1,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1785182,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +2919058,1,12,0,2,3,4,1,1,2,4,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2170517,4,8,0,8,18,23,0,3,9,14,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1692437,11,8,6,28,50,68,4,15,27,49,20,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2154000,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1737522,25,2,0,0,0,0,3,6,11,13,0,"No",0,0.62,0.77,0,"No","No","No","Yes","No","No" +1727763,6,8,0,0,0,0,2,6,9,12,15,"No",0,0.64,0.77,0,"Yes","No","No","Yes","No","No" +2929978,60,NA,0,0,0,0,1,6,13,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2897851,12,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1203766,80,8,0,100,100,200,13,40,103,136,35,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2166511,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2014198,32,8,0,0,20,20,5,15,30,41,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1371782,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1337488,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2862255,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1372607,66,2,0,110,110,110,0,0,0,0,0,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +2059415,72,8,0,0,0,0,7,29,56,82,2,"No",0,0.94,0.9,0,"No","No","Yes","Yes","No","No" +1577019,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1132189,5,NA,0,0,0,0,1,5,10,16,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1403642,1329,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1611308,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1479799,143,8,23,120,240,320,34,112,244,410,44,"No",0,1,1,0,"No","No","No","Yes","No","No" +3271705,4,8,0,8,12,16,6,10,17,20,0,"No",0,0.66,0.44,0,"No","No","Yes","Yes","No","No" +1925424,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2119801,74,8,0,0,20,20,2,15,25,40,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3000865,50,2,0,0,0,0,10,41,84,84,15,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2315379,40,2,0,0,0,0,0,0,5,5,4,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1531599,15,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2305073,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2929767,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1742496,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1125189,47,4,0,0,0,0,0,3,3,3,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2222190,26,2,0,0,0,0,0,1,9,9,0,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1114703,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2231196,10,8,0,0,0,0,1,5,17,26,12,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2151859,76,8,0,5,17,35,2,12,22,42,13,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +1671548,47,2,9,36,108,156,24,65,122,177,34,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2160377,18,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2920690,50,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2004999,518,8,1,0,0,630,33,131,313,555,55,"No",0,1,1,0,"No","No","No","Yes","No","No" +1500326,4,2,0,0,0,0,0,0,2,2,1,"No",0,0.65,0.75,0,"Yes","No","No","Yes","No","No" +1713514,220,2,9,144,240,336,48,113,213,355,49,"No",0,1,0.6,0,"No","No","Yes","Yes","No","No" +1122028,3000,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2834449,49,9,0,0,0,5,9,20,37,72,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3259409,416,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +3241390,0,8,0,10,10,10,0,0,4,5,0,"No",0,0,0.08,0,"No","No","No","Yes","No","No" +1188279,0,2,0,14,14,14,0,0,1,1,0,"No",0,0.85,0.87,0,"Yes","No","No","No","No","Yes" +3094395,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2891119,73,52,0,0,0,0,2,5,14,35,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3211397,46,8,1,14,42,56,13,32,53,91,12,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1912918,107,8,0,63,117,165,21,47,74,157,26,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +2938623,1000,8,154,1299,2589,3904,555,1719,3297,4960,298,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3016586,1,12,1,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1341683,53,2,0,0,0,0,0,0,0,1,0,"No",0,0.55,0.43,0,"Yes","No","No","Yes","No","No" +2833837,0,8,0,0,0,0,432,1026,1836,2538,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1398811,11,9,0,0,0,0,1,1,1,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3145883,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1429407,-4,8,0,15,19,20,3,7,12,24,0,"No",0,0.73,0.73,4,"No","No","No","Yes","No","Yes" +2299112,487,12,0,0,0,0,4,8,13,13,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2128928,25,2,0,0,0,0,0,6,8,8,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +2845823,2,8,0,21,28,38,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1545659,665,10,61,0,1190,1190,127,428,843,1267,138,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" 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+2839854,2,8,1,1,1,4,2,7,11,14,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1662510,0,8,0,2,3,4,1,2,2,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1412444,1,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2894996,1,8,1,0,0,0,0,1,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3031723,114,12,61,34,34,62,48,91,142,190,66,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1702837,2,2,0,0,0,0,1,1,2,2,1,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +1662836,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2852682,8,8,0,0,0,0,0,0,0,1,0,"No",0,0.28,0.13,0,"No","No","No","Yes","No","No" +1467028,53,9,0,0,0,0,0,0,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2037353,2,12,0,0,1,3,0,2,2,2,1,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","No" +1994398,1,8,0,15,35,55,5,16,23,36,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1564924,3,8,0,0,0,0,0,1,5,8,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1423046,8,8,3,18,40,62,8,30,50,72,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1983993,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1441542,17,2,0,0,0,15,4,6,11,20,1,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +1235569,3,4,1,0,1,2,0,1,6,9,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3171271,24,2,0,0,0,0,0,1,3,12,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2129208,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","Yes","Yes","No","No" +2236452,48,8,0,0,0,0,0,0,0,2,2,"No",0,0.07,0.24,0,"No","No","No","Yes","No","No" +1629152,2478,2,69,0,0,0,140,448,797,1112,161,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2096790,-2,9,0,11,11,11,1,4,11,21,3,"No",0,0.96,0.95,2,"No","No","No","Yes","No","No" +2083716,0,8,0,3,5,6,0,4,4,8,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1497858,0,2,0,126,126,126,0,0,0,0,0,"No",0,0.92,0.86,4,"Yes","No","No","Yes","No","Yes" +2972751,2,5,0,1,2,4,1,2,6,7,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2216148,44,2,0,706,1466,2406,39,39,39,39,37,"No",0,0.48,0.53,0,"Yes","No","No","Yes","No","Yes" +2062565,32,2,0,90,184,285,50,131,230,325,15,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1768090,30,2,0,0,0,0,0,0,2,4,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1587946,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1615504,2,12,0,0,1,2,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1913382,6,2,1,1,1,1,0,2,8,8,0,"No",0,0.83,0.83,0,"Yes","No","No","Yes","No","No" +3132826,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3008551,2,8,0,0,2,3,3,5,8,14,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1744266,4,8,0,0,0,0,1,1,1,1,1,"No",0,0.93,0.95,0,"No","No","Yes","Yes","No","No" +1249939,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1951789,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1444012,24,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2828701,38,8,0,0,0,0,1,11,28,48,0,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +2957472,4,8,0,0,0,2,1,2,4,4,1,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1744808,19,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1341825,32,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2208274,2,2,0,0,0,1,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3145999,13,8,0,31,57,86,12,20,46,73,23,"No",0,0.18,0.38,0,"No","No","No","Yes","No","No" +1922023,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +1411560,10,8,0,0,0,0,0,0,0,3,0,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +3182837,10,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3019446,59,8,0,0,0,0,0,3,8,33,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1997898,237,9,117,276,600,876,127,353,732,1128,140,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1590591,7,12,0,4,4,4,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3102682,92,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +3186947,35,8,0,0,0,8,1,8,18,26,7,"No",0,0.77,0.86,0,"No","No","No","Yes","No","No" +1529956,9,2,0,7,14,14,7,8,8,8,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3271286,54,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1919939,70,2,115,300,500,700,177,501,885,1130,63,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +1440357,40,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3249522,32,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1850544,0,12,0,2,3,4,0,1,2,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2014510,1042,8,0,0,0,0,20,67,118,200,13,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1569387,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1572125,0,9,3,8,8,9,5,7,9,13,3,"No",0,0.91,0.77,1,"No","No","No","Yes","No","No" +1410823,9,8,0,0,0,1,1,2,6,8,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2840179,335,9,8,0,0,192,19,124,260,474,31,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2298477,-2,8,0,8,8,8,0,1,5,9,2,"No",0,0.26,0.34,2,"No","No","No","Yes","No","Yes" +1828844,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +2011323,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2238632,79,4,79,79,79,79,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1118521,111,8,0,0,0,0,1,11,25,44,0,"No",0,0.33,0.29,0,"No","No","No","Yes","No","No" +1800204,13,2,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +3163836,14,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2181796,344,8,0,2527,5236,7096,0,0,0,0,0,"No",44,0.4,0.29,0,"No","No","No","Yes","No","No" +3008129,85,4,4,28,72,94,16,41,91,141,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2259959,3,6,0,5,10,10,3,4,11,16,4,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1573808,9,12,3,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1196585,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2198043,17,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1152109,62,8,0,0,25,25,12,28,43,70,9,"No",0,0.59,0.77,0,"No","No","Yes","Yes","No","No" +1346135,64,8,0,0,0,0,1,2,4,5,1,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +1671041,0,2,0,30,30,30,1,1,1,1,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1832628,6,2,0,6,18,24,7,22,29,35,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1364116,12,3,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +3231953,154,8,36,72,180,252,53,144,254,428,71,"No",0,0.69,0.67,0,"No","No","Yes","Yes","No","No" +3213162,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1752434,45,8,0,14,26,50,9,27,62,104,25,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +2807351,78,12,0,0,0,0,8,15,27,82,4,"No",0,-99,0.37,0,"No","No","No","Yes","No","No" +2987857,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.28,0.13,0,"No","No","No","Yes","No","No" +3003335,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1259181,1041,9,8,0,0,0,17,52,124,178,16,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1220007,22,8,0,29,80,131,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2123539,0,2,0,1,1,1,0,0,1,1,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2872282,5,8,9,9,18,27,4,10,18,28,4,"No",0,0.78,0.85,0,"No","No","No","Yes","No","No" +1377701,1655,8,0,0,0,0,0,1,2,5,3,"No",0,0.81,0.88,0,"No","No","Yes","Yes","No","No" +1698854,6,2,0,0,2,3,1,1,4,6,0,"No",0,0.68,0.85,0,"No","No","No","Yes","No","No" +1265543,-447,12,1337,1140,1854,2478,724,1632,2272,3246,74,"No",0,0.7,0.9,447,"No","No","No","Yes","No","No" +2933176,199,0,0,0,89,235,13,69,221,382,5,"No",0,0,0,0,"No","No","Yes","No","No","No" +3096491,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1542459,4,2,0,16,16,24,4,8,16,23,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1146540,56,8,7,84,156,240,21,82,173,261,34,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1551269,48,8,0,0,27,54,6,24,53,74,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1576411,0,9,0,9,10,12,1,4,6,10,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1148802,5,2,0,1,1,1,3,4,4,4,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","Yes" +1509465,13,4,0,0,0,0,0,0,1,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1635105,14,8,0,0,0,0,0,6,9,9,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2314579,38,8,0,0,0,0,1,2,7,14,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1882143,60,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1345109,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1478961,62,2,0,0,36,80,11,29,47,67,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +3245243,1,12,0,1,2,3,0,1,2,2,2,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1991537,0,8,0,21,29,37,2,10,20,32,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +1505413,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1598315,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","Yes" +3157426,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2921792,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3099685,4,NA,0,0,0,0,18,61,114,192,32,"No",0,-99,-99,3,"No","No","No","No","No","No" +1130356,40,2,38,36,94,154,25,65,142,182,33,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1272946,44591,2,0,0,0,0,11,34,90,118,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2873460,1,2,0,22,31,31,4,11,13,20,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1313822,0,9,0,24,30,42,10,20,26,42,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1188346,19,2,0,48,96,192,12,34,64,85,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1707172,334,8,0,0,0,0,17,35,81,108,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1694091,0,8,0,30,60,60,8,19,27,37,12,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3263881,11,8,0,0,14,20,2,4,14,25,3,"No",0,0.62,0.67,0,"No","No","No","Yes","No","No" +3125340,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1288010,520,8,3,0,0,0,23,66,166,247,34,"No",0,1,1,0,"No","No","No","Yes","No","No" +1977091,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +1230537,5,8,18,18,18,54,3,16,26,39,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1986492,0,12,0,8,12,16,1,6,9,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1207373,89,NA,0,0,0,0,4,7,11,18,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1496286,7,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2126256,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2957475,3,8,0,1,3,5,0,1,5,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1665791,19,NA,0,0,0,0,2,3,7,11,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +3041265,158,2,52,169,314,401,50,160,302,459,43,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2118795,0,8,0,24192,33312,43104,0,0,0,0,3136,"No",0,0.89,0.91,0,"No","No","Yes","Yes","No","Yes" +2878327,20,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1318616,59,2,0,11,55,99,11,57,99,122,21,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1128785,529,2,163,1560,2990,4316,519,1484,2686,4052,362,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1364644,0,8,0,0,0,0,0,4,4,4,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1550800,10,2,0,12,12,12,2,2,2,2,2,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","Yes" +2917607,63,8,6,36,72,108,11,31,58,101,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +2157668,5,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1271327,6,2,0,12,24,48,18,28,45,67,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3186981,216,2,0,0,0,0,0,1,5,9,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2135170,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1853856,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3023853,157,8,0,0,0,0,2,9,13,19,1,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +3009498,273,2,158,180,368,657,83,252,476,649,72,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1639944,2,8,0,16,36,46,6,14,18,19,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +1657080,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2883149,5,2,0,2,4,8,0,1,1,1,0,"No",0,0.81,0.75,0,"No","No","Yes","Yes","No","No" +1304952,274,10,0,0,0,0,4,18,37,64,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3246075,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2954748,32,8,0,0,0,0,5,6,12,18,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1591891,7,8,0,8,20,27,6,14,27,51,4,"No",1,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3038440,9,12,6,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3167952,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2203009,-6,2,0,10,10,10,12,13,14,14,1,"No",0,1,1,6,"No","No","No","Yes","No","Yes" +1761931,239,8,0,0,0,0,0,7,7,15,2,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +2267139,213,12,0,360,360,360,3,21,57,111,1,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2834401,257,0,13,0,0,208,32,93,204,309,54,"No",0,0,0,0,"No","No","No","No","No","No" +2120390,98,8,0,37,88,139,10,45,121,186,81,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1824314,20,8,0,12,24,36,3,16,31,41,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1849172,5,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1917914,453,8,0,0,0,0,15,55,142,194,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1578329,2,8,0,9,13,21,2,7,14,19,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1316021,28,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +2085523,-132,2,0,142,284,284,484,659,699,740,59,"No",0,0.32,0.59,136,"No","No","No","Yes","No","Yes" +1989162,2,12,0,0,0,1,1,1,3,3,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1280337,9,12,0,0,0,0,0,0,0,2,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1969534,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +3099800,11,2,0,12,12,12,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +2187838,0,4,0,24,36,36,1,3,3,3,0,"No",13,0.57,0.7,3,"Yes","No","Yes","Yes","No","Yes" +2952855,117,8,0,0,0,0,1,2,2,2,0,"No",0,0.75,0.88,0,"No","No","No","Yes","No","No" +1701339,46,12,0,0,0,0,1,2,3,4,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1586933,415,8,0,0,0,0,30,54,224,288,35,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2244856,3,2,0,3,6,8,2,9,11,14,0,"No",0,0.73,0.69,0,"Yes","No","Yes","Yes","No","No" +3009011,130,2,176,168,378,588,62,389,689,919,58,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1563042,1529,8,0,0,0,0,56,181,520,954,58,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1544562,28,4,0,14,56,98,12,39,91,133,17,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2062289,4,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2059706,7,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1528476,7895,8,11,0,0,0,44,82,171,255,40,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3261899,16,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3057594,22,8,16,24,49,49,7,26,43,67,4,"No",0,0.06,0.18,0,"No","No","No","Yes","No","No" +2225613,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2032765,36,2,0,0,0,0,0,0,0,8,0,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1716229,30,12,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2060358,1,8,2,13,25,35,4,15,21,33,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +3192418,8,8,0,0,6,6,0,2,5,14,1,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1173733,0,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1480848,0,2,0,0,0,0,21,24,24,24,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3040523,3392,8,0,0,0,0,25,51,147,209,5,"No",0,0.5,0.72,0,"No","No","No","Yes","No","No" +2243832,86,8,0,0,0,0,1,2,3,4,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1307183,16,2,0,4,8,8,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1910455,5,8,0,0,0,0,0,1,1,2,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2151661,30,2,0,18,54,72,9,25,46,105,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2957841,6,52,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","No","No","No","No" +1879528,29,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2108041,10,2,10,0,0,0,0,0,0,0,0,"No",0,0.32,0.66,0,"No","No","No","Yes","No","No" +1305096,159,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.8,0,"No","No","No","Yes","No","No" +3166439,54,NA,0,0,0,0,1,1,9,14,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2160852,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2253340,120,NA,0,0,0,0,37,58,134,258,24,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1889069,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.69,0,"No","No","No","Yes","No","No" +3276056,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1593692,19,2,0,0,0,0,0,0,1,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1720864,2,8,0,3,6,9,3,5,7,7,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1576296,0,4,0,12,17,17,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1736176,18,8,0,59,107,145,7,53,95,126,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2054222,268,8,0,0,0,0,0,2,5,7,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1792614,9,8,0,24,24,48,7,15,27,37,3,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1889092,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2174089,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1881431,26,8,0,0,0,0,0,1,11,22,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3215366,-1,12,0,22,37,57,8,23,41,55,0,"No",4,0.73,0.79,1,"No","No","Yes","Yes","No","Yes" +2865588,3,8,0,0,1,3,1,2,6,7,2,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +2255877,3,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2953208,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1539040,4,52,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","Yes","Yes","No","No" +2956560,7,8,0,0,0,0,1,1,7,12,1,"No",0,0.4,0.54,0,"Yes","No","No","Yes","No","No" +1641923,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1194152,0,12,0,19,31,43,1,8,25,32,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1574269,-3,16,0,13,28,28,4,11,14,20,2,"No",0,0.62,0.62,3,"Yes","No","Yes","Yes","No","Yes" +2193516,12,2,0,0,0,0,16,45,53,54,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","Yes" +2108256,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3032653,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2861688,4491,8,0,0,0,0,13,48,110,195,75,"No",0,0.76,0.46,0,"No","No","Yes","Yes","No","No" +1519359,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +3064424,21,2,0,0,10,10,0,4,10,19,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2135848,12,12,1,8,14,22,3,11,24,38,12,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1319614,1078,3,168,79,79,79,113,343,621,884,93,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +3209972,0,12,0,5,8,8,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +2081930,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1600755,16,2,0,0,0,0,0,0,2,4,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1300202,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","Yes" +1478992,66,8,0,0,0,0,0,1,3,5,5,"No",0,0.73,0.6,0,"Yes","No","No","Yes","No","No" +1237827,9,8,0,0,0,0,0,0,1,1,1,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +1190723,22,8,9,1241,2069,3509,387,1221,2217,2949,249,"No",0,0.64,0.67,57,"No","No","No","Yes","No","Yes" +1547762,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3239947,53,2,28,128,212,304,40,176,262,350,63,"No",3,0.97,0.96,0,"No","No","No","Yes","No","No" +2001015,180,4,78,0,66,99,132,564,1153,1651,23,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3079021,11,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1840210,2,8,0,8,8,8,3,6,13,23,2,"No",0,0.5,0.75,0,"No","No","No","Yes","No","Yes" +1931158,9,2,0,8,20,28,3,16,22,37,0,"No",0,0.51,0.51,0,"No","No","No","Yes","No","No" +1722423,43,NA,0,0,0,0,0,0,2,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2907429,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3068651,118,8,24,23,83,119,8,37,121,194,95,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2811451,28,8,0,0,0,0,1,10,23,32,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1717133,0,8,0,36,56,56,8,13,17,30,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2279292,6,8,0,0,0,0,0,3,8,11,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1704850,44,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2314786,265,52,0,0,0,0,6,13,29,44,12,"No",0,0.77,0.74,0,"Yes","No","No","No","No","No" +1187258,12,2,0,10,30,40,3,17,32,45,1,"No",0,0.82,0.68,0,"No","No","No","Yes","No","Yes" +1639914,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2934190,14,2,0,0,0,10,3,8,21,26,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1509910,0,8,0,23,23,23,1,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3192045,18,8,0,0,0,0,0,0,3,5,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1923871,12,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1985852,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1707909,47,2,0,24,72,96,15,48,77,101,6,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1344316,80,2,0,0,0,0,12,26,48,77,22,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +2051769,0,2,0,5,5,5,0,0,0,0,1,"No",0,0.25,0.2,0,"Yes","No","Yes","Yes","No","Yes" +2910427,8,9,0,0,0,0,0,0,2,2,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2901611,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1137609,0,2,0,0,0,0,2,2,4,4,0,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1665585,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2090086,6,9,0,0,0,0,0,0,3,4,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2065957,2,8,0,1,3,4,1,1,3,4,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3216278,27,9,0,0,0,0,0,1,1,2,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2849456,836,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","No" +1247109,29,2,0,0,0,0,0,0,0,0,2,"No",0,0.81,0.41,0,"No","No","No","Yes","No","Yes" +2919012,126,2,0,0,0,0,3,3,3,3,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2950532,234,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2920180,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2097112,16,2,0,0,0,0,1,2,6,8,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1944051,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2873693,1,12,0,6,6,9,0,3,5,8,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2045736,10,2,0,0,0,0,1,2,2,2,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2167920,2,4,0,0,1,2,3,4,4,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1858247,41,8,31,96,156,240,34,106,182,279,27,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +3067686,0,2,12,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1603974,187,8,8,164,372,586,70,210,447,700,139,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1942909,225,8,0,0,0,0,0,0,0,25,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2218233,93,8,0,0,0,0,0,2,2,4,2,"No",0,0.96,0.94,0,"No","No","Yes","Yes","No","No" +1288301,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2850850,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2926810,2679,10,279,2844,5256,8100,1067,2652,4884,6979,718,"No",0,0.81,0.84,0,"No","No","No","Yes","No","No" +1243247,14,8,0,0,2,5,0,1,4,7,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2176486,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1875353,2,8,0,0,0,1,0,0,1,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1171110,16,2,0,6,18,24,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1321732,29,2,0,0,12,24,4,9,27,41,0,"No",0,0.62,0.78,0,"No","No","No","Yes","No","No" +1766018,70,8,28,109,215,368,50,145,243,335,73,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1199524,3,2,0,7,7,7,0,0,0,0,0,"No",0,0.89,0.95,0,"Yes","No","No","Yes","No","No" +1116170,4,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1524346,-1,9,0,7,9,11,0,8,11,12,0,"No",0,0.86,0.84,1,"Yes","No","No","No","No","Yes" +1349969,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"Yes","No","No","Yes","No","No" +1797183,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1811183,0,8,6,18,18,18,2,12,20,28,0,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +2138562,13,2,50,0,0,9,8,28,54,78,0,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1806602,0,4,0,10,11,11,2,4,5,5,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3122766,136,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1619157,145,8,0,0,0,0,2,3,12,25,6,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","No" +3105142,8,8,0,9,19,19,4,10,11,14,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1637937,65,8,1,0,0,0,1,8,19,34,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +2143291,-3,8,0,12,14,20,0,7,17,19,1,"No",0,0.76,0.84,3,"No","No","No","Yes","No","Yes" +1789922,6,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3135976,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1897701,37,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1938017,110,8,28,100,180,290,27,102,210,305,40,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1414694,2,2,0,2,6,10,0,4,8,11,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2904071,0,8,0,0,0,0,0,0,17,21,3,"No",0,0.89,0.94,0,"Yes","No","Yes","Yes","No","No" +1946830,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +1848084,11,9,0,0,0,0,3,5,13,22,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2088335,500,2,126,1380,2760,4485,504,1645,2982,4038,450,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2970548,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1583376,5,8,0,46,69,115,18,37,60,104,8,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1997430,0,4,0,11,11,11,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1351947,1,2,0,8,8,11,0,3,4,8,2,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +2203951,-2,8,0,68,92,116,7,50,85,132,21,"No",0,0,0.14,2,"No","No","No","Yes","No","Yes" +1703666,0,9,0,5,8,11,2,4,7,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1275698,4,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2864355,1,4,4,1,2,3,0,2,4,6,0,"No",1,0.73,0.78,0,"No","No","No","Yes","No","No" +1859156,208,12,0,0,0,0,9,34,252,284,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3044459,4,2,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","No","No","No" +1779871,0,12,0,2,3,5,1,5,7,12,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1273520,391,2,0,240,480,720,96,292,578,879,138,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2223977,15,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +1891964,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3144287,536,8,0,0,0,0,0,5,28,41,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +1934906,-2036,8,36,15000,22640,31400,1594,9162,16199,21077,1929,"No",0,0.9,0.95,2049,"Yes","No","No","Yes","No","Yes" +2814136,290,8,19,0,0,0,14,49,106,177,46,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +1555369,16,52,0,10,10,10,0,8,22,26,0,"No",0,0.62,0.62,0,"Yes","No","No","No","No","No" +3187052,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1482738,0,2,0,2,2,2,0,0,0,0,1,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +3088142,21,8,0,0,0,0,1,2,4,7,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +2970917,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3283817,3,2,0,80,160,160,35,65,118,195,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2875024,4,9,0,0,0,1,0,0,3,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2199987,13,8,2,10,15,25,3,7,27,38,4,"No",0,0.08,0.08,0,"No","No","Yes","Yes","No","No" +1273303,2,8,0,26,40,54,7,17,29,40,2,"No",0,0.76,0.7,0,"No","No","No","Yes","No","Yes" +1528525,521,12,150,0,0,130,68,172,348,370,35,"No",0,1,1,0,"No","No","No","Yes","No","No" +1236671,80,4,0,140,220,220,24,56,106,200,31,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1273217,212,0,36,390,598,845,80,252,460,663,110,"No",0,0,0,0,"No","No","No","No","No","No" +1266678,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +1425669,11,8,0,14,14,14,0,5,15,17,0,"No",14,0.56,0.58,0,"No","No","No","Yes","No","No" +1637086,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1906961,461,8,600,2565,5265,8025,677,2125,4085,5657,420,"No",105,0.69,0.69,0,"No","No","No","Yes","No","No" +3199448,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1818574,79,8,67,111,201,282,65,168,255,374,54,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2298351,85,2,0,140,260,420,23,89,170,207,45,"No",20,0.82,0.68,0,"Yes","No","No","Yes","No","No" +1701020,79,8,2,8,56,96,16,40,82,125,38,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3283276,71,12,0,0,0,0,1,6,17,19,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1399143,793,13,317,702,1404,1872,202,779,1468,2252,521,"No",0,1,1,0,"No","No","No","Yes","No","No" +1319236,635,8,0,0,0,0,5,17,26,37,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1672261,68,8,0,50,50,50,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +2104729,28,9,0,0,0,0,2,5,10,11,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2828440,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +3237038,35,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2924030,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2154530,14,8,0,40,64,88,1,22,43,67,21,"No",16,0.84,0.87,0,"No","No","No","Yes","No","No" +3162962,1174,2,318,1412,2797,4459,401,1452,2880,4018,389,"No",0,1,1,0,"No","No","No","Yes","No","No" +3017716,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2939622,108,8,5,72,144,216,12,57,132,209,26,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1999154,3127,8,0,0,0,0,8,25,42,61,0,"No",0,0.95,0.99,0,"No","No","Yes","Yes","No","No" +1738110,42,8,0,0,0,0,2,6,12,24,2,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +1768222,8,8,0,0,0,2,2,4,6,11,1,"No",0,0.86,0.9,0,"No","No","Yes","Yes","No","No" +1241880,2,2,0,0,1,2,0,0,0,0,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1365401,1,8,0,0,0,1,0,0,1,1,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1791421,4,8,0,0,2,2,3,3,6,12,4,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1943869,0,2,0,10,10,10,0,4,5,5,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +3005209,4,2,0,0,0,0,0,0,2,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1706408,8,8,0,0,0,0,1,1,2,2,0,"No",0,0.44,0.44,0,"Yes","No","Yes","Yes","No","No" +1227624,13,4,0,0,0,0,1,1,2,2,0,"No",0,0.77,0.8,0,"Yes","No","Yes","Yes","No","No" +3029158,151,8,3,120,240,360,37,162,342,514,86,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1161829,0,12,1,0,0,1,1,5,7,11,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1426866,99,12,0,0,0,0,55,64,64,64,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","Yes" +2026722,27,5,0,0,0,0,0,0,5,11,0,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1405552,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1193627,5,8,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3203254,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.19,0,"No","No","Yes","Yes","No","No" +1357175,0,8,0,5,9,12,0,4,5,8,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1158453,40,0,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +3066701,12,2,0,0,0,0,0,2,2,2,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +2280564,31235,2,0,0,0,0,170,550,1154,2187,200,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +2006418,4,9,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2855227,11,9,0,0,0,0,1,7,18,20,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1708896,19,8,0,44,44,44,19,61,96,125,20,"No",16,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +1804945,31,9,8,32,48,64,10,24,38,66,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3183108,5,8,0,0,1,4,1,3,5,10,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3266130,0,2,0,45,62,62,19,44,76,88,0,"No",0,0.64,0.29,0,"No","No","No","Yes","No","Yes" +3032897,12,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2101800,0,12,0,4,6,9,1,4,6,8,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3070037,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2165326,7,2,0,0,0,0,8,15,20,28,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","Yes" +1170734,0,2,0,50,70,70,0,0,0,0,4,"No",0,1,0.91,0,"Yes","No","No","No","No","Yes" +3248005,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2133830,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.86,0,"Yes","No","Yes","Yes","No","No" +1867925,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3171409,66,9,0,0,0,0,0,1,1,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1969728,1,9,0,2,3,5,1,3,3,6,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1139039,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2016804,19,8,0,0,0,0,0,1,1,1,0,"No",0,0.97,0.93,0,"No","No","Yes","Yes","No","No" +2254090,29,8,0,0,0,0,0,2,4,5,7,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1539999,4,8,0,0,0,2,0,2,2,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2845867,9,2,0,0,0,0,0,0,0,4,0,"No",0,0.86,0.56,0,"Yes","No","No","Yes","No","No" +3063754,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1870208,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +2985586,85,8,0,0,0,0,0,10,13,25,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1875064,470,8,160,888,1416,1812,193,564,960,1664,239,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1958642,3,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2145222,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1282292,21,8,0,200,350,589,50,192,394,526,41,"No",34,0.11,0.21,0,"No","No","No","Yes","No","Yes" +1633081,41290,4,6,0,755,9535,14,48,90,130,21,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +2982894,6,6,0,0,6,12,3,6,13,20,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3253341,405,NA,0,0,0,0,1,2,3,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2282495,73,8,0,0,0,0,3,25,57,71,17,"No",0,0.66,0.68,0,"No","No","No","Yes","No","No" +1178377,77,8,19,61,124,187,17,56,109,179,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1772264,0,52,0,25,25,25,0,0,0,0,0,"No",0,0.82,0.88,0,"Yes","No","Yes","No","No","Yes" +2014400,2,2,0,48,48,48,26,48,48,48,5,"No",0,0.35,0.27,0,"Yes","No","No","Yes","No","Yes" +3202790,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1602678,2,8,0,0,1,2,0,1,1,2,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1149546,3,8,0,0,0,1,0,0,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1245741,6,2,0,0,0,5,1,2,9,15,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","Yes" +2295090,4,2,0,2,2,2,0,0,0,0,1,"No",0,0.15,0.09,0,"Yes","No","No","Yes","No","No" +1571088,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1519831,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.8,0,"No","No","No","Yes","No","Yes" +1656119,71,8,14,59,131,191,27,81,158,219,61,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +3146071,309,8,3,0,0,0,24,72,138,197,26,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1815077,8,9,0,6,11,15,3,6,8,21,1,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1316231,214,NA,73,0,0,0,298,993,2011,3216,263,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1521425,4,8,2,1,1,4,0,4,9,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1662810,-17,12,30,256,408,544,86,189,312,447,46,"No",0,0.56,0.47,25,"No","No","No","Yes","No","Yes" +2868308,16,8,0,0,0,0,2,3,6,10,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1130537,2,8,0,5,8,12,0,5,10,11,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1381022,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +3281881,938,4,7369,5100,11520,15420,1387,4792,4943,4943,1437,"No",0,0.75,0.72,12,"No","No","No","Yes","No","No" +1275891,26,12,1,4,16,27,1,10,22,31,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +2955267,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1553282,4,8,0,9,13,21,7,17,28,38,6,"No",0,0.66,0.87,0,"No","No","No","Yes","No","Yes" +3171365,71,NA,0,0,0,0,1,3,5,10,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2840755,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1802193,35,8,1,86,174,262,54,145,354,574,30,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3201945,623,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1371678,23,8,0,0,0,0,0,3,8,12,1,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2215237,2,8,0,9,9,14,2,4,11,14,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","Yes" +2983998,17,8,0,2,12,20,1,6,9,9,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3242938,21,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2885066,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +3192177,86,8,0,0,0,0,2,2,2,2,0,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +1622815,1,8,0,0,0,0,0,0,0,2,1,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +3113618,44,2,0,0,0,0,3,8,8,8,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1440961,2958,8,0,0,0,0,0,0,1,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3083042,11,8,0,54,54,54,0,2,2,6,0,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +3029765,12,8,0,0,0,0,0,2,2,17,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2014603,20,2,0,0,17,17,2,34,67,96,6,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +2111325,124,2,25,100,210,312,55,153,341,532,90,"No",0,0.86,0.59,0,"No","No","No","Yes","No","No" +1680945,1,2,0,20,30,40,7,10,19,31,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","Yes" +1425595,17,NA,0,0,0,0,0,2,2,5,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1761482,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1165507,0,2,1,2,4,5,1,3,3,3,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1161139,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2104388,20,8,0,0,13,13,1,11,19,23,1,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1512393,8,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2999430,11,3,0,0,0,0,0,1,3,3,1,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3142522,4,8,5,6,6,12,2,9,16,18,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2893560,325,0,0,0,0,0,3,3,6,10,1,"No",0,0,0,0,"No","No","No","No","No","No" +1697687,442,13,0,0,0,0,0,0,0,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1560435,39,8,0,0,0,0,5,19,43,64,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1185396,4,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1227012,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1409485,135,8,12,146,251,356,160,284,399,484,27,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2905525,30,2,52,250,425,675,44,278,456,609,19,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1645044,357,8,0,97,327,511,70,218,439,711,76,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","No" +1725878,304,8,0,0,0,0,15,41,91,122,11,"No",0,0.95,0.96,0,"Yes","No","No","No","No","No" +2222899,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1507742,29,8,0,0,24,48,6,25,49,70,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1939018,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2028420,21,2,2,30,45,60,12,41,81,113,7,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1520412,88,4,0,0,0,0,5,10,32,34,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1759647,0,8,0,7,15,23,1,5,12,17,3,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +1589451,0,12,0,3,3,4,0,2,5,5,0,"No",0,0.78,0.78,0,"Yes","No","No","No","No","Yes" +1283772,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1683834,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1133530,73,2,0,0,0,0,1,1,2,11,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3258018,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3037864,11,14,0,0,0,0,0,3,10,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1151310,4,8,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1356983,20,12,0,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3214034,0,8,0,144,192,240,53,94,178,300,25,"No",0,0.77,0.89,0,"No","No","No","Yes","No","Yes" +2877262,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1979398,2,2,0,0,0,0,3,3,11,19,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +1479069,20,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2977554,6,2,0,0,0,16,0,0,2,7,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3266003,43,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1600783,173,8,17,300,540,780,82,280,513,791,96,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +1405888,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1725207,115,12,3,800,800,800,34,122,257,401,40,"No",0,0.71,0.61,0,"Yes","No","No","No","No","No" +1786769,102,4,12,136,280,424,48,126,221,348,42,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +2916821,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +1729959,12,8,0,20,30,40,3,12,30,39,0,"No",3,0.77,0.87,0,"No","No","No","Yes","No","No" +3225648,525,8,3,0,0,0,11,38,60,113,22,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +3233825,1963,12,0,0,0,0,0,8,38,38,6,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1709303,72,8,6,0,0,0,5,27,54,90,3,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1766914,27,NA,0,0,0,0,3,10,21,37,6,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1552405,120,2,36,155,248,403,56,133,269,386,58,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1294617,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.02,0,"No","No","No","Yes","No","No" +1162169,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1230187,2,9,5,64,85,106,8,16,22,22,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","Yes" +1759509,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.85,0,"No","No","No","Yes","No","No" +1931132,43520,9,20,0,0,0,91,5881,9184,14783,1091,"No",0,0.69,0.86,0,"No","No","Yes","Yes","No","No" +1272853,4,2,0,0,0,0,0,3,4,4,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +2166003,3,12,2,1,5,6,0,2,8,13,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +3235164,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1870346,27,8,0,4,22,40,2,10,33,50,7,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3253171,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +1362723,28,8,1,291,291,291,24,487,512,539,127,"No",0,0.23,0.63,0,"No","No","No","Yes","No","Yes" +1232947,2,8,0,0,0,0,0,1,3,3,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2062860,90,12,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.61,0,"No","No","No","Yes","No","No" +1828227,2,8,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1234674,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1249291,3,8,1,29,49,69,12,30,52,69,5,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1168127,155,9,3,60,200,300,52,133,261,421,29,"No",0,0.5,0.39,0,"No","No","No","Yes","No","Yes" +2908846,115,4,66,0,0,36,17,43,190,288,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3252633,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","Yes","Yes","No","No" +1976643,8,9,0,0,0,0,0,0,4,4,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2091183,0,8,0,6,6,6,0,2,2,4,1,"No",0,0.31,0.33,0,"No","No","No","Yes","No","Yes" +1621774,13,2,0,11,22,33,2,12,24,35,0,"No",0,0.68,0.68,0,"No","No","No","Yes","No","Yes" +1615169,8,NA,0,0,0,0,8,28,35,40,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2190909,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +2163882,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.9,0,"Yes","No","Yes","Yes","No","No" +2252403,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1204508,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1775772,62,2,18,42,114,150,36,82,143,199,37,"No",0,0.5,0.83,0,"No","No","No","Yes","No","No" +3035341,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3070589,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"No","No","Yes","Yes","No","No" +1459794,0,2,0,5,5,5,0,0,0,0,0,"No",2,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2918863,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1246794,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1588793,494,2,10,600,600,600,85,276,550,765,97,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1901205,51,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1794464,0,2,0,6,9,9,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1753110,83,8,22,68,143,263,32,126,259,367,67,"No",15,0.94,0.97,0,"No","No","No","Yes","No","No" +1935424,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2029826,34,8,11,30,54,72,24,52,91,130,19,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1977974,0,4,0,13,13,13,0,0,0,0,1,"No",13,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2201422,38,12,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.77,0,"Yes","No","No","Yes","No","No" +3169838,720,17,45,0,0,1000,62,247,463,721,73,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1451354,16,8,0,2,11,20,0,6,25,35,8,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1593287,28,8,0,0,9,18,12,21,39,59,2,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +2019641,-47,12,50,248,248,248,0,180,187,188,0,"No",24,0.78,0.78,47,"No","No","No","Yes","No","No" +3023147,425,2,0,0,0,0,0,0,0,0,8,"No",0,0.78,0.8,0,"Yes","No","No","Yes","No","No" +1802410,10,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2874265,5,12,0,0,0,0,0,1,1,1,1,"No",0,0.86,0.75,0,"No","No","No","Yes","No","No" +2031803,50,0,27,192,353,505,73,193,374,556,44,"No",0,0.93,0.86,5,"No","No","No","No","No","Yes" +1529329,60,2,0,96,192,240,13,50,104,165,35,"No",48,0.91,0.89,0,"No","No","No","Yes","No","No" +1581414,52,NA,2,0,0,0,10,23,64,101,18,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1819749,77,8,86,147,312,497,42,183,347,496,15,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1405230,5,2,0,0,0,0,0,0,3,3,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +3201804,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1876313,40,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1903460,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +2139289,0,2,0,37,67,77,0,0,0,0,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","Yes" +1205420,14,14,0,0,0,0,0,1,2,3,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3057552,41,12,0,22,55,66,4,14,50,86,12,"No",11,0.37,0.34,0,"No","No","No","Yes","No","No" +1835011,26,8,1,291,291,291,7,489,510,536,46,"No",0,0.23,0.63,0,"No","No","No","Yes","No","Yes" +1789253,9,2,0,40,60,80,17,30,39,41,0,"No",0,0.9,0.83,0,"No","No","No","Yes","No","Yes" +2120202,-1,6,0,57,72,87,15,44,78,125,23,"No",12,0.73,0.76,1,"No","No","No","Yes","No","Yes" +1669737,57,8,15,20,75,108,9,39,89,133,22,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +3066091,189,8,2,80,320,480,45,140,297,466,49,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1728811,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1528240,18,2,0,0,0,0,0,0,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1783542,6,2,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2043545,5,2,0,0,5,5,3,4,7,12,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2009162,18,52,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","No","No","No" +1646030,168,8,0,0,100,170,53,55,216,271,27,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2943460,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2304547,5680,8,0,0,0,0,0,0,0,0,198,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2848785,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +2859985,842,8,0,0,0,0,4,6,10,12,2,"No",0,0.5,0.72,0,"No","No","No","Yes","No","No" +2919388,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1489188,0,9,0,3,4,6,0,2,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3099630,6,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3185490,50,2,0,0,0,0,2,3,9,13,1,"No",0,0.83,0.7,0,"Yes","No","No","Yes","No","No" +1432847,28,2,0,0,0,0,1,2,3,3,2,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +1935057,8,8,0,0,0,0,0,1,3,5,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1584743,2,2,0,3,5,8,1,2,2,2,0,"No",0,0.81,0.85,0,"No","No","Yes","Yes","No","Yes" +3265189,250,8,0,0,0,0,5,7,12,20,2,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1842867,0,2,0,0,0,0,0,0,96,118,1,"No",0,0.65,0.37,0,"No","No","No","Yes","No","No" +2139853,-9,8,2,147,259,339,9,133,243,323,13,"No",0,0.9,0.88,9,"No","No","Yes","Yes","No","Yes" +1756384,418,2,0,900,1500,2100,323,1087,1506,2115,314,"No",0,0.86,0.94,2,"No","No","No","Yes","No","No" +1649360,74,2,0,0,0,0,1,3,6,10,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1670035,30960,8,672,6912,20736,41472,2984,13145,26773,42094,6440,"No",0,0.63,0.78,0,"No","No","No","Yes","No","No" +1469902,3,2,0,3,12,18,2,4,8,17,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1915384,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1354761,384,12,4,0,45,135,6,16,35,40,44,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1824347,3,8,2,0,0,20,23,31,48,66,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +3091996,140,2,0,0,0,0,2,5,10,16,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3135099,41,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3083367,275,14,36,174,408,606,77,228,465,772,193,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1815288,1,9,0,30,54,93,13,51,71,83,8,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2164833,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1480405,17,2,3,26,56,61,6,15,21,21,0,"No",3,0.79,0.84,0,"No","No","No","Yes","No","No" +1229574,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2019927,19,NA,0,0,0,0,3,23,53,73,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1298765,147,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3081337,3,8,0,0,0,0,0,1,3,3,2,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +2083110,2,8,0,7,14,21,3,7,16,19,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1592910,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +3244935,16,8,0,0,0,0,0,0,0,3,1,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2964085,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2228462,0,NA,0,0,0,0,3,12,35,58,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1909343,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3048108,28,8,1,1,1,1,1,2,2,4,1,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +2178905,210,NA,0,0,0,0,40,40,80,80,147,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1946202,1130,8,0,0,0,0,10,10,50,64,4,"No",0,1,0.84,0,"No","No","Yes","Yes","No","No" +2186651,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +2231341,19,NA,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1823540,4,8,0,0,0,1,0,1,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2164679,1,8,5,36,57,84,13,37,66,87,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +1929889,1,2,0,12,20,28,6,14,21,31,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +3241779,117,2,4,16,32,36,6,21,58,97,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1742563,0,2,0,245,426,610,0,0,0,0,20,"No",0,0.62,0.68,0,"No","No","No","Yes","No","Yes" +1519347,0,8,0,9,12,12,0,2,7,14,0,"No",0,0.31,0.54,0,"No","No","No","Yes","No","Yes" +1791872,41,2,0,47,94,141,21,54,90,139,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +3220763,68,8,0,0,0,14,5,18,47,64,2,"No",0,0.63,0.51,0,"No","No","No","Yes","No","No" +1257208,2,2,0,2,3,3,1,2,2,2,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1913971,44,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1728599,5,8,0,3,6,12,1,2,10,19,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1898493,21,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1181657,4,2,0,0,3,7,1,2,10,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1823733,611,12,122,601,691,961,165,397,594,950,315,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1811318,2,8,0,21,35,51,9,19,30,43,9,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3002444,41,9,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +2817556,3,8,0,1,3,5,1,3,5,8,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +2155801,101,4,20,0,10,10,23,127,244,350,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1259574,-1,8,5,70,91,126,6,24,51,88,36,"No",0,0,0.27,1,"No","No","No","Yes","No","Yes" +1214737,1426,2,227,3000,5480,7840,751,2269,4605,7492,691,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2831147,4,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1735648,3,8,18,8,24,32,1,14,21,33,7,"No",0,0.31,0.54,0,"No","No","No","Yes","No","No" +1520922,142,52,0,0,0,0,0,4,20,33,10,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1468114,23790,8,0,0,0,0,0,102,199,247,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +1604637,29,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1859476,3,9,0,0,0,1,2,2,2,5,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1601747,109,12,20,0,150,150,8,36,78,119,18,"No",0,0.71,0.71,0,"Yes","No","No","No","No","No" +1345266,977,12,0,0,0,0,3,24,24,24,4,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1243246,140,NA,0,0,0,0,1,2,4,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1306657,174,8,0,0,102,102,18,61,120,188,48,"No",0,0.8,0.85,0,"No","No","No","Yes","No","No" +2229463,931,52,0,0,0,0,21,93,309,393,46,"No",0,0.95,0.9,0,"Yes","No","No","Yes","No","No" +1137218,1,8,0,0,1,1,0,0,1,1,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2814878,11081,4,31,246,246,246,156,755,4849,9250,108,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +1222834,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3077195,3,52,0,0,0,0,1,10,31,41,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1342915,18,3,0,0,0,0,4,4,4,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1813527,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2257304,149,2,90,75,250,425,32,91,171,174,83,"No",0,0.83,0.69,0,"Yes","No","No","Yes","No","No" +2227782,548,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.84,0,"No","No","No","Yes","No","No" +1577837,22,17,0,0,0,0,2,4,7,13,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1621384,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1554650,49,9,0,9,9,9,7,13,40,71,7,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2967662,70,4,43,39,79,108,17,45,106,157,8,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1835620,-3,12,3,510,510,723,36,194,425,634,39,"No",218,0.52,0.41,11,"Yes","No","No","Yes","No","Yes" +3146054,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2133097,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +3075234,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1132000,127,8,0,0,0,50,9,19,57,105,1,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +3100007,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1191756,5,3,0,25,30,40,8,19,29,41,0,"No",0,0.49,0.72,0,"Yes","No","No","Yes","No","Yes" +1296031,10,8,0,2,14,26,1,5,10,19,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1841286,1,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1547712,46,8,4,32,55,78,12,35,67,101,15,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2086001,1990,2,0,0,2900,2900,214,465,920,1361,298,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +2879824,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1633003,19,2,1,17,50,69,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +1984388,299,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1977126,32,8,0,0,0,0,0,1,2,5,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1298008,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.45,0,"No","No","Yes","Yes","No","No" +2297550,248,8,0,250,250,500,40,171,323,517,69,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2293827,9,2,0,0,0,0,1,1,2,2,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2137609,1204,NA,0,0,0,0,0,1,2,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1508563,311,17,204,560,1008,1568,185,512,1014,1503,145,"No",0,0.99,0.99,2,"No","No","No","Yes","No","No" +2210997,16,0,0,0,0,0,0,0,2,4,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2079491,2,8,0,5,10,15,2,6,8,12,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1751495,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1210062,2,12,0,17,26,35,2,12,23,37,0,"No",8,0.62,0.73,0,"No","No","No","Yes","No","Yes" +3163678,3,4,3,1,1,1,5,5,5,5,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1445996,1119,8,2560,990,1330,1670,317,1104,2292,3829,146,"No",385,0,0,0,"No","No","No","Yes","No","No" +1729266,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +2847397,18,2,0,0,0,0,0,1,1,1,0,"No",0,0.69,0.84,0,"Yes","No","No","Yes","No","No" +1634543,187,8,136,312,513,647,90,249,485,874,76,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1594561,59,8,173,0,0,167,14,57,106,185,36,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1352556,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1910544,7,12,0,96,112,176,4,26,95,139,12,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1680246,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1602867,10,3,0,0,2,6,1,6,11,15,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3262826,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1493126,19,8,0,23,55,79,10,31,44,45,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2184248,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1455507,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2803929,0,2,12,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","Yes","No","No" +2921604,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1115997,200,8,0,0,0,147,20,54,119,187,20,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1230739,2,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1474421,197,8,0,0,0,0,3,5,18,35,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1901237,4,NA,0,0,0,0,1,1,2,2,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1484336,7,12,0,0,0,0,0,0,0,1,0,"No",0,0.51,0.51,0,"Yes","No","No","Yes","No","No" +2065116,4,4,0,0,0,0,0,1,3,5,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2994615,1,9,0,4,5,5,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","No","Yes","No","No" +1965983,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2203735,211,8,0,0,0,0,9,26,53,78,11,"No",0,0.01,0.22,0,"Yes","No","No","Yes","No","No" +2101426,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.92,0,"Yes","No","No","Yes","No","No" +1994805,72,NA,0,0,0,0,1,2,5,7,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1440696,1,12,0,2,3,5,1,2,2,3,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3111369,3,8,0,2,5,8,1,3,8,8,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1652536,31,4,0,32,64,96,13,37,74,114,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1243342,1,8,0,1,1,2,0,0,1,1,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2065400,4692,2,0,0,0,0,23,33,99,120,35,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3073701,4,8,0,0,3,6,0,3,4,7,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2952383,76,8,17,480,480,480,14,47,95,150,16,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2828137,20,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2117045,28,8,0,0,0,0,3,14,31,49,8,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1743764,88,8,0,0,8,40,18,38,63,179,34,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1827561,0,9,0,52,52,52,0,0,2,2,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +2222689,79,8,0,0,0,0,0,0,0,0,3,"No",0,0.85,0.93,0,"Yes","No","No","Yes","No","No" +2044824,26,2,0,0,0,0,0,4,8,8,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1127658,9,8,0,0,0,0,0,0,1,12,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1975266,1,12,0,3,4,5,0,1,3,4,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3072200,118,8,3,0,0,0,9,24,50,71,15,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1371996,32,2,0,0,40,40,0,0,0,0,1,"No",0,0.71,0.71,0,"Yes","No","No","Yes","No","No" +1420804,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1476345,10,8,0,0,0,0,0,1,1,2,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1624250,11,2,0,5,5,5,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1152415,0,8,0,10,10,10,2,4,5,10,1,"No",0,0.84,0.8,0,"No","No","No","Yes","No","Yes" +1384781,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2128121,288,10,0,0,0,0,1,6,10,13,6,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +3238926,8,8,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1653557,10,2,0,0,0,0,0,0,0,2,1,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +1748552,29,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1454778,18,15,0,19,19,38,2,10,22,28,6,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2114918,68,8,0,440,585,830,199,349,470,553,140,"No",0,0.87,0.92,21,"No","No","No","Yes","No","No" +1864134,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3144736,13,2,0,0,0,4,0,5,15,17,0,"No",0,0.37,0.74,0,"No","No","No","Yes","No","No" +3055936,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.8,0,"No","No","Yes","No","Yes","No" +1272087,0,8,0,2,2,3,0,0,2,2,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +3117687,9,8,0,0,5,11,16,23,25,28,10,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2298057,7,8,0,0,0,0,1,3,10,15,2,"No",0,0.57,0.42,0,"Yes","No","No","Yes","No","No" +1428397,5,9,0,1,2,3,2,3,5,8,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2106768,1,8,0,6,6,6,2,3,5,10,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2946916,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1838189,8,2,0,5,6,6,0,1,1,1,1,"No",0,0.44,0.64,0,"Yes","No","No","Yes","No","No" +3183338,54,8,5,20,64,88,13,28,70,114,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2979213,25,8,1,0,0,0,0,3,9,15,7,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1980536,-1,8,9,103,159,217,10,37,93,138,15,"No",0,0.57,0.74,2,"No","No","No","Yes","No","Yes" +2019343,32,8,0,96,144,208,26,79,132,172,32,"No",16,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1277954,11,NA,0,0,0,0,2,3,5,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3194351,42,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","Yes","Yes","No","No" +3107708,20,13,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +1777600,0,8,0,48,72,72,7,18,26,47,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1616383,3,8,0,0,0,0,1,4,6,8,1,"No",0,0.36,0.29,0,"No","No","No","Yes","No","Yes" +3271658,18,13,0,4,8,16,1,5,16,20,1,"No",0,0.42,0.64,0,"No","No","No","Yes","No","No" +3240202,161,4,0,0,0,0,2,5,6,7,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2056244,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1945242,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2036046,7,8,0,25,61,96,10,27,68,95,0,"No",3,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1182678,178,2,91,240,504,768,93,237,457,646,111,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1699295,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1540306,79,8,5,147,262,365,38,118,249,372,34,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +3024352,0,12,0,24,33,48,9,19,34,39,1,"No",3,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1982816,5,8,0,10,20,35,9,24,51,69,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1319889,4422,NA,0,0,0,0,0,10,286,406,60,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1261597,23,2,0,1,1,1,0,0,0,0,0,"No",0,0.48,0.53,0,"Yes","No","No","Yes","No","No" +2305388,2,8,1,4,7,11,2,4,8,15,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +1777396,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2811938,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +3137118,5,8,0,0,4,8,0,1,5,9,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1560560,7828,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.72,0,"No","No","No","Yes","No","No" +2001189,-39,NA,1,0,0,0,23,106,221,345,30,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1636544,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +2215701,3,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3076328,0,3,2,2,4,4,0,0,0,0,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1855917,-490,8,0,11210,11210,11210,2010,2038,2060,2104,224,"No",0,1,0.93,490,"No","No","No","Yes","No","Yes" +2852898,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1469100,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2004719,0,8,0,32,32,32,5,11,52,66,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1235490,4,8,0,0,0,0,1,1,1,3,3,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1406861,38,14,14,38,93,143,16,65,127,169,39,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1447902,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1456724,16,8,0,0,0,6,8,16,23,44,2,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1605929,0,8,0,48,48,48,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1991255,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3081465,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1380123,67,12,17,32,44,88,10,48,106,145,15,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2893386,238,8,0,0,0,0,0,4,6,15,2,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1647630,280,9,0,0,0,0,3,11,20,32,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1369954,1,8,0,60,84,96,15,33,66,121,39,"No",6,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1985113,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.02,0.1,0,"Yes","No","No","Yes","No","No" +1130255,2150,8,305,4000,6160,8320,831,2496,4795,7823,714,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3035272,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1677107,124,NA,18,0,0,0,0,4,8,16,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +3149549,1430,9,504,1728,3468,5124,828,2702,4948,8325,516,"No",0,0.82,0.54,0,"No","No","No","Yes","No","No" +2202103,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1346458,3,12,0,0,0,0,2,2,2,3,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +3000389,0,2,0,2926,4420,5536,20,51,786,787,672,"No",325,0.98,0.99,20,"No","No","No","No","No","Yes" +2953077,6,5,0,0,0,0,0,0,0,0,0,"No",0,0,0.02,0,"No","No","No","Yes","No","No" +1335189,1,8,0,1,3,4,1,2,5,7,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","Yes" +1338033,604,4,89,165,440,605,99,513,1101,1690,120,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1557964,9,2,0,0,1,4,0,0,0,0,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +2064103,-1,8,1,7,7,7,1,4,9,12,0,"No",0,0.92,0.89,1,"No","No","No","Yes","No","Yes" +1134289,2,8,0,12,18,24,6,12,18,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3010346,8422,8,452,10098,19590,30198,3704,10903,16992,26125,1179,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +3221726,8,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +2085214,11,4,0,0,0,0,0,0,0,0,3,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1156035,21,8,0,0,0,0,1,2,5,6,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1378143,8,2,0,0,0,0,0,0,0,2,0,"No",0,0.91,0.68,0,"No","No","No","Yes","No","No" +1900224,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1929988,949,2,440,3100,5284,7580,1136,2773,4583,6550,675,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1283698,1,8,1,14,29,41,2,13,24,37,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1840318,56,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1539832,28896,8,0,0,0,0,252,504,929,1500,466,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3109355,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2223436,6556,4,0,0,0,0,15,681,790,909,23,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3169123,110,2,0,0,120,120,11,35,84,134,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2307619,95,2,0,0,0,0,0,0,5,6,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1280742,12,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3135421,6,2,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1590490,0,8,0,10,20,20,6,8,14,20,1,"No",0,0.6,0.78,0,"No","No","No","Yes","No","Yes" +3249646,116,8,1,0,0,10,10,33,78,132,18,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1890827,-3,2,136,124,276,444,75,188,343,440,91,"No",8,0.1,0.17,2,"No","No","No","Yes","No","Yes" +1979417,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1567537,210,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1584311,0,2,0,7,7,7,0,0,0,1,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +1361768,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2892053,144,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3070735,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1227637,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2814244,1350,NA,457,0,0,0,1038,3360,6430,9820,1801,"No",0,-99,-99,0,"No","No","No","No","No","No" +1158448,12,0,0,354,518,700,56,153,322,494,71,"No",0,0,0,1,"No","No","No","No","No","Yes" +1260505,536,NA,0,0,0,0,0,0,3,4,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1754417,4,2,0,0,400,400,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2802318,199,12,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1529505,121,8,6,0,0,12,18,56,81,81,45,"No",0,0.97,0.97,1,"No","No","No","Yes","No","No" +1963861,0,8,0,10,20,20,2,7,10,15,1,"No",0,0.25,0.36,0,"Yes","No","No","No","No","Yes" +1893877,6,8,0,5,12,26,0,8,15,23,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1965331,345,8,0,0,0,0,3,3,13,65,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2285981,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1816214,2,8,11,10,30,50,0,12,48,58,1,"No",10,0.48,0.57,0,"No","No","No","Yes","No","No" +1515905,46,2,72,48,136,216,22,105,175,289,22,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1404717,5,8,24,0,11,22,2,14,28,37,0,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1571274,4,8,0,4,4,4,1,2,3,4,2,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1739087,1,2,1,0,1,2,0,2,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3274987,6,8,0,10,18,26,4,7,16,26,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2028732,87,NA,10,26,26,26,31,69,167,257,41,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1804824,1,4,0,0,0,0,1,1,1,1,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +1937327,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1518870,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3255887,3990,8,2800,0,2800,2800,338,1239,2765,4624,574,"No",0,0,0.25,0,"No","No","No","Yes","No","No" +2255714,1170,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2224660,23,8,6,25,49,73,12,31,58,84,12,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1338452,27,8,8,113,205,292,40,134,242,340,59,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2166201,3,8,0,0,4,4,1,1,3,6,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +2939946,6,8,0,540,882,1170,125,400,697,922,127,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","Yes" +2214073,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1252815,57,8,0,0,0,0,0,3,10,14,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2024808,37,8,0,0,0,0,0,1,5,23,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1684398,935,52,0,0,0,0,1,6,16,17,2,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +2229769,6719,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1482997,146,2,87,158,293,447,63,164,306,456,53,"No",0,0.24,0.31,0,"No","No","No","Yes","No","No" +1676933,9,4,1,5,9,13,2,6,9,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3038606,7,2,0,0,20,20,2,7,15,27,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3178212,1060,2,0,0,0,0,0,25,25,25,26,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1651456,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1655156,3,8,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1174859,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1401166,6,8,0,52,92,132,11,37,61,85,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1917115,17,2,0,42,78,114,12,33,55,79,4,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +1541827,-1,12,0,16,24,24,1,6,12,20,0,"No",8,0.44,0.38,1,"No","No","No","Yes","No","Yes" +3188243,106,12,19,0,5,38,9,35,87,144,18,"No",0,0.68,0.67,0,"No","No","No","Yes","No","No" +1874235,282,2,0,0,0,0,6,20,20,20,3,"No",0,0.25,0.35,0,"No","No","Yes","Yes","No","No" +1142177,1356,2,404,2580,5040,7260,851,2562,4935,7630,618,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3074369,1,8,0,0,1,1,0,0,1,1,1,"No",0,0.88,0.63,0,"No","No","No","Yes","No","No" +2030883,0,2,0,11,15,19,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1628321,0,2,0,2287,3007,3967,0,1,1,1,103,"No",1327,0.66,0.4,0,"No","No","No","Yes","No","Yes" +1445853,7,9,0,0,0,1,0,2,6,10,3,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2160433,2,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2915454,3,4,0,0,0,0,0,3,6,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1436225,-3,9,7,10,27,43,11,24,42,48,6,"No",0,0.9,0.82,3,"No","No","No","Yes","No","Yes" +2871948,5,4,0,0,0,0,0,1,1,2,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1139873,92,8,0,0,0,0,0,4,11,15,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3107424,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1893809,1,2,0,4,4,4,6,9,11,11,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","Yes" +1405635,7,8,0,2,7,7,0,3,7,9,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1316377,0,4,61,53,54,54,0,0,0,0,2,"No",3,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1520323,44,8,8,48,90,125,10,42,70,127,17,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +2099101,32,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1347530,120,8,774,2119,3274,4714,700,1734,2900,3635,527,"No",78,0.64,0.68,179,"No","No","Yes","Yes","No","Yes" +1580815,1028,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2272969,43,8,0,280,280,280,0,0,0,0,0,"No",0,0.66,0.7,0,"No","No","No","Yes","No","No" +1853180,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2238185,6,2,0,0,0,5,0,1,3,5,0,"No",0,0.21,0.36,0,"No","No","No","Yes","No","No" +3161728,6,6,0,3,9,11,3,5,10,16,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2835267,9,2,0,5,5,5,0,8,8,8,1,"No",0,0.94,0.92,0,"No","No","Yes","Yes","No","No" +1314617,7818,2,0,0,0,0,60,188,439,730,26,"No",0,0.71,0.45,0,"No","No","No","Yes","No","No" +1244511,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1892941,3,3,0,0,0,0,1,4,4,4,14,"No",0,0.96,0.84,0,"No","No","No","Yes","No","Yes" +1355075,0,2,2,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2030546,0,4,0,11,11,11,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3204659,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.82,0.77,0,"No","No","Yes","Yes","No","No" +1299365,1,8,0,1,1,1,0,0,1,1,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1467385,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2985661,486,2,0,0,0,0,0,25,25,25,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1987168,39,8,0,20,50,70,4,27,50,76,32,"No",0,1,0.83,0,"No","No","Yes","Yes","No","No" +1648368,3,8,0,0,0,1,0,0,3,3,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1837222,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1127108,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1757888,12,4,0,0,6,8,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2862961,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1676117,2,12,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +3238755,258,52,0,0,0,0,0,1,1,2,4,"No",0,1,0.88,0,"Yes","No","Yes","Yes","No","No" +2165650,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.9,0,"No","No","Yes","Yes","No","No" +2188587,367,12,11,130,260,390,63,172,386,560,83,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3157678,4,14,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1997695,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1396457,75,52,0,0,0,0,0,1,1,2,1,"No",0,1,1,0,"Yes","No","Yes","No","No","No" +2917088,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2965473,2,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1876826,1,9,0,10,10,10,0,10,17,19,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1521083,20,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1542989,11,2,0,0,0,0,1,1,1,1,0,"No",0,0.82,0.92,0,"Yes","No","No","Yes","No","No" +1254030,0,12,0,6,9,11,1,2,6,9,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1949750,97,4,0,0,0,0,10,85,216,359,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1463652,383,NA,0,0,0,0,1,14,29,48,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2252859,15,10,0,0,24,24,3,9,13,20,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +3042202,9,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1552489,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3109078,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +1383449,36,8,2,0,0,0,2,8,18,30,6,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +3162069,13,2,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1476996,9,9,0,5,9,12,4,6,11,11,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +1695692,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3101022,121,12,0,0,0,0,0,5,8,10,7,"No",0,0.74,0.69,0,"No","No","Yes","Yes","No","No" +1476851,1,8,0,0,0,10,2,9,15,25,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2902717,2508,8,0,0,0,0,23,61,112,161,11,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1365198,2,8,2,18,36,54,4,19,32,55,6,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3160431,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +3128602,2,10,0,0,0,0,1,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1666444,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2983761,190,2,0,0,0,0,6,14,30,39,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3104169,0,12,0,25,25,28,0,6,13,16,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +2944296,67,8,8,64,111,162,10,55,115,171,17,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1956744,74,2,0,0,32,96,19,53,98,128,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2047757,348,9,0,0,0,0,0,0,2,2,0,"No",0,0.54,0.7,0,"No","No","No","Yes","No","No" +1592690,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"Yes","No","No","No","No","No" +2013342,28,8,0,0,0,0,0,1,1,1,0,"No",0,0.96,0.95,0,"Yes","No","Yes","Yes","No","No" +2827560,3,8,0,0,0,1,0,1,3,3,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3055107,0,8,0,3,4,5,2,3,4,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1679562,10,8,0,0,0,0,1,2,3,5,2,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2295892,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1595448,0,12,0,3,3,3,0,0,2,3,0,"No",1,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1259180,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2936410,15,8,0,0,0,0,1,2,4,6,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1572557,72,9,0,0,100,100,4,30,53,53,6,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +2817229,42,3,0,0,0,0,0,4,15,22,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1347262,1,2,0,20,35,55,5,16,30,47,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1891085,0,2,0,636,636,636,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1457247,8,8,0,18,36,54,7,13,29,60,8,"No",0,0.96,0.93,0,"No","No","No","Yes","No","Yes" +1713988,5,8,0,0,0,2,1,2,4,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2875485,3,12,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1472381,44,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2122664,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","Yes","Yes","No","No" +2061172,0,2,1,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"Yes","No","No","Yes","No","No" +1326621,62,13,0,0,0,0,0,1,1,1,0,"No",0,0.76,0.79,0,"No","No","No","Yes","No","No" +3028646,170,8,196,696,1248,1848,249,710,1210,1602,218,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2276421,21,14,0,0,0,0,0,1,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1443567,26,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2215707,1,8,0,0,1,1,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1540284,2,2,0,4,8,10,3,9,13,19,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2856558,3,4,0,0,1,2,0,0,3,4,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1976833,5,8,1,11,21,33,0,5,13,14,0,"No",2,0.71,0.66,0,"No","No","No","Yes","No","No" +1402377,1183,4,0,0,0,0,5,11,278,286,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3008959,519,16,170,208,334,566,53,174,359,628,137,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +1610990,0,8,0,19,28,46,4,8,17,28,0,"No",10,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1520109,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2313938,45,8,13,86,152,218,13,58,100,141,40,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1842208,3,8,0,0,0,0,0,2,3,3,1,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1461939,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1508582,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1818571,168,2,20,180,430,700,65,223,429,515,71,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2075543,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3062682,7,2,0,10,10,20,1,4,8,11,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3218480,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2123096,13810,8,0,0,0,0,26,177,399,635,103,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1129738,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.62,0,"No","No","Yes","Yes","No","No" +2867306,175,8,1,78,168,270,29,119,262,385,44,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2010010,9,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1945233,304,8,82,243,486,729,79,302,612,949,102,"No",0,0.91,0.83,0,"No","No","No","Yes","No","No" +1967446,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1637959,3,8,0,40,60,60,10,23,46,67,2,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +3138053,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2126155,42,8,0,0,0,0,2,5,5,9,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1568810,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2280822,7,8,0,0,0,40,0,1,2,7,1,"No",0,0.91,0.82,0,"No","No","Yes","Yes","No","No" +3151265,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2864884,0,10,0,8,12,16,0,6,10,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2188954,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1748543,277,4,91,371,526,712,129,325,626,871,29,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3127671,5,2,0,26,39,52,5,10,29,36,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1722432,51,NA,0,0,0,0,0,0,3,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1411699,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +2274047,6,2,0,0,0,1,0,0,4,5,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1329980,209,2,0,42,141,211,11,44,103,121,43,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1200103,3,2,0,0,2,3,0,1,1,4,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1233149,1,9,0,9,16,25,4,12,18,24,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2052122,530,NA,0,0,0,0,0,0,3,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2023465,358,8,85,210,393,637,166,338,556,1017,201,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +1891228,319,52,0,0,0,0,6,14,44,67,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1603676,-269,8,0,1542,2466,3467,262,907,1752,2836,198,"No",154,0.14,0.14,316,"No","No","Yes","Yes","No","Yes" +1764498,58,17,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2096358,1,NA,0,0,3,5,0,1,2,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2144762,94,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2845945,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3097814,3,8,0,9,20,33,3,9,12,16,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2118540,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1576504,18,4,10,43,87,142,9,32,66,96,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2169554,1015,8,430,0,425,850,101,385,724,1096,221,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1643686,0,NA,0,0,0,0,2,2,3,5,2,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2166206,139,8,116,78,248,418,68,181,379,536,88,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1899289,245,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1902841,5,NA,0,0,52,78,4,21,41,61,2,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +2303864,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2810114,0,4,0,0,0,0,1,1,1,3,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2284836,1,NA,1,0,0,0,7,26,55,69,14,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3019902,6,8,0,0,1,3,1,2,3,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2866913,47,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1586682,1,9,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2805318,0,10,0,4,7,8,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1494380,18,8,0,0,0,0,0,3,5,7,6,"No",0,0.07,0.3,0,"No","No","No","Yes","No","No" +1641915,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1164273,275,8,20,0,0,0,1,23,29,44,17,"No",0,0.85,0.94,0,"Yes","No","Yes","No","No","No" +2956703,8,2,0,20,40,60,28,56,56,56,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1867323,0,4,0,2992,3456,4592,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2106555,366,8,10,0,0,264,31,126,248,386,39,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1577812,4,8,0,0,0,50,0,1,3,5,2,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +3089508,5,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1947490,48,8,0,0,28,56,12,32,87,103,7,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1470280,1,8,0,3,5,7,3,3,5,9,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1941379,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2033602,4751,2,0,0,0,0,0,20,42,44,21,"No",0,1,1,0,"No","No","No","Yes","No","No" +1380928,6,2,0,6,18,20,2,5,13,28,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +1580843,-11,4,0,19,19,19,10,15,48,48,0,"No",0,0.79,0.66,11,"Yes","No","Yes","Yes","No","Yes" +3049535,37,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2221459,3,2,0,0,1,2,3,10,11,12,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","Yes" +1698628,10,2,22,75,135,195,27,102,184,243,41,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +1398855,13,6,0,84,84,84,14,23,44,79,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1287141,50,12,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2966733,1,4,0,1,1,2,1,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3121133,24,8,0,0,0,0,0,1,3,5,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2250131,28,9,20,120,220,270,1,63,73,95,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1653076,5,2,0,50,50,50,8,19,38,49,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1150354,2450,12,1,5000,5000,5000,41,78,78,78,44,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1218693,30,2,0,0,0,0,0,6,6,6,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1579900,12,8,30,0,5,30,7,21,65,94,28,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1863167,316,8,123,199,519,839,90,320,659,1015,115,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3241864,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3185625,624,12,138,924,1743,2604,347,1092,2017,3154,592,"No",0,1,1,0,"No","No","No","Yes","No","No" +3065101,92,17,1,40,80,120,21,60,119,172,29,"No",0,1,1,0,"No","No","No","Yes","No","No" +2237130,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3163432,3260,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +2040575,5,8,0,2,3,4,0,2,3,6,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1846696,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1840450,3,2,0,2,5,5,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2184135,7783,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3041868,3,2,0,2,4,5,0,0,2,2,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1849972,0,8,20,20,20,20,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2956156,4,2,0,1,3,3,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1965935,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1972929,0,8,0,4,6,9,0,3,5,7,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1955019,87,2,9,48,112,144,25,62,123,202,33,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1328304,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +2810185,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1958388,26,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1729271,0,2,6,6,6,6,0,0,0,0,1,"No",0,0.7,0.73,0,"Yes","No","Yes","Yes","No","Yes" +2929497,4,2,0,4,8,12,0,3,5,12,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2025290,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2974832,21,8,0,0,0,0,0,0,1,2,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1245793,59,8,6,48,86,124,12,43,82,124,23,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1792000,7,12,0,24,48,80,6,27,46,75,9,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1267128,10,12,2,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1473983,0,8,0,26,39,65,1,13,25,34,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1879921,1,8,0,5,9,12,1,3,7,14,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2296614,2911,2,0,0,0,0,0,4,4,4,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1811663,69,8,0,0,0,0,0,0,0,0,0,"No",0,0.23,0.23,0,"No","No","No","Yes","No","No" +2832875,50,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1171952,7,8,0,0,0,0,2,3,3,3,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1824722,117,8,24,84,204,324,38,134,254,364,42,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1570758,122,8,3,20,80,140,21,60,136,215,35,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+2916201,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.91,0,"Yes","No","No","Yes","No","No" +2266295,0,8,0,102,126,168,0,3,3,3,21,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +1560309,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2258422,0,2,0,1017,1630,1632,0,0,0,0,84,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","Yes" +2978994,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2977352,16,NA,0,0,0,0,0,0,3,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3165185,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1401152,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1808741,26,12,0,0,0,0,21,21,21,44,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3242170,0,NA,0,0,0,0,0,0,116,116,106,"No",0,-99,-99,0,"No","No","No","Yes","Yes","No" +3129962,39,9,0,0,0,0,1,1,4,5,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3017101,22,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1258081,6,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +2947956,60,8,27,33,37,45,34,55,95,142,14,"No",0,0.55,0.4,0,"No","No","No","Yes","No","No" +1533303,18,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.71,0,"Yes","No","No","No","No","No" +2145081,89,2,19,128,264,390,37,140,247,380,62,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1766222,14,2,0,0,0,0,0,0,8,8,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1665875,0,2,0,6,6,12,2,4,4,5,1,"No",6,1,0.99,0,"No","No","No","Yes","No","Yes" +1368129,13,3,0,40,40,40,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1175635,-134,2,54,702,918,1242,706,1000,1508,1785,270,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +3251486,57,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3036199,7,2,0,168,168,224,22,63,112,152,0,"No",0,0.03,0.1,0,"No","No","No","Yes","No","Yes" +1149221,146,8,0,0,0,0,0,1,1,4,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1875183,25,8,0,0,0,0,0,0,5,12,0,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","No" +1281301,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1344892,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","No" +1158106,30,12,0,0,0,125,5,19,21,39,3,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +2157914,271,16,4,0,0,0,12,52,104,177,28,"No",0,0.66,0.63,0,"No","No","Yes","Yes","No","No" +1208057,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1986368,25,NA,0,0,0,0,1,3,3,3,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3030168,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2891734,7733,4,10,0,0,0,39,130,249,366,72,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1450943,0,2,0,3,6,6,2,2,3,4,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2173106,-164,NA,2,0,0,0,43,179,320,459,40,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1465418,48,2,0,0,0,0,3,7,8,15,1,"No",0,1,0.86,0,"Yes","No","No","Yes","No","No" +1530471,105,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1537382,19,8,0,0,0,0,2,7,19,26,1,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1917682,133,8,24,210,415,623,85,266,538,828,104,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1183462,37,8,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +1824199,48,2,34,64,96,144,24,59,93,149,32,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2144140,1,2,0,19,19,29,2,7,18,23,5,"No",0,0.05,0.37,0,"No","No","No","Yes","No","Yes" +2076364,101,8,0,1,23,23,3,8,73,107,1,"No",0,0.78,0.81,0,"No","No","No","Yes","No","No" +1367391,11,2,0,0,0,0,0,2,3,4,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1274492,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +2068207,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1222414,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3282629,5,12,0,0,2,5,1,2,6,10,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1357747,0,8,0,2,2,3,2,2,2,2,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","Yes" +2989760,9,8,0,0,0,0,0,0,1,2,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1546424,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2308461,27,4,1,0,8,16,2,7,19,26,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1187412,2,NA,0,5,8,14,2,10,15,20,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1698234,-36,NA,0,0,0,0,40,168,273,387,42,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1685307,18,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2087948,40,13,0,0,0,0,0,0,0,2,1,"No",0,0.42,0.67,0,"No","No","No","Yes","No","No" +2862179,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"Yes","No","No","Yes","No","No" +1603232,-2,12,0,30,40,50,7,17,36,53,0,"No",0,0.07,0.24,2,"No","No","No","Yes","No","Yes" +2020929,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1351444,0,8,0,9,9,13,2,5,21,24,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2851946,227,2,30,372,732,1140,96,307,605,813,43,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1119252,10,8,0,0,0,0,1,4,8,10,2,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1972058,3,8,0,1,3,5,0,1,4,4,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +2899967,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2025588,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1323611,0,12,0,1,1,1,0,0,1,1,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","Yes" +1535754,7,12,0,0,0,0,0,0,0,1,0,"No",0,0.72,0.79,0,"No","No","No","Yes","No","No" +2271353,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1488429,28,8,0,0,0,0,0,2,4,4,2,"No",0,1,0.41,0,"Yes","No","Yes","Yes","No","No" +3236862,2,8,0,0,2,3,0,1,1,1,1,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +2833189,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2924124,442,8,0,0,0,0,33,116,266,393,47,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3148252,4,8,0,0,0,0,0,0,0,2,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2140235,0,2,0,4,5,7,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2270190,9,2,0,0,0,0,0,1,5,6,0,"No",0,0.85,0.77,0,"No","No","Yes","Yes","No","Yes" +1758521,1,8,0,1,2,3,2,2,4,4,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1459184,6,2,20,42,98,140,16,48,81,120,12,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","No" +3162921,200,16,0,34,34,34,10,32,113,349,30,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2285511,193,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1865182,17,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1245408,41,8,0,0,0,0,2,9,9,9,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1884549,5,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2210477,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2286204,12051,2,0,0,0,0,0,1,3,4,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1263787,228,2,70,350,650,900,78,276,509,795,141,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1942224,31,8,0,0,0,12,1,5,18,35,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1661805,149,4,96,105,239,346,43,124,230,340,35,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1933197,6,9,0,0,0,0,0,0,2,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1800498,0,9,0,2,3,3,1,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2915523,18,8,0,0,0,0,0,7,13,23,0,"No",0,0.12,0.1,0,"Yes","No","Yes","Yes","No","No" +1481430,5,2,0,10,30,40,2,12,24,30,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","No" +1617898,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +3196040,66,4,0,0,0,0,0,2,11,17,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1452458,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1341952,9,2,0,28,28,28,1,2,6,6,1,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1632814,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1471524,57,52,0,0,0,0,0,2,8,8,5,"No",0,0.29,0.29,0,"Yes","No","No","Yes","No","No" +2975616,6,9,0,0,0,2,0,2,3,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1549543,2,8,0,6,9,11,1,6,7,7,2,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1611496,10,8,0,0,25,25,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3249555,56,2,10,20,50,90,25,61,103,131,26,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1191529,5,2,0,0,0,0,2,2,2,2,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +3014510,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1896313,3,3,0,8,8,8,0,2,6,8,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1130078,2,9,0,20,40,60,3,13,23,25,3,"No",0,0.96,0.92,0,"No","No","Yes","Yes","No","Yes" +3256440,2,12,0,56,56,56,0,0,0,2,1,"No",0,0.27,0.26,0,"Yes","No","Yes","No","No","No" +2177150,4,8,0,10,15,20,6,10,16,27,0,"No",0,0.66,0.8,0,"No","No","No","Yes","No","No" +1123444,30,52,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.92,0,"Yes","No","No","Yes","No","No" +1320936,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3193533,1,8,0,1,1,1,0,0,1,1,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2050023,3,2,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","Yes" +1615699,18,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2062939,5,8,0,21,30,45,4,14,25,40,4,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +2199617,57,8,0,0,48,60,2,16,97,123,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +3235626,27,8,0,39,62,86,24,43,89,122,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1474463,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2960387,12,9,0,0,1,3,0,0,4,6,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1757321,0,2,0,13,13,13,0,0,0,0,1,"No",0,0.09,0.09,0,"No","No","No","Yes","No","No" +1700125,4,8,0,23,43,67,6,23,53,65,0,"No",5,0.77,0.87,0,"No","No","No","Yes","No","Yes" +3013603,0,8,0,4,10,13,9,9,15,16,2,"No",0,0.91,0.72,0,"No","No","No","Yes","No","Yes" +3111766,15,4,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +1236493,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2311237,14,8,2,0,12,24,2,2,10,24,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1254237,0,14,0,12,12,12,1,2,4,4,0,"No",0,0.47,0.39,0,"No","No","No","Yes","No","Yes" +1442834,3,8,0,28,45,67,0,18,27,41,1,"No",0,0.79,0.9,0,"No","No","No","Yes","No","Yes" +2842589,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1220144,124,6,18,140,307,487,60,200,431,635,52,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +2902498,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2290295,4,8,0,6,12,21,1,6,7,14,7,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1788433,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2283984,16,8,0,0,0,6,2,7,10,17,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1864423,40,2,75,12,106,195,14,89,191,285,23,"No",0,0.79,0.9,1,"No","No","No","Yes","No","No" +1507687,93,8,0,0,0,0,0,5,7,10,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +3043907,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.78,0,"No","No","Yes","Yes","No","No" +1954226,680,8,491,1908,3776,5794,731,2237,4614,6458,423,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2024500,3,8,0,30,40,60,9,24,40,73,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1812440,0,9,0,1,1,1,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1973563,150,8,141,732,1368,2172,182,775,1375,1848,174,"No",48,0.31,0.18,26,"No","No","No","Yes","No","Yes" +3108336,21,9,0,0,5,10,0,8,10,23,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2291933,4995,2,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1637026,8,2,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +2235087,18,8,0,0,0,0,1,3,9,11,0,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +3136781,30,2,0,30,75,120,6,25,36,37,0,"No",0,0.15,0.18,0,"No","No","No","Yes","No","Yes" +1985777,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2270378,0,9,0,5,5,6,0,0,3,5,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3196886,6,2,1,1,5,9,0,1,1,1,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +2148765,194,10,105,96,224,320,38,146,308,469,112,"No",0,0.71,0.8,0,"No","No","No","Yes","No","No" +1847114,6,8,0,19,19,30,7,16,32,68,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1358621,280,NA,453,0,0,0,529,1689,3361,4782,549,"No",0,-99,-99,4,"No","No","No","No","No","Yes" +2879809,65,12,0,0,0,0,2,4,7,13,2,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +1548700,1983,8,1018,5440,9360,12240,1256,3002,5857,9998,1368,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1189200,3,8,0,0,2,4,0,1,2,4,3,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +1919971,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1179032,233,2,10,0,0,0,10,32,60,89,29,"No",0,0.93,0.88,1,"Yes","No","No","No","No","No" +2231182,0,8,0,1,1,1,0,1,1,1,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2873551,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2174331,233,8,15,128,279,487,62,262,571,895,70,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1133969,99,8,0,0,0,0,1,9,22,41,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +2058151,0,8,0,0,0,0,4,28,62,96,3,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1541901,72,8,9,32,64,96,16,44,77,120,25,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2191217,5,2,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2965029,2,12,0,90,144,198,38,64,130,168,22,"No",12,0.73,0.79,0,"No","No","No","Yes","No","Yes" +2279943,5,8,0,0,0,0,0,0,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1518767,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1128117,-3,4,0,29,40,51,7,13,19,19,0,"No",0,0.79,0.66,3,"Yes","No","No","Yes","No","Yes" +2230972,4,2,0,0,0,0,0,0,0,0,2,"No",0,0,0.04,0,"No","No","No","Yes","No","No" +3179482,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1153228,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1255220,0,8,0,4,6,8,1,4,5,6,0,"No",0,0.48,0.39,0,"No","No","Yes","Yes","No","Yes" +2109998,0,8,0,57,97,127,12,34,56,84,3,"No",0,0.78,0.76,0,"No","No","No","Yes","No","Yes" +1590766,-528,12,2,3452,5030,7195,706,2374,3576,4758,350,"No",0,0.54,0.7,532,"No","No","No","Yes","No","Yes" +1666569,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2845479,10,2,0,0,0,0,0,0,2,2,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2275860,7,8,0,0,0,0,0,2,2,2,0,"No",0,0.84,0.88,0,"No","No","Yes","Yes","No","No" +2948720,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1736270,6,12,0,0,0,0,0,0,1,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1441694,19,8,0,155,244,328,50,127,249,336,47,"No",0,0.82,0.75,3,"No","No","Yes","Yes","No","Yes" +2081825,7,8,0,40,90,150,4,27,50,65,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +2886524,18,12,0,0,0,0,3,5,10,12,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1695467,7,8,1,99,165,220,46,100,230,297,33,"No",0,0.74,0.84,26,"No","No","No","Yes","No","No" +3251994,65,8,14,28,70,126,28,84,155,213,69,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2809415,13,8,8,0,0,12,6,23,38,55,1,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1924398,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2106712,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1185053,1195,8,121,2540,4572,6604,714,2272,4487,6751,602,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +2106646,0,8,0,7,9,13,0,3,5,8,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3005289,0,8,0,73,113,137,9,31,59,102,22,"No",0,0.76,0.84,1,"No","No","No","Yes","No","Yes" +3276584,49,8,0,5,15,35,5,15,40,63,9,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1599349,29,2,0,21,42,63,9,33,55,64,8,"No",0,1,1,0,"No","No","No","Yes","No","No" +2847488,34,9,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2081058,1,8,0,4,6,9,1,7,10,16,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","Yes" +1183528,14,8,0,30,69,114,10,39,63,104,11,"No",0,0.92,0.94,0,"No","No","No","Yes","No","Yes" +1345164,100,9,100,150,300,450,80,290,581,1022,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1993721,46,12,0,0,0,0,0,1,2,3,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1508260,13,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1966940,11,8,0,65,85,105,6,20,43,70,98,"No",0,0.44,0.64,0,"No","No","No","Yes","No","Yes" +1298297,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2088164,50,8,14,10,38,62,7,34,55,92,17,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +2315414,0,8,0,2,3,5,3,4,4,5,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +1164204,6,2,0,8,8,16,1,4,9,13,0,"No",0,0.94,0.75,0,"Yes","No","No","Yes","No","No" +3010789,50,12,5,14,14,28,8,18,48,73,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2237106,17,4,0,0,0,0,2,7,12,16,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1692765,0,8,0,0,0,0,0,0,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1204988,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1809436,4007,8,321,432,2675,4178,378,1191,2867,6265,242,"No",0,0.37,0.6,0,"No","No","No","Yes","No","No" +3143863,11,8,0,7,14,28,0,7,28,32,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2081639,34,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3108256,13,8,0,0,7,7,0,3,15,18,4,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2188723,144,2,0,0,0,0,2,9,23,31,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1207694,0,8,0,10,15,15,2,7,12,17,7,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2984040,50,4,0,0,0,0,7,13,31,46,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1809143,0,3,0,5,6,9,0,0,0,0,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","Yes" +1257462,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1928771,25,2,0,0,0,0,3,6,6,6,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1785222,1,0,0,80,110,110,5,13,26,37,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1504393,4,9,0,0,0,0,0,0,0,4,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1821313,80,2,4,28,72,104,13,37,56,57,24,"No",0,0.04,0.04,0,"No","No","No","Yes","No","No" +1685217,0,2,0,26,26,26,1,1,1,1,2,"No",0,-99,0,0,"Yes","No","No","Yes","No","Yes" +2935584,108,8,0,500,500,500,9,49,128,232,14,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3234185,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.79,0,"No","No","No","Yes","No","No" +2155268,2,2,0,4,8,14,0,8,12,13,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3070197,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1723032,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3152696,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2080826,4229,8,256,4536,6552,8568,1135,2111,4193,7455,1669,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1867435,58,NA,0,0,0,0,1,3,10,10,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2169896,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1322128,61,8,0,0,40,80,26,60,116,194,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1448363,184,2,0,0,0,0,2,2,7,16,17,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1316669,1,2,0,2,6,12,3,6,18,22,2,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +1373588,1,9,0,1,1,2,0,1,1,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3171510,16,9,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1643549,319,8,0,0,0,0,0,0,0,2,2,"No",0,0.91,0.9,0,"No","No","No","No","No","No" +1292214,228,8,0,0,0,0,15,43,67,98,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3219860,417,8,1022,1097,1574,2492,423,1064,1914,3179,256,"No",0,0.68,0.73,9,"No","No","No","Yes","No","No" +1272344,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1603300,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +3097889,589,8,20,150,705,1231,120,874,1258,1870,252,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2819786,62,8,25,89,128,167,24,56,103,166,37,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1981522,21,8,1,24,50,77,11,22,49,77,11,"No",2,0.86,0.88,0,"No","No","Yes","Yes","No","No" +2807842,0,4,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1639440,8915,16,0,0,0,0,139,533,959,1400,188,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2081903,0,8,0,5,5,5,0,0,1,5,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +2057523,0,2,0,68,116,116,0,0,0,0,6,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +1395508,5,9,0,16,26,46,5,10,22,35,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" 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+1305033,133,8,1,0,70,140,12,37,78,148,27,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +2981596,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1681725,39,2,0,0,0,0,8,22,23,27,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2195293,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3081816,61,8,6,15,57,85,18,38,85,119,26,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1836950,145,4,9,0,10,26,10,47,103,167,28,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2163494,4,4,4,0,0,0,0,1,5,7,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2067741,505,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3142429,30,12,0,11,33,44,8,34,71,105,9,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2994768,2,8,0,2,4,7,2,2,5,6,1,"No",0,0.96,0.95,0,"No","No","Yes","Yes","No","No" +1188421,12,4,0,0,0,5,2,8,8,8,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2193871,427,4,0,146,292,292,40,159,336,558,60,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1702525,5325,2,0,0,0,0,8,12,27,534,1,"No",0,1,0.73,0,"No","No","No","Yes","No","No" +1288077,48,12,0,0,0,0,5,8,12,25,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2864293,23,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2305191,191,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2886197,173,12,0,0,0,0,0,2,4,4,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2953223,9,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2273358,121,NA,0,0,0,0,0,8,21,43,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2934055,20,2,0,0,0,0,1,3,5,9,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1752819,4,NA,0,0,0,0,1,1,2,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2080782,2,8,0,0,10,10,2,4,4,6,1,"No",0,0.41,0.58,0,"No","No","No","Yes","No","No" +1872050,10,4,0,0,0,0,0,1,3,3,0,"No",0,0.86,0.88,0,"Yes","No","Yes","Yes","No","No" +1827320,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2075886,8,8,0,47,93,116,13,29,42,50,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +1139787,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.3,0.38,0,"No","No","No","Yes","No","No" +3045279,7733,8,316,288,288,288,490,1582,3565,5465,289,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +3098877,13,12,0,0,0,0,3,3,3,3,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1223246,2,8,0,1,3,7,6,14,25,32,55,"No",0,0.82,0.68,0,"No","No","No","Yes","No","Yes" +2859871,-372,8,87,650,890,1190,521,821,1112,1404,256,"No",0,0.97,0.96,91,"No","No","No","Yes","No","No" +1169727,9,8,0,22,22,37,6,16,25,37,1,"No",22,0.84,0.71,0,"No","No","No","Yes","No","Yes" +3155154,7,8,0,0,0,0,0,0,1,1,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2974583,9,8,0,6,6,12,1,5,15,24,1,"No",0,0.49,0.57,0,"No","No","Yes","Yes","No","No" +2872779,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1762923,1,3,0,4,7,9,0,3,6,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1287987,0,8,0,6,6,6,0,0,2,3,0,"No",0,0.39,0.62,0,"No","No","No","Yes","No","Yes" +2898398,98,NA,0,0,0,0,1,2,6,8,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1495043,0,8,0,0,0,0,0,0,0,4,2,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1998515,77,8,0,0,0,0,5,5,6,7,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1537628,0,8,0,5,8,10,1,4,7,9,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","Yes" +1978165,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1340869,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1946740,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1975707,8,8,0,0,6,7,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3169234,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2852382,8,4,0,0,0,0,0,0,0,2,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1619297,246,8,19,72,216,396,46,176,379,587,50,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1544782,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1867702,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2249637,130,2,0,0,0,0,6,11,26,39,4,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +2103620,3838,8,96,0,576,2016,496,2008,4724,7220,812,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +2892711,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.27,0.28,0,"Yes","No","No","Yes","No","No" +2240434,117,9,44,114,231,348,35,123,256,373,49,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1409193,5133,8,134,0,0,0,150,630,1496,2717,250,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3163204,0,8,0,300,300,300,0,0,0,0,0,"No",0,0,0.13,0,"Yes","No","No","Yes","No","No" +1503228,8,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3249820,167,0,0,0,0,0,0,2,11,23,1,"No",0,-99,0,0,"Yes","No","No","No","No","No" +3012269,8,8,0,2,2,8,1,8,10,21,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1415675,14,NA,0,0,0,0,0,0,0,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3130692,-5,12,0,21,25,31,9,14,18,21,5,"No",0,0.94,0.88,5,"No","No","No","Yes","No","Yes" +1763222,4,8,0,13,13,13,1,5,13,18,3,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1664996,-2,8,0,20,28,40,3,9,18,26,2,"No",0,0.26,0.34,2,"No","No","No","Yes","No","Yes" +1595992,0,9,0,4,6,8,1,3,3,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1169309,37,8,9,52,88,118,12,32,67,116,14,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +1426247,19,8,0,9,33,54,0,10,19,33,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3111099,0,4,0,9,11,11,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +3180424,1,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2290286,6,8,0,0,0,0,0,0,1,3,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1502376,1187,10,10,0,0,0,14,51,89,138,30,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1873618,6,8,0,0,0,1,0,0,3,5,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1904645,1893,9,0,0,0,0,3,14,28,44,8,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2919754,1049,8,4,0,0,0,53,169,283,434,88,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2938134,7,9,0,0,8,8,3,3,12,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2918079,4,4,6,0,0,0,2,8,12,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1624040,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2304543,74,8,0,0,0,0,1,37,41,47,8,"No",0,-99,0.44,0,"No","No","No","No","No","No" +1122701,3,2,0,2,4,8,0,0,5,8,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +3161103,49,52,0,0,0,0,1,8,39,81,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2892381,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2957917,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1471349,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1964635,828,8,0,0,0,0,8,28,56,69,2,"No",0,0.16,0.14,0,"No","No","No","Yes","No","No" +1322210,16,8,0,448,772,1150,41,243,794,1210,61,"No",36,0.23,0.23,0,"No","No","No","Yes","No","Yes" +2292059,189,8,1,36,160,251,3,36,221,349,67,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1381952,-54,5,88,537,961,1368,353,663,1311,2076,28,"No",0,0.69,0.69,91,"No","No","No","Yes","No","No" +2898159,3,4,4,18,27,39,10,18,29,39,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1316698,0,4,0,11,11,11,0,0,0,0,0,"No",11,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1898458,7,8,0,0,0,0,1,1,2,4,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +1544284,4,2,0,4,10,14,1,7,10,12,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1900351,43,4,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.57,0,"Yes","No","Yes","Yes","No","No" +1370770,33,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2293289,4,2,0,0,0,0,0,4,4,4,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1317545,6,4,0,0,0,0,0,0,2,5,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2074386,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3226360,17,52,0,0,0,0,0,0,2,4,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3051650,74,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1122888,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1925982,62,12,0,13,13,13,0,12,14,14,22,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +1878070,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3006678,8,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2909894,0,8,0,0,0,0,0,0,2,2,6,"No",0,0.87,0.88,0,"Yes","No","No","Yes","No","No" +1306409,781,8,0,0,216,378,60,242,582,889,77,"No",0,0.69,0.59,0,"No","No","No","Yes","No","No" +1412646,23,12,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.57,0,"No","No","Yes","Yes","No","No" +2310751,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2064044,0,8,1,22,32,38,6,15,30,40,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +3266370,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1877945,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1525999,-1,8,0,19,33,40,7,21,37,52,8,"No",0,0.96,0.92,1,"No","No","No","Yes","No","Yes" +2858258,4,12,0,0,0,0,0,0,1,2,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1846444,11,8,0,0,12,18,1,8,19,44,3,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2977433,35,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1673906,56,2,0,0,0,0,1,1,5,10,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1767732,6,2,0,0,0,0,2,2,3,3,0,"No",0,0.53,0.27,0,"Yes","No","No","Yes","No","No" +1746087,5,2,0,0,0,0,0,0,2,2,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +2999574,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"Yes","No","Yes","Yes","No","No" +1806240,55,2,3,9,36,62,10,36,74,90,17,"No",0,0.17,0.17,0,"No","No","No","Yes","No","No" +3225993,0,2,0,5,11,11,0,0,0,0,0,"No",0,0.53,0.53,0,"Yes","No","No","Yes","No","No" +2916181,70,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +1255527,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.72,0,"No","No","No","Yes","No","Yes" +1430561,108,13,0,30,30,30,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1409912,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1702246,26,8,0,20,40,50,0,12,13,21,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +1619066,338,8,0,0,0,0,8,20,57,90,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2126285,126,8,13,190,390,630,45,189,460,652,99,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2084658,27,12,0,0,0,100,6,16,34,40,1,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1614984,495,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2010219,80,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3086178,6,8,0,10,14,18,2,7,10,15,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1589656,16,8,0,0,0,0,0,3,6,10,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2210731,73,4,0,0,0,0,3,3,8,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3264453,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1730131,6,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2235685,1,8,0,24,36,48,1,13,23,45,0,"No",0,0.86,0.9,0,"No","No","No","Yes","No","Yes" +1503978,22,8,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1340445,0,8,0,1,1,1,2,5,7,10,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +1492289,85,9,0,0,0,0,1,1,6,6,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2237463,2015,8,65,0,0,0,57,208,466,744,180,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3094496,19,NA,0,0,0,0,1,1,1,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2115590,146,8,3,200,360,520,56,169,330,493,63,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1337540,312,2,0,0,0,0,0,0,56,56,20,"No",0,0.97,0.8,0,"Yes","No","No","Yes","No","No" +1431686,2,8,0,12,22,36,1,5,18,22,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1585843,11,8,0,21,21,21,2,8,18,27,5,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1701620,100,8,0,0,0,0,2,5,12,20,11,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2275615,3,8,2,9,9,9,0,3,6,9,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1659983,65,2,0,0,21,42,9,23,34,48,0,"No",0,1,0.6,0,"No","No","No","Yes","No","No" +2012365,-7,6,3,7,7,8,7,13,17,17,1,"No",0,0.78,0.78,7,"No","No","No","Yes","No","Yes" +1931398,53,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1902390,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1498356,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","No" +2061199,0,2,0,5,6,6,0,0,0,0,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +1794103,71,8,2,36,82,82,22,44,72,107,24,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +2181756,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","No" +1852640,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2285706,5,3,3,0,0,0,0,5,5,5,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1539695,5,8,0,0,0,0,1,1,1,3,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1948889,5,2,0,6,10,14,3,9,10,12,0,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +1333005,3040,NA,0,0,0,0,14,66,126,201,31,"No",0,-99,-99,0,"No","No","No","No","No","No" +1592037,36,2,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3264536,562,8,0,0,0,0,2,8,8,10,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1841640,153,8,72,220,472,652,93,290,568,808,91,"No",0,0.9,0.95,0,"No","No","Yes","Yes","No","No" +1815530,0,3,0,4,4,4,0,2,4,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2269945,25,2,0,48,96,168,9,29,73,118,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2223298,0,2,0,0,0,0,0,0,2,2,0,"No",0,0.92,0.92,0,"No","No","Yes","Yes","No","No" +1752075,8,2,0,184,272,356,0,0,0,0,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +2907955,199,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2914442,60,12,0,0,0,0,0,0,0,5,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1571118,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1393595,0,8,4,6,6,6,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1946831,5,8,0,0,0,0,0,0,2,3,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +2219085,0,2,0,28,49,49,0,0,0,0,2,"No",14,0.87,0.78,0,"Yes","No","No","Yes","No","Yes" +1322083,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +1726358,5,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1870649,37,2,0,80,80,160,12,51,114,170,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3128150,221,8,0,0,0,200,5,39,125,253,29,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2813761,0,9,0,5,6,6,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3081968,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2921884,11,4,5,2,6,10,2,9,12,18,4,"No",2,0.73,0.78,0,"No","No","No","Yes","No","No" +1486152,17,2,0,0,0,16,0,4,8,16,2,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +1939203,9,8,0,1621,2321,2951,286,855,1503,2283,319,"No",70,0.05,0.12,32,"No","No","No","Yes","No","Yes" +2006993,30,9,0,0,0,0,0,0,2,3,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1722905,3,2,0,0,0,0,1,2,2,3,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1955724,2413,NA,0,0,0,0,6,11,22,30,14,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1973220,1,8,0,0,0,0,0,3,4,5,2,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +2105987,49,2,0,0,0,20,0,23,35,41,0,"No",0,0.84,0.85,0,"Yes","No","No","Yes","No","No" +1605181,0,0,0,58,128,210,1,1,1,1,27,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1585596,5,8,0,50,75,100,6,26,38,52,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1261664,0,8,0,66,95,95,0,0,0,0,13,"No",0,0.87,0.68,0,"Yes","No","Yes","Yes","No","Yes" +3133547,851,8,8,0,0,500,10,27,47,70,21,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1449467,153,2,144,20,20,20,1,2,2,2,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1655511,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1693088,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1210849,5,12,0,16,16,16,1,5,6,11,1,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +3199260,111,8,0,0,0,0,2,12,35,56,3,"No",0,0.62,0.58,0,"No","No","Yes","Yes","No","No" +1129642,6,9,0,1,3,5,0,1,2,2,0,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +1486652,26,9,9,0,0,1,4,10,25,42,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1986714,113,8,1,0,32,32,11,26,53,69,17,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +2074469,114,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1752586,0,4,0,0,9680,17050,0,8,8,8,16,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2314748,8,8,0,0,0,0,0,0,1,9,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2225770,0,9,0,3,4,6,0,2,3,4,8,"No",0,0.98,0.98,0,"No","No","No","No","No","Yes" +1949133,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1460889,75,8,30,40,80,120,30,88,152,272,60,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2001960,3,3,3,0,0,0,2,2,4,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2987219,3,12,0,0,0,0,0,2,2,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2840391,479,8,16,735,1365,2100,268,857,1727,2619,175,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1690979,22,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1276248,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1486674,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2143666,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2818333,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.45,0.43,0,"No","No","No","Yes","No","No" +1287944,109,8,200,600,900,1200,242,692,1124,1389,110,"No",0,0.81,0.66,0,"No","No","No","Yes","No","No" +1921352,6,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1755572,127,8,2,60,144,216,24,77,171,299,24,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1480007,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1565956,0,2,0,54,54,54,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3032934,52,2,0,60,120,180,13,40,68,82,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1576371,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1850345,483,2,3,402,654,864,38,659,827,1080,165,"No",228,0.67,0.59,0,"No","No","No","Yes","No","No" +2953178,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.7,0.73,0,"Yes","No","Yes","Yes","No","No" +1234424,4,14,0,0,0,0,0,0,0,3,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1125139,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2051881,51,9,30,45,85,85,0,12,38,81,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3014240,7,8,0,30,50,70,11,23,39,49,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1637276,14,2,0,0,0,0,0,0,14,16,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1886836,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1314975,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1625275,0,2,0,5,7,10,3,4,7,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1450882,0,9,0,14,25,31,7,10,15,19,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1798588,114,2,0,0,0,0,5,9,10,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2004346,7,4,2,16,36,60,7,27,48,66,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1459212,352,12,0,0,0,0,1,9,14,24,5,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +1666176,0,12,0,5,8,11,0,4,5,5,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2287356,0,2,0,6,7,8,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1178601,8,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2238031,4,8,0,0,0,0,0,0,3,6,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1635546,92,4,0,0,0,0,4,32,35,48,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2044665,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1141726,1,8,0,0,0,0,0,0,2,2,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2968213,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1334048,9,4,0,0,0,0,0,0,2,2,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1952123,4,8,0,1,2,5,0,2,5,11,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2231143,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1625632,388,4,214,373,763,1063,118,369,736,1109,72,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2192787,3,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1392005,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3157393,99,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2106159,10,8,2,50,85,120,6,25,49,58,6,"No",1,0.41,0.46,0,"Yes","No","No","Yes","No","Yes" +2286339,38,12,0,0,33,55,2,42,78,100,9,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1596216,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1656024,4,2,2,0,0,2,3,5,5,5,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2980788,160,9,61,70,185,280,32,91,161,250,22,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1726211,6,4,0,0,0,0,0,1,1,2,0,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +1417427,126,8,6,480,480,480,16,77,184,281,30,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1793971,4,8,0,0,0,1,0,0,2,4,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1634058,25,NA,0,0,0,0,2,3,7,9,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1169328,7,8,2,2,6,8,0,2,2,8,0,"No",0,0.71,0.72,0,"No","No","No","Yes","No","No" +1541175,11,2,0,0,0,0,3,3,3,3,0,"No",0,0.32,0.27,0,"Yes","No","No","Yes","No","No" +1452620,10,8,4,72,120,144,9,44,90,155,5,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1430333,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1592142,0,2,0,8,14,14,0,0,0,0,1,"No",0,0.77,0.87,0,"Yes","No","No","Yes","No","No" +2212602,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1610326,28,2,0,36,72,108,19,38,71,73,3,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +1796611,28,8,4,5,13,21,4,9,23,35,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1472423,9,8,2,84,180,266,22,67,124,177,0,"No",6,0.71,0.75,0,"No","No","Yes","Yes","No","Yes" +1586522,0,2,3,9,9,9,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3034372,105,8,0,0,0,0,3,11,15,22,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1991651,55,2,0,10,25,45,45,45,72,159,12,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2029772,-40,8,0,536,860,1238,74,405,573,757,67,"No",0,0.97,0.94,42,"No","No","No","Yes","No","Yes" +1213113,0,12,1,11,11,11,0,5,10,10,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1554431,0,8,0,3,5,6,2,3,5,6,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1606205,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +2183766,232,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1239415,73,2,20,61,161,202,53,135,261,398,45,"No",0,0.53,0.65,0,"No","No","No","Yes","No","No" +3229981,5,12,0,29,59,123,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3019287,9,8,0,0,0,0,0,1,1,2,1,"No",0,0.94,0.96,0,"No","No","Yes","Yes","No","No" +1468034,10,4,0,0,0,0,0,0,3,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2090798,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1963758,48,12,0,0,0,0,4,9,9,9,2,"No",0,0.22,0.26,0,"No","No","No","Yes","No","No" +2139048,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1702333,46,2,0,0,0,0,60,98,108,117,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1553219,14,NA,0,0,0,0,2,6,8,11,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1157770,175,8,31,158,328,507,51,185,350,522,72,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2099491,6,8,0,0,0,3,1,3,4,6,0,"No",0,0.42,0.32,0,"No","No","No","Yes","No","No" +1239287,10,2,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1798618,107,2,16,144,272,368,65,167,279,381,68,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2872659,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2277078,5,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"Yes","No","No","Yes","No","No" +2922447,13,10,0,0,0,0,0,1,2,3,3,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +1279174,7,9,0,0,0,0,0,1,1,2,1,"No",0,0.67,0.8,0,"No","No","No","Yes","No","No" +2101984,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1351359,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +2190422,87,13,0,0,0,0,3,11,19,26,6,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1144260,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","Yes" +1836946,40,4,0,0,0,0,0,0,10,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2187462,7,8,13,21,53,77,8,19,42,43,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1381080,1,8,3,300,300,300,10,36,81,113,21,"No",0,0.97,0.96,1,"No","No","No","Yes","No","Yes" +1989566,5,4,4,8,14,18,0,6,8,13,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1354046,3,8,0,0,0,0,0,0,0,2,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2070460,7,8,0,64,96,128,11,34,70,92,4,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1449603,4,8,0,35,65,95,11,30,43,71,9,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2056625,11,8,0,7,14,21,1,13,22,37,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +2098980,91,9,0,36,108,180,20,77,135,213,30,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1658448,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1203272,0,8,0,4,6,8,1,4,6,8,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1336970,44,8,0,0,0,0,0,6,12,17,8,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1567861,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1308860,35,8,0,0,0,48,1,14,29,48,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1795411,0,8,0,3,4,6,0,0,3,7,2,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +1335218,2,8,0,17,17,17,7,16,22,41,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1142196,47,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2079172,2468,8,0,0,0,0,12,36,64,64,30,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1936375,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2096598,36,2,0,60,90,150,17,40,60,69,0,"No",0,0.64,0.52,0,"Yes","No","No","Yes","No","No" +3264730,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.79,0,"No","No","Yes","Yes","No","No" +1333164,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +3183845,50,2,0,0,0,0,2,5,6,9,2,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2104648,10,12,0,0,4,8,1,5,17,22,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1113859,105,8,57,300,575,850,83,257,494,724,122,"No",0,0.7,0.61,0,"No","No","No","Yes","No","No" +1759673,2,12,0,0,0,0,1,1,1,2,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1119085,-372,5,5,2416,3766,4866,545,1302,2190,3447,250,"No",100,0.69,0.68,412,"No","No","No","Yes","No","Yes" +2028299,1,9,0,5,8,11,5,11,15,18,6,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1638951,167,8,0,80,220,370,37,95,160,233,18,"No",0,0.12,0.07,0,"No","No","No","Yes","No","No" +1576803,3,3,0,0,16,16,1,1,6,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2206406,293,8,212,960,1944,3060,285,1089,2101,2928,314,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +3037458,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1928554,3,8,0,0,1,2,0,1,2,5,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +3204528,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2273242,0,6,0,1,1,2,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2149943,1227,12,118,1518,1518,2530,363,1079,2081,3150,295,"No",506,0.92,0.89,0,"No","No","Yes","Yes","No","No" +1749229,157,12,0,0,0,0,2,3,6,13,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +1146778,34,2,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1122282,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2225269,6,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1475804,997,8,0,0,0,0,66,202,481,698,116,"No",0,0,0,0,"No","No","No","Yes","No","No" +3228995,18,8,0,0,20,40,1,12,23,42,2,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1411318,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1510559,13,2,0,0,0,3,9,16,26,38,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2830940,12,8,2,12,24,39,6,13,30,47,4,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1200523,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3190513,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1171306,0,2,0,5,7,8,0,1,1,1,0,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","Yes" +2921439,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1585848,280,9,0,0,0,0,0,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1152716,22,8,1,0,0,0,3,13,36,53,49,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +2948075,43220,2,3072,60480,108864,157248,12688,38680,76248,112764,11730,"No",0,0.82,0.54,0,"No","No","No","Yes","No","No" +3015741,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1143464,182,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1258546,24,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1905584,3,8,0,20,20,20,2,5,7,15,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +1211754,25,2,0,0,0,0,0,0,0,2,0,"No",0,0.33,0.29,0,"No","No","No","Yes","No","No" +3115574,17,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1133898,66,12,0,0,0,0,3,9,31,49,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +3155458,288,10,26,0,0,0,27,96,247,459,29,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +2842219,5,12,0,0,9,9,0,3,7,7,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1294068,698,4,0,0,0,0,2,3,3,4,1,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1693659,110,4,0,0,0,0,6,33,75,139,2,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2912086,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","Yes" +3251319,19,8,0,0,0,0,1,2,16,25,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2268510,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +1326646,2,8,1,0,2,3,0,1,2,3,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +2249996,94,2,101,320,580,880,63,281,298,301,87,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +3247271,68,8,10,40,120,160,12,52,87,137,25,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1335087,4975,52,0,0,0,0,0,0,5,5,0,"No",0,0.64,0.8,0,"Yes","No","No","No","No","No" +1649125,4,NA,0,0,0,0,0,0,0,0,8,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2031861,485,2,0,0,0,0,0,0,0,5,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1218949,7,NA,0,0,0,0,0,0,0,0,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1181881,0,3,0,12,15,18,0,0,0,0,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3212298,2466,8,162,1468,2877,4286,489,1600,3235,4872,453,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1312090,20,0,0,136,272,406,18,101,213,343,36,"No",0,0,0,0,"No","No","No","No","No","Yes" +1348085,44,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1432288,11,9,0,11,11,11,1,3,9,14,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1356093,0,8,24,0,0,0,4,15,21,27,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +2215457,15,8,0,225,325,400,34,121,255,413,44,"No",25,0.02,0.12,1,"No","No","Yes","Yes","No","Yes" +1516963,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1221067,95,2,57,152,304,456,52,160,265,376,53,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1745452,324,8,0,0,0,0,24,69,178,296,23,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2047826,662,8,163,1469,2729,3989,547,1512,3033,4635,196,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1669738,8,52,0,20,20,20,1,1,2,6,2,"No",0,0.62,0.62,0,"Yes","No","Yes","No","No","No" +3270728,22,8,0,0,0,0,0,1,1,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2969970,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3254031,48,4,0,0,50,100,12,39,71,110,14,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2228741,5,3,0,0,0,0,0,2,4,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1928556,65,12,0,0,0,0,0,2,2,2,1,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +2313644,40,8,10,0,0,0,3,18,36,48,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1788959,21,52,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1420240,131,2,0,0,0,0,0,4,8,16,0,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +2111250,319,8,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +2041734,492,2,127,625,1250,2033,197,669,1493,2149,182,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3188038,1,8,0,1,1,2,0,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1636330,25,8,0,254,347,409,27,104,191,349,50,"No",4,0,0,1,"No","No","No","Yes","No","Yes" +2965479,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2879872,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1973245,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +1189838,554,8,12,240,480,720,103,349,814,1158,127,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1555775,25,8,0,0,0,0,0,0,2,5,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1787128,6,8,0,0,0,0,2,2,4,4,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2259313,0,2,0,7,11,16,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","Yes" +2090102,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"Yes","No","No","No","No","No" +3263687,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3118140,273,8,0,0,0,0,0,0,0,8,1,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +2942855,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"Yes","No","No","Yes","No","No" +3146281,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +3231470,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3055394,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1579086,0,8,0,70,100,100,0,0,0,0,13,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","Yes" +2064940,2,2,0,3,4,4,1,3,3,3,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","Yes" +3220096,2,8,0,7,9,9,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1231062,4,4,2,1,3,4,0,4,6,8,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1829224,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1368198,0,2,0,13,13,13,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2103961,160,8,0,0,0,0,7,24,47,50,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3035090,16,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +3141105,7,8,0,0,0,0,0,0,4,5,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1811249,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.51,0.3,0,"No","No","No","Yes","No","No" +2242798,1,NA,0,0,0,0,0,2,2,2,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1597810,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1375384,2,2,0,8,16,24,4,12,23,33,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2949056,5,8,0,12,30,48,8,19,28,37,5,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1880952,455,2,0,0,0,0,0,20,20,30,0,"No",0,0.59,0.78,0,"No","No","Yes","Yes","No","No" +1362097,8,2,10,88,168,248,26,94,129,168,9,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +3059950,38,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +2981350,23,2,0,9,18,27,5,12,26,39,4,"No",0,0.7,0.72,0,"No","No","No","Yes","No","No" +2157911,101,8,0,0,0,0,2,2,2,3,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1893409,46,10,13,30,66,108,13,39,71,102,31,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1611348,751,52,4,0,0,0,13,42,82,139,19,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +2176124,4,12,0,0,6,6,3,8,12,14,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1163374,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.78,0,"Yes","No","No","Yes","No","No" +1350794,16,2,0,0,0,0,9,11,13,13,0,"No",0,0.26,0.32,0,"Yes","No","No","Yes","No","Yes" +3238454,814,4,606,348,648,828,285,930,2137,3381,375,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2270119,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3004616,190,8,10,288,288,288,28,96,226,336,31,"No",0,0.62,0.56,0,"No","No","Yes","Yes","No","No" +2156538,0,8,0,5,8,11,3,5,8,9,0,"No",1,0.78,0.76,0,"No","No","No","Yes","No","Yes" +1939166,10,4,0,15,29,57,0,7,19,32,0,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +3270755,121,2,8,55,110,165,21,70,125,189,39,"No",0,0.97,0.46,0,"No","No","Yes","Yes","No","No" +1785887,2,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1839497,246,8,225,0,0,0,0,0,0,0,12,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1878287,1010,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3180414,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1434452,38,8,0,12,24,24,10,17,30,44,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3251431,9,2,0,0,0,0,0,0,0,14,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3117112,12,9,0,0,0,0,0,4,6,6,4,"No",0,0,0,0,"No","No","No","Yes","No","No" +3251458,15,8,0,0,18,18,4,9,20,38,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2252789,14,12,0,0,0,0,0,1,1,1,0,"No",0,0.07,0.22,0,"No","No","No","Yes","No","No" +2049584,-5,52,0,0,0,0,4,11,16,26,1,"No",0,0.87,0.88,5,"Yes","No","Yes","No","No","Yes" +2969981,21,8,0,0,9,18,4,7,19,30,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1960116,19,2,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1915893,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1718826,927,NA,0,0,0,0,3,16,29,34,19,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2919633,363,2,0,0,0,0,0,1,2,5,0,"No",0,0.83,0.69,0,"No","No","Yes","Yes","No","No" +1972908,5,12,0,0,0,0,0,0,1,2,0,"No",0,0.89,0.88,0,"Yes","No","Yes","Yes","No","No" +3017206,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1287094,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.48,0.53,0,"Yes","No","Yes","Yes","No","Yes" +2179976,0,NA,0,0,0,0,0,0,0,0,12,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1314041,104,0,0,1249,1959,2601,220,661,1304,1971,272,"No",0,0,0,2,"No","No","No","No","No","Yes" +2809004,3,2,0,10,10,10,0,0,0,0,0,"No",0,0.83,0.6,0,"Yes","No","No","Yes","No","No" +1530257,52,4,0,0,0,0,11,45,79,133,6,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3090755,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1803558,4995,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +3143746,4,2,0,2,12,16,0,4,10,18,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1922220,240,2,0,160,320,640,41,144,269,391,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +1551924,2,8,0,30,30,45,5,15,26,50,4,"No",0,0,0.2,0,"No","No","No","Yes","No","Yes" +1754561,25,8,0,9,9,9,2,5,13,20,0,"No",0,0.22,0.22,0,"No","No","No","Yes","No","No" +1481589,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2803368,0,2,0,17,28,34,0,0,0,0,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1273309,3,8,0,10,10,10,0,3,4,5,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1151629,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1488903,603,2,0,0,0,0,6,26,55,91,0,"No",0,0.12,0.38,0,"No","No","No","Yes","No","No" +1283931,2,8,0,5,9,13,1,3,7,12,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +2023116,12,8,0,0,4,8,0,6,6,6,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2810991,52,2,96,0,0,0,1,1,1,2,24,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1768387,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1659514,548,8,44,384,1056,1536,180,626,1669,2485,254,"No",48,0.7,0.7,0,"No","No","No","Yes","No","No" +1895877,0,2,0,8,16,20,6,11,17,23,16,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2182321,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2811255,643,8,292,401,882,1506,212,909,1325,2080,287,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2077243,5,8,0,0,3,6,0,2,5,8,4,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1627559,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1557515,16,8,0,0,0,0,0,3,3,9,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1859666,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2877497,6,8,0,0,1,3,3,3,5,7,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" 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+2145297,0,8,0,2,3,4,0,1,2,3,1,"No",1,0.5,0.46,0,"No","No","No","Yes","No","No" +3261465,429,8,98,64,192,320,51,153,505,702,43,"No",0,0.95,0.95,4,"No","No","Yes","Yes","No","No" +3109191,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1313359,1,2,0,1,1,1,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +3067867,10881,8,0,0,0,0,5,11,41,56,4,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +2301644,15,8,0,0,20,30,3,10,18,21,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +2934573,2829,2,1540,1590,2680,3770,401,1315,2352,3525,494,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1299507,15,NA,0,0,0,0,0,0,3,3,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1471204,8,8,0,288,288,288,1,132,300,373,17,"No",96,0.47,0.61,0,"No","No","No","Yes","No","Yes" +3245438,67,8,0,0,0,0,0,3,7,9,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2181067,191,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2980169,422,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3121075,96,8,0,0,0,0,3,4,4,4,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1818321,9,4,0,0,0,0,0,0,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2141106,19,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1184331,1369,4,0,0,0,0,69,188,292,630,160,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2105586,16,2,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +1413711,31,8,0,0,0,0,0,0,5,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2258334,17,8,0,0,0,0,0,2,3,3,0,"No",0,0.74,0.82,0,"No","No","No","Yes","No","No" +1908926,2,9,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1476911,219,8,0,50,50,50,0,0,0,0,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3091628,22,12,0,0,0,0,0,0,7,7,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1586483,2,3,0,0,0,0,1,1,1,1,2,"No",0,0.81,0.79,0,"No","No","No","Yes","No","Yes" +2223260,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2082049,84,NA,0,0,0,0,0,0,2,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1417783,27,52,0,0,0,0,2,12,18,25,0,"No",0,0.95,0.86,0,"Yes","No","No","Yes","No","No" +1646826,7,2,0,0,10,18,0,7,20,30,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2963450,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.67,0,"Yes","No","Yes","Yes","No","No" +2159139,9,12,0,16,16,16,2,8,15,23,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1694383,10,8,0,169,169,169,1,3,8,13,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1566807,-35,8,0,599,599,739,171,333,1067,11362,70,"No",0,0.29,0.34,38,"No","No","Yes","Yes","No","Yes" +1698321,11,8,0,0,0,0,0,1,2,2,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1341816,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.69,0,"Yes","No","No","Yes","No","No" +3130162,53,NA,0,0,0,0,3,7,11,16,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2099723,0,8,0,0,0,0,0,4,5,8,2,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +2273964,3,2,6,12,24,36,3,13,21,33,2,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +1314202,33,8,4,4,12,24,8,19,42,77,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1423388,4,0,0,0,0,8,0,5,11,12,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1825316,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2078863,20,8,0,0,0,0,2,16,26,35,3,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2004357,8,8,12,24,52,72,7,20,46,61,2,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2181677,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","No" +2057948,6,8,0,0,1,2,2,2,7,10,0,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +1275414,423,2,119,708,1408,2108,231,722,1350,1968,275,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2050462,2,2,0,0,2,3,0,0,2,3,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3019133,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2131638,8380,8,0,0,0,0,100,328,1006,1279,11,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1333604,87,2,13,180,380,600,68,185,346,530,66,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +2205680,23,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2232205,9,2,0,0,0,1,0,3,4,7,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +3002650,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.32,0,"No","No","No","Yes","No","No" +1181527,7,8,0,11,22,33,2,11,18,28,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1250837,-1,NA,0,0,0,0,2,15,30,54,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1721897,18,NA,0,0,0,0,2,10,17,24,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1988970,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2911715,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1474594,79,2,0,0,0,0,0,0,0,3,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2252234,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1275618,9,2,0,12,36,56,7,26,44,68,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +3241617,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1481704,30,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2254170,95,NA,0,0,0,0,0,0,3,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2123830,5773,NA,0,0,0,0,62,199,376,653,64,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2918328,314,8,50,440,820,1340,161,780,1207,1463,173,"No",0,0.36,0.44,0,"Yes","No","No","Yes","No","No" +2153593,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +2892005,17,4,0,0,0,0,2,4,14,21,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2835656,269,8,109,0,180,372,37,137,362,520,42,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2879076,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2928944,763,4,51,2100,2100,2100,224,611,1272,1922,192,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1987399,11,4,0,0,0,0,1,2,3,3,1,"No",0,0.35,0.54,0,"Yes","No","No","Yes","No","No" +3268289,6,8,0,0,4,12,0,2,5,11,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1589368,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1487381,38,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1698749,6,2,0,0,0,0,0,1,3,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2982249,4,2,4,0,0,0,0,2,3,8,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1856803,8,8,1,0,2,4,0,1,3,8,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +2853343,4875,52,0,0,0,0,0,0,5,5,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1390849,59,9,9,9,21,33,9,20,44,88,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3084402,9,4,0,0,0,0,3,5,9,9,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1403279,39,8,0,0,0,0,0,1,10,10,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +2079625,5,2,5,20,40,60,8,23,50,76,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1664017,199,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1981695,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3142478,23,2,0,0,0,0,0,7,8,14,13,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1828683,20,8,21,90,155,209,61,124,194,308,16,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1555109,255,8,0,0,0,0,3,10,19,30,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1502562,111,NA,80,0,0,0,22,69,142,241,38,"No",0,-99,-99,0,"No","No","No","No","No","No" +2982643,147,9,0,0,0,0,1,2,4,9,2,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1819071,180,8,21,321,729,1239,85,397,1043,1515,75,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2272655,35,12,0,0,0,0,2,4,7,13,3,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1188715,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1365545,22,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1411145,8004,2,0,0,0,0,0,0,16,18,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2059990,10,12,0,62,109,154,16,48,103,151,12,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1682688,0,2,0,61,81,81,0,1,2,2,13,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1716898,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1634077,7,NA,0,0,0,0,0,1,4,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2874163,64,12,0,32,71,117,4,45,83,124,52,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1262872,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1175197,0,8,0,12,12,12,0,0,0,0,12,"No",0,0.81,0.88,0,"No","No","Yes","Yes","No","Yes" +2938076,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","Yes","Yes","No","No" +1120825,76,2,21,36,86,146,14,59,118,166,24,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1380246,1,8,0,4,7,10,3,5,8,10,2,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","Yes" +2922485,17,52,0,0,0,0,0,1,1,2,1,"No",0,0.5,0.84,0,"Yes","No","No","Yes","No","No" +1820575,438,8,34,0,0,350,55,128,235,406,98,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2283725,1,9,0,0,0,0,0,0,0,2,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2017233,17,8,0,63,138,214,14,52,74,79,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1202821,6,4,0,0,0,0,11,27,44,63,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3078337,438,8,826,378,924,1109,136,1271,1669,2395,329,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +2244859,4,2,0,3,4,4,0,3,5,7,0,"No",0,0.15,0.17,0,"Yes","No","Yes","No","No","Yes" +1791712,334,9,130,43,215,344,38,161,348,600,81,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" 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+2193726,57,9,0,0,0,0,0,0,0,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1414279,-23,8,7,112,190,271,21,81,120,156,27,"No",9,0.46,0.45,23,"No","No","No","Yes","No","No" +2965507,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +3180531,23,14,0,0,0,0,1,1,4,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1679887,5,2,0,20,44,64,6,27,48,69,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +3114709,1,8,0,1,3,4,0,1,3,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1746469,0,2,0,9,9,9,0,0,0,0,0,"No",0,0.79,0.57,0,"Yes","No","Yes","Yes","No","No" +1927790,4,12,0,24,40,57,10,20,34,56,1,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +3021887,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1783016,69,8,0,0,0,0,30,51,51,51,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1934422,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3229758,40,8,21,20,36,60,7,26,56,85,7,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1603835,13,8,4,8,20,36,2,13,32,46,2,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1781591,939,NA,0,0,0,0,0,0,1,1,5,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2967815,84,8,0,14,49,70,7,29,68,107,22,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2177391,435,12,0,0,0,0,15,20,25,31,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1477215,50,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2946087,274,8,2,0,0,254,26,84,147,224,72,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2313830,4,2,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2891005,48,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1979004,32,8,0,0,0,0,5,18,38,59,3,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3048827,0,2,0,81,81,81,0,0,0,0,12,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2051602,8,2,0,0,0,0,1,2,4,8,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1178212,96,9,0,0,0,0,0,0,1,1,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2278528,4,4,4,0,2,3,2,4,14,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1857341,116,8,39,414,738,1026,106,391,652,878,117,"No",54,0.43,0.46,0,"No","No","Yes","Yes","No","Yes" +1261247,9,9,0,0,0,0,0,0,0,1,2,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1828241,64,2,1,56,112,175,20,60,110,166,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1952131,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1613896,352,NA,0,0,0,0,2,2,10,20,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3012035,153,8,0,0,0,0,11,33,69,105,24,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1673902,0,8,0,4,8,8,0,2,4,4,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","Yes" +1254490,428,NA,7,0,0,0,7,36,80,136,27,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2227814,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.74,0,"No","No","No","Yes","No","No" +1538559,9,2,0,0,0,0,0,1,1,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2061794,12,8,32,160,290,423,62,169,307,431,35,"No",0,0.68,0.69,2,"No","No","No","Yes","No","Yes" +2992821,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1614910,998,4,148,623,1241,1653,286,836,1820,2700,113,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1353300,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +2903890,15,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3251364,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2245376,115,8,0,102,209,313,18,107,232,322,30,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1334230,0,8,0,32,32,32,0,0,0,0,1,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +1658349,189,8,36,168,336,462,60,195,410,643,96,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1783213,5,0,0,169,189,189,6,16,26,42,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +2198607,0,4,0,8,8,8,0,0,0,0,2,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1804391,26,2,0,68,119,187,10,32,48,55,0,"No",0,0.9,0.86,0,"Yes","No","No","Yes","No","No" +1957493,202,12,3,24,69,108,7,42,98,172,24,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2188434,321,4,0,160,210,235,4,21,48,76,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2305849,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1984736,170,9,0,0,0,0,0,0,1,1,6,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1343443,507,8,17,0,174,348,60,268,567,796,93,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1658731,0,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1485118,267,4,0,0,0,0,0,0,12,14,14,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1437300,1,8,0,27,40,51,8,24,44,62,2,"No",0,0.78,0.49,0,"No","No","No","Yes","No","Yes" +2236678,43,2,0,0,0,0,0,3,22,22,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +3254886,4307,8,0,0,0,0,4,8,8,12,1,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +2304333,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1778867,60,8,0,0,0,0,7,17,32,57,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2921516,14,8,0,0,0,0,1,1,4,10,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1632443,96,8,20,425,735,1010,205,427,535,769,131,"No",0,0.91,0.93,6,"No","No","No","Yes","No","Yes" +1494923,1,9,0,2,4,5,2,4,6,8,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2023036,2,2,0,0,1,2,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3223652,321,16,32,0,0,504,44,124,244,369,32,"No",0,0.92,0.94,1,"No","No","No","Yes","No","No" +1495336,58,8,0,0,0,0,1,4,13,18,0,"No",0,0.72,0.81,0,"No","No","No","Yes","No","No" +3202201,783,8,173,333,666,1332,120,539,1188,1664,175,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1577810,34,8,0,0,0,0,3,15,39,53,2,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2012592,14,8,1,15,30,30,6,17,26,41,6,"No",15,0.94,0.97,0,"No","No","No","Yes","No","No" +1532054,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1902781,87,9,0,34,79,133,18,46,103,148,12,"No",0,0.86,0.84,1,"No","No","No","Yes","No","Yes" +2042208,488,2,0,0,0,0,17,35,70,108,15,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1455569,16,8,1,36,36,36,2,12,25,30,4,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +1773956,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3111676,28,8,0,0,0,0,2,2,3,6,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2172299,1,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1196871,6,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3008700,65,2,0,18,48,78,4,7,24,33,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2846564,35,8,0,0,0,0,1,8,22,29,0,"No",0,0.77,0.76,0,"No","No","No","Yes","No","No" +1979689,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1502993,52,52,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.68,0,"Yes","No","No","No","No","No" +3168207,0,8,0,7,14,14,6,8,15,19,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1538177,2,9,0,0,0,0,0,1,1,7,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +2972456,167,8,8,162,162,324,30,81,153,286,49,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1759106,3,2,1,8,12,20,6,15,20,32,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2133452,7,9,0,0,1,3,1,2,3,7,4,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1278557,58,9,0,13,13,13,2,9,31,50,7,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2081703,138,2,0,0,0,0,1,5,8,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1692500,15,2,0,0,0,0,0,0,1,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1203953,367,12,1,0,0,0,21,90,169,286,52,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1136385,27,2,0,0,0,14,6,14,23,27,1,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +2111329,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +2972242,3,12,0,2,2,4,0,2,4,6,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1165372,1,8,0,160,160,160,5,16,35,51,0,"No",0,0.94,0.79,0,"No","No","Yes","Yes","No","Yes" +1405445,9,9,0,14,26,38,8,12,25,43,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1493873,4,17,0,19,31,31,2,4,10,21,1,"No",2,0.05,0.41,0,"No","No","No","Yes","No","Yes" +1727229,3,8,0,54,102,150,20,36,64,117,13,"No",0,0.5,0.74,0,"No","No","No","Yes","No","Yes" +1204065,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1638010,65,0,1,0,0,0,9,19,34,57,3,"No",0,0,0,0,"No","No","No","No","No","No" +2075820,16,4,0,0,14,21,4,10,20,29,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +1113602,12,12,0,0,0,0,2,6,10,13,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +2142613,802,9,110,80,240,480,96,256,574,937,120,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1718922,12,8,0,8,20,30,10,20,42,70,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3028533,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2111819,77,2,0,0,0,0,0,0,0,41,4,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +3211100,157,4,0,0,0,0,1,2,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2041424,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1736963,7,2,0,10,10,10,5,5,6,6,1,"No",0,0.84,0.88,0,"Yes","No","No","Yes","No","No" +1818903,42,12,0,0,0,0,1,2,2,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1518605,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2264517,2,2,0,4,12,16,4,6,11,18,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1524922,82,NA,0,0,0,0,0,3,5,9,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1525687,9,2,0,48,48,48,0,0,0,2,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2185425,9,2,0,10,10,20,2,5,16,20,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3222654,218,9,56,71,196,296,32,115,251,419,169,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1741526,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1381595,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1796373,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1270436,36,4,0,0,0,0,0,2,6,7,0,"No",0,0.91,0.92,0,"No","No","Yes","Yes","No","No" +3019274,47,NA,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3096744,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2082596,25,2,0,0,0,0,1,5,9,9,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1851245,2,8,0,0,0,0,3,7,10,12,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +1606007,1,8,0,9,14,19,3,7,8,14,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3262661,21,2,0,12,36,60,2,18,41,50,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2180857,87,8,0,0,0,0,2,2,6,12,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1401019,12,8,0,0,0,0,0,2,9,11,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1222363,6,4,1,2,5,5,0,1,1,1,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1155705,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2261269,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1509552,0,12,0,5,8,10,3,5,6,8,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +1175188,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1175340,0,2,0,6,14,20,10,15,28,37,0,"No",0,0,0.71,0,"No","No","No","Yes","No","Yes" +1229620,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1960106,11,13,0,0,0,0,0,0,0,1,2,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1392085,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2296537,27,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3114527,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1888805,4,2,0,5,10,20,4,9,19,24,0,"No",0,0.99,0.92,0,"No","No","Yes","Yes","No","Yes" +1720990,71,8,2,150,200,250,33,89,180,273,40,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2110063,1,8,0,39,60,60,4,18,28,46,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2047710,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1230973,230,9,0,0,100,100,35,157,294,493,16,"No",0,0.91,0.74,0,"No","No","No","Yes","No","Yes" +1316189,95,12,3,72,126,186,18,59,113,197,48,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1520716,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3183819,203,4,0,0,0,0,4,23,64,76,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1726899,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1118971,20,8,0,0,0,0,1,1,1,1,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1380569,2,8,0,2,5,7,1,4,5,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1505255,6,9,0,0,0,0,0,0,2,6,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2197236,11,2,0,10,20,30,0,2,9,11,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","Yes" +1622619,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1583307,237,8,0,0,0,0,4,16,31,48,4,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1623781,0,2,0,11,17,19,0,0,0,0,0,"No",0,0.5,0.32,0,"No","No","No","Yes","No","Yes" +2235608,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2133064,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1763732,101,8,0,0,0,0,2,2,2,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2093088,18,8,0,6,18,30,1,9,15,31,4,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1182584,28,4,0,0,0,0,0,0,1,1,1,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1817605,686,2,460,1924,3778,5794,740,2058,3773,5304,490,"No",76,0.65,0.67,0,"No","No","No","Yes","No","No" +1133603,2,8,0,6,9,12,17,24,36,59,10,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +3064087,28,8,0,0,0,0,0,0,1,1,1,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +1514773,7,8,0,13,13,23,3,10,21,31,2,"No",0,0.79,0.66,0,"Yes","No","No","No","No","No" +1371976,0,2,0,13,18,28,0,0,1,1,0,"No",3,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +2128258,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1120320,1,2,1,3,6,8,1,2,2,2,0,"No",0,0.82,0.87,0,"No","No","Yes","Yes","No","Yes" +3001952,2,8,0,0,0,0,0,1,2,3,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2084803,228,8,0,48,204,324,44,136,469,593,31,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1436820,22,8,0,0,0,0,0,0,0,0,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2148084,0,2,0,7,9,9,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1283089,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.8,0,"Yes","No","Yes","Yes","No","No" +2817905,0,8,0,21,41,65,5,19,36,46,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3133248,1602,2,279,2400,3600,4800,421,1150,2490,3989,461,"No",0,0.97,0.89,1,"No","No","No","Yes","No","No" +2914914,0,8,0,9,11,13,4,5,6,8,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1276637,3,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +2019487,0,4,0,9,10,10,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2002106,0,4,0,7,9,13,7,11,14,18,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1635876,49,8,0,0,0,0,0,1,1,1,1,"No",0,0.25,0.36,0,"No","No","Yes","Yes","No","No" +1740671,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1303376,9,8,0,0,0,0,2,4,8,19,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1535225,8,4,0,0,0,0,3,8,16,21,1,"No",0,0.43,0.7,0,"No","No","No","Yes","No","Yes" +1793824,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1424462,4,4,0,2,4,4,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2867290,30,52,0,0,0,0,0,1,8,10,0,"No",0,0.77,0.71,0,"Yes","No","No","Yes","No","No" +2303150,127,2,0,60,120,180,14,17,17,17,27,"No",0,1,1,0,"No","No","No","Yes","No","No" +1118385,5,8,0,25,50,75,8,26,39,55,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2932813,4,8,0,0,0,0,0,0,2,2,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1215774,5,2,0,0,0,0,0,2,12,16,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","Yes" +1508509,526,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1431944,26,8,0,8,24,32,8,19,37,59,2,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1756431,71,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2293250,0,12,0,5,7,7,0,0,1,1,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +3010088,250,8,272,360,640,980,113,510,1046,1568,170,"No",0,0.99,0.98,1,"No","No","No","Yes","No","No" +2060364,4,8,0,7,13,19,2,5,11,18,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +2215228,9,8,0,2,8,14,2,4,11,23,8,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +2865952,63,12,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +2831556,0,NA,2,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1942554,309,4,261,600,1300,2100,205,932,1662,2355,46,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1214269,3,2,0,0,0,0,1,2,3,3,0,"No",0,0.7,0.64,0,"Yes","No","No","Yes","No","No" +1425058,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +3268372,109,9,0,0,0,0,5,14,16,20,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1577409,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +3268617,26,12,0,0,0,0,0,1,3,4,0,"No",0,0.86,0.93,0,"No","No","Yes","Yes","No","No" +1786643,7,NA,0,0,4,6,0,2,3,5,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2210579,14,8,0,0,0,0,0,0,0,2,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1442792,2,2,0,2,2,2,0,0,1,2,1,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +2982060,7,0,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +1453799,9,2,0,32,48,64,5,19,32,41,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2183595,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.84,0,"No","No","No","Yes","No","No" +1913308,3,8,0,0,0,0,0,0,3,5,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3026126,0,8,0,12,18,24,6,10,20,23,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1616911,0,10,0,2,3,3,1,3,3,3,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +1228393,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.87,0,"No","No","No","Yes","No","No" +1259987,60,2,1,0,8,32,8,19,38,61,9,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1771434,6,9,100,0,0,0,2,21,36,58,13,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2814940,7,8,0,16,24,32,4,10,21,34,3,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2147845,134,8,3869,4514,10244,14930,1810,6359,12962,20706,1322,"No",0,0,0,87,"No","No","No","Yes","No","No" +2267437,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1528904,2,8,0,0,1,2,1,1,3,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1462008,2,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3168216,320,8,57,270,558,846,104,338,685,1081,158,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3056520,2150,4,0,0,0,0,8,18,30,36,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1163193,0,2,0,130,130,130,0,1,1,1,0,"No",0,0.99,0.84,0,"Yes","No","No","No","No","Yes" +1607938,26,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +2195122,223,2,198,720,1080,1290,155,570,791,1337,169,"No",0,0.71,0.74,0,"No","No","No","Yes","No","No" +2924461,255,52,0,0,0,0,3,10,16,24,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2310024,0,8,0,269,420,594,0,0,0,0,42,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1946127,2401,8,0,0,0,0,8,16,38,76,5,"No",0,0.85,0.95,0,"No","No","Yes","Yes","No","No" +1310581,76,8,8,144,240,288,35,95,158,301,41,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1732118,33,8,8,48,90,120,12,45,72,102,13,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1592702,2373,2,113,228,2359,6939,395,2183,7474,9077,312,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2308853,52,8,0,10,10,20,0,5,10,17,0,"No",0,0.57,0.42,0,"No","No","Yes","Yes","No","No" +3163071,13,2,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3242253,108,8,40,32,64,96,12,51,109,188,82,"No",0,1,1,0,"No","No","No","Yes","No","No" +2240035,10,2,0,0,0,0,0,0,0,2,1,"No",0,0.57,0.61,0,"Yes","No","No","Yes","No","No" +3257982,37,2,0,0,0,0,4,6,8,13,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1445556,1,8,0,26,50,66,6,14,29,36,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +3240749,0,8,0,33,48,58,6,17,29,51,0,"No",4,0.79,0.87,0,"No","No","No","Yes","No","Yes" +3049821,10,12,0,0,0,0,0,3,3,3,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2161845,298,8,39,144,316,452,42,198,447,697,86,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1449670,112,52,0,0,0,0,2,8,18,28,9,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +1172507,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2927093,303,2,111,300,500,800,93,262,524,882,89,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1404705,7,8,0,0,0,2,0,1,1,1,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2225340,10,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1399912,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2926967,63,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1765852,5,15,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2167837,1,9,0,0,1,1,0,0,1,1,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2916353,85,4,0,0,0,0,30,72,174,267,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1559349,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2832084,73,12,0,72,162,252,23,93,203,312,21,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +2032265,26,8,0,50,118,186,20,77,129,225,0,"No",0,0.78,0.49,0,"No","No","No","Yes","No","No" +1222511,18,8,0,0,18,33,3,13,38,62,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1653194,142,12,1,87,202,266,36,103,224,373,50,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1797707,8,9,0,0,0,0,0,2,2,3,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1198749,0,12,0,4,6,8,0,3,4,6,1,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1426186,497,2,20,0,94,282,59,261,804,1626,61,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1475525,0,8,0,22,32,52,11,24,33,47,0,"No",0,0.62,0.6,0,"No","No","No","Yes","No","Yes" +1582126,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1378985,8,2,5,6,9,12,9,21,23,23,2,"No",0,0.99,0.91,0,"Yes","No","Yes","Yes","No","Yes" +2255850,17,2,0,0,0,0,0,1,2,7,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3094844,14,2,0,0,4,12,3,11,26,34,4,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2218426,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1409503,218,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2981351,12,8,0,0,0,0,1,1,1,1,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1923393,17,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1800567,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2907258,4,8,0,2,6,10,0,3,7,8,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1193191,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1950167,11,2,0,44,44,44,0,0,0,0,0,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +1542734,122,2,59,0,120,180,17,50,122,191,21,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1447553,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.69,0,"No","No","No","Yes","No","Yes" +2120590,26,13,0,0,0,9,1,14,23,36,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3067847,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1358558,3,NA,0,0,0,1,0,2,3,4,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2129220,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2243115,271,52,0,0,0,0,6,15,33,45,25,"No",0,0.76,0.84,0,"Yes","No","No","Yes","No","No" +1659075,1286,8,1097,4320,8244,12228,1281,3414,6745,10305,1972,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +1621872,2,13,0,2,3,5,0,2,2,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1169182,3,0,0,0,0,0,0,0,3,5,0,"No",0,0,0,0,"No","No","Yes","No","No","No" +1591237,25,8,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1278495,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2288733,3,8,0,10,10,20,5,6,20,25,1,"No",0,0.9,0.87,0,"No","No","No","Yes","No","Yes" +1630144,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2121687,0,2,527,2496,3968,6912,0,0,0,0,56,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1822904,0,12,0,4,5,7,1,3,4,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1909520,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2089633,97,9,0,47,100,153,7,44,102,160,15,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1444669,2,2,0,0,10,10,1,1,2,2,0,"No",0,0.6,0.49,0,"No","No","No","Yes","No","Yes" +1216293,92,8,6,340,612,884,88,278,518,754,94,"No",0,0.53,0.65,0,"No","No","No","Yes","No","Yes" +2021430,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1614643,859,8,165,510,1245,1980,126,592,1296,2009,336,"No",135,0.7,0.7,0,"No","No","No","Yes","No","No" +2019802,6,2,0,0,0,3,0,2,5,6,1,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +1779912,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1631371,0,2,0,85,85,85,0,0,0,1,1,"No",2,0.68,0.57,0,"No","No","No","Yes","No","Yes" +2279488,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1204843,3,12,0,0,0,1,0,0,2,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1785731,17,2,0,0,0,0,3,5,5,5,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1696312,622,NA,39,0,0,0,211,557,1146,1817,242,"No",0,-99,-99,0,"No","No","No","No","No","No" +2188878,245,16,0,0,0,0,12,29,52,74,8,"No",0,0.77,0.85,0,"No","No","Yes","Yes","No","No" +1119991,0,2,0,32,70,103,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1878349,0,4,25,18,36,54,4,19,27,36,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2125507,0,12,0,5,8,8,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","Yes" +2921616,7,8,0,0,0,0,0,1,2,4,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1927185,20,4,0,10,10,20,3,13,13,29,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1520438,0,2,50,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2095983,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1595805,3,8,0,0,1,2,0,0,2,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1407628,95,8,6,0,0,80,9,29,51,90,13,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3263283,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2263571,4,2,0,9,18,27,4,11,20,26,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2267604,4,2,0,2,3,4,0,0,6,8,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1916317,0,5,0,19,31,34,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1539891,504,6,196,966,1890,2842,353,991,1932,3089,176,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +2836777,0,10,0,10,10,10,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1960984,16,NA,0,0,0,0,0,0,3,4,5,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1318895,9,8,0,0,15,15,3,10,19,24,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","Yes" +1437213,69,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2071292,16,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1651718,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1614094,2,2,0,1,3,5,0,0,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1338200,-1,8,0,12,18,24,1,7,8,10,3,"No",0,0.99,0.98,1,"No","No","No","Yes","No","No" +3196817,-29,8,12,843,1179,1467,156,501,904,1308,217,"No",48,0.53,0.54,32,"No","No","Yes","Yes","No","Yes" +1494118,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +3126331,285,8,14,0,0,0,24,77,142,227,37,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1527379,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2878025,3,8,0,2,4,6,2,3,3,7,2,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1487911,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.74,0,"No","No","No","Yes","No","No" +1164395,306,NA,0,0,0,0,0,30,70,70,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1515121,156,8,5,0,0,0,12,26,65,112,28,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +2873994,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2230360,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1884744,2,8,0,11,21,25,7,18,23,26,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1874014,0,2,0,5,8,8,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1840091,89,8,0,0,0,0,0,0,2,5,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1302023,152,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3257615,21,52,8,25,25,25,0,2,3,4,0,"No",0,1,0.59,0,"Yes","No","No","No","No","No" +2934915,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1335690,114,3,0,0,0,0,1,5,9,14,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +1172026,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1578318,4,8,0,107,170,254,29,113,173,203,60,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1515176,4,2,0,14,26,49,2,13,37,69,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1252089,291,8,29,320,640,960,61,191,461,707,81,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1266510,0,8,0,30,50,60,10,38,54,68,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1542004,62,8,0,0,300,300,10,20,52,78,7,"No",0,0.6,0.63,0,"No","No","No","Yes","No","No" +2828943,708,2,140,1120,2016,3024,664,2077,4234,6158,262,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1801241,5791,NA,21,0,0,0,69,208,397,665,65,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3189164,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.19,0,"No","No","Yes","Yes","No","No" +1417604,0,2,0,12,12,22,2,5,5,5,0,"No",0,0.3,0.16,0,"Yes","No","No","Yes","No","Yes" +3083328,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1481477,23,6,0,80,107,152,13,40,85,121,17,"No",2,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1909728,48,0,0,0,0,0,0,3,6,14,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2250159,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3140421,155,8,4,150,240,420,42,152,331,640,79,"No",0,0.22,0.13,0,"No","No","No","Yes","No","No" +1125608,10,4,80,150,240,330,25,84,131,182,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1876194,0,2,0,13,13,13,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1254444,77,8,32,68,134,211,36,124,243,342,32,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +3145234,53,8,1,0,110,110,5,24,35,51,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2028664,10,2,0,0,0,0,0,1,3,9,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +3214366,1541,8,8,0,0,0,130,281,381,503,249,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2017351,70,8,51,25,49,57,29,102,201,294,25,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +1261017,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","Yes" +2923442,39,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1170123,4,8,2,1,3,7,3,5,8,13,5,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +2206470,157,2,8,0,66,132,22,83,143,229,30,"No",0,0.97,0.93,0,"No","No","Yes","Yes","No","No" +1355915,92,8,1,106,225,344,36,113,215,345,67,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2112980,214,8,52,180,432,708,79,276,593,880,63,"No",0,0.87,0.79,0,"No","No","No","Yes","No","No" +1209514,0,3,0,283,463,477,0,0,1,1,64,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1971914,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +2094306,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +2802993,96,8,0,0,0,0,1,3,6,9,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1705913,21,2,0,0,22,44,6,14,26,37,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +2125551,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.92,0.93,0,"Yes","No","No","Yes","No","No" +1233123,2,8,0,23,35,47,4,10,17,30,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2119718,4,2,0,2,3,3,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","Yes","Yes","No","No" +1863061,0,2,0,13,23,28,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1622525,1817,8,0,0,0,0,0,1,1,2,0,"No",0,0.92,0.92,0,"Yes","No","No","No","No","No" +3195137,281,12,85,110,220,330,74,183,320,490,61,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" 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+2310455,52,8,12,23,46,46,9,31,56,82,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1662462,321,8,13,0,0,0,14,45,99,157,14,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2224555,1906,18,0,0,0,98,0,713,1031,1386,339,"No",0,-99,0.99,0,"No","No","No","Yes","No","No" +1808981,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1937841,5,2,0,0,8,8,0,2,2,2,0,"No",0,0.51,0.47,0,"Yes","No","No","Yes","No","No" +3156246,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2912971,5,8,9,9,19,27,3,11,22,33,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3022973,178,10,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.77,0,"Yes","No","No","No","No","No" +1275966,9,9,0,0,4,6,5,11,13,14,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1643983,23,8,0,10,10,10,2,10,27,39,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +3064091,10,8,0,0,5,10,1,6,13,18,1,"No",0,0.97,0.99,0,"No","No","No","Yes","No","No" +2230390,3,9,0,0,0,0,0,0,0,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1475148,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2873268,2,8,1,0,0,0,0,0,1,1,1,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1173897,1,8,0,1,2,3,1,1,2,2,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1642905,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3036066,36,8,0,0,0,0,3,16,26,41,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1493038,179,12,0,0,0,0,1,10,13,24,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2886329,8320,8,0,0,0,0,1,105,798,1266,83,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","No" +1594280,0,8,0,0,0,0,0,4,4,4,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2209568,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2829828,961,12,0,0,0,0,15,20,27,32,4,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1821376,43,2,0,0,0,0,0,0,0,1,0,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +2224810,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +3138239,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.72,0,"No","No","No","Yes","No","No" +1912969,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2299689,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1693857,53,8,2,4,24,51,10,28,51,73,8,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +3052644,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2141198,41,52,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"Yes","No","Yes","No","No","No" +3089741,2099,12,1650,6080,10040,13560,2538,6543,11660,17872,1262,"No",0,0.94,0.88,6,"No","No","Yes","Yes","No","No" +1268797,45,5,26,52,104,156,16,56,138,196,25,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +1672954,2,8,0,8,12,18,5,7,10,20,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","Yes" +1864615,1055,2,0,0,0,0,35,108,133,133,13,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1258829,11,8,0,0,0,0,0,1,1,2,0,"No",0,0.49,0.45,0,"No","No","No","Yes","No","No" +3137528,39,4,10,44,89,143,9,49,86,146,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3086766,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3130931,4,9,1,0,0,0,0,0,3,4,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1131347,0,8,0,2,4,5,3,4,6,9,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1472640,227,8,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1402747,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1166749,-2,8,48,408,744,996,136,386,636,1036,304,"No",36,0.86,0.88,41,"No","No","No","Yes","No","Yes" +1992369,247,20,15,0,196,196,35,115,242,376,49,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1629036,20,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1562231,8,8,0,0,0,0,0,1,4,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1697962,39,2,0,0,34,68,6,27,70,96,9,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1719023,1,8,0,4,6,8,3,6,6,8,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","Yes" +1416378,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1907995,151,8,29,90,210,330,42,130,303,483,45,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1882894,703,8,0,0,0,0,5,8,21,26,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1816448,5,2,0,0,144,144,0,0,2,2,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +3127483,37,2,0,224,224,480,0,0,0,0,3,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +2193561,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1941551,310,2,91,432,864,1320,172,435,689,809,128,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1470784,142,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1224599,272,NA,0,0,0,0,0,15,29,46,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1240583,113,2,39,150,300,400,58,126,227,412,66,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1533078,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1573963,3171,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1644202,2,2,0,3,5,5,1,1,1,1,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +1719436,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1333702,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1621765,27,10,15,54,98,98,23,59,88,146,18,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","Yes" +2303818,918,8,777,735,2485,4060,430,1662,3313,5007,455,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1844930,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3025391,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1619628,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1627232,8,8,0,0,1,2,1,3,8,12,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1161340,436,NA,0,0,0,0,0,0,1,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2802965,9,8,0,9,19,33,5,19,33,50,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1182473,3,8,0,0,1,2,0,0,4,5,1,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +3240712,64,8,0,0,0,0,1,4,9,21,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1532015,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1338809,21,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1604482,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1622861,212,8,4,107,214,321,30,115,257,370,46,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1228229,552,52,0,0,0,0,1,5,6,10,2,"No",0,0.84,0.71,0,"Yes","No","No","Yes","No","No" +3165674,0,8,0,4,7,7,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","Yes" +3032863,139,8,0,0,0,0,2,6,13,21,7,"No",0,0.94,0.74,0,"No","No","No","Yes","No","No" +2172552,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2275375,13,2,0,0,0,0,0,1,3,4,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +3170619,222,8,15,0,0,0,15,40,91,146,26,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1905497,120,8,51,120,320,520,48,160,306,453,51,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1791797,6,8,0,20,40,60,6,13,17,27,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2122024,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2837837,13,4,0,0,0,0,0,0,0,0,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1438531,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3111242,22,2,0,40,88,144,8,40,80,109,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2016092,299,8,0,0,0,0,3,15,26,28,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1800049,862,2,0,0,0,0,30,147,176,481,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1363583,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1487754,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1128363,93,12,3,0,0,100,10,30,69,110,19,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1703598,16683,8,0,0,0,0,21,75,175,349,46,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1741223,6,2,0,0,100,100,0,0,0,0,0,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","No" +2298016,1,9,0,3,12,15,2,5,12,18,3,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2932867,8,8,0,27,27,42,13,24,46,67,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3047328,15,8,6,15,33,54,4,14,41,63,13,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1808659,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1440914,0,2,0,6,6,6,3,10,13,17,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1967258,81,8,0,0,25,75,3,29,106,127,11,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1620597,4699,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2966692,4,8,0,6,9,12,1,6,8,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1730478,6,2,11,29,53,77,3,27,48,61,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1166318,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2316062,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1233131,8,12,0,0,0,1,0,1,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1825868,7,8,0,0,0,0,1,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +2842269,15,8,25,12,48,84,15,36,88,122,14,"No",0,0.77,0.86,0,"No","No","No","Yes","No","No" +3139589,11,8,12,12,24,36,5,16,31,56,7,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2923765,2,3,0,0,0,0,1,4,5,5,14,"No",0,0.92,0.87,0,"No","No","No","Yes","No","Yes" +1675263,904,2,2,15343,25057,35383,2647,7433,14453,14459,2350,"Yes",0,0.54,0.65,76,"Yes","No","Yes","Yes","No","Yes" +2181721,5,4,1,0,0,0,0,0,2,2,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1863697,2736,2,30,0,0,0,168,525,1190,1866,219,"No",0,-99,1,0,"No","No","No","Yes","No","No" +3004961,-12,2,15,1050,1635,2220,256,724,1230,1774,188,"No",65,0.03,0.1,19,"No","No","No","Yes","No","Yes" +1554530,3,2,0,16,16,16,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1532847,8,8,0,30,45,60,10,24,40,71,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2207685,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2251701,2,8,0,96,96,144,19,50,78,100,1,"No",0,1,0.5,0,"No","No","No","Yes","No","Yes" +2201732,0,8,0,15,27,34,0,9,18,25,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1137143,6,8,0,0,0,0,3,6,9,16,2,"No",0,0.6,0.57,0,"No","No","Yes","Yes","No","Yes" +1169929,2,9,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.76,0,"No","No","No","Yes","No","No" +3256465,10,12,0,7,15,23,2,9,21,38,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2842145,468,8,0,96,96,192,12,102,216,331,32,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1769352,90,8,0,0,0,0,3,12,13,20,2,"No",0,0.6,0.55,0,"Yes","No","Yes","Yes","No","No" +3127707,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2818228,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1686439,118,8,140,0,0,128,22,84,219,311,36,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2235556,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1404805,25,8,6,42,78,96,13,37,83,125,13,"No",24,0.78,0.74,0,"No","No","No","Yes","No","No" +1214705,0,2,0,13,13,13,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +3087985,6,8,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.87,0,"Yes","No","No","Yes","No","No" +1479282,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3085561,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1815161,177,8,10,0,0,250,8,53,101,145,25,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1760102,3,2,29,28,63,98,17,48,95,132,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2224426,1,9,0,1,2,3,1,2,3,4,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +1648033,0,8,0,0,0,0,0,0,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1798190,4,8,7,7,21,28,1,7,18,28,2,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1868651,5,2,0,3,4,4,1,1,1,1,1,"No",0,0.73,0.86,0,"Yes","No","No","Yes","No","Yes" +2029270,4,2,0,2,4,5,1,2,3,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1725927,91,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +2208668,3,2,0,2,2,2,8,13,18,18,0,"No",0,0.77,0.64,0,"Yes","No","No","Yes","No","Yes" +1569129,9,2,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1375026,12,8,0,12,12,24,7,12,24,39,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1864821,1,8,0,2,2,2,0,1,3,3,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3237722,18,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1198861,0,4,5,3,9,9,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1740296,3,2,0,0,0,0,2,2,10,18,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +3169396,24,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1285697,17,8,0,10,37,64,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3053213,0,9,0,17,25,34,3,7,14,19,4,"No",0,0.54,0.48,0,"No","No","No","Yes","No","Yes" +1275494,17,2,0,0,0,0,2,6,11,11,1,"No",0,0.66,0.68,0,"Yes","No","No","Yes","No","Yes" +3273891,308,8,106,175,466,685,76,288,614,940,99,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1723152,26,2,0,0,0,0,2,2,2,7,0,"No",0,0.64,0.39,0,"Yes","No","No","Yes","No","No" +2845095,11451,8,2348,18528,37056,55584,3080,15088,37616,53332,3216,"No",0,0.55,0.74,0,"No","No","No","Yes","No","No" +1939545,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1932286,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +2255803,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1837088,537,4,322,560,980,1578,190,831,1351,1889,273,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2892007,5,4,1,0,0,1,1,2,4,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3270997,0,8,0,0,0,0,1,1,1,1,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1282274,45,2,0,0,0,0,1,7,11,22,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1291474,692,8,0,0,0,0,1,10,19,29,3,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1974371,0,9,0,9,9,9,0,1,3,4,1,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1932236,4,8,0,0,0,0,0,0,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1968077,69,2,0,0,0,0,0,0,0,6,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1461415,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1541459,25,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2873106,58,8,0,0,0,0,3,11,29,38,6,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1280421,5,9,5,5,11,15,0,4,9,16,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1670807,76,8,0,64,128,192,17,57,122,199,33,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1531397,37,8,0,0,0,0,0,0,2,3,1,"No",0,0.63,0.63,0,"No","No","Yes","Yes","No","No" +2807360,70,8,0,0,0,50,7,19,40,54,2,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1247409,2179,2,145,1600,3200,4800,361,1284,2681,4285,442,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1186057,109,52,0,0,0,0,0,6,16,26,11,"No",0,0,0.32,0,"Yes","No","No","Yes","No","No" +2910658,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1631009,12,2,10,15,30,55,6,24,81,120,3,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +2848052,87,NA,0,0,0,0,1,1,4,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2099125,850,4,0,0,0,0,3,3,6,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1806760,128,NA,0,0,0,0,2,7,15,29,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3205184,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1436305,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1183219,2,2,1,2,4,4,1,1,1,1,1,"No",0,0.97,0.86,0,"Yes","No","Yes","Yes","No","No" +1205372,14,8,11,9,45,72,4,18,57,75,9,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2943470,42,9,1,66,91,141,11,35,109,163,15,"No",0,0.58,0.45,0,"Yes","No","No","Yes","No","No" +2241211,131,2,14,881,1639,2249,143,392,486,519,76,"No",37,0.73,0.69,3,"No","No","No","Yes","No","Yes" +1909564,2,12,1,9,9,11,0,4,8,9,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2877507,235,8,0,60,60,180,8,44,151,244,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1196167,4614,NA,0,0,0,0,0,0,3,3,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1567991,36,12,0,0,0,0,0,4,14,16,7,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2170462,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","No","No","No" +3039979,37,8,0,0,0,10,0,7,17,22,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1243760,1,2,0,8,8,8,1,4,6,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3206043,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1536271,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1701840,47,8,1,28,52,64,24,39,70,91,7,"No",0,0.95,0.95,1,"No","No","No","Yes","No","No" +3036768,6,12,0,0,0,0,0,0,2,4,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +1506339,27,2,0,0,0,0,0,0,1,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1747592,2,8,0,0,1,2,1,1,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3031883,10,12,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1801483,8,6,0,48,63,78,11,35,78,124,23,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1970058,1,13,0,1,6,8,2,4,5,7,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1893043,1,9,0,0,0,1,1,1,2,2,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2806789,10,8,0,0,0,0,3,5,7,13,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2933601,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1537439,0,8,0,0,0,0,0,15,15,15,1,"No",0,0.84,0.89,0,"No","No","Yes","Yes","No","No" +3136012,54,8,0,0,48,48,7,21,55,82,19,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1164222,86,8,0,0,0,0,5,8,15,25,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2901307,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1198907,171,12,4,0,0,0,5,18,29,75,24,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +2067557,70,8,12,40,90,130,6,38,75,118,20,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +3210848,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1341715,51,8,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.11,0,"No","No","No","Yes","No","No" +1856123,392,12,0,0,0,0,5,27,47,71,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2879328,9,8,5,10,20,30,2,8,17,29,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3061347,226,8,0,0,0,0,10,20,37,54,4,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2999526,68,4,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +1756276,-224,8,0,700,900,1200,245,589,883,1210,99,"No",0,0.45,0.47,227,"No","No","No","Yes","No","Yes" +1955740,14,8,0,0,0,0,0,1,1,3,2,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1337714,136,12,0,0,0,0,0,0,10,10,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1832439,390,4,26,400,920,1440,144,508,968,1395,138,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2897501,6,14,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1231039,27,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3268581,371,8,234,260,560,680,73,296,645,1095,160,"No",0,1,1,0,"No","No","No","Yes","No","No" +1314520,25,6,18,29,47,77,5,28,77,187,19,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2273348,28,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1149387,114,12,2,0,0,152,9,34,77,111,25,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1222564,8590,2,110,6000,12000,18000,1299,4401,10161,14774,1475,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1997321,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1601116,8,2,6,28,63,84,8,19,39,75,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2240306,28,4,0,0,0,0,0,0,0,1,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3167332,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1366774,71,12,2,0,0,400,6,19,40,63,24,"No",0,1,0.66,0,"No","No","Yes","No","No","No" +3240596,3,12,5,0,6,15,2,9,18,24,2,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3063426,6,9,0,0,0,0,0,0,0,0,2,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1788057,9,8,1,19,29,39,8,21,37,52,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1193651,1,12,0,6,10,14,0,6,9,12,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1693884,3,8,0,26,29,39,3,10,23,42,2,"No",12,0.18,0.1,0,"No","No","No","Yes","No","Yes" +1621163,1,8,0,4,7,9,1,4,6,7,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3279149,12,9,0,0,0,0,0,1,5,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1391351,7,9,0,0,0,0,0,1,3,3,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1254955,0,2,0,13,16,16,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3075159,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" 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+1542400,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +2156508,1,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1330412,12,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1420179,23,2,0,0,0,0,0,1,2,2,1,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +1160698,28,NA,0,0,0,0,0,2,4,7,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2073456,757,12,15,0,0,0,20,50,95,124,21,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1919340,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1332605,5,13,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1937510,4,2,0,9,15,24,4,8,12,23,0,"No",0,0.7,0.8,0,"No","No","No","Yes","No","No" +1364973,6,2,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3238072,56,8,0,0,0,0,0,0,2,5,2,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +2104865,12,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2079602,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2223674,2,2,0,0,0,0,1,3,7,7,0,"No",0,0.21,0.36,0,"No","No","No","Yes","No","Yes" +1863037,1,2,0,20,20,20,1,3,3,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1466908,11,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1346321,3,16,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +1691731,93,9,87,70,146,222,18,78,176,247,18,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1366282,3,2,0,0,0,20,0,1,1,2,0,"No",0,0.5,0.75,0,"Yes","No","No","Yes","No","No" +3157798,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1652433,5,4,7,0,0,0,0,5,5,8,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1523202,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1793766,8,2,0,30,60,60,11,27,71,92,14,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +3227264,1168,8,659,0,0,0,14,33,48,67,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1386611,6104,8,0,0,0,0,14,74,134,267,33,"No",0,0.08,0.26,0,"No","No","No","Yes","No","No" +1628469,16,52,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +1672778,4,2,0,1,3,3,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1904876,120,52,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.94,0,"Yes","No","No","No","No","No" +1802738,1,9,1,1,1,1,0,1,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3156339,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2233975,4,8,0,0,0,0,0,1,2,2,2,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1971282,14,12,0,5,14,19,4,9,18,28,9,"No",0,0.22,0.26,0,"No","No","No","Yes","No","No" +1675255,66,10,362,1638,3138,4638,509,1708,3024,4047,247,"No",0,0.37,0.6,28,"No","No","No","Yes","No","Yes" +1280830,0,8,0,71,104,137,1,26,61,102,28,"No",0,0.85,0.87,0,"No","No","No","Yes","No","Yes" +3020507,34,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","Yes","Yes","No","No" +1457403,13,9,0,0,6,12,2,6,16,33,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2183335,4,2,0,1,4,7,2,3,7,11,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2048177,37,9,0,0,0,0,3,5,12,15,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1404257,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1208254,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +3016451,5,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1373897,14,12,0,0,0,0,0,1,1,1,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2166117,0,8,0,5,6,8,2,6,9,15,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2958749,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2116391,24,8,17,22,48,48,13,25,42,70,3,"No",0,0.06,0.16,0,"No","No","No","Yes","No","No" +1253344,1,9,0,1,2,3,0,0,1,3,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1468310,50325,14,329,34064,38152,55288,1269,3247,4395,4397,1077,"No",0,0.37,0.6,0,"No","No","No","Yes","No","No" +1671014,0,2,0,21,34,40,0,1,2,2,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +1286505,3,8,0,4,8,12,2,6,11,11,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1997545,30,8,0,20,40,60,3,19,43,69,11,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +3240110,4,8,0,0,0,1,0,1,1,2,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1477073,12,3,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +1651258,152,8,0,0,0,0,0,1,1,1,25,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1654046,4,4,0,8,12,18,4,7,15,21,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1828899,3,3,0,0,2,4,0,0,3,4,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3193596,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3235453,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1508271,6,8,0,0,0,0,0,1,2,3,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +1587242,11,8,2,0,0,0,17,23,44,59,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1688381,109,8,0,0,0,0,4,7,15,22,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2028694,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1300043,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2004233,38,4,9,24,44,58,4,19,42,62,21,"No",1,0.73,0.78,0,"No","No","No","Yes","No","No" +1551051,39,4,0,41,59,80,7,22,63,90,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3261124,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.66,0.56,0,"No","No","No","Yes","No","No" +1145063,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1237192,10,8,0,30,60,90,15,40,77,105,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1822783,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1775667,108,8,0,0,0,0,4,16,46,74,9,"No",0,0,0,0,"No","No","No","Yes","No","No" +1129913,135,12,2,125,125,178,9,53,153,187,29,"No",0,0.88,0.85,0,"No","No","No","Yes","No","No" +3138449,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1703164,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1592148,162,8,25,110,200,290,62,153,305,337,115,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +3258683,12669,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1364996,0,12,0,8,11,14,0,2,6,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1583879,2,8,0,5,7,11,1,4,4,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1416762,67,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2272077,1,8,0,0,0,0,1,1,1,2,0,"No",0,0.84,0.88,0,"No","No","No","Yes","No","Yes" +1545426,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1785305,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1226884,2,8,0,18,36,54,5,16,29,43,2,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +1152348,14,2,3,6,10,14,2,10,41,65,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1258259,1,NA,0,0,0,0,5,18,38,61,10,"No",0,-99,-99,1,"No","No","No","No","No","Yes" +2258074,77,8,1,32,64,96,8,36,75,105,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1681761,13,2,8,33,73,118,11,39,72,111,0,"No",0,0.82,0.75,0,"No","No","Yes","Yes","No","No" +2940565,6,9,0,0,0,0,0,1,1,3,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2034023,71,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1482176,1,8,0,12,15,18,7,12,19,25,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1935188,3,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1329825,8,2,63,602,1008,1437,325,608,987,1273,177,"No",0,0.3,0.32,16,"No","No","Yes","Yes","No","Yes" +3138246,186,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1565940,3,4,1,1,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1774607,5,9,0,0,0,0,0,0,0,1,1,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +2289952,10,8,0,0,16,16,1,6,12,14,6,"No",0,0.93,0.87,0,"No","No","No","Yes","No","Yes" +1860003,2,8,0,8,13,19,3,8,14,16,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1765673,374,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1493593,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1696751,13,4,1,10,15,20,0,8,12,13,2,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1928347,18,8,0,112,208,288,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1874981,6,6,0,0,5,10,0,1,9,13,4,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3131733,7,52,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +1270355,0,4,0,4,7,9,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +2855295,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1280882,5,8,0,4,4,4,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2185513,14,2,0,20,20,40,2,10,22,30,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3243670,19,8,0,0,6,6,0,1,10,20,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3013497,109,2,0,0,0,0,0,0,0,50,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2993346,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1525839,3,8,0,0,0,0,0,0,1,2,2,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1141205,82,12,0,95,185,275,10,42,110,166,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +2191571,1,2,0,3,5,8,1,2,9,13,0,"No",1,0.21,0.38,0,"No","No","No","Yes","No","Yes" +1466537,66,9,15,108,108,162,32,66,121,244,18,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" 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+2961411,19,8,0,0,0,0,0,0,5,5,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1919920,1,8,0,15,25,37,5,12,18,26,1,"No",0,0.73,0.52,0,"No","No","No","Yes","No","Yes" +1409474,36,2,0,0,0,0,1,1,1,1,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +1824684,7,12,0,8,16,16,6,13,18,32,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +2879417,0,2,59,364,604,844,48,54,54,54,57,"No",86,0.19,0.46,0,"Yes","No","No","Yes","No","Yes" +1503609,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +1878910,270,8,0,0,0,0,0,10,20,20,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1914870,3,9,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1129046,209,NA,0,0,0,0,3,5,10,17,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1432157,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2041585,119,10,24,48,48,72,21,60,130,221,47,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1792629,4,8,0,38,67,100,12,29,50,77,8,"No",0,0.92,0.84,1,"No","No","No","Yes","No","Yes" +2093351,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +3089881,14,8,2,0,0,0,2,3,11,25,5,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +3264686,272,2,0,0,0,0,5,9,12,14,0,"No",0,0.82,0.68,0,"Yes","No","No","Yes","No","No" +2864557,28,12,0,0,0,0,0,0,0,1,0,"No",0,0.92,0.9,0,"No","No","Yes","No","No","No" +3205632,34,12,0,22,70,142,12,60,134,163,17,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1237754,29,12,197,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +2866156,39,8,0,0,0,0,0,1,2,2,2,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1678487,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","Yes" +2095222,2,2,0,3,5,8,1,3,3,3,0,"No",0,0.83,0.86,0,"No","No","Yes","Yes","No","Yes" +1514914,7,2,0,66,66,72,5,32,66,68,8,"No",2,0.81,0.83,0,"No","No","No","Yes","No","No" +1691754,780,4,0,0,0,0,0,0,1,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2960114,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2920056,38,4,0,0,0,0,1,1,2,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1466999,30,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3111050,4,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2998401,57,4,0,0,0,0,2,3,7,9,1,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +3126546,74,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +2028491,24,8,0,0,0,0,0,1,3,5,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +1965588,746,8,0,0,108,216,34,152,343,660,65,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2890365,2,12,0,0,0,0,0,0,0,2,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1552579,16,2,0,0,0,0,0,0,4,4,1,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +1996151,76,NA,0,0,0,0,2,5,6,10,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1860291,84,NA,0,0,0,0,1,8,18,29,8,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2305150,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2242703,17,11,0,41,68,122,23,34,77,105,6,"No",0,0.85,0.77,0,"No","No","No","Yes","No","Yes" +2889942,1,2,0,29,41,53,6,10,11,11,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1807182,61,15,1,21,26,52,3,25,59,90,22,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1436688,107,52,0,0,0,0,3,11,16,25,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2232866,243,8,0,0,0,0,17,57,98,152,62,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1986673,108,12,2,18,72,126,19,48,115,180,24,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2993698,42,8,0,72,108,144,62,116,182,284,24,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +2031921,401,NA,0,0,0,0,0,7,11,17,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2233865,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +3242927,6,8,0,0,0,0,1,1,3,4,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1989306,0,2,0,23,38,38,0,0,0,0,2,"No",0,0.79,0.77,0,"Yes","No","No","Yes","No","No" +3179757,2,8,0,0,1,2,0,1,2,2,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +2066741,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1393501,-22,8,32,357,621,867,133,341,611,845,63,"No",23,0.69,0.69,46,"No","No","No","Yes","No","Yes" +2033417,3,8,0,2,4,6,0,17,23,23,2,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +3082014,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2154483,205,8,55,120,234,386,53,168,331,459,98,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +2842148,0,8,0,30,30,60,2,18,26,35,11,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3250982,7,8,2,0,5,5,0,5,14,23,0,"No",1,0.8,0.79,0,"No","No","No","Yes","No","No" +3216775,40,8,0,31,46,76,4,17,36,60,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1694189,4,8,0,200,320,440,15,70,213,341,63,"No",0,0,0,1,"No","No","No","No","No","Yes" +3258845,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1584059,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2215872,160,2,0,0,0,0,8,25,52,63,5,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2191171,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +1201453,8,8,0,154,226,335,21,93,207,274,23,"No",0,0.48,0.53,2,"No","No","No","Yes","No","Yes" +2960121,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1603448,72,8,0,30,30,54,18,44,81,123,23,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1346355,31,8,0,0,0,0,7,13,24,42,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2893616,77,2,0,0,0,0,4,10,16,36,4,"No",0,0.96,0.88,0,"Yes","No","No","Yes","No","No" +2288807,22,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1722731,378,12,0,0,0,0,2,4,11,18,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1455901,0,8,18,114,194,290,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2109664,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1563927,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2116536,181,8,9,84,192,300,28,98,207,330,50,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1293168,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.39,0,"No","No","Yes","Yes","No","No" +1144024,13,8,0,29,61,102,12,29,73,95,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2933245,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1682739,24,12,18,48,114,169,11,52,111,139,28,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1954604,179,2,20,80,202,242,32,105,239,355,41,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1876435,19,4,0,68,124,164,23,73,120,191,0,"No",0,0.11,0.08,0,"No","No","No","Yes","No","Yes" +1508473,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +3206045,18,8,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3116331,4,12,0,0,0,0,1,2,3,4,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +1228409,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +2990539,85,8,0,40,120,180,23,66,128,202,21,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1986029,147,8,0,600,800,1200,169,399,953,1098,168,"No",0,1,1,0,"No","No","No","Yes","No","No" +1578364,15,8,0,0,0,0,0,1,2,4,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1700790,14,8,0,0,0,0,0,3,4,7,2,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1877116,9,8,80,350,500,800,69,237,427,4118,23,"No",0,0.82,0.91,0,"No","No","No","Yes","No","Yes" +3011521,13,8,0,0,0,0,0,0,2,4,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +1544712,3,3,0,0,0,1,0,1,3,3,1,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +1257251,7,2,0,32,32,32,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2191895,135,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1635479,181,4,0,0,0,0,1,5,7,12,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3197661,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1692900,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +3063287,40,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1537405,5,8,0,8,24,32,2,7,14,25,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +3002917,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1720367,1564,9,9,0,0,0,17,60,121,195,42,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1632428,301,8,0,0,0,0,12,58,109,180,14,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +3269204,12,8,6,120,207,312,32,106,218,337,10,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1918484,0,8,0,52,103,103,0,0,0,0,15,"No",0,0.65,0.4,0,"Yes","No","Yes","No","No","Yes" +1694524,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1232618,29,8,0,4,28,52,4,13,35,61,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +2246391,1,9,0,0,1,1,0,1,2,2,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1355122,438,2,91,170,350,500,80,161,200,202,94,"No",0,0.84,0.73,0,"Yes","No","No","Yes","No","No" +3238647,39,NA,0,0,0,0,1,3,4,9,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1578578,251,2,61,200,500,800,93,339,771,1089,119,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1699921,155,8,8,120,220,320,33,133,252,400,45,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","No" +2112398,5,12,3,5,5,5,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2274425,100,2,0,420,780,1110,135,285,362,377,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +3043146,700,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2014893,8,9,0,0,5,15,0,5,11,13,1,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1581801,15,8,0,0,0,0,0,0,0,0,3,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1563502,-4,8,3,8,12,16,12,14,19,24,0,"No",0,0.91,0.89,4,"No","No","No","Yes","No","Yes" +1636108,10,12,0,0,0,0,0,0,1,1,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1884044,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1856527,8,8,4,1,1,1,2,2,2,2,1,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +3066888,7,4,0,0,0,0,0,0,2,3,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1935689,-5,8,133,1116,1980,3156,320,1163,2096,2819,243,"No",84,0.31,0.18,45,"No","No","No","Yes","No","Yes" +1418284,20,12,26,224,384,528,78,156,288,408,45,"No",0,0.56,0.47,1,"No","No","No","Yes","No","Yes" +1588988,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" 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+1321573,46,8,0,30,30,30,6,20,34,52,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1116970,1,2,0,3,5,7,1,2,7,8,0,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +1743323,-3,8,0,18,24,35,5,16,28,34,0,"No",0,0.79,0.66,3,"No","No","No","Yes","No","Yes" +1199154,7,12,2,14,29,42,2,14,24,39,12,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1510051,16,8,12,72,144,204,12,59,137,240,27,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3216342,33,2,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1968560,3,9,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2312989,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.42,0,"No","No","Yes","Yes","No","No" +3004857,104,8,0,0,0,0,1,2,4,5,3,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1151787,66,2,72,28,28,28,26,61,74,79,5,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1413151,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2009388,2,10,0,7,15,24,2,7,15,23,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +1199243,537,8,0,207,414,621,58,219,727,906,106,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2097487,115,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2978472,12,8,0,0,0,0,1,3,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1380697,10,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1324580,30,4,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.7,0,"Yes","No","No","Yes","No","No" +3092022,4,12,0,0,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2305361,68,2,0,0,0,0,0,1,7,17,0,"No",0,0.68,0.7,0,"No","No","Yes","Yes","No","No" +1301292,163,8,0,0,0,0,17,48,79,120,27,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +3221244,1,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2961547,144,9,42,10,100,182,15,48,131,232,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1997571,8,14,7,14,21,28,2,7,15,24,2,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2300377,7361,6,1632,11292,24276,36915,3948,13269,29301,44509,4539,"No",0,0.82,0.51,0,"No","No","No","Yes","No","No" +1800894,47,12,7,54,90,162,23,64,141,198,18,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1934720,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1246757,621,8,0,0,0,0,0,40,103,219,14,"No",0,0,0.34,0,"No","No","No","Yes","No","No" +2237403,23,9,0,0,0,0,0,2,11,17,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1861016,12,12,0,0,0,0,1,4,5,9,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1935286,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3239796,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1868420,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2080874,4,8,0,0,0,1,0,2,3,8,0,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","No" +1151113,21,9,0,0,0,0,0,1,17,24,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +3083137,69,8,12,150,200,300,29,83,179,270,25,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +2845157,1,9,0,1,2,2,1,1,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1614918,1079,4,979,640,1792,2704,307,2515,4695,6591,78,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2163256,0,8,0,15,23,33,1,8,16,23,0,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +1958217,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1136603,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +3279642,73,8,0,0,0,0,0,0,1,1,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2874838,10,12,1,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1777207,12,52,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.89,0,"Yes","No","No","No","No","No" +1651542,14,8,0,25,50,75,5,14,29,44,4,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1842866,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1936633,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1991169,205,8,63,1441,2067,3358,495,1778,3146,4125,320,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1832673,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1280123,1001,8,15,2988,5098,7128,106,365,709,1719,238,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1593644,9,2,0,0,0,0,3,8,15,15,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +2997409,3,8,0,2,2,2,0,0,0,1,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1692546,0,8,0,535,535,535,0,0,0,0,28,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +1565889,10,2,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1418875,6,2,0,150,240,330,76,102,180,239,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +1584436,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1832876,2,10,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1709705,-3,2,0,230,302,374,71,182,318,444,54,"No",1,0.14,0.14,3,"No","No","Yes","Yes","No","Yes" +1786465,26,8,20,0,10,30,7,34,59,79,13,"No",0,0.82,0.89,1,"No","No","Yes","Yes","No","No" +2860726,8680,NA,0,0,0,0,4,9,16,33,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1305326,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1368891,71,8,44,0,32,64,10,42,88,157,36,"No",0,0.99,0.83,0,"No","No","No","Yes","No","No" +1896045,99,12,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2176867,67,NA,12,0,0,0,7,22,66,99,18,"No",0,-99,-99,0,"No","No","No","No","No","No" +2856158,26,8,0,2503,2503,2503,27,94,167,226,10,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1389518,2,8,0,0,1,2,0,1,4,5,1,"No",0,0.83,0.7,0,"No","No","No","Yes","No","No" +1458000,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2129889,211,NA,0,0,0,0,8,12,19,29,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1901911,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1484118,38,2,0,40,80,160,13,46,88,128,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2012890,0,2,0,20,21,21,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +1449222,43,8,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1629853,17,4,25,31,52,80,12,32,51,71,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1507265,6,9,0,8,12,12,2,5,9,10,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3140128,2,8,1,1,3,5,1,3,5,6,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1185771,5,9,0,0,0,0,0,1,2,6,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1211322,3,12,0,0,0,0,1,1,2,2,1,"No",0,0.87,0.59,0,"No","No","No","Yes","No","No" +3231047,109,4,63,744,1250,1618,197,505,1013,1585,94,"No",42,0.88,0.91,0,"No","No","No","Yes","No","No" +2261477,49,4,5,17,32,57,4,19,40,69,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1831364,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2868910,78,8,0,0,0,0,3,10,16,24,0,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1418565,9,10,0,5,13,23,2,5,12,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1630252,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3219669,30,9,0,0,0,0,1,5,8,15,6,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3188705,131,52,0,0,0,0,5,9,12,20,3,"No",0,0.07,0.2,0,"Yes","No","No","Yes","No","No" +1309745,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2297403,126,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1778753,1060,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2020784,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.81,0,"No","No","Yes","No","No","No" +2244694,4436,8,36,0,0,0,88,249,470,753,114,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2828533,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1232074,168,2,13,256,464,608,80,201,383,608,68,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2135288,16,8,0,46,78,102,4,17,75,118,0,"No",0,0.35,0.37,0,"No","No","No","Yes","No","Yes" +3233654,5,2,0,1,2,2,2,2,2,2,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +1161442,-105,8,0,306,360,387,327,357,372,405,89,"No",0,0.94,0.96,105,"No","No","No","Yes","No","Yes" +1407904,57,8,0,0,0,0,0,0,2,4,2,"No",0,1,0.9,0,"Yes","No","No","Yes","No","No" +1248780,254,8,197,1116,1992,3024,506,1074,1976,2617,303,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1569837,0,8,0,19,45,58,2,10,26,39,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1758713,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2877264,0,8,5,10,20,30,1,10,16,19,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","Yes" +3085638,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +1453062,38,8,0,0,0,0,0,1,1,3,2,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1810226,13,3,0,0,7,14,4,8,14,21,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1835347,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1628732,234,2,80,408,884,1360,146,324,366,366,137,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +2307016,33,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2170631,46,8,0,343,631,847,76,299,605,885,83,"No",5,0.8,0.75,0,"No","No","No","Yes","No","Yes" +2941442,0,8,0,8,8,8,0,0,0,0,4,"No",0,0.78,0.71,0,"Yes","No","Yes","Yes","No","Yes" +2288852,451,8,0,0,0,0,6,10,12,21,0,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1296730,-18,8,2,33,39,48,5,13,24,38,2,"No",0,0.43,0.46,18,"No","No","No","Yes","No","Yes" +1940997,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1810307,17,8,0,0,0,0,0,0,1,1,1,"No",0,0.6,0.49,0,"No","No","No","Yes","No","No" +1989797,0,8,0,30,57,81,3,16,35,48,9,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1894631,238,2,8,80,160,240,26,106,184,205,66,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","No" +3007942,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2105409,5,8,0,20,20,40,2,8,16,20,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2227861,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1144327,0,2,0,4,10,10,0,0,0,0,0,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +2017241,8,12,0,4,12,16,2,6,13,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1896524,0,12,0,5,7,7,0,0,1,1,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +3167656,28,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1839898,47,2,0,0,0,0,2,6,11,32,1,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1980933,1020,52,1,0,0,0,6,29,67,108,38,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +2223480,320,8,193,0,200,200,53,163,280,469,61,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1411507,35,2,5,36,72,108,0,0,0,0,15,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","Yes" +3157871,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1332811,331,8,31,0,200,400,54,151,308,494,79,"No",0,0.98,0.99,1,"No","No","No","Yes","No","No" +1774785,157,4,0,0,0,0,10,24,46,74,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3158668,0,2,0,1,2,2,1,2,2,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +3134554,74,8,0,0,0,0,0,0,1,2,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3046022,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"Yes","No","No","Yes","No","No" +1472341,10,8,0,0,4,8,1,3,5,9,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1808698,20,9,0,0,0,0,0,0,10,10,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1374781,2,2,0,12,12,12,5,8,12,18,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +3240653,360,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1173501,4,2,0,0,0,0,0,3,5,5,2,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1118731,9,2,0,48,96,156,13,19,19,19,3,"No",0,0.81,0.73,0,"No","No","No","Yes","No","No" +1573961,0,12,0,30,30,30,0,0,1,4,3,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2845297,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1682448,23,11,0,41,68,95,18,33,76,104,4,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1511670,-44,8,32,1204,1996,3364,317,1170,2218,2947,215,"No",0,0.68,0.69,88,"No","No","No","Yes","No","Yes" +1759802,4,4,0,0,0,0,0,0,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2073329,4,8,0,42,42,42,1,2,3,5,2,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1818674,399,8,7,0,0,0,19,54,122,200,30,"No",0,1,1,0,"No","No","No","Yes","No","No" +2239368,231,12,0,0,0,0,1,7,10,16,1,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1490842,727,8,300,150,600,1050,199,619,1424,2029,189,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1909168,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3212107,0,8,0,16,16,16,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1989345,4,2,0,0,1,1,0,0,0,0,1,"No",0,0.73,0.86,0,"Yes","No","No","Yes","No","Yes" +3284520,59,2,0,0,0,0,8,10,18,20,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1349880,238,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1144036,461,2,160,0,0,0,20,35,115,140,10,"No",0,0.81,0.8,0,"Yes","No","Yes","Yes","No","No" +1818612,0,2,0,15,15,15,0,0,0,0,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1413505,40,9,0,0,0,0,4,12,25,49,4,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1884856,5,8,4,0,0,0,1,1,2,2,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1960619,16,8,0,128,128,128,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +3146478,0,8,0,2,3,4,2,3,3,5,0,"No",0,0.81,0.75,0,"No","No","Yes","Yes","No","No" +1206074,324,8,0,0,0,0,3,7,14,19,12,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2912275,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1704575,32,2,14,35,72,118,13,40,81,116,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1497750,6,2,0,7,21,28,2,4,9,19,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2914545,11,4,10,7,21,28,3,10,19,38,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3130794,0,4,0,0,6,6,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","No","No","No" +1717311,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1856596,0,8,0,10,20,30,1,3,12,16,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1674270,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +1973536,-2,8,0,47,77,113,1,18,34,67,0,"No",0,0.66,0.78,2,"No","No","No","Yes","No","Yes" +1150007,1735,2,0,0,0,300,5,50,60,12083,69,"No",0,0.38,0.64,0,"No","No","Yes","Yes","No","Yes" +1846327,33,8,3,0,0,0,1,3,5,7,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2267901,148,8,0,70,70,140,9,54,114,170,34,"No",0,1,1,0,"No","No","No","Yes","No","No" +1505274,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1764034,61,8,0,40,100,160,15,52,98,147,30,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1897642,6,8,0,0,0,0,0,2,3,7,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3045008,14,9,0,0,0,0,2,2,6,18,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1975828,13,2,0,0,0,0,0,0,0,1,1,"No",0,0.37,0.56,0,"No","No","No","Yes","No","No" +1704266,1,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3170312,35,8,0,0,0,0,1,1,1,1,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1552034,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2139260,4,9,0,0,0,0,0,1,3,5,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1224177,24,8,0,0,4,8,2,4,4,4,9,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1751332,2,3,0,0,1,2,0,2,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2031198,1070,8,0,1000,1000,2000,130,550,1060,1800,258,"No",0,0.64,0.77,0,"No","No","No","Yes","No","No" +1335119,7,8,0,0,2,7,2,6,12,16,0,"No",0,0.81,0.88,0,"No","No","No","Yes","No","No" +2078928,295,8,0,0,0,0,7,19,42,59,7,"No",0,0.84,0.87,0,"Yes","No","No","No","No","No" +1362234,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2178640,213,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2179585,17,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2909006,19,8,14,10,20,30,7,34,50,77,3,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2864302,56,9,0,31,57,88,9,34,75,116,17,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1751443,23,2,0,0,0,14,10,21,28,28,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","Yes" +2996813,36,4,0,26,42,54,20,49,78,117,11,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2894921,23,3,0,0,0,2,0,8,25,35,3,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1807836,26,8,0,0,0,0,0,1,2,2,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2311962,56,2,12,24,84,144,18,39,106,157,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2838845,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3001648,108,12,0,0,0,0,0,0,0,0,2,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3179047,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3046728,481,2,0,0,0,0,7,35,65,106,16,"No",0,1,0.89,0,"No","No","No","Yes","No","No" +3122772,3069,2,2394,4810,9100,12740,1337,4487,8965,13192,1708,"No",130,0.99,0.96,0,"No","No","No","Yes","No","No" +1745063,1,2,0,2,4,6,1,1,4,4,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2811712,13,2,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1622657,26,8,10,10,30,50,0,8,16,30,1,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2989791,78,2,0,0,0,64,12,46,90,117,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3073956,14,0,0,0,0,0,0,3,8,18,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +3066153,22,9,0,0,0,6,1,3,15,22,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2093775,262,4,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1733382,11,2,0,25,25,25,6,8,10,17,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1491496,463,2,120,858,1794,2730,365,899,1573,2167,269,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3084905,380,12,23,594,1656,2160,179,672,1894,3301,147,"No",0,0.88,0.64,0,"No","No","No","Yes","No","No" +1856611,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1937659,31,2,15,4,28,36,0,0,0,0,1,"No",0,0.45,0.57,0,"Yes","No","No","Yes","No","No" +2941205,328,3,0,0,0,0,7,31,44,55,0,"No",0,0.76,0.86,0,"No","No","No","Yes","No","No" +1762528,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1928553,1,8,0,0,1,2,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1732626,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1200514,60,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3030250,19,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2958179,8,8,0,0,0,0,0,3,6,9,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2001080,63,8,0,0,0,0,0,4,6,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1630995,67,2,0,0,0,0,3,8,10,11,1,"No",0,0.82,0.82,0,"Yes","No","No","Yes","No","No" +3043339,1175,2,1192,207,931,1695,352,994,1805,2721,309,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1402098,0,2,0,17,17,27,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","Yes" +2146984,4,9,0,0,0,0,1,1,4,4,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1459072,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1796726,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1512953,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","Yes","Yes","No","No" +1774184,1,9,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3157232,53,9,0,0,18,30,2,16,32,55,13,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2154439,23,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +2818653,149,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2826339,5,8,10,6,6,6,1,8,15,17,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2141883,104,2,1,72,198,334,18,84,168,244,22,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1407453,60,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2181230,99,12,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2130417,132,8,3,48,96,96,26,83,150,235,47,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1367897,70,8,0,0,0,0,1,7,11,18,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1319488,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +1214070,20,2,10,11,11,11,13,14,14,14,2,"No",0,0.9,0.83,0,"Yes","No","No","Yes","No","No" +3206516,94,8,0,0,0,37,2,16,51,79,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1291266,79,8,54,60,120,180,32,89,129,175,25,"No",0,0.89,0.95,2,"No","No","No","Yes","No","No" +2283780,40,8,0,0,0,0,0,2,3,7,2,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1431008,0,NA,0,2,2,2,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +2226334,27,NA,0,0,0,0,0,2,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1214082,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1357696,0,9,2,8,8,12,2,11,16,25,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2222039,81,8,0,0,0,0,2,6,11,18,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1248629,3,8,0,5,5,10,4,8,12,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1257681,10,8,0,0,0,0,1,4,8,14,0,"No",0,0.59,0.66,0,"No","No","No","Yes","No","No" +1225876,11,0,0,6,12,18,3,11,28,30,0,"No",0,0.91,0.82,0,"No","No","No","No","No","Yes" +2140915,5,12,6,1,1,1,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1214032,0,4,0,13,13,13,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","Yes" +3112064,0,2,0,5,11,11,0,0,0,0,0,"No",0,0.16,0.1,0,"Yes","No","Yes","Yes","No","No" +1428920,123,52,0,0,0,0,0,1,2,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1116360,4,2,0,6,6,11,1,3,6,14,1,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1811684,19,8,0,0,0,0,1,2,2,2,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1187546,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.26,0.32,0,"No","No","No","Yes","No","No" +1156253,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2171177,7,12,0,5,10,10,0,4,8,10,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2911163,41,8,10,30,62,78,1,32,73,105,17,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1730519,-2,8,0,45,77,111,1,22,34,67,0,"No",0,0.66,0.78,2,"No","No","No","Yes","No","Yes" +1342873,1,8,0,0,0,0,0,1,2,2,1,"No",0,0.81,0.89,0,"Yes","No","No","Yes","No","No" +3205884,32,0,0,0,0,0,0,0,3,6,1,"No",0,0,0,0,"No","No","No","No","No","No" +1845222,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1234634,0,9,0,2,3,4,2,2,4,4,8,"No",0,0.96,0.98,0,"No","No","No","No","No","Yes" +2107899,39,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.7,0,"Yes","No","No","No","No","No" +1320572,9,2,0,9,21,30,8,28,45,67,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1664371,0,NA,0,0,0,0,3,14,37,56,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2124233,0,8,0,22,40,52,5,10,29,42,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","Yes" +1149642,29,8,0,0,0,0,0,2,3,3,0,"No",0,0.99,0.94,0,"No","No","Yes","Yes","No","No" +1139606,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"Yes","No","No","Yes","No","No" +1871540,0,8,150,250,250,250,0,0,0,0,38,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +1778374,23,8,0,0,0,0,1,1,2,2,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1416159,1,8,0,7,10,13,0,0,4,16,2,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1563370,1,8,0,1,2,3,0,0,2,3,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1204706,45,2,0,0,0,0,2,9,15,28,0,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +2201883,1,8,1,4,5,7,0,4,5,6,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1818110,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +3070405,73,8,7,25,73,121,12,43,97,141,30,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1470311,16,8,0,0,0,0,0,0,3,4,0,"No",0,1,0.66,0,"No","No","No","Yes","No","No" +1142760,6,2,0,132,132,262,2,2,2,2,4,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1806725,7,6,0,8,16,24,2,5,16,35,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3208090,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2097380,16,8,0,0,0,0,1,1,3,3,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1156378,5,3,0,18,18,36,1,6,15,27,1,"No",0,0.42,0.46,0,"No","No","Yes","Yes","No","No" +2076219,45,52,0,0,0,0,0,0,2,3,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1659431,211,2,0,0,0,0,0,0,0,0,2,"No",0,0.72,0.74,0,"Yes","No","No","Yes","No","No" +2155201,6,12,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2018655,22,8,0,140,220,280,28,89,172,259,56,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1158884,0,8,0,21216,28128,40800,0,0,0,0,2164,"No",0,0.92,0.92,0,"No","No","Yes","Yes","No","Yes" +1513965,6,2,2,6,20,32,3,9,17,24,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2298592,6,9,0,0,0,0,2,7,12,16,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1253512,25,3,0,0,5,10,0,1,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1672464,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"Yes","No","Yes","Yes","No","No" +2258368,3,12,0,40,40,40,2,36,62,76,0,"No",20,0.73,0.76,0,"No","No","No","Yes","No","No" +3230388,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +2209286,57,8,0,150,150,150,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2030467,16,2,0,168,182,280,26,50,109,147,0,"No",168,0.02,0.1,0,"No","No","No","Yes","No","Yes" +3162098,383,8,327,0,0,0,4,22,60,99,22,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3160827,5,8,20,0,0,0,0,0,4,5,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1192529,4,8,0,100,100,100,4,48,55,62,2,"No",0,0.97,0.99,0,"No","No","No","Yes","No","Yes" +1636452,24,12,0,8,18,37,8,25,60,78,25,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1424504,0,NA,0,0,0,0,0,0,7,13,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1802768,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1991637,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2918134,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +3198090,361,2,0,0,0,0,0,4,30,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1412665,1,8,0,4,6,9,0,4,6,9,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1323220,6,2,1,8,24,32,1,4,13,27,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +1436149,74,8,0,0,0,0,1,3,4,5,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1374717,1,12,0,1,1,2,1,2,2,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +2021249,36,8,0,0,0,0,1,2,4,6,2,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +2967621,57,9,0,0,0,0,0,1,3,5,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1974139,0,8,0,14,23,23,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +1980418,2,8,0,0,0,1,0,7,9,14,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2090732,15,8,20,11,11,16,8,13,29,41,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1491115,299,8,68,360,540,720,79,204,383,628,71,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1252507,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +2243856,136,2,4,162,336,528,33,130,271,355,33,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1182791,0,NA,0,13,22,25,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3147663,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2953588,61,8,0,0,0,0,1,5,9,11,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2908138,3,8,0,5,5,5,1,2,3,5,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1262292,1,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2224517,9,2,0,9,18,27,1,8,17,26,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1632838,241,8,0,0,0,0,0,6,7,13,0,"No",0,0.88,0.88,0,"No","No","No","Yes","No","No" +3093605,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1520542,8,8,0,0,3,6,2,4,5,12,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1151118,320,12,0,0,0,400,54,266,690,858,125,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1369595,29,2,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +1639999,56,8,0,0,0,0,1,1,5,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1402587,8,NA,0,22,89,145,2,16,36,57,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1500948,32,8,0,0,0,0,0,0,1,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1179497,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +1882465,71,8,276,800,1640,2520,322,963,1922,2722,140,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1388003,56,8,0,0,0,0,4,8,15,26,0,"No",0,0.25,0.36,0,"No","No","No","Yes","No","No" +1794378,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1405507,4,2,0,0,0,0,1,1,1,9,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1151456,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1188545,1,8,0,20,30,45,6,16,29,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2223720,25,0,0,0,0,0,0,2,4,4,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1229325,202,12,3,0,0,0,20,49,100,169,24,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +2142333,2,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1471670,323,12,0,0,0,0,0,1,1,1,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1412918,9,2,0,0,0,0,1,1,2,3,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2860110,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1985903,0,12,0,5,8,10,3,3,6,8,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +1367858,3090,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1414803,8,8,0,35,70,105,15,24,26,26,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2313393,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1863194,3,8,0,0,0,1,2,2,2,6,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1224130,8,12,0,0,0,2,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1397943,104,12,0,0,0,0,0,0,0,0,2,"No",0,0,0.15,0,"Yes","No","No","Yes","No","No" +1196902,17,52,0,0,0,0,0,0,0,0,0,"No",0,0.52,0.46,0,"Yes","No","Yes","No","No","No" +1885043,0,2,0,27,27,27,0,0,0,0,1,"No",0,0.96,0.93,0,"Yes","No","No","Yes","No","No" +1183447,3,8,0,1,3,5,1,1,4,6,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1586448,288,12,20,400,600,800,52,192,385,570,69,"No",0,0.93,0.89,0,"No","No","Yes","No","No","No" +2023261,2,12,0,1,2,3,0,1,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1848562,121,8,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1939005,0,8,0,4,4,4,2,2,5,9,0,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","Yes" +1440451,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1900461,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1915448,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +1887742,7,9,0,0,0,0,0,0,2,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3214139,8,12,0,0,0,0,2,3,3,4,2,"No",0,0.93,0.95,0,"No","No","Yes","Yes","No","No" +1404071,11,8,0,110,197,284,42,94,154,237,8,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","Yes" +3157424,53,8,11,8,28,68,6,26,55,91,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2827195,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +1203748,33,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1415906,562,12,0,0,0,0,0,2,3,3,3,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +3171353,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3011701,0,12,0,10,15,20,1,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +2184127,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1269185,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.73,0,"Yes","No","Yes","Yes","No","No" +1741251,35,2,5,48,72,96,7,23,40,41,0,"No",0,0.82,0.77,0,"Yes","No","No","Yes","No","No" +1897202,227,4,45,88,220,330,47,138,289,447,57,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1795280,0,2,0,11,13,13,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","Yes","Yes","No","No" +1803740,28,8,0,0,0,0,0,0,1,2,1,"No",0,0.6,0.77,0,"No","No","No","Yes","No","No" +2977994,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2965705,6,12,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1611115,323,4,286,466,866,1186,340,906,1584,2387,29,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1900987,280,2,5,308,512,665,94,201,376,496,77,"No",104,0.98,0.98,0,"No","No","No","Yes","No","No" +1667581,5,8,0,0,6,9,1,4,8,10,0,"No",0,0.62,0.6,0,"No","No","No","Yes","No","No" +1274587,0,8,0,0,0,12,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1358963,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1876706,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3016916,303,8,0,0,0,0,1,2,3,5,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2256729,40,8,0,0,0,0,0,2,2,6,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2958551,145,8,77,48,223,479,36,222,515,709,52,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1154473,0,8,0,1,1,2,0,0,1,1,0,"No",0,0.95,0.88,0,"No","No","No","Yes","No","Yes" +1273416,0,2,0,17,27,32,0,0,0,0,0,"No",0,0.64,0.67,0,"Yes","No","Yes","Yes","No","Yes" +2072296,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +1297055,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.41,0,"Yes","No","No","Yes","No","Yes" +2118208,1180,8,0,930,1830,2730,245,852,1610,2722,423,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1710942,241,2,115,144,324,504,58,207,424,607,63,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2938746,0,2,0,3,4,7,0,1,2,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2880089,23,2,15,0,0,0,0,8,9,9,4,"No",0,0.46,0.65,0,"Yes","No","No","Yes","No","No" +1582130,74,2,0,0,0,0,1,5,10,13,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1680885,4,12,0,10,25,35,3,11,17,25,2,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2111643,496,2,10,332,664,1088,159,425,654,813,259,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1304494,3,4,2,1,3,3,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +3204393,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","No","Yes","No","No" +1411500,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +2835382,5,NA,0,9,12,12,27,32,35,35,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1777580,70,8,10,48,120,176,21,52,128,215,23,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1486457,8969,2,0,0,0,0,20,55,127,317,22,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1515688,0,8,0,12,12,24,1,5,8,10,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1915616,64,12,0,0,0,0,1,7,14,17,7,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1774066,82,8,219,530,794,1058,145,574,905,1278,133,"No",0,0.88,0.81,11,"No","No","No","Yes","No","No" +1366932,20,8,0,13,26,39,2,9,24,42,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2950699,133,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1927988,17,8,0,0,0,0,1,3,5,9,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1503064,55,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3280113,354,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3212101,48,8,1,30,60,90,9,29,59,86,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1641124,14,4,0,33,53,73,12,22,35,64,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2101057,35,8,0,0,0,0,6,10,20,26,0,"No",0,0.76,0.86,0,"No","No","No","Yes","No","No" +1882799,-5,8,4,17,24,32,0,10,21,25,3,"No",0,0.71,0.66,5,"No","No","No","Yes","No","No" +2157152,177,8,0,0,0,0,3,9,24,31,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1477352,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2822496,498,NA,0,0,0,0,0,0,0,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2966996,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.17,0,"No","No","Yes","Yes","No","No" +3175017,15,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1450814,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2245675,7,2,0,12,27,39,8,24,36,48,2,"No",0,0.52,0.7,0,"No","No","No","Yes","No","Yes" +1898406,0,2,0,4,14,14,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","Yes","Yes","No","No" +1855566,5638,8,20946,6998,16898,24998,3615,11791,25160,39584,2361,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +1681711,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1788945,4,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1493808,23431,6,18996,54823,114919,177271,18627,58178,124060,185496,11759,"No",0,0.74,0.5,0,"No","No","No","Yes","No","No" +2199794,115,2,0,0,0,0,5,20,26,33,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1150348,0,8,0,80,80,80,0,0,0,0,15,"No",0,0.77,0.78,0,"Yes","No","No","Yes","No","Yes" +1276612,0,8,2,0,3,3,0,9,13,16,0,"No",0,0.78,0.88,0,"No","No","No","Yes","No","Yes" +1303069,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1258478,817,8,223,149,1052,1963,256,851,1742,2516,168,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1183271,0,8,0,9,14,19,0,2,8,15,0,"No",0,0.39,0.62,0,"No","No","No","Yes","No","Yes" +1487022,12,8,0,0,0,0,0,0,0,1,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1546477,38,8,18,0,0,0,2,8,19,23,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2041863,0,8,0,5,9,11,6,7,8,12,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +3284229,5,14,0,2,4,6,0,2,4,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2851620,51,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3120825,0,8,0,0,0,0,0,0,1,1,0,"No",0,0.34,0.57,0,"Yes","No","No","Yes","No","No" +1485788,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +2005861,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1284844,1754,8,2139,6960,13760,23120,1773,7359,15469,20872,1549,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1409471,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2002557,10,4,0,0,0,0,11,25,26,27,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +3275240,87,8,9,0,0,80,7,28,51,81,14,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2130974,20,4,0,10,30,60,1,13,39,54,6,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1243517,3,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2889136,35,2,0,28,42,56,4,16,46,86,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1445843,24,8,0,562,562,562,0,0,0,0,0,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3181158,52,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2237657,655,8,29,0,0,800,38,129,281,429,79,"No",0,0.67,0.68,0,"No","No","No","Yes","No","No" +2971486,368,8,1,226,502,916,69,270,713,957,123,"No",0,0.59,0.75,0,"No","No","No","Yes","No","No" +2851439,8510,8,0,0,0,0,2,2,4,18,0,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +2277440,363,NA,0,0,0,0,0,1,4,10,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2140036,6,12,0,0,0,0,1,1,1,2,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1405311,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1858704,79,2,0,0,0,0,0,0,0,1,1,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +1760869,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2207985,8,14,0,0,0,0,0,1,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2979300,38,52,0,0,0,0,0,1,2,4,7,"No",0,0.77,0.86,0,"Yes","No","No","Yes","No","No" +1927072,41,9,0,0,0,0,0,1,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3125905,6,2,0,3,8,13,3,10,12,16,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1428547,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3186960,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1471422,3,2,0,0,0,0,1,3,6,6,0,"No",0,0.38,0.4,0,"No","No","No","Yes","No","Yes" +1637260,42,9,23,103,163,193,2,35,102,175,6,"No",25,0.86,0.84,0,"No","No","No","Yes","No","No" +1444560,0,2,0,11,15,20,1,6,6,6,0,"No",0,0.04,0.03,0,"Yes","No","No","Yes","No","Yes" +1215136,21050,4,0,0,0,0,2,114,259,541,1043,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2270083,30,8,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.83,0,"No","No","No","Yes","No","No" +1295713,1,8,0,1,2,3,0,1,1,2,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1720377,76,8,9,64,125,186,22,52,96,168,38,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1198253,1,8,0,0,1,1,0,0,1,1,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1986049,0,8,0,100,100,100,5,46,57,65,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1497294,2,9,0,1,2,4,0,2,2,5,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +2055851,3,4,0,0,0,0,0,0,3,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2219081,0,2,500,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +2891129,241,8,71,305,627,997,127,415,812,1196,96,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1178433,0,12,0,20,20,20,0,0,0,0,0,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2884864,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3055584,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1151114,0,2,0,582,1009,1295,0,0,0,0,51,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2297313,108,8,0,0,200,200,8,32,61,95,17,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1278925,7,2,0,1,3,5,2,9,16,22,2,"No",0,0.72,0.72,0,"Yes","No","No","Yes","No","No" +1498944,1,12,0,3,4,5,0,1,4,4,0,"No",1,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3109108,8,8,0,0,0,12,1,2,3,7,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2290578,6,9,0,0,0,0,1,1,1,1,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1817883,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.24,0,"No","No","Yes","Yes","No","No" +1364535,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1122343,9,2,0,24,48,72,4,22,56,78,2,"No",0,0.98,0.82,0,"No","No","No","Yes","No","Yes" +1891021,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3132696,57,2,0,0,0,0,0,0,10,10,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","No" +1783274,129,8,0,0,0,0,5,10,15,20,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1899726,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1179971,1,8,1,4,5,5,4,5,13,24,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +2186236,2069,8,81,4900,7700,9800,681,2860,5776,8320,1568,"No",0,0.88,0.62,0,"No","No","No","Yes","No","No" +2920256,18,2,0,0,0,0,0,1,1,1,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1397397,169,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2226461,63,8,0,3,3,3,4,30,73,116,17,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1296303,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +1350107,3,12,0,3,9,13,2,3,10,13,1,"No",0,0.83,0.74,0,"No","No","No","Yes","No","No" +1156499,58,NA,0,0,0,3,1,11,24,42,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3251107,123,52,0,0,0,0,7,12,20,31,2,"No",0,0,0.5,0,"Yes","No","No","Yes","No","No" +2026600,13,2,0,0,0,0,0,0,1,2,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1691818,3,4,0,3,6,9,1,3,5,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1687843,8,NA,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2064408,24,8,0,0,0,0,0,0,0,2,0,"No",0,0.91,0.81,0,"No","No","No","Yes","No","No" +1411506,1091,12,0,0,0,0,44,228,253,357,20,"No",0,0.93,0.84,0,"No","No","No","Yes","No","No" +2975290,9028,8,40,0,0,0,54,152,338,608,119,"No",0,0,0,0,"No","No","No","Yes","No","No" +1948167,7,12,0,30,40,60,5,16,27,50,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1908491,49,8,1,0,0,30,1,11,20,42,1,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2909463,64,2,16,84,152,222,25,96,173,237,18,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2202306,1,2,0,6,10,12,2,8,14,19,1,"No",0,0.1,0.08,0,"No","No","No","Yes","No","No" +1123251,9,2,23,11,22,44,0,6,9,11,0,"No",0,0.76,0.76,0,"Yes","No","No","Yes","No","No" +2992118,14845,12,8455,17575,27620,41970,5360,16996,36315,76039,3175,"No",0,0.7,0.76,170,"No","No","Yes","Yes","No","No" +3179155,9,8,0,12,12,18,5,14,20,32,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2974113,92,2,0,0,0,0,3,38,38,38,0,"No",0,0.54,0.72,0,"No","No","No","Yes","No","No" +1284475,47,8,5,49,75,101,4,67,98,102,18,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1499785,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.7,0.73,0,"Yes","No","Yes","Yes","No","Yes" +1460922,538,52,2,0,0,0,17,45,139,187,33,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2832333,3,9,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2067850,2,9,2,0,0,1,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1324672,16,2,0,120,210,315,32,74,128,182,0,"No",0,0.42,0.4,0,"No","No","Yes","Yes","No","No" +2162119,46,8,0,0,0,0,1,9,10,114,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3134567,9,12,0,7,7,7,0,1,5,8,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1438964,188,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.85,0,"Yes","No","No","Yes","No","No" +1350736,125,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.9,0,"Yes","No","No","Yes","No","No" +1773775,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1471478,0,2,0,10,12,12,0,0,1,1,1,"Yes",1,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1321391,3,2,1,40,40,60,5,19,21,21,3,"No",0,0.96,0.83,0,"No","No","No","No","No","Yes" +1367990,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2218891,389,8,13,300,900,1300,149,504,1165,1874,164,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1648994,0,NA,0,8,14,15,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1499798,0,8,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1855427,183,8,38,342,643,901,70,286,587,951,67,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2062246,3,9,0,2,4,6,0,2,4,5,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1516847,9,2,0,10,30,35,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +2948658,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1210957,32,2,0,0,0,0,0,2,2,3,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1468727,2,2,0,0,1,2,1,1,1,2,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1883061,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1677615,59,10,3,24,72,96,14,39,76,119,21,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2280724,3586,8,35,0,0,2325,219,1101,2384,3727,393,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2089916,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.73,0,"No","No","No","Yes","No","No" +2931530,0,4,0,5,7,7,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +2820439,60,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1495509,3,2,0,0,1,2,1,1,1,2,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1250066,47,8,0,0,0,0,3,13,25,35,6,"No",0,0.33,0.33,0,"Yes","No","Yes","Yes","No","No" +2120243,492,8,606,0,500,1000,115,469,982,1432,110,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1443830,5,8,0,2,6,6,0,3,6,9,3,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +3108576,341,5,30,250,500,1000,68,264,526,728,95,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2010977,9,8,0,15,15,15,3,7,16,25,0,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +3158609,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1304476,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2884464,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +3282328,13,8,0,5,15,20,4,8,15,28,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1156592,37,4,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1201165,23,2,0,0,0,0,0,1,19,19,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","Yes" +2191437,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1358217,3,8,0,0,0,0,0,0,0,1,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2056086,10,8,0,0,5,10,1,3,8,10,0,"No",0,0.42,0.35,0,"No","No","No","Yes","No","No" +1271938,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1705321,154,2,154,566,995,1390,185,559,1023,1560,163,"No",0,0.86,0.91,0,"No","No","Yes","Yes","No","No" +1375674,69,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2829028,67,8,15,16,48,80,12,32,78,136,26,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3106735,876,8,0,0,0,0,5,83,134,292,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2985054,43,8,0,40,70,100,8,42,90,155,36,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1565753,8,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2224870,64,17,0,0,0,0,1,4,11,25,2,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1452577,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.26,0.53,0,"Yes","No","Yes","Yes","No","No" +1634711,8,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2296787,8,8,0,0,0,1,1,5,5,5,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1871938,1,8,0,29,43,43,2,11,23,32,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1462146,58,9,45,0,0,21,8,27,51,88,27,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2286486,6,8,0,9,19,29,0,11,17,27,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3272619,49,4,0,0,0,0,1,2,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1461444,2722,8,776,4872,10192,15384,1522,4736,9345,14488,958,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1562493,133,52,0,0,0,0,1,5,9,27,14,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +2890538,32740,8,50,0,0,0,158,299,445,639,200,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1417855,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2109044,102,8,1,0,0,0,3,23,43,64,8,"No",0,0.63,0.78,0,"No","No","No","Yes","No","No" +2289192,2,3,0,4,8,12,5,8,16,24,2,"No",0,0.91,0.91,0,"No","No","No","Yes","No","Yes" +1588808,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1123194,39,2,0,0,0,0,62,196,282,328,67,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1426503,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1871342,7,8,0,2,21,27,3,8,10,19,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1958106,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2259366,-1,8,0,66,99,130,7,28,68,96,38,"No",5,0.31,0.33,2,"No","No","No","Yes","No","Yes" +1179132,2,4,2,0,4,8,1,5,10,14,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +2143180,7810,8,0,0,0,0,550,1467,2750,4390,784,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2922325,66,2,1,141,257,375,38,127,245,369,35,"No",3,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1784169,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1365758,0,12,0,1,2,2,1,1,2,2,0,"No",1,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1780505,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1447413,48,8,0,0,0,0,1,2,7,13,4,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1981698,3,2,0,3,3,3,0,2,2,2,1,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1412384,6,12,0,18,38,56,6,9,23,33,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1534041,1,2,1,1,1,1,0,2,3,5,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +1777321,51,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2062739,36,9,0,0,48,48,8,32,52,84,13,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2808248,8,8,0,0,0,0,0,0,4,4,0,"No",0,0.02,0.13,0,"No","No","No","Yes","No","No" +2294703,1,9,0,4,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1764577,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2007001,224,2,110,254,506,758,78,272,553,848,99,"No",0,0.99,0.82,0,"No","No","Yes","Yes","No","No" +2851623,2,8,0,2,4,6,0,2,3,6,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1370715,66,2,3,58,122,194,22,61,124,219,28,"No",7,0,0,0,"No","No","No","Yes","No","Yes" +2160820,0,4,0,6,10,12,7,11,14,18,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3034284,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3250265,8,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1269822,1,8,0,4,8,8,1,4,5,5,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +2803761,1001,8,6,0,0,0,28,62,161,275,58,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +3174701,1,12,0,185,185,185,1,6,9,10,1,"No",0,0.27,0.26,0,"Yes","No","No","No","No","Yes" +3215794,72,2,0,0,0,0,5,11,20,27,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1770563,204,8,26,54,75,117,37,151,293,472,53,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1641454,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2076304,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1289282,1027,8,0,1000,2000,3000,335,1041,2068,3235,171,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1485993,14,4,0,0,18,36,2,12,19,21,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2960607,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1846852,79,NA,0,0,0,0,0,0,3,6,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3183437,129,8,0,0,0,0,0,2,5,5,2,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1325919,350,8,0,0,0,0,7,13,27,49,0,"No",0,0.55,0.69,0,"No","No","No","Yes","No","No" +2161429,522,0,0,0,0,0,4,15,26,44,15,"No",0,0,0,0,"No","No","No","No","No","No" +2956122,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +1460453,140,52,0,0,0,0,0,10,10,10,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1490058,6,8,0,10,10,20,5,18,30,48,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2052314,217,2,0,0,90,90,24,65,114,299,12,"No",0,0.81,0.8,0,"Yes","No","No","Yes","No","No" +3077609,25,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2146148,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2238307,0,2,0,1412,2245,3042,0,0,0,0,67,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1612154,74,2,0,0,0,0,1,3,4,7,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2963153,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2083696,3,4,0,25,50,65,14,31,77,101,10,"No",0,0.87,0.91,0,"No","No","No","Yes","No","Yes" +3148435,48,4,12,29,49,69,32,99,198,286,13,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1661935,67,8,18,58,114,184,11,67,130,200,27,"No",0,1,1,0,"No","No","No","Yes","No","No" +1626918,91,8,7,0,100,100,18,45,89,127,34,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1550021,38,8,1,86,174,240,57,156,350,577,29,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3121801,7,8,0,0,0,3,3,4,5,7,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1661283,14563,4,0,0,0,0,0,0,10,21,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1526890,-1,12,1,10,10,10,3,10,13,18,0,"No",0,0.87,0.75,2,"No","No","No","Yes","No","Yes" +3208273,208,4,100,92,240,339,36,143,336,519,35,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1145858,0,9,0,3,4,6,0,1,2,2,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1424882,14,8,5,0,0,4,2,6,12,21,1,"No",0,0.1,0.17,0,"No","No","No","Yes","No","No" +1472780,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2018451,7,8,0,11,20,29,9,17,30,41,7,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1636516,0,2,0,5,7,10,2,4,8,10,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1374728,18,8,5,40,85,130,12,38,67,95,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1863148,51,8,0,0,0,0,2,14,24,41,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2136965,21,8,0,0,0,0,0,2,2,2,0,"No",0,0,0.06,0,"No","No","No","Yes","No","No" +1797031,17,4,0,0,0,0,2,11,16,29,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2156775,276,8,0,0,0,0,1,1,3,4,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1748018,95,8,0,0,0,0,0,5,20,52,2,"No",0,0.99,0.91,0,"Yes","No","No","Yes","No","No" +2222681,1,12,0,7,10,13,0,3,5,6,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1150116,7,2,7,9,16,16,9,30,39,49,2,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2090879,300,12,0,964,964,964,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1767877,-3,8,0,300,300,300,1,1,22,35,2,"No",0,0,0,3,"No","No","No","Yes","No","Yes" +1201199,44,8,2,16,40,64,2,17,36,76,12,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +3180653,10,8,4,24,40,64,8,28,54,68,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1737442,11,8,0,0,0,0,2,4,6,8,3,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1635147,6,8,0,0,0,0,0,1,1,1,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +3183667,6,2,0,145,145,145,0,0,0,0,0,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +1873949,11,8,0,1,1,1,2,2,8,14,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +2942113,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2072615,23,12,0,0,0,0,0,2,4,10,0,"No",0,0.72,0.79,0,"No","No","No","Yes","No","No" +2982721,3,4,0,1,2,3,1,1,4,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1633208,3,12,0,0,1,2,0,1,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1401585,11,2,0,0,0,0,0,0,0,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1311643,12,8,0,11,11,11,1,5,9,17,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1792857,8,8,0,0,0,7,0,3,9,12,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1422547,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1443387,25,4,0,14,28,42,6,16,41,94,8,"No",0,1,1,0,"No","No","No","Yes","No","No" +2982667,31,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2145293,21,2,0,0,0,0,0,2,3,3,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +3164736,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.25,0.16,0,"No","No","No","Yes","No","No" +1137820,756,3,3,0,255,486,56,249,459,705,111,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +3049177,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1326403,68,2,0,45,85,128,9,16,17,17,0,"No",0,0.58,0.83,0,"Yes","No","No","Yes","No","No" +3176921,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2807896,158,8,136,744,1248,1800,209,605,921,1293,152,"No",24,0.97,0.97,3,"No","No","Yes","Yes","No","No" +2843503,2,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1902281,5,8,0,0,0,1,0,0,1,4,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2164656,3,2,0,10,15,20,10,14,22,29,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2980398,146,8,3,0,0,36,13,53,94,137,20,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1593788,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +3091538,1170,8,0,0,0,0,1,3,8,18,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1563425,20,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1845446,4,4,0,3,6,12,1,4,8,11,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1584546,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1815541,36,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1224779,1254,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2027611,28,9,1,0,0,0,1,4,14,25,7,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1804821,1,2,0,10,10,10,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +2943139,12,8,0,12,24,36,9,16,31,41,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1808788,107,2,0,18,36,54,10,47,79,120,4,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +1234060,6,8,0,0,0,0,0,1,2,3,0,"No",0,0.61,0.62,0,"Yes","No","No","No","No","No" +1884326,24,10,0,0,0,0,2,2,3,6,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1311771,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +3127834,55,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2849073,1,2,0,20,40,40,17,29,45,60,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","Yes" +2886827,110,2,23,168,288,408,45,100,173,347,40,"No",0,1,1,0,"No","No","No","Yes","No","No" +3181734,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1806678,11,2,0,0,0,0,1,2,2,2,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +2107710,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1258970,4,8,0,0,0,0,0,0,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2183525,59,8,137,528,960,1416,155,492,835,1203,133,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +3264470,1,8,0,3,4,6,0,2,2,4,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3105146,48,8,9,40,60,100,9,41,100,154,85,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2971152,10,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2137630,3,9,2,1,2,3,0,1,3,3,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3226041,2300,2,40,950,2850,4750,372,995,2482,3807,486,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1192622,4597,8,0,0,0,0,184,565,1257,2303,241,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2312190,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.02,0.12,0,"No","No","No","Yes","No","No" +2290532,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +3111296,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2810206,96,8,0,0,0,0,2,4,9,13,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1783254,1,2,1,2,3,5,1,3,3,3,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2144912,10,9,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2941224,17,8,0,0,0,0,1,6,8,10,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1299121,218,13,14,219,401,524,27,92,327,611,39,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2150977,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1447531,17,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2170689,258,2,92,556,1176,1776,174,542,1064,1635,244,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3045938,39,9,13,0,0,0,2,4,19,35,7,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1901229,45,12,0,0,0,0,4,10,15,24,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3226291,6,8,0,0,6,12,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1901346,37,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1916142,2,8,0,10,10,10,1,3,5,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1735062,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1812585,4,4,0,0,0,0,2,6,10,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2894342,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1551407,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1221728,281,2,0,132,132,264,46,123,220,321,17,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +3220134,682,2,0,0,0,0,0,1,1,2,1,"No",0,0.46,0.68,0,"No","No","No","Yes","No","No" +1640816,1,4,0,11,11,11,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1455113,39,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1450050,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1714891,17,12,6,7,25,49,2,12,33,45,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1122191,3,8,1,5,10,13,1,3,6,7,3,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2059013,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1746354,0,2,5,10,10,10,0,0,0,0,0,"No",1,0,0,0,"Yes","No","No","Yes","No","No" +2198761,9,8,0,0,0,0,0,0,4,5,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2966559,83,4,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.58,0,"Yes","No","Yes","Yes","No","No" +3033916,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2836758,3,9,0,23,32,41,4,6,12,20,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1778320,1,2,0,18,19,19,6,12,12,12,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +1319537,250,12,0,244,244,244,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1868735,75,52,0,0,0,0,0,1,1,2,1,"No",0,1,1,0,"Yes","No","Yes","No","No","No" +3136198,102,4,19,240,360,520,65,186,374,512,62,"No",0,0.97,0.97,1,"No","No","No","Yes","No","No" +1305498,970,52,0,0,0,0,0,0,0,0,1,"No",0,0,0.59,0,"Yes","No","No","Yes","No","No" +1246214,15,2,0,0,0,2,2,4,6,9,2,"No",0,0.19,0.16,0,"No","No","No","Yes","No","No" +1260888,11,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1256805,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1463352,52,2,0,24,48,96,14,43,75,96,5,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1740521,249,8,1,233,349,465,31,154,264,386,65,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2128513,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1474722,379,4,165,728,1456,2236,266,702,1280,1763,214,"No",0,0.43,0.7,0,"No","No","No","Yes","No","No" +1770600,0,8,0,1,2,2,0,2,2,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2033192,4,9,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2818783,171,8,146,504,756,945,318,506,777,1055,138,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2132281,41,8,0,31,57,83,10,41,64,90,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2878260,3,2,0,8,8,8,0,0,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1198720,0,8,0,10,10,10,0,2,2,2,1,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +2949434,11,2,0,5,5,5,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +1526428,8,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1715677,11,4,0,0,0,0,0,0,1,1,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1461845,74,8,0,25,77,116,12,40,82,137,19,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1712117,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1794826,68,2,5,15,40,60,7,21,46,85,17,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1837355,446,8,37,96,384,480,98,279,569,902,107,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1749448,56,8,0,0,0,13,9,18,28,44,2,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +2009066,8,2,0,0,4,8,0,3,5,13,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2132184,4,8,0,0,0,4,0,4,4,4,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","Yes" +1733957,246,8,11,200,200,350,40,104,228,372,43,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1432951,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1652685,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1451401,50,8,0,1000,2000,2000,55,291,570,1072,292,"No",0,0,0,10,"No","No","Yes","Yes","No","Yes" +1844039,107,0,0,87,116,116,4,14,28,45,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +2305767,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2815969,1988,2,0,0,0,0,0,0,0,11,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +2081947,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","Yes" +2160817,131,8,88,246,519,818,110,342,695,1038,86,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1502234,43,8,0,0,0,0,0,0,2,2,1,"No",0,0.12,0.38,0,"No","No","Yes","Yes","No","No" +2019749,0,4,0,14,18,21,5,9,11,11,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +1200689,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1340806,76,8,0,0,30,60,8,51,99,143,8,"No",0,0.39,0.62,0,"No","No","Yes","Yes","No","No" +1806914,4,8,0,0,0,0,0,0,0,2,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1804702,10,2,0,0,0,1,2,6,10,11,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1220087,33,3,70,675,1215,1800,217,565,1062,1566,146,"No",90,0.42,0.46,29,"No","No","No","Yes","No","Yes" +1943491,6,2,4,16,36,56,2,23,41,50,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3116248,1,2,0,0,1,2,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1344951,1952,NA,0,0,0,0,0,8,8,16,11,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3275671,686,NA,0,0,0,0,3,12,30,48,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1450287,29,2,0,0,0,0,0,1,4,10,1,"No",0,0.78,0.81,0,"Yes","No","No","Yes","No","No" +1272488,143,12,60,0,0,0,0,3,4,7,6,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1390017,0,12,0,61,80,107,13,50,87,110,13,"No",7,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1465041,174,14,16,72,156,204,39,107,188,325,37,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1369443,106,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3102464,5,8,0,2,2,4,0,1,2,7,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +2285593,0,12,0,20,30,40,6,13,23,28,0,"No",7,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +1207407,1,8,0,3,5,7,2,3,4,5,1,"No",0,0.32,0.15,0,"No","No","Yes","Yes","No","Yes" +1129444,3,8,0,16,16,16,1,5,10,17,2,"No",0,0.06,0.5,0,"No","No","No","Yes","No","Yes" +3001287,74,2,3,190,313,436,71,189,272,311,55,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1885503,2,12,0,20,30,40,2,9,20,26,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3106499,4,4,0,2,3,5,0,9,13,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1429215,70,8,0,28,72,128,15,42,87,148,22,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1817317,6,8,0,127,203,269,27,100,160,236,53,"No",0,0.81,0.87,2,"No","No","No","Yes","No","Yes" +2212453,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.27,0.26,0,"Yes","No","Yes","Yes","No","Yes" +3115810,9,8,0,12,12,20,4,10,23,34,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1655651,2,NA,0,16,24,32,12,22,29,39,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2832449,14,12,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.68,0,"No","No","No","Yes","No","No" +3211622,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1296354,4,4,0,0,0,0,0,1,1,1,1,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1232142,2,8,0,2,4,6,2,3,5,11,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3039246,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2307512,16,2,0,8,20,32,0,1,3,3,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1540638,38,9,0,0,0,0,0,1,2,2,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2132363,1017,8,45,945,2115,3195,350,1007,1899,2871,323,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1598218,68,NA,0,0,0,0,0,1,2,4,8,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1705757,3,8,0,0,1,2,0,1,2,3,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +1759627,0,8,0,12,12,12,0,0,0,0,12,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","Yes" +1767713,13,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1562000,10,2,1,2,2,2,6,30,30,30,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3139164,-1,8,0,21,42,63,6,25,51,63,4,"No",0,0.08,0.26,1,"No","No","No","Yes","No","Yes" +1913318,136,2,29,188,514,867,64,271,621,872,126,"No",0,1,1,0,"No","No","No","Yes","No","No" +2107582,0,8,0,30,45,60,11,26,42,73,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1721730,11,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1193425,633,4,172,259,629,925,98,268,632,1138,62,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1790762,94,4,0,108,234,378,46,150,307,473,15,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1644308,8,12,20,76,132,172,60,140,170,233,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1176893,21,8,0,0,0,0,2,3,4,5,1,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +3073683,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +2112779,23,8,0,15,15,15,6,14,32,45,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1283086,4,2,3,24,52,68,5,19,38,61,3,"No",0,0.39,0.27,0,"No","No","No","Yes","No","Yes" +1747836,12,8,0,0,0,0,0,0,0,4,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +2102501,272,8,200,950,1700,2550,204,795,1499,2188,233,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2843183,0,8,0,5,5,5,0,3,4,5,1,"No",0,0.37,0.34,0,"No","No","No","No","No","Yes" +3082022,11,12,0,0,0,0,0,0,0,1,2,"No",0,0.92,0.83,0,"Yes","No","Yes","Yes","No","No" +2248021,2000,2,0,1000,1000,1000,0,0,0,0,0,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1991400,3,8,0,126,126,126,0,3,7,9,4,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3104165,16,4,0,0,0,0,4,12,14,17,1,"No",0,0.42,0.59,0,"No","No","No","Yes","No","No" +1451622,137,9,0,0,0,0,0,2,3,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1579631,57,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1544994,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.69,0.64,0,"Yes","No","Yes","Yes","No","Yes" +1428603,26,8,0,293,545,797,58,170,331,467,49,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1977069,29,2,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1438038,202,2,7,72,144,144,24,60,119,211,29,"No",0,0.73,0.81,0,"No","No","No","Yes","No","No" +1364517,18,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3282529,96,2,0,0,0,0,1,5,10,11,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1542870,10,10,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2895157,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2180495,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","No","No","No" +1766732,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1712997,73,8,0,0,0,0,3,6,24,41,3,"No",0,0.91,0.79,0,"No","No","Yes","Yes","No","No" +3055039,5,8,0,24,40,56,5,19,33,62,2,"No",8,0.55,0.4,0,"No","No","No","Yes","No","Yes" +2968897,380,0,0,0,257,502,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1340522,115,8,11,1217,1997,2861,240,715,1353,1888,250,"No",84,0.59,0.59,0,"No","No","No","Yes","No","Yes" +2165804,199,12,3,0,0,0,11,50,97,152,25,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1636732,5,2,0,0,0,0,0,0,0,2,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +2268030,23,8,0,0,0,0,0,0,1,3,0,"No",0,0.62,0.52,0,"No","No","No","Yes","No","No" +2128467,658,NA,16,0,0,0,16,55,117,197,24,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2271618,8,NA,1,0,0,0,0,2,4,10,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1257900,4709,52,0,0,0,0,0,55,93,107,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2927657,4,8,0,1,3,5,3,3,9,14,3,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3164626,6,2,4,12,28,44,6,20,37,39,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1751675,32,2,0,10,35,65,13,26,34,83,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1641781,4,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1325103,5,8,0,0,0,5,3,3,6,11,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2207373,87,8,0,300,300,300,62,130,188,241,58,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1453266,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2096233,50,8,4,60,120,160,6,50,121,158,0,"No",0,0.99,0.89,0,"No","No","No","Yes","No","No" +3052555,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1250906,1,8,0,80,120,160,8,28,51,72,15,"No",0,0.84,0.71,0,"No","No","No","Yes","No","Yes" +1202906,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1981401,3,14,0,0,0,0,0,1,1,1,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1998703,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3127468,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1157295,3,8,0,0,0,1,1,6,8,11,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +3173039,91,2,0,0,0,0,5,9,48,58,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1989420,2,9,0,1,1,1,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1968954,148,8,11,509,509,509,35,107,237,427,48,"No",0,0,0,0,"No","No","No","Yes","No","No" +2008160,39,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1525260,2,2,0,8,8,24,1,6,14,20,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +2011965,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1450978,2,4,0,9,13,15,3,5,7,13,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3161653,2,8,0,0,0,1,0,1,1,2,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1165240,110,4,0,0,22,43,10,40,89,146,12,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3094816,90,12,0,0,0,0,2,7,30,36,1,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1949381,8,8,0,31,59,105,8,37,82,104,15,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +1876078,25,8,0,0,0,0,0,0,3,3,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1777719,2,8,0,1,3,4,1,2,2,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1668343,80,12,0,0,0,0,0,0,1,1,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2276068,91,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1491786,16,4,0,3,3,3,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2813094,1,8,0,1,1,2,0,0,1,1,1,"No",1,0.84,0.82,0,"No","No","No","Yes","No","No" +2912247,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1416529,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.86,0,"No","No","No","Yes","No","No" +2111214,149,8,5,20,120,200,21,91,228,332,30,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1375112,9,8,0,0,0,0,0,0,1,2,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1999098,4,4,4,2,5,7,1,10,28,45,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2282082,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3257516,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2002168,6,2,0,25,25,25,1,8,16,21,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1674498,384,8,21,523,907,1387,177,526,1055,1654,171,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1919616,100,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3076408,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2051899,29,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2079016,31,8,0,0,110,110,1,5,20,24,10,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2918601,0,8,5,15,20,30,7,21,28,30,3,"No",0,0.77,0.76,0,"No","No","No","Yes","No","No" +1814826,29,6,1,16,16,51,5,20,53,66,6,"No",12,0.68,0.69,0,"No","No","No","Yes","No","No" +1208318,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1775777,0,2,0,26,26,26,1,1,1,1,2,"No",0,-99,0,0,"Yes","No","No","Yes","No","Yes" +1646395,8,8,0,10,18,27,0,9,13,25,0,"No",0,0.86,0.81,0,"No","No","No","Yes","No","No" +2231980,20,15,5,0,0,0,1,7,10,16,2,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +2110356,0,8,0,0,0,5,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1490039,23,2,0,0,0,0,0,0,0,4,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3016927,44,8,7,28,71,106,10,40,90,129,19,"No",0,0.76,0.71,0,"No","No","No","Yes","No","No" +1535385,14,16,2,58,82,106,7,29,59,93,11,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1370159,4,8,0,37,68,89,26,42,64,83,5,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +1428811,0,5,0,17,27,31,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1331530,0,8,0,435,435,435,0,0,0,0,1,"No",0,0.74,0.7,0,"Yes","No","Yes","Yes","No","Yes" +1369386,1060,8,137,1224,2184,3384,351,1342,2531,3576,290,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +3180287,153,9,0,0,0,0,0,13,55,83,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1955842,46,2,0,0,0,0,3,9,13,14,0,"No",0,1,0.86,0,"No","No","No","Yes","No","No" +3141981,99,2,0,0,0,0,0,0,1,1,1,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +1666561,0,8,0,6,7,8,6,8,9,13,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2245358,14,8,0,0,9,18,2,7,14,21,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2189658,8,3,0,0,0,0,0,1,1,2,0,"No",0,0.93,0.9,0,"Yes","No","No","Yes","No","No" +3183690,0,2,0,18,18,18,0,0,0,0,1,"No",0,0.88,0.91,0,"Yes","No","Yes","Yes","No","Yes" +2899846,49,2,0,0,0,0,0,0,4,51,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2261409,17,4,0,67,121,166,27,70,122,191,0,"No",8,0.1,0.08,0,"No","No","No","Yes","No","Yes" +1296034,314,8,57,288,624,1128,219,588,1003,1369,174,"No",0,0.32,0.15,0,"No","No","No","Yes","No","No" +1581916,5,8,2,5,5,6,3,5,6,9,10,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1234772,26,4,0,0,0,0,0,1,1,2,0,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +1922308,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1433673,1,2,0,7,10,13,3,6,11,12,0,"No",0,0.33,0.44,0,"No","No","No","Yes","No","Yes" +1882792,12,8,0,0,0,0,2,2,6,11,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2231776,10,4,0,4,4,8,4,6,9,10,3,"No",0,0.96,0.86,0,"No","No","No","Yes","No","Yes" +1865624,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3219085,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +1753795,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +3200913,158,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1809299,8,8,0,20,40,60,4,12,22,39,5,"No",10,0.93,0.94,0,"No","No","No","Yes","No","Yes" +2071379,35,8,0,0,0,0,0,0,1,1,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +3116123,69,12,0,0,0,0,2,2,6,6,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1563948,47,3,0,12,12,12,7,13,13,13,4,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","No" +3277722,28,2,0,15,40,70,4,14,19,19,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +2942876,0,8,0,0,0,0,216,432,864,1080,0,"No",0,0.55,0.66,0,"No","No","Yes","Yes","No","No" +1142824,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1208240,0,8,0,13,23,33,8,21,36,51,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2075364,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1140422,5,2,0,0,0,0,0,1,2,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1406465,0,8,0,7,13,14,0,4,7,10,1,"No",0,0.99,0.83,0,"No","No","No","Yes","No","Yes" +1756612,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3239574,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1997257,6,12,0,8,8,8,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3278164,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1253023,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +1436281,44,8,0,82,108,147,9,46,90,144,28,"No",13,0.3,0.3,0,"No","No","No","Yes","No","No" +1661661,49,8,0,0,0,0,8,10,52,62,7,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1331382,65,8,15,3,36,68,11,35,70,131,18,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +3192866,27,2,0,10,20,60,6,23,39,48,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1977588,0,2,11,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1252041,36,4,0,0,0,0,0,0,0,0,3,"No",0,0.76,0.89,0,"Yes","No","No","Yes","No","No" +2189108,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1561602,79,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +3033314,359,2,111,956,1747,2701,300,938,1654,2299,254,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2850342,64,8,2,0,32,32,3,20,60,84,19,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +3106679,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2157847,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1194272,8,4,4,0,0,0,0,2,2,2,1,"No",0,0.28,0.57,0,"Yes","No","No","Yes","No","No" +1781199,401,8,485,340,340,340,106,386,760,1262,63,"No",0,0,0,0,"No","No","No","Yes","No","No" +1865952,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +3229921,9,4,0,0,0,0,1,2,4,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3227184,2,8,3,4,6,10,0,3,5,7,2,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2234456,97,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.22,0,"No","No","No","Yes","No","No" +3178894,5,4,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1494625,32,2,16,32,88,120,5,26,65,146,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2080529,0,8,0,16,32,40,6,13,28,41,4,"No",0,0.83,0.81,0,"No","No","No","Yes","No","Yes" +1820725,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1745704,47,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1604066,68,12,0,0,0,0,0,0,0,6,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2104242,10,8,0,0,0,0,0,2,2,2,0,"No",0,0.66,0.67,0,"Yes","No","No","Yes","No","No" +1653722,0,8,0,5,6,6,0,0,0,0,0,"No",1,0.42,0.36,0,"Yes","No","No","Yes","No","No" +3115839,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1705354,43,8,30,90,150,210,18,62,134,193,26,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2123088,164,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1187982,165,8,4,94,266,387,42,142,306,499,48,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1552602,3,2,0,0,0,0,3,7,12,12,0,"No",0,0.69,0.71,0,"Yes","No","No","Yes","No","Yes" +1300326,18,2,30,8,8,8,0,0,0,0,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1834465,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1645625,127,12,4,24,24,64,14,49,92,146,17,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3260605,332,8,21,270,450,540,54,216,400,648,60,"No",0,0.61,0.6,2,"No","No","No","Yes","No","No" +1384196,21,8,16,0,8,14,3,8,29,44,4,"No",0,0.81,0.67,0,"No","No","No","Yes","No","No" +1192232,157,4,0,0,80,120,13,33,118,142,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1387441,178,8,106,208,312,312,47,116,245,462,69,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1219665,11,8,10,0,0,0,1,1,3,5,3,"No",0,0.66,0.72,0,"No","No","No","Yes","No","No" +3131010,-9,12,0,1333,2072,2842,322,1168,2250,4307,167,"No",0,0.7,0.76,26,"No","No","Yes","Yes","No","Yes" +1319877,206,12,0,0,0,0,13,31,61,92,7,"No",0,0.54,0.22,0,"No","No","No","Yes","No","No" +2162290,495,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +2993017,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1962583,14,8,64,448,640,832,118,324,442,623,168,"No",64,0.84,0.77,5,"No","No","No","Yes","No","Yes" +1272445,1,2,0,2,4,6,3,4,9,11,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1915333,6,2,0,13,29,38,5,16,25,40,0,"No",2,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +1230178,19,2,0,288,480,660,58,176,323,511,50,"No",12,0.86,0.88,4,"No","No","No","Yes","No","Yes" +2124625,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1367309,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1414208,94,12,1,60,93,153,38,86,162,265,26,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1601252,1,12,0,2,2,3,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1854231,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1449218,5999,8,0,0,0,0,0,4,5,7,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3136685,6,10,33,0,33,66,11,27,55,84,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1823604,0,4,0,2,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1473871,5,9,10,84,98,133,6,18,21,22,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3223041,10,2,0,20,40,40,3,14,19,24,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1876528,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2894191,524,8,206,648,1164,1644,225,610,1322,2041,219,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3122789,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1445813,0,8,0,0,0,4,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3087664,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2919755,75,2,0,0,0,0,0,6,15,25,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2221724,2,8,0,0,0,1,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1932294,12,2,0,18,42,72,19,41,61,77,4,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1313959,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","Yes" +3059071,951,NA,0,0,0,0,4,9,20,32,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2122865,14,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2236347,8,4,0,0,0,0,1,3,3,3,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +1193513,52,9,0,18,36,63,4,18,48,83,15,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1772043,8,8,0,5,5,5,0,0,2,6,0,"No",5,0.42,0.36,0,"No","No","No","Yes","No","No" +1306749,191,52,0,0,0,0,2,8,13,16,3,"No",0,0.87,0.55,0,"Yes","No","No","No","No","No" +1741813,2718,8,0,0,0,0,1,10,50,63,6,"No",0,-99,0,0,"Yes","No","Yes","Yes","No","No" +1324539,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +3163458,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","Yes","Yes","No","No" +1237082,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2124179,2,2,0,9,9,9,3,5,10,14,0,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +2200106,4,12,8,0,8,8,0,4,8,15,1,"No",0,0.46,0.38,0,"No","No","No","Yes","No","No" +1280602,48,8,0,0,0,0,5,8,17,29,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1457134,59,2,0,0,0,0,0,3,3,4,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3014220,21,8,0,0,0,0,1,2,3,6,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1160113,16,8,0,32,64,88,1,18,35,54,3,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +2292398,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1118095,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +3240495,12,12,0,0,0,0,0,3,6,8,0,"No",0,0.65,0.75,0,"No","No","No","Yes","No","No" +2027673,74,8,0,0,0,0,0,0,0,1,2,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1359917,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1147289,6,8,0,0,0,0,0,0,1,1,2,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1278695,1162,4,252,0,228,684,225,693,1619,2347,0,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +1596632,47,12,0,623,1063,1503,112,387,787,1205,92,"No",0,0.88,0.86,4,"No","No","Yes","Yes","No","Yes" +1661808,5,2,1,12,24,36,3,10,20,29,0,"No",0,0.1,0.17,0,"No","No","No","Yes","No","No" +1186533,284,9,72,156,252,444,108,396,667,1069,132,"No",0,0.71,0.45,0,"No","No","Yes","Yes","No","No" +3015379,1,10,0,9,17,23,1,4,13,19,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3137130,28,8,0,0,0,0,1,2,2,2,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1596826,5,8,0,0,0,0,1,1,1,2,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1648404,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","Yes" +2268552,0,2,0,5,8,8,1,2,2,2,0,"No",1,0.73,0.76,0,"Yes","No","No","Yes","No","Yes" +2941072,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3164324,145,8,50,162,368,573,70,232,442,676,48,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1760316,2,8,0,1,2,3,0,1,2,2,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1753325,8,2,1,32,48,80,7,17,26,42,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1559746,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1871051,0,2,0,25,25,50,8,16,30,51,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2049851,14,2,0,12,24,36,1,9,14,25,0,"No",0,0.97,0.89,0,"No","No","No","Yes","No","No" +3252399,20,8,0,0,0,0,2,10,14,19,1,"No",0,0.74,0.75,0,"No","No","No","Yes","No","No" +2288091,0,8,0,8,10,14,1,3,6,10,3,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +3091153,379,2,47,156,469,664,43,162,259,1643,240,"No",0,0.9,0.81,3,"No","No","No","Yes","No","No" +2203456,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3121315,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1511403,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1892984,2,9,0,1,2,3,0,1,3,3,1,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +2249885,6,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1727605,9,4,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1675694,250,2,0,160,320,640,61,135,269,421,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +2221581,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1953207,10,8,0,12,12,12,2,4,8,15,0,"No",0,0.14,0.14,0,"No","No","No","Yes","No","No" +2128310,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1866458,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +2846113,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1706568,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1669616,13,12,0,43,98,143,9,38,73,114,24,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2311410,6,8,0,0,0,0,1,3,3,3,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1708732,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2892254,9,4,0,0,0,0,0,0,1,1,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1241015,970,12,0,0,0,0,0,2,6,6,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2832193,12,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1982838,0,8,0,3,4,6,2,3,5,5,0,"No",0,0.85,0.56,1,"No","No","No","Yes","No","Yes" +1245185,1194,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1786271,7,12,0,0,0,0,0,3,5,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1852411,10,8,0,0,0,0,0,0,0,4,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3057284,2,8,0,15,25,30,3,13,15,28,3,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +3025678,16,2,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1695813,52,8,0,0,70,105,2,19,50,69,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1257435,47,2,0,65,130,195,23,59,125,151,12,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1557039,0,2,0,12,37,37,0,0,0,0,0,"No",0,0.68,0.76,0,"Yes","No","No","Yes","No","No" +1678501,718,12,216,0,216,216,24,138,295,572,123,"No",0,-99,0.25,0,"No","No","No","No","No","No" +1287039,12,2,12,0,0,0,0,0,0,0,1,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1802792,189,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2061198,10,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1567802,10,2,0,0,0,0,0,1,2,2,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +2306606,3,4,0,0,0,0,4,4,4,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1231439,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3240617,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2304843,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3200368,2,8,1,0,0,1,0,0,1,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1447458,27,8,0,0,12,31,9,18,34,41,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1495794,197,8,0,400,400,400,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3134252,77,8,10,14,42,77,14,42,79,115,25,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1282517,82,8,0,0,120,120,0,40,80,122,8,"No",0,0,0,0,"No","No","No","Yes","No","No" +3055417,0,8,7,10,10,20,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1127790,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1659234,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1411616,4,12,0,4,8,12,3,9,11,15,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2009706,3,8,0,0,0,0,3,7,7,7,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1321754,21,2,0,0,0,0,0,0,2,2,3,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +3003412,23,14,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2946869,9,12,1,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1224180,22,8,6,177,291,405,37,129,236,379,41,"No",23,0.47,0.62,4,"No","No","No","Yes","No","Yes" +1581672,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3155985,70,8,0,0,0,0,8,15,34,81,6,"No",0,0.95,0.84,4,"No","No","No","Yes","No","No" +1499163,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1624190,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3119414,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1113639,212,8,10,330,330,660,40,169,311,449,62,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2146410,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1901297,0,2,0,6,6,12,2,4,5,6,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2219815,1,12,0,2,4,6,0,3,4,6,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2061451,6,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2254781,50,8,3,0,0,0,2,11,18,29,5,"No",0,0.36,0.44,0,"No","No","Yes","Yes","No","No" +2146314,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1287605,10,8,0,0,0,2,0,1,6,9,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +3194368,49,2,0,0,0,0,11,40,85,85,14,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +3259286,242,9,0,0,0,0,5,7,8,16,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2114658,11,9,0,0,0,0,2,2,2,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2980556,177,2,0,0,0,0,0,0,1,2,1,"No",0,0.18,0.09,0,"No","No","No","Yes","No","No" +2264637,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1137184,36,8,0,42,72,132,3,17,61,105,40,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1418513,17,2,0,0,0,0,0,2,2,3,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1820794,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1600603,196,52,0,0,0,0,1,2,2,4,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1448968,25,12,0,38,68,91,8,28,66,99,29,"No",2,0.76,0.73,0,"No","No","No","Yes","No","No" +1585463,25,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1266578,0,8,0,2,3,4,1,2,2,4,1,"No",0,0.83,0.81,0,"No","No","No","Yes","No","Yes" +3261510,22,8,0,0,0,0,0,4,4,5,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3104959,-11,2,0,1124,1747,2357,343,664,779,814,89,"No",49,0.73,0.7,16,"No","No","No","Yes","No","Yes" +1399537,12,8,0,0,0,0,0,1,2,6,2,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3061979,5,2,0,0,3,3,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2061995,18,2,0,0,0,0,2,5,8,9,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3033446,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +2872328,198,8,193,160,160,160,44,109,215,373,258,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1346056,4,2,3,6,12,19,1,8,16,20,0,"No",0,0.92,0.97,0,"No","No","No","Yes","No","No" +1322558,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2116299,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2116206,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1114827,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2303906,4,2,0,0,10,10,3,3,5,13,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1709546,133,8,3,288,288,288,17,3132,3356,3522,91,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3138390,3,8,0,0,0,0,0,0,2,5,1,"No",0,0.77,0.64,0,"Yes","No","No","Yes","No","No" +2249616,14,13,0,240,315,375,33,81,154,289,5,"No",22,0,0,0,"No","No","Yes","Yes","No","Yes" +1157529,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1329819,21,9,0,0,0,0,2,5,15,25,3,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +1926589,87,8,0,0,0,0,0,0,5,5,0,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +3191185,38,8,4,66,122,192,15,56,120,157,18,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1295626,190,12,5,500,500,500,80,244,410,590,48,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1627051,11,12,0,0,0,0,1,2,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1700808,10,8,0,25,50,50,9,19,35,43,2,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1312232,0,2,0,1927,2467,3007,1,1,1,1,74,"No",0,0.66,0.4,0,"No","No","No","Yes","No","Yes" +1616191,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1401818,23,14,0,0,0,0,2,5,8,10,2,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +2019863,238,2,0,0,0,0,1,5,9,14,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1935798,16,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +1814698,3,8,0,0,0,0,1,1,2,3,0,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +2960522,1,8,0,0,0,0,1,2,3,5,1,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1428829,990,8,0,0,0,0,10,10,70,130,6,"No",0,0.99,0.75,0,"Yes","No","Yes","Yes","No","No" +1711128,447,8,193,579,1343,2066,291,875,1623,2467,814,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1757273,12,2,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3145440,13,9,0,0,18,27,6,15,34,60,9,"No",0,1,1,0,"No","No","No","Yes","No","No" +1628158,171,8,2,0,0,345,15,52,97,146,25,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2001290,20,2,0,20,40,60,3,10,45,54,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1753831,0,2,0,90,90,90,0,99,99,99,0,"No",0,0.68,0.82,0,"Yes","No","No","Yes","No","Yes" +1274682,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","Yes" +3276993,3,12,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2279965,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1464181,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2835197,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1387471,64,8,5,40,52,88,8,43,79,119,23,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2060039,2049,8,60,0,0,0,60,309,639,1035,216,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1473406,6,8,3,0,7,14,2,9,14,15,2,"No",0,0.74,0.84,0,"No","No","No","Yes","No","Yes" +1683788,131,3,0,0,0,0,1,2,7,7,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1759127,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1910917,79,2,36,34,85,154,15,56,105,147,22,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2124600,5,9,0,0,0,0,2,3,6,6,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1470005,0,12,0,14,14,14,5,17,25,35,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","Yes" +1570806,24,2,0,0,0,16,2,15,38,47,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1784912,10,8,4,14,29,44,8,14,27,44,3,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +1187303,29,12,0,0,0,0,0,0,0,2,0,"No",0,0.75,0.7,0,"No","No","No","Yes","No","No" +1412939,132,4,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1887140,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","Yes" +2963186,13,8,0,0,0,0,1,1,4,5,0,"No",0,0.07,0.19,0,"Yes","No","Yes","Yes","No","No" +2262391,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2260262,0,8,14,37,76,116,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","Yes","No","No","No" +1737915,52,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1953034,613,8,800,1440,2880,4480,745,1462,3223,4277,579,"No",0,0.75,0.88,0,"No","No","No","Yes","No","No" +2931032,90,13,3,35,50,65,15,32,51,86,24,"No",0,1,1,0,"No","No","No","Yes","No","No" +1241982,7,4,1,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1625730,140,8,0,80,160,240,29,85,167,256,40,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1417851,0,9,0,4,5,7,0,3,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3101657,331,8,0,0,0,0,5,14,21,28,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1523709,14,2,0,41,81,129,5,23,58,98,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1782917,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2200325,8,8,0,14,42,56,6,18,34,51,7,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3153465,276,12,0,0,0,0,0,0,0,0,12,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2189562,6,2,0,1,1,1,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1152313,44,8,0,16,16,16,4,16,36,63,30,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2922994,129,8,0,0,0,0,4,7,15,18,5,"No",0,0.06,0.18,0,"No","No","No","Yes","No","No" +1156423,0,12,0,6,8,11,0,3,6,6,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +2977832,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2037445,10,2,0,0,0,30,0,4,4,9,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1986256,0,8,0,23,23,23,1,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2272262,190,2,7,310,581,840,73,255,504,753,101,"No",0,0.74,0.81,0,"No","No","No","Yes","No","No" +1210745,355,2,160,80,309,549,92,239,472,688,89,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +1914311,10,8,0,0,4,12,1,6,11,22,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1536178,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.51,0,"No","No","Yes","Yes","No","No" +2915608,327,8,61,220,396,572,86,268,565,906,92,"No",0,1,1,0,"No","No","No","Yes","No","No" +1125736,0,9,0,3,4,5,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1660665,1,8,0,0,0,0,0,2,2,2,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +2142658,13,12,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1618567,109,4,96,25,115,211,34,132,240,339,25,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1566849,1,8,0,3,6,9,4,8,13,18,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +3197540,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1902137,31,8,0,0,0,0,0,1,2,3,0,"No",0,0.74,0.87,0,"No","No","No","Yes","No","No" +1774833,91,2,0,38,114,171,10,43,111,196,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","Yes" +1722762,2,8,0,38,62,86,11,27,42,68,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +2811149,17,4,0,0,5,5,25,76,139,212,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2970118,21,2,0,0,0,0,0,7,38,43,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1559940,807,8,0,0,0,0,0,0,1,2,4,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1113870,19,8,0,0,18,36,1,7,17,19,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1403745,3,8,0,20,35,55,3,19,38,54,3,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +3001894,198,12,0,62,161,272,73,177,328,479,22,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2881882,426,8,9,138,368,552,176,414,605,764,195,"No",0,0.62,0.56,0,"No","No","Yes","Yes","No","No" +1340169,15,2,0,0,14,21,0,0,10,34,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +3284511,25,4,0,0,0,0,0,0,2,2,2,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1363059,10,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3057073,7,8,0,6,12,18,1,4,7,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1219478,5,2,0,0,0,15,0,2,2,3,0,"No",0,0.48,0.73,0,"Yes","No","No","Yes","No","No" +1383495,7,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1770624,6,8,0,0,0,3,0,2,3,7,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1223372,56,8,2,102,182,273,50,116,259,376,30,"No",0,0.52,0.53,0,"No","No","No","Yes","No","No" +1818484,743,2,0,0,0,0,1,4,22,26,19,"No",0,0,0.33,0,"Yes","No","Yes","Yes","No","No" +2210628,451,8,0,0,0,0,0,12,42,66,2,"No",0,1,0.41,0,"Yes","No","No","Yes","No","No" +2178009,7,2,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1291527,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2966597,0,2,0,5,11,11,0,0,0,0,0,"No",0,0.53,0.53,0,"Yes","No","Yes","Yes","No","Yes" +3254146,9,4,0,0,0,0,0,0,3,4,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1150471,5,2,0,9,9,9,1,3,8,11,0,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +2188498,460,8,1,0,0,0,10,33,71,123,21,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1925178,105,9,26,0,24,24,14,27,74,127,31,"No",0,0.86,0.84,1,"No","No","No","Yes","No","No" +1207674,373,8,0,0,0,0,2,5,17,21,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3269856,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.6,0,"No","No","No","Yes","No","No" +2861316,3,8,0,0,1,3,0,1,3,5,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1361517,230,3,47,252,540,792,125,361,675,943,149,"No",0,1,1,15,"No","No","No","Yes","No","No" +1804979,17,8,0,0,0,0,0,0,0,0,3,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2073656,147,8,0,0,0,0,0,0,4,4,2,"No",0,-99,1,0,"No","No","Yes","Yes","No","No" +1852355,410,2,155,370,838,1306,144,493,1039,1546,153,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2939653,0,8,0,2,4,5,1,1,2,3,2,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +3194500,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1665035,64,12,8,30,43,82,17,58,111,157,30,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1217967,11,8,0,0,0,25,1,4,5,11,0,"No",0,0.79,0.91,0,"No","No","No","Yes","No","No" +2081447,165,2,17,130,370,580,60,217,428,600,70,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1880881,-31,8,0,157,225,295,36,107,196,295,20,"Yes",20,0.23,0.43,32,"No","No","Yes","Yes","No","Yes" +1857742,22,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2934355,0,2,0,7,7,7,5,6,6,6,1,"No",0,0.93,0.86,0,"Yes","No","No","Yes","No","Yes" +2835468,125,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.85,0,"No","No","No","Yes","No","No" +1638224,0,12,0,18,18,18,1,3,9,16,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1699041,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1750933,2,12,0,0,0,0,0,0,0,1,1,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +2191126,51,2,0,0,0,0,1,4,6,19,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2048858,191,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1475153,144,2,0,180,396,630,0,1,1,1,55,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1266686,579,52,0,0,0,0,5,28,52,106,25,"No",0,0.88,0.85,0,"Yes","No","No","Yes","No","No" +3226394,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1875168,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +1674894,1189,NA,0,0,0,0,2,11,21,43,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1165383,1,12,0,6,12,12,0,3,7,8,0,"No",0,0.47,0.39,0,"No","No","No","Yes","No","Yes" +1962263,64,2,0,108,180,270,47,78,113,126,39,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2252959,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.39,0,"Yes","No","No","Yes","No","No" +1552160,4,2,0,3,8,9,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1298390,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2232801,0,9,0,7,7,7,2,2,4,6,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2804663,8,4,0,0,72,72,0,4,8,11,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2303476,4,8,0,3,3,3,2,7,11,15,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2949413,5,5,0,0,1,4,2,3,6,10,2,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +3148852,82,8,35,208,409,604,110,258,464,728,59,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1331792,3,12,0,18,24,30,7,18,28,39,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","Yes" +1448413,2,2,0,20,50,100,10,30,76,113,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3248152,3,4,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3267299,0,9,0,2,2,2,0,0,0,1,2,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1593859,2,8,0,8,8,8,3,7,14,23,2,"No",0,0.5,0.75,0,"No","No","No","Yes","No","Yes" +1689715,1,8,0,30,45,45,5,15,32,44,0,"No",0,0.29,0.29,0,"No","No","Yes","Yes","No","Yes" +3244857,3338,8,0,0,0,0,1,1,2,3,82,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1219138,9,4,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2268087,2,8,2,0,1,3,0,1,4,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1385839,8,12,0,24,24,24,2,8,10,11,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1448651,4,8,27,21,42,63,15,41,79,113,9,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1149944,27,8,0,0,0,0,0,2,4,8,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +3116872,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2263931,10,8,0,0,2,4,0,0,1,8,1,"No",0,0.78,0.67,0,"No","No","No","Yes","No","No" +1309349,80,2,0,0,0,0,0,0,15,15,1,"No",0,0.86,0.89,0,"No","No","Yes","Yes","No","No" +1473221,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1390688,104,2,0,0,0,0,0,0,10,18,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3208423,41600,2,2400,132000,236000,336000,38975,115757,230052,355948,27628,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1267073,4,4,2,0,2,2,0,0,0,0,0,"No",0,0.96,0.83,0,"Yes","No","No","Yes","No","No" +3256295,3,2,1,1,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +2016975,1440,8,257,0,0,1008,264,739,1380,2080,363,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2838748,1,9,0,4,4,4,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2266228,1114,8,705,1550,3100,4900,514,1603,3052,4599,464,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1949895,20,12,0,20,20,20,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1605289,54,8,0,0,0,0,3,9,19,21,1,"No",0,0.7,0.58,0,"Yes","No","No","Yes","No","No" +2090624,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +2929281,48,8,0,0,14,84,4,49,129,145,0,"No",0,0.75,0.76,0,"No","No","No","Yes","No","No" +1322544,815,16,89,494,926,1502,238,667,1397,2120,295,"No",0,0.76,0.63,0,"No","No","Yes","Yes","No","No" +2008197,263,2,0,0,0,0,9,33,37,47,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1877582,7,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1251024,23,8,0,0,0,16,3,7,15,22,11,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1739707,81,9,12,30,90,150,32,73,159,241,54,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2971274,16,9,0,12,12,12,2,4,10,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2919595,3,8,0,20,30,40,4,12,17,19,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1160373,15,8,6,0,9,15,5,8,21,39,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1617897,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.9,0,"Yes","No","No","Yes","No","No" +3256703,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1262279,161,2,97,101,101,197,43,105,209,316,48,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2824962,1704,12,0,0,153,1333,108,546,1443,2414,246,"No",0,0.69,0.72,3,"No","No","No","Yes","No","No" +2286749,0,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1330186,28,8,0,0,0,0,5,16,27,44,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1643394,1152,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1388091,17,12,1,0,0,0,0,1,12,13,3,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +2961049,6,2,0,0,0,0,0,1,2,2,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","No" +1129999,1,12,0,5,8,11,4,5,9,14,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +3073221,12,2,0,0,0,0,0,1,1,1,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +2182841,14,12,0,0,0,0,0,0,1,2,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1504287,3216,8,936,2000,4000,6000,731,2076,4074,6721,845,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1569077,6,8,0,16,26,36,1,9,16,28,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1553631,5,8,0,33,37,37,2,5,14,27,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2863542,100,NA,0,0,0,0,0,0,0,0,29,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1759300,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"Yes","No","Yes","Yes","No","No" +2230597,12,9,0,0,0,12,0,1,6,12,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2962627,1,8,1,2,3,5,1,3,6,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1723575,74,8,0,325,595,829,79,315,611,902,95,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1371394,3,2,0,0,2,3,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1390096,181,17,0,0,0,0,0,9,24,34,1,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1829426,558,12,36,0,300,600,74,251,533,830,100,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1251753,0,12,0,5,5,5,1,3,5,6,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +2254034,11378,8,1750,13500,21000,31500,3763,10245,19653,28950,2592,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3205737,2,8,0,0,0,0,2,4,6,7,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1165480,7,12,0,0,0,0,0,0,1,5,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1235708,3,9,0,0,0,0,0,2,3,3,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1893518,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1227281,165,4,160,173,384,552,95,261,472,699,45,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1546381,1,3,0,4,8,12,1,5,6,9,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1785574,2,8,0,1,3,4,0,2,4,4,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3139209,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3162492,26,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2097117,0,2,0,4,7,7,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","Yes" +1579263,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3265959,113,2,0,0,30,30,11,32,63,118,9,"No",0,0.37,0.33,0,"No","No","Yes","Yes","No","No" +1358808,16,52,0,0,0,0,1,3,6,9,1,"No",0,0.66,0.65,0,"Yes","No","No","Yes","No","No" +1534949,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1208164,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3259300,11913,4,0,0,0,0,593,3224,5789,9049,95,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3181509,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +3150953,14,8,0,0,0,0,2,5,13,18,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +3130953,144,14,0,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2879092,11,8,0,0,0,0,1,3,3,4,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3145740,30,9,0,0,0,0,0,3,3,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1856337,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1431838,4,9,6,0,2,6,0,4,8,9,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1327986,47,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3190370,11,4,0,0,0,0,0,0,1,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3227757,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1761884,98,8,1,0,0,11,6,22,51,82,11,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2930264,14,12,0,62,99,99,11,21,46,70,11,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1321524,324,8,2,0,0,0,6,27,161,212,21,"No",0,1,1,0,"No","No","No","Yes","No","No" +3094279,184,10,0,0,0,0,3,7,9,10,13,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1192672,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2106416,5,2,25,0,0,0,2,3,3,3,1,"No",0,0.63,0.7,0,"Yes","No","No","Yes","No","No" +1568461,25,0,0,0,0,0,1,3,12,14,2,"No",0,0,0,0,"No","No","No","No","No","No" +1563905,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1315675,19,2,0,42,63,63,7,8,14,14,4,"No",0,0.23,0.23,0,"Yes","No","No","Yes","No","Yes" +2999357,100,3,0,0,0,4,4,10,31,34,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3145841,0,2,0,13,19,19,0,0,0,0,1,"No",0,0.77,0.64,0,"No","No","No","Yes","No","No" +1353973,222,8,1,0,0,240,20,54,118,199,56,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1332992,392,8,0,1120,1680,2520,346,1070,2036,2897,645,"No",0,0.08,0.05,0,"No","No","Yes","Yes","No","Yes" +1742315,0,8,0,25,50,50,7,15,28,43,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1394929,19,8,0,0,0,0,6,16,32,41,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1270978,-15,6,0,122,151,180,31,97,223,271,39,"No",0,0.82,0.79,15,"No","No","No","Yes","No","Yes" +1145470,0,8,0,10,20,20,2,5,12,14,1,"No",0,0.88,0.87,0,"No","No","No","Yes","No","Yes" +2891994,62,8,52,120,216,264,149,407,798,1136,34,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1357987,17,8,0,2,9,21,0,5,10,14,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3234642,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1345219,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1454103,20,2,0,0,10,20,2,13,16,17,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1492316,57,9,3,31,61,81,8,25,54,95,0,"No",2,0.86,0.84,0,"No","No","No","Yes","No","No" +3227246,28,NA,0,0,0,0,0,3,5,7,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3086900,29,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","No","No","No" +3184639,4,3,0,12,12,12,0,0,0,0,0,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +1805903,0,9,0,9,9,12,1,3,6,10,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1981385,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2076403,592,9,0,0,0,0,10,42,82,122,0,"No",0,0.94,0.79,0,"No","No","Yes","Yes","No","No" +2850470,1595,9,0,0,0,0,15,35,69,137,9,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2231055,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1391235,2468,2,0,0,1266,2954,0,2,13,28,364,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +1200845,5,12,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1677177,112,2,15,400,600,800,156,498,860,1092,64,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +1899613,23,8,0,0,0,0,1,3,5,5,2,"No",0,0.85,0.91,0,"No","No","No","Yes","No","No" +1970811,10,8,0,0,15,15,2,5,13,24,4,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2177689,26,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +3166105,1,8,1,0,0,1,0,0,1,4,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2206909,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1925064,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +1951377,44,8,7,31,59,87,12,37,72,101,14,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1398348,0,0,0,5,10,14,4,8,11,15,2,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1835140,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1864233,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2839198,39572,13,0,0,0,0,20,21,51,77,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +1183164,7,8,0,14,28,42,4,14,30,40,3,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1645926,691,2,1315,525,1750,3150,547,1647,2623,3608,444,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1171226,9,8,0,0,0,0,1,2,2,2,0,"No",0,0.13,0.14,0,"No","No","Yes","Yes","No","No" +3200436,7,2,0,30,30,30,2,8,13,21,1,"No",0,0.6,0.53,0,"No","No","No","Yes","No","No" +1112307,8,8,7,7,13,22,1,11,20,24,9,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +3067842,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3062866,2,9,0,0,1,2,0,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1398219,34,2,0,0,0,0,0,2,3,3,2,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +2934604,4,8,2,1,5,10,0,4,9,13,2,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2033019,56,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2806490,19,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","Yes","Yes","No","No" +2052610,66,12,0,0,0,0,1,10,36,44,0,"No",0,0.68,0.65,0,"No","No","No","Yes","No","No" +2180257,0,4,0,6,6,6,0,0,0,0,0,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","No" +1611383,0,NA,0,0,0,0,26,155,199,286,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1396267,4,3,0,0,0,0,5,6,6,6,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1454878,1312,NA,0,0,0,0,59,210,390,634,99,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2963770,0,2,0,6,9,13,9,9,17,17,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1831676,38,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","No" +3098328,0,8,0,12,12,18,0,8,10,17,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1837935,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1299489,62,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.81,0,"No","No","Yes","Yes","No","No" +1568318,0,NA,0,9,9,9,0,1,2,2,3,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2976040,0,12,0,4,5,5,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +1761004,1,8,0,18,27,36,5,9,22,30,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1302358,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.91,0.95,0,"No","No","Yes","Yes","No","No" +3037868,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1387833,27,8,0,60,104,139,15,43,85,121,15,"No",1,0.78,0.74,0,"No","No","No","Yes","No","No" +2217257,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1210025,26,2,1,0,0,0,0,1,14,15,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +3233661,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +1442053,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"Yes","No","Yes","Yes","No","No" +2003846,0,8,0,3,5,7,3,4,4,8,1,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1956648,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.93,0,"Yes","No","No","Yes","No","No" +1658513,6,8,0,0,4,12,2,6,11,12,2,"No",0,0.97,0.79,0,"No","No","No","Yes","No","No" +3279972,0,2,2,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +1341687,2510,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1695269,4,2,0,2,10,16,3,7,23,31,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1697424,3,9,0,0,0,0,0,0,2,3,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3130109,-53,12,0,360,720,720,48,100,173,257,40,"No",0,-99,0,54,"No","No","No","Yes","No","Yes" +1267430,7,8,0,7,21,35,4,12,25,41,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1233414,465,8,197,943,1817,2928,343,1156,2405,3334,287,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1757347,0,12,12,0,0,0,0,0,0,0,3,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +3149533,2,3,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","Yes","Yes","No","No" +1555620,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2280414,17,4,1,0,0,0,1,3,8,17,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2979561,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3214641,2,8,0,1,2,3,0,1,2,4,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1262679,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1841156,-5,8,6,62,122,170,1,27,37,71,15,"No",0,0.73,0.6,5,"No","No","No","Yes","No","Yes" +1259545,2,2,0,0,0,10,1,2,2,2,0,"No",0,0.54,0.45,0,"No","No","No","Yes","No","Yes" +1420265,1,2,0,1,1,2,0,1,1,2,0,"No",0,0.82,0.75,0,"No","No","Yes","Yes","No","No" +2057993,16,8,9,54,99,135,9,31,66,113,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +1710005,0,2,2,4,8,12,3,6,9,14,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +3043352,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2017491,373,8,67,318,394,470,70,178,345,557,108,"No",0,0.5,0.45,0,"No","No","No","Yes","No","No" +2029311,9,12,6,2,2,2,0,0,0,0,1,"No",2,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2979189,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2192980,102,8,15,178,346,514,53,211,387,589,59,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1808849,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1464670,20,8,0,0,8,24,3,17,21,35,0,"No",0,0.94,0.92,0,"No","No","Yes","Yes","No","No" +2161158,78,8,0,7,28,54,8,35,68,112,15,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1928276,0,4,0,3,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1333729,30,8,0,0,0,0,0,1,2,10,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1548123,157,2,39,50,100,200,34,124,207,279,37,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1274522,3,8,0,0,2,4,0,1,1,4,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1901839,1,8,6,16,16,38,1,9,14,19,10,"No",16,1,0.99,0,"No","No","No","Yes","No","No" +1906505,8,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2168128,421,8,0,400,400,400,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2192855,23,8,0,0,0,0,1,4,10,20,7,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1928759,0,2,0,54,54,54,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1830539,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1449694,283,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1520594,-4,8,0,181,285,379,38,127,232,349,51,"No",11,0.37,0.4,9,"No","No","No","Yes","No","Yes" +1755763,0,2,0,3454,4388,4388,1,1,1,1,264,"No",0,0.83,0.86,1,"Yes","No","No","Yes","No","Yes" +2962295,0,12,0,471,1483,2099,24,61,61,61,323,"No",0,0.73,0.7,14,"No","No","No","Yes","No","No" +1357016,0,2,0,30,40,60,6,20,32,32,1,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","Yes" +1761683,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1761966,56,2,0,184,424,424,0,0,0,0,0,"No",0,0.93,0.81,0,"No","No","No","Yes","No","No" +1663453,3,2,1,1,2,2,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1863618,2465,2,0,0,1220,2440,3,3,14,28,354,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +1975794,0,8,0,118,154,208,0,0,0,0,14,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1938772,6,2,0,10,10,10,0,0,0,0,1,"No",0,0.27,0.35,0,"Yes","No","No","Yes","No","Yes" +1343918,10,4,0,0,0,0,0,0,0,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2026418,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2197952,26,8,12,50,101,159,10,60,112,155,31,"No",0,0.5,0.38,0,"No","No","No","Yes","No","No" +1833272,1,NA,0,137,174,174,0,0,0,0,19,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1263179,71,8,262,564,1043,1694,235,718,1245,1813,132,"No",0,0.94,0.95,3,"No","No","No","Yes","No","No" +2997943,1,8,0,1,2,2,1,8,10,15,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1813595,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +2129979,13,8,0,0,6,11,1,7,11,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1122841,28,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2083410,94,8,0,0,0,0,4,4,4,22,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2147121,355,16,17,0,0,504,30,108,240,361,27,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2162901,1140,NA,0,0,0,0,1,8,12,18,2,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1960722,100,8,3,0,41,82,11,45,91,145,31,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2805729,6,9,0,0,0,0,0,1,3,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2180603,5172,2,0,0,0,0,34,2091,2584,2881,10,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3048954,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1736726,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +3147279,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2061104,0,4,5,4,5,5,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2245043,35,9,32,0,0,0,4,18,33,50,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1803778,110,9,0,0,0,0,1,1,2,2,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1165813,4,8,0,20,20,31,0,4,6,18,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +1962260,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +1136796,0,2,0,40,60,60,0,0,0,0,0,"No",20,0.26,0.32,0,"No","No","No","Yes","No","Yes" +2814718,10,8,0,0,3,6,0,4,15,17,5,"No",0,0.62,0.67,0,"No","No","No","Yes","No","No" +1614051,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1115494,17927,8,0,0,0,0,9,29,66,107,21,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1236207,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1477077,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +3192294,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2278962,282,2,205,400,850,1300,167,490,884,1319,151,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1718156,29,9,0,0,0,0,2,3,6,7,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1962815,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +2834371,99,2,0,0,0,0,1,2,5,5,1,"No",0,0.87,0.7,0,"Yes","No","No","Yes","No","No" +2957161,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1892284,0,8,0,10,18,30,4,13,21,29,2,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +1713517,6,8,0,0,0,0,0,0,0,1,1,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1768960,28,2,0,0,0,0,0,0,16,16,1,"No",0,0.9,0.86,0,"Yes","No","No","Yes","No","No" +1440117,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.97,0,"No","No","Yes","Yes","No","No" +2235607,157,4,0,0,0,0,0,1,5,9,1,"No",0,1,0.91,0,"No","No","No","No","No","No" +1479603,2,8,0,17,27,37,2,8,18,28,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2150486,140,8,63,66,66,99,23,68,122,161,24,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1545429,35,8,0,110,175,240,21,27,88,128,10,"No",0,0.95,0.94,0,"No","No","No","Yes","No","Yes" +1762644,59,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2037972,1,2,0,15,25,35,5,12,25,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3209630,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3227243,435,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2145651,203,52,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.93,0,"Yes","No","No","No","No","No" +3074860,6,4,0,0,0,0,0,0,3,3,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1703610,1,8,1,20,20,40,1,8,19,26,1,"No",0,0.2,0.15,0,"No","No","No","Yes","No","Yes" +1725982,72,8,0,0,0,168,9,35,55,75,1,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1798353,1,12,0,7,7,7,0,0,6,8,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1582751,221,52,0,0,0,0,1,24,34,73,12,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1162388,76,NA,0,0,0,0,1,1,2,4,4,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1174758,26,8,0,0,0,0,4,8,15,26,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3264488,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1162547,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1180060,3,8,0,0,0,0,2,2,2,2,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1986044,18,2,0,0,0,0,0,0,4,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2104690,123,52,0,0,0,0,1,2,9,11,3,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1548332,164,2,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1961066,1,8,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","No" +1445867,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1393110,4,2,0,2,2,2,2,7,7,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2226249,694,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +1603558,6,4,0,0,3,4,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3246716,11,2,0,0,0,0,2,4,9,10,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1832745,108,8,0,0,0,0,0,3,11,22,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3086218,131,NA,0,0,0,0,2,11,27,37,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1796737,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1910518,8248,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2302802,347,12,0,0,0,0,0,3,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1852459,0,12,0,8,12,18,3,5,8,15,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +2222285,4920,NA,0,0,0,0,3,20,37,68,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2130843,1608,4,0,1760,3865,6391,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +2119116,0,8,6,5,10,15,4,8,10,14,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1209581,13,8,0,0,0,0,0,0,2,8,7,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1769602,58,2,0,0,0,0,4,14,33,58,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2913928,9,8,0,9,9,23,1,7,17,25,1,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1266449,66,2,0,0,0,0,1,7,7,7,0,"No",0,0.3,0.35,0,"Yes","No","Yes","Yes","No","No" +1496243,14,4,0,0,2,6,2,5,12,12,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2842600,14,2,0,0,5,10,4,9,19,29,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1814415,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1661378,408,8,0,0,0,0,5,17,31,50,7,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1990963,9,2,0,0,0,0,1,3,5,10,0,"No",0,0.48,0.32,0,"No","No","No","Yes","No","No" +3189101,8,8,4,20,32,44,6,24,46,61,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2132372,18,8,0,0,8,8,0,2,6,16,2,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1544060,1252,2,0,0,0,0,4,40,64,64,0,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +1858359,44,8,110,168,318,498,62,210,428,648,37,"No",24,0.78,0.74,0,"No","No","No","Yes","No","No" +1442076,173,2,32,85,170,255,29,128,251,363,64,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1155836,7,13,0,0,0,2,0,1,2,6,0,"No",0,0.76,0.79,0,"No","No","No","Yes","No","No" +1560588,85,NA,6,0,225,225,13,36,75,144,18,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2142536,100,8,0,0,0,0,1,7,14,19,2,"No",0,0.78,0.84,0,"Yes","No","No","Yes","No","No" +2977105,381,NA,0,0,0,0,1,22,33,43,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1508633,38,2,56,140,308,532,59,161,357,542,26,"No",0,0.94,0.94,0,"No","No","No","Yes","No","Yes" +1561731,10,8,0,0,0,0,1,2,2,2,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2147543,1,8,0,3,4,5,2,9,11,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1535226,18,2,0,0,0,0,1,2,6,7,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1671023,0,2,0,36,60,67,0,0,0,0,0,"No",1,0.71,0.75,0,"Yes","No","Yes","Yes","No","Yes" +3139576,5,5,1,5,12,19,0,0,0,0,7,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +2174449,0,8,0,1,1,1,16,16,16,16,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +2190052,1,8,0,12,24,24,14,23,35,46,11,"No",0,1,0.91,0,"No","No","No","Yes","No","Yes" +2823052,316,8,163,509,776,776,62,240,489,776,89,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1649060,12,8,0,4,4,4,5,5,14,27,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1764821,6,2,5,5,15,20,4,15,19,22,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1502032,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1337091,3,8,2,18,36,54,5,18,31,54,6,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1710873,39,8,3,554,554,554,39,82,146,228,44,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3061551,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1435055,145,4,0,210,210,240,8,18,65,67,2,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1172508,5,8,4,6,16,18,6,12,24,47,0,"No",0,0.71,0.72,0,"No","No","No","Yes","No","Yes" +1916147,24,8,32,0,0,0,4,11,40,68,9,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1805473,20,8,0,0,0,0,0,0,1,3,4,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +3225043,12,8,0,0,12,18,1,8,19,22,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2964756,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1304886,0,2,0,6,6,6,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2899620,11,2,0,0,6,12,0,1,10,14,0,"No",0,0.9,0.93,0,"No","No","Yes","Yes","No","No" +1404234,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1208390,237,8,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +1354140,0,8,0,6,8,12,4,5,7,8,0,"No",0,0.74,0.84,0,"No","No","No","Yes","No","Yes" +2206131,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1703630,1,8,0,4,4,4,1,2,4,8,0,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","Yes" +2275529,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3023824,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2979129,0,2,0,23,35,47,3,9,21,27,0,"No",11,0.66,0.66,0,"No","No","Yes","Yes","No","Yes" +2086212,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1544163,11,12,0,0,0,0,1,1,1,6,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1594841,1,8,0,18,36,54,3,19,31,54,6,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3181791,206,8,0,0,0,0,0,1,1,3,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1119341,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1276337,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2001648,3,8,0,72,72,72,0,1,1,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1893395,1,8,1,3,4,6,0,2,3,3,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1458469,33,NA,0,0,0,0,4,4,7,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2950157,19,2,0,0,0,0,0,2,2,4,0,"No",0,1,0.8,0,"No","No","No","Yes","No","No" +2879527,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2109676,14,2,0,0,0,0,1,1,7,7,0,"No",0,1,0.88,0,"Yes","No","No","Yes","No","No" +2971374,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2808902,19,20,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +3066727,21,12,0,0,5,16,0,5,5,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2262395,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1620875,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2844201,17,8,48,48,108,168,23,72,127,167,18,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2936393,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1523888,25,2,0,20,40,40,3,11,18,33,4,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2095614,1,4,0,30,30,30,2,6,16,35,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1294451,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.79,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1578961,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2196840,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +1116572,33,8,24,37,51,86,18,40,94,132,27,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2135905,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1566573,6,8,0,3,3,9,2,6,9,16,2,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +3257839,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2225964,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1949473,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +2052255,11,9,0,27,51,83,5,29,53,86,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1897285,5,12,0,4,4,4,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1372565,9,12,0,7,14,28,5,18,28,39,4,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1947694,0,2,0,10,11,11,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +2948766,49,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1765768,30,8,18,496,746,944,105,282,436,680,95,"No",0,0.66,0.66,0,"No","No","No","Yes","No","Yes" +2911676,855,4,0,0,0,0,0,5,16,16,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1795045,5,2,8,48,88,132,22,69,93,156,7,"No",0,0.45,0.57,0,"No","No","No","Yes","No","Yes" +1780265,41,2,0,0,0,0,3,12,37,37,2,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +2988069,54,8,0,0,0,0,0,0,3,3,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2121378,0,8,0,14,22,30,1,7,11,18,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1196074,818,NA,0,0,0,0,1,1,3,12,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1387970,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","Yes","Yes","No","Yes" +2166271,5,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1130182,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3058613,9,8,5,0,5,10,2,5,13,26,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2989441,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2887943,117,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1163622,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.11,0,"No","No","No","Yes","No","Yes" +1534810,38,8,0,0,0,0,0,1,2,3,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1272502,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1319586,6,2,0,0,0,0,2,2,3,6,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1475118,22,8,0,0,50,50,5,13,23,29,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1282807,194,8,0,0,0,0,0,6,15,36,1,"No",0,0.59,0.59,0,"No","No","Yes","No","No","No" +1706935,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1348618,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1298851,0,8,0,12,18,24,3,7,14,18,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +2963220,182,8,0,0,0,0,2,4,9,14,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2081880,40,8,0,0,6,30,8,28,66,99,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +1852532,32,8,12,36,60,108,53,78,110,139,30,"No",0,0.96,0.97,19,"No","No","No","Yes","No","No" +1374572,13,12,0,6,12,18,0,12,21,27,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","No" +3196920,19,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"Yes","No","Yes","Yes","No","No" +2007456,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1123257,31,8,0,60,120,180,8,51,114,167,0,"No",0,0.54,0.45,0,"No","No","Yes","Yes","No","No" +1758280,14,8,0,11,33,44,7,16,30,54,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2868017,9,2,0,0,0,0,2,2,2,2,1,"No",0,0.74,0.77,0,"Yes","No","No","Yes","No","No" +1576775,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1833725,428,8,0,84,109,109,11,59,185,319,152,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1803135,1,3,0,2,8,12,3,9,14,18,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1582004,2,12,3,5,5,5,0,1,5,8,0,"No",5,0.44,0.38,0,"No","No","No","Yes","No","No" +2221744,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1583787,76,14,35,126,220,331,46,149,261,358,25,"No",0,0.68,0.69,9,"No","No","Yes","Yes","No","No" +2029715,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1148161,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3005077,6341,2,0,0,0,0,73,213,411,645,78,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +2046911,5,8,0,0,0,36,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1414812,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"Yes","No","No","Yes","No","No" +1118345,0,2,0,54,72,72,0,0,0,0,4,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","Yes" +2866169,5553,8,2862,10854,21060,32400,3080,10807,21437,33700,1653,"No",0,0.82,0.88,0,"No","No","Yes","Yes","No","No" +2258542,14,8,0,0,5,15,0,1,2,2,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1208919,57,12,0,72,144,144,11,35,70,115,21,"No",0,1,0.89,0,"No","No","Yes","Yes","No","No" +2122192,585,8,0,0,0,0,2,9,19,79,2,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1919863,6,NA,0,0,0,0,0,1,1,5,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1303357,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1492736,5,9,0,2,2,2,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1790598,4,2,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1335486,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1748059,9,8,0,0,0,0,0,0,1,4,1,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +2126727,2,8,0,1,2,3,1,2,4,5,0,"No",0,0.85,0.59,0,"No","No","Yes","Yes","No","No" +1211206,-1,2,0,110,130,130,103,157,157,157,0,"No",0,0.11,0.07,1,"Yes","No","No","Yes","No","Yes" +2882822,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3151846,-50,8,1,295,437,605,50,161,346,503,38,"No",0,0.57,0.59,50,"No","No","No","Yes","No","Yes" +3277940,13,2,0,43,74,102,3,21,24,42,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1855988,643,8,11,0,0,0,25,115,278,393,60,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3113532,12,8,0,0,0,0,0,2,3,6,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2231151,1,8,0,18,27,36,14,25,41,48,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3110700,5,8,0,0,0,2,0,2,2,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1951982,413,12,0,0,0,0,0,19,79,133,0,"No",0,0.72,0.79,0,"No","No","No","Yes","No","No" +1936237,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1191466,0,2,0,10,12,12,0,1,1,1,0,"No",0,0.05,0.24,0,"Yes","No","Yes","Yes","No","Yes" +2869765,855,2,0,0,0,0,62,372,543,562,102,"No",0,0.25,0.22,0,"Yes","No","No","Yes","No","No" +1277000,34,NA,0,0,0,0,6,22,39,64,8,"No",0,-99,-99,0,"No","No","No","No","No","No" +1247947,99,2,0,0,38,76,26,65,129,180,0,"No",0,0.85,0.76,0,"No","No","Yes","Yes","No","No" +3095963,7,2,0,0,0,1,1,3,3,4,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1635276,3,2,0,5,6,6,8,20,20,20,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +3002562,16,NA,0,0,0,0,2,10,20,31,22,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2302418,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +3085862,750,52,0,0,0,0,22,56,125,210,12,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1521442,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2854908,0,2,0,5,8,9,0,0,0,0,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1912026,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +2064094,5,12,0,0,0,0,0,1,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1488390,0,2,0,83,107,107,3,3,3,3,4,"Yes",0,0.47,0.51,3,"Yes","No","No","Yes","No","Yes" +1947175,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1268763,16,8,0,0,0,6,2,9,13,17,2,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1653208,128,8,0,0,0,0,0,0,0,10,0,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +1237390,3,12,0,4,7,10,1,3,8,9,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1201530,83,2,35,421,822,1295,130,168,204,249,41,"No",23,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1354640,353,2,1,0,0,0,2,4,4,4,15,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +1867059,6,4,0,2,3,3,0,0,3,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1959278,42,2,0,0,0,0,2,4,6,10,0,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1438858,24,2,0,30,60,80,9,29,60,76,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2140616,10,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1322599,27,2,0,0,0,0,3,4,8,11,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3206697,168,8,3,0,0,0,14,36,82,130,23,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +3188144,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2261897,43,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1798244,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1768395,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3190553,58,8,28,44,99,134,8,50,96,152,33,"No",0,0.64,0.62,0,"No","No","No","Yes","No","No" +2136715,3,3,0,5,5,5,5,13,16,16,0,"No",0,0.58,0.44,0,"Yes","No","No","Yes","No","Yes" +1451243,-2,8,11,452,725,978,133,292,412,603,83,"No",0,0.66,0.66,11,"No","No","No","Yes","No","Yes" +1169133,237,8,0,0,0,0,0,0,1,3,1,"No",0,0.56,0.74,0,"Yes","No","No","Yes","No","No" +2991818,13,8,6,9,15,27,7,18,28,38,6,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1118281,80,2,0,0,0,0,3,18,33,66,4,"No",0,0.8,0.92,0,"No","No","No","Yes","No","No" +2226485,116,52,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2926323,1183,8,55,0,0,6,105,273,534,711,56,"No",0,0.61,0.6,27,"No","No","No","Yes","No","No" +3232556,10,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2190016,6,12,0,6,6,6,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1306659,3,12,0,1,3,5,2,3,6,10,3,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2283754,331,8,87,380,920,1380,82,310,778,1209,106,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1373651,33,12,0,20,95,110,3,29,91,115,2,"No",0,0.72,0.8,0,"No","No","No","Yes","No","No" +1904710,340,4,0,200,400,400,42,151,268,492,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1609673,4,12,0,0,0,0,0,0,3,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3058921,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3217342,45,2,0,0,0,0,2,2,3,5,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1971573,631,8,185,1211,2710,4154,420,1571,3389,5173,283,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1804043,695,8,6,0,0,0,55,200,444,795,104,"No",0,0.45,0.47,0,"No","No","No","Yes","No","No" +2108724,51,8,0,12,43,72,5,24,69,100,12,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1969098,12,8,1,36,64,104,12,44,73,96,14,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +2976308,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1452626,270,8,16,54,162,324,55,158,312,419,51,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2293742,2344,8,18,0,0,0,88,267,515,853,97,"No",0,0.21,0.63,0,"Yes","No","No","No","No","No" +1278741,411,8,0,0,0,0,6,15,26,44,11,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1137283,1,8,0,1,2,4,0,2,2,3,0,"No",0,0.22,0.2,0,"No","No","No","Yes","No","No" +1607166,79,8,2,36,84,144,37,71,159,194,19,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1228084,4,2,0,0,4,4,1,3,4,9,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3018722,99,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2950533,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2274433,65,2,0,0,0,0,8,15,15,15,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1257287,85,8,1,98,98,98,86,159,228,272,3,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2223088,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3278646,31,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +1596990,5,8,0,10,20,25,5,16,30,51,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1800904,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +1414730,29,2,0,17,48,78,23,50,73,76,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1865224,8,8,0,0,0,5,0,1,7,8,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1696743,0,2,0,11,15,20,1,6,6,6,0,"No",0,0.04,0.03,0,"Yes","No","No","Yes","No","Yes" +3209728,53,2,0,0,0,54,10,22,25,33,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1703878,0,8,0,0,0,0,1,1,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1209136,13,8,0,60,60,60,3,11,14,26,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1701411,121,12,7,80,160,240,22,69,152,250,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1910511,356,52,0,0,0,0,51,91,166,267,13,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2927360,705,9,20,0,220,440,25,165,406,638,122,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2152723,92,12,1,36,90,168,22,77,135,189,30,"No",0,0.88,0.65,0,"No","No","No","Yes","No","No" +3185176,10,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3259155,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2064416,14,4,0,0,0,0,0,0,3,4,1,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2890530,3,12,0,3,7,10,0,3,5,10,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3073327,121,NA,0,0,0,0,7,11,20,28,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2267132,343,16,0,0,0,0,15,35,68,114,3,"No",0,0.44,0.21,0,"No","No","No","Yes","No","No" +2274028,5,12,0,96,96,96,16,40,41,41,0,"No",0,0.41,0.48,4,"No","No","No","No","No","Yes" +2203184,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1225878,35,8,0,0,0,0,0,1,1,1,1,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +2189608,29,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1982473,0,9,0,2,3,4,0,0,2,4,1,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2225639,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","Yes","No","No" +1666205,126,8,12,168,336,504,55,177,341,505,59,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2949090,283,2,102,840,1260,1680,161,473,913,1449,172,"No",0,1,1,1,"No","No","No","Yes","No","No" +3260465,11,12,0,0,0,0,0,1,4,9,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1516952,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1256555,7,8,0,24,40,56,7,23,46,61,10,"No",0,0.57,0.48,0,"No","No","No","Yes","No","Yes" +1612392,4,2,0,4,8,12,7,9,13,13,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +1438508,1,14,0,8,8,8,0,1,4,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1654081,22,2,0,0,20,30,15,44,71,92,2,"No",0,0.22,0.22,0,"Yes","No","No","Yes","No","Yes" +1477822,3,15,0,26,35,35,3,18,29,44,7,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1295113,287,8,0,0,0,0,0,2,8,10,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2146595,68,2,0,34,34,44,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2127782,16,8,0,0,0,0,2,6,8,13,26,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1276375,0,8,0,4,6,8,2,5,8,9,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1318429,2,9,0,12,32,42,7,21,37,55,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1733130,8,2,0,0,0,0,6,13,18,19,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2950645,6550,2,0,0,2300,2300,880,982,9930,10857,454,"No",0,1,1,0,"No","No","No","Yes","No","No" +2051173,5,2,0,0,3,5,1,3,6,7,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +3266243,0,8,1,3,5,7,1,3,4,6,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1278039,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1496234,3,4,0,0,0,0,0,4,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1427769,8,2,0,16,40,60,5,23,44,65,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2197167,322,8,1296,0,284,284,9,12,22,26,113,"No",0,0.94,0.81,0,"No","No","Yes","Yes","No","No" +3265951,5,2,20,20,60,100,4,26,87,115,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2908755,86,NA,0,0,0,0,7,41,80,117,26,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2937279,273,8,0,0,0,0,0,6,12,20,0,"No",0,0.4,0.63,0,"No","No","No","Yes","No","No" +1149769,35,2,0,0,0,0,0,0,0,0,0,"No",0,0.39,0.27,0,"No","No","No","Yes","No","No" +3117524,19,2,0,18,48,90,6,26,55,67,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1375335,3,4,1,0,0,0,0,3,5,6,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1524201,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3012911,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1890159,0,8,0,3,5,7,1,3,5,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1603029,14,2,0,64,64,64,31,62,92,126,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1813363,11,8,0,7,14,21,3,13,24,37,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +3241701,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1662214,5,8,0,9,27,45,7,17,28,43,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2178242,44,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2039211,76,8,0,0,51,153,9,41,90,152,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1249016,4905,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +3045154,2,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1484265,82,4,0,0,21,70,10,19,49,53,0,"No",0,0.86,0.88,0,"Yes","No","Yes","Yes","No","No" +2918333,8,4,0,0,0,0,2,4,7,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1585948,2,8,0,10,19,28,0,9,11,19,0,"No",0,0.16,0.16,0,"No","No","No","Yes","No","Yes" +3239356,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2212607,1096,8,204,851,1835,3065,195,1211,1870,2765,207,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1896360,7,8,2,5,15,25,1,9,20,25,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1375642,318,4,0,7,7,7,13,28,28,28,63,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2041765,9,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1732758,97,8,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +1140550,85,9,43,0,80,80,2,22,101,150,31,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3070853,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2073160,217,8,9,254,510,702,62,222,490,770,57,"No",3,0.91,0.89,0,"No","No","No","Yes","No","No" +1734484,47,2,0,0,0,0,0,0,2,2,6,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +1759148,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3130848,11,2,0,75,125,175,10,10,10,10,0,"No",0,0.65,0.72,0,"No","No","No","Yes","No","No" +1720263,0,8,0,22,30,48,7,24,34,48,0,"No",0,0.62,0.6,0,"No","No","No","Yes","No","Yes" +2002947,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3128929,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2856507,0,4,11,4,4,4,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1868926,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2991521,94,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3284065,64,8,0,0,0,0,4,5,10,16,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1983433,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1883058,63,8,0,0,0,0,4,5,17,29,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2167035,4,9,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +2135233,31,4,20,0,15,19,9,22,67,83,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2264895,94,8,16,170,336,534,37,171,359,510,58,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2222667,0,9,0,9,15,26,4,13,20,26,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +3042355,2162,NA,0,0,0,0,0,2,17,35,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2170330,4,8,0,10,10,20,0,7,15,15,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1246812,3,2,0,10,20,25,4,11,21,26,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","Yes" +2069291,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1158900,19,8,0,22,45,68,7,22,44,65,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3152733,4,8,0,0,0,1,0,0,1,4,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +2825368,127,8,23,72,187,279,27,89,173,246,43,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2295267,-219,8,1,291,291,307,248,734,751,778,46,"No",0,0.4,0.65,219,"No","No","No","Yes","No","Yes" +2304407,57,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +1757316,250,8,0,0,0,0,0,0,0,3,2,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1202640,4,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.82,0,"No","No","No","Yes","No","No" +2108528,157,12,4,8,73,223,39,137,354,523,31,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2855363,49,2,0,0,0,0,0,0,0,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3113034,0,2,0,5,10,10,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","Yes","Yes","No","No" +1691797,13,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1799368,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1729889,49,10,4,36,72,108,13,47,81,132,22,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1679067,125,8,0,0,0,0,0,0,0,5,2,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +2156925,59,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1184305,36,8,0,185,296,412,51,162,278,412,64,"No",14,0.37,0.42,0,"No","No","No","Yes","No","Yes" +1244880,13,2,0,0,0,0,3,3,3,3,0,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","No" +2234807,1,8,0,3,5,7,2,3,6,7,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3083691,2,2,0,6,12,18,5,8,15,22,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1246755,4,8,0,0,0,1,0,0,1,5,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +3043036,17,2,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.77,0,"Yes","No","No","Yes","No","No" +2228199,245,12,0,97,169,265,19,129,278,464,40,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2024620,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1393885,1,10,0,4,6,12,2,6,12,15,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2851418,40,52,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +2001393,295,8,2,180,360,450,30,114,259,427,49,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1817446,6,10,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1631674,166,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3158718,25,2,0,0,0,0,1,7,8,12,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1219554,0,NA,0,707,752,752,0,14,26,65,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1734159,6,8,0,0,2,5,1,4,6,6,2,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1781478,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3068482,35,16,0,0,0,0,1,4,6,16,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3011647,4,8,0,0,0,0,0,1,2,3,1,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1824421,0,14,0,12,18,24,5,9,14,20,1,"No",0,0.99,0.88,0,"No","No","No","Yes","No","Yes" +1865978,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1180625,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2176245,193,8,10,0,0,0,14,43,66,90,30,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2864263,12,2,0,6,12,12,0,3,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3019615,125,NA,0,0,0,0,9,12,20,22,24,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1410143,3,2,0,156,210,282,11,42,84,143,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1227105,11,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1136780,2472,12,119,2171,2288,4862,764,3355,7713,11315,308,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +1301369,1200,8,0,0,0,0,60,96,168,264,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1994270,-3,13,0,81,81,108,2,24,49,76,0,"No",0,0,0,3,"No","No","Yes","Yes","No","Yes" +1915515,41,12,1,51,71,128,21,63,127,165,17,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2981300,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2285001,19,8,0,0,0,0,0,0,0,0,2,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +3096019,149,8,0,0,0,0,1,1,5,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1802312,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +2975714,4,8,1,0,0,0,0,0,1,3,2,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1235243,0,8,0,14,21,21,3,10,12,19,0,"No",0,0.6,0.57,0,"No","No","No","Yes","No","Yes" +1162980,3,2,2,2,6,10,0,4,9,11,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2807272,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1170107,10,12,0,0,0,0,1,2,3,5,0,"No",0,0.83,0.74,0,"No","No","No","Yes","No","No" +2039795,19,2,0,0,0,0,0,4,5,17,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1370222,19,NA,0,0,0,0,0,1,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2272885,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1465300,353,12,0,0,0,0,3,9,16,19,1,"No",0,0.51,0.51,0,"No","No","No","Yes","No","No" +1217927,104,4,75,39,78,117,17,58,140,200,23,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3145447,43,2,0,0,0,0,3,8,14,16,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1226780,9,8,0,0,0,4,0,3,4,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1160345,1,8,0,0,1,2,0,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1250926,23,8,0,60,84,104,11,32,66,140,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1218517,16,2,0,52,117,195,11,39,74,122,0,"No",0,0.92,0.79,0,"No","No","No","Yes","No","No" +1968893,321,8,0,0,0,0,0,2,6,6,1,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2862758,13,8,0,0,8,16,1,3,6,13,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1655198,13,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2823419,27935,8,78,0,0,0,296,911,1671,2510,263,"No",0,0.4,0.63,0,"No","No","No","Yes","No","No" +1493625,5,8,0,0,0,0,0,0,0,3,1,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2981093,1,8,0,2,3,5,0,2,4,5,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1737827,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +1910675,5356,2,839,2400,5800,9100,664,3600,15292,17451,554,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1319943,2,8,0,24,24,24,0,2,2,2,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1602897,0,2,0,2,3,3,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3098865,1,8,0,0,0,0,3,3,7,7,2,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1222465,5,8,0,0,0,0,0,0,0,2,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2042958,2509,2,0,0,0,0,101,408,903,1347,113,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2229853,3965,2,0,0,0,0,216,815,1569,2279,273,"No",0,1,1,0,"No","No","No","Yes","No","No" +3151255,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1671279,0,8,0,1,2,2,1,1,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1724319,19,8,0,0,0,0,0,1,5,7,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1643316,3,2,0,50,50,100,15,41,53,54,1,"No",50,-99,0,0,"Yes","No","No","Yes","No","Yes" +1783897,3,4,0,2,4,4,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +1741077,134,NA,0,0,0,0,1,4,9,14,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2066102,18,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2217401,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2036899,12,8,0,44,79,100,5,16,78,117,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +1176932,714,2,36,472,1128,1868,165,625,1031,1270,261,"No",0,0.83,0.72,0,"Yes","No","No","Yes","No","No" +2315672,58,8,0,357,588,756,75,266,478,766,1530,"No",25,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1307970,2,2,0,1,2,4,2,3,6,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2077226,17,2,0,0,0,0,0,3,4,5,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2056883,6,8,0,0,0,0,0,1,3,3,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3245023,232,3,4,226,466,826,5,9,9,9,55,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","No" +2092628,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1419732,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.76,0,"No","No","Yes","Yes","No","No" +1433261,15,2,0,0,0,0,0,0,4,8,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2915829,24,8,0,0,0,10,4,12,23,34,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +3105422,0,8,0,107,125,143,0,0,0,0,13,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2813759,-4,8,0,141,213,285,22,80,156,234,21,"No",0,0.5,0.52,4,"No","No","No","Yes","No","Yes" +1122083,10,8,0,6,12,18,0,3,16,21,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1286011,1,8,0,0,0,1,1,1,1,3,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +3039932,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1230003,8,2,0,11,22,44,8,20,47,66,0,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +1890965,0,8,0,0,0,0,0,0,0,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3124162,80,0,0,0,0,0,2,8,18,23,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2226077,14447,2,88,5400,19800,25200,196,712,19115,31606,1780,"No",0,1,1,0,"No","No","No","Yes","No","No" +1685021,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2109918,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2866464,26,8,0,0,0,0,0,0,15,16,0,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +1182282,0,4,0,93,133,162,0,0,0,0,15,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1335225,87,8,20,133,133,133,117,196,497,709,68,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1943201,4,3,0,5,10,10,5,9,11,15,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1264644,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1664375,9,2,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +3057949,8,8,0,0,0,0,2,2,3,6,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1479516,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2011348,68,2,0,7,28,42,8,32,71,137,17,"No",0,0.13,0.31,0,"No","No","Yes","Yes","No","No" +2146865,76,8,0,30,60,90,13,36,71,109,35,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2162151,-1,12,0,6,8,11,0,4,6,7,2,"No",0,0.95,0.9,1,"No","No","No","Yes","No","Yes" +1456759,277,8,60,300,640,820,99,328,635,1053,115,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +1206562,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1751201,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2881375,252,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1156888,190,8,0,35,35,115,0,0,0,0,0,"No",0,0.96,0.87,0,"No","No","No","Yes","No","No" +1240569,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3091693,6,8,0,0,0,0,0,4,10,14,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +2817343,89,12,0,24,99,222,0,16,24,48,0,"No",0,0.41,0.46,0,"No","No","No","No","No","No" +2881315,19,52,0,0,0,0,0,0,0,0,1,"No",0,0.66,0.56,0,"Yes","No","No","No","No","No" +2171600,429,NA,0,0,0,0,34,105,260,415,60,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2904391,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2155954,4,8,0,40,88,130,12,50,84,165,26,"No",0,0.88,0.93,0,"No","No","No","Yes","No","Yes" +2159216,1,9,0,4,7,10,0,10,11,12,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","Yes" +1547189,18,12,0,0,0,0,1,1,9,12,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2182272,173,9,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1175554,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2830310,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1709315,2,13,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2857687,0,2,0,12,20,23,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1200409,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2305132,522,8,181,255,255,255,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3073312,151,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1724570,159,0,1,70,282,500,36,160,307,450,44,"No",0,-99,0,0,"No","No","No","No","No","No" +1208730,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2145411,9,8,0,4,8,12,0,5,9,9,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1745828,1,2,0,10,10,10,1,2,6,6,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1972216,1,2,0,3,5,8,1,2,9,13,0,"No",0,0.33,0.42,0,"No","No","No","Yes","No","Yes" +2217446,13,2,0,0,0,0,0,0,0,2,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2072529,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1849073,94,8,5,62,116,116,22,62,131,219,32,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1414248,19,12,0,44,77,101,8,17,50,72,32,"No",0,0.22,0.26,0,"No","No","No","Yes","No","No" +1361185,570,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +3274696,580,2,0,0,0,0,50,114,204,300,16,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1205062,328,2,123,765,1515,2235,280,740,1399,2090,162,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +3193458,5714,8,0,0,0,0,21,71,141,247,34,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2971119,6,2,0,0,0,0,0,0,1,2,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2164091,1,8,0,1,2,3,1,2,4,4,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1340083,28,8,1,6,34,62,5,14,42,56,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1297943,227,2,185,369,822,1284,132,449,881,1261,294,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1816459,2,8,0,12,17,22,1,3,6,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1341680,7,2,0,10,20,40,8,15,25,31,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","Yes" +2997846,10,8,1,84,84,84,1,10,18,27,0,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2066687,-1,8,0,8,15,23,2,14,30,42,0,"No",0,0.97,0.98,1,"No","No","No","Yes","No","Yes" +1466310,9130,8,0,0,0,0,10,10,20,40,4,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1138291,11,8,0,10,16,22,8,22,49,72,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +2076979,0,8,0,0,20,20,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2011767,0,12,0,10,12,12,3,8,16,19,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1527416,4,8,0,588,840,1176,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1570364,4,8,0,0,0,1,2,3,7,8,2,"No",0,0.99,0.99,0,"No","No","No","No","No","Yes" +1936326,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","No" +1440994,0,52,0,250,250,250,2,26,52,72,9,"No",0,0.99,0.99,0,"Yes","No","No","No","No","Yes" +1870817,1061,4,977,1296,2784,3984,377,1256,2449,3527,195,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1302457,25,2,0,0,0,0,2,26,37,45,0,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1746717,100,4,0,0,0,0,0,11,23,33,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3096622,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.84,0,"Yes","No","No","Yes","No","No" +3184225,119,8,81,105,297,393,45,149,320,500,61,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1683412,45,NA,0,0,40,100,6,53,95,116,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1787729,4,2,0,0,0,0,2,3,9,9,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","Yes" +2938247,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1906132,205,15,0,0,0,0,2,15,39,56,29,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3212141,1888,8,3159,0,3000,3000,716,1737,3487,5670,624,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1514778,438,8,152,1306,2006,3106,497,1778,3007,4120,323,"No",88,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1223899,0,2,3,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3245052,4,8,0,17,17,26,4,11,15,21,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1338262,0,9,9,32,32,35,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3151445,0,2,2,0,0,0,0,0,0,0,0,"No",0,0.39,0.19,0,"Yes","No","No","Yes","No","No" +1546211,16,10,0,0,0,0,0,1,2,9,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2308102,71,8,0,103,202,285,31,109,215,314,23,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2027122,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +2120106,1413,8,0,0,0,0,28,82,174,291,38,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1222878,298,8,2,600,895,1180,184,509,1026,1414,44,"No",360,-99,-99,0,"No","No","No","Yes","No","No" +1495302,1,8,0,2,3,3,1,2,3,3,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2010745,18,8,0,0,0,0,0,0,0,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1411628,26,9,0,0,0,0,1,2,3,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2064904,16,2,11,35,74,103,10,21,21,21,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3024119,7,8,0,0,0,0,0,0,1,6,0,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1419688,270,8,2,169,331,439,62,188,361,640,109,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1165735,10,8,2,56,86,116,16,33,57,78,3,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +1650267,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2874296,6,2,0,4,10,16,0,3,8,8,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3193775,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1909647,36,2,15,80,144,224,8,40,98,135,28,"No",0,0.5,0.75,0,"No","No","No","Yes","No","No" +1769045,966,4,0,3600,5904,8496,1106,3476,6204,9060,675,"No",360,0.7,0.64,2,"No","No","No","No","No","No" +1788181,10,2,0,21,38,55,4,16,41,75,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3225602,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +2883269,320,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2820276,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1235558,179,2,48,0,24,72,11,49,55,55,53,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1273679,2,8,1,1,3,4,1,2,4,5,1,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +2308409,8,4,11,3,10,16,5,13,26,35,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1883660,251,8,110,370,880,1360,81,315,802,1205,105,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3084455,95,2,0,0,0,0,1,6,11,11,1,"No",0,0.61,0.68,0,"Yes","No","No","Yes","No","No" +1527616,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1388985,159,12,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1453725,453,9,10,567,1071,1638,185,658,1369,2208,190,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +3073167,51,2,2,41,123,164,10,43,85,131,26,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1821925,2,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1924679,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +1639292,6,2,0,0,0,0,0,0,0,2,0,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +2107324,33,8,0,0,0,0,0,0,0,0,3,"No",0,0.61,0.78,0,"No","No","No","Yes","No","No" +1988077,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1759713,8006,8,0,0,0,0,4,4,12,14,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2301647,315,12,2,114,331,548,50,187,372,559,69,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","No" +3196792,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2977947,4,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1954902,14,2,0,0,0,0,0,0,4,5,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +3248757,6,8,0,0,0,0,0,0,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1939644,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +2150017,0,2,0,13,14,14,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1731382,30,4,0,10,30,30,0,10,30,70,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1971014,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1164779,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3046903,-4,8,0,24,24,26,0,12,37,62,4,"No",0,0.38,0.38,4,"No","No","Yes","Yes","No","No" +1297867,1,2,0,18,18,18,1,6,11,14,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1993620,121,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2988129,9,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1549493,34,8,16,65,142,199,35,77,142,204,16,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1356948,40,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1883523,10,12,0,0,0,0,0,0,1,3,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1515677,181,8,94,240,480,720,84,238,435,725,82,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1414358,1,8,0,8,8,8,0,1,6,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1187437,1,8,3,1,4,7,0,4,8,12,2,"No",0,0.99,0.81,0,"No","No","No","Yes","No","No" +3055673,580,8,0,1500,2500,3500,126,718,1513,2136,277,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1462905,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1769035,5,2,0,5,5,5,0,0,0,0,0,"No",0,0.85,0.8,0,"Yes","No","Yes","Yes","No","No" +3276997,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1983903,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2123981,7,16,0,0,1,3,1,2,5,6,2,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1209317,7,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1888413,0,12,0,7,10,14,0,3,8,9,0,"Yes",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2078129,175,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2120184,5,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3228883,5,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1122575,121,2,0,0,0,0,0,4,4,6,1,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +3187042,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3044303,604,8,184,879,1938,2830,290,1002,2260,3589,231,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2037229,14,4,0,45,67,67,19,47,100,129,6,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1229373,431,8,53,94,406,646,63,277,648,970,266,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +3031847,18,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1699364,10,4,0,0,0,0,2,5,5,7,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2882332,376,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2202917,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1209393,2412,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1617035,80,2,24,0,24,48,8,29,60,91,16,"No",0,0.77,0.46,0,"No","No","No","Yes","No","No" +1230175,0,4,0,4,14,14,0,0,0,0,1,"No",0,0.01,0.33,0,"Yes","No","Yes","Yes","No","No" 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+1332381,17,2,17,5,16,16,0,0,0,0,2,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +2113305,3,8,6,117,147,177,10,46,113,167,26,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","Yes" +1202159,32,8,0,0,0,0,0,1,2,3,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1220291,56,8,0,0,0,0,2,14,20,49,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1668505,9,14,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2098380,43,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2155193,91,2,0,0,0,0,0,82,82,84,0,"No",0,0.64,0.61,0,"Yes","No","Yes","Yes","No","No" +1541298,11,8,0,0,0,0,0,3,5,8,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1633581,9,9,0,0,0,1,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3003934,21,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2068710,3,2,0,0,0,0,2,4,4,4,0,"No",0,0.08,0.05,0,"Yes","No","No","Yes","No","No" +1508616,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2841259,12,8,0,7,7,14,3,8,12,26,4,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1752072,0,4,0,9,13,13,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1233736,44,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +2269215,159,4,3,0,8,50,6,22,36,41,2,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1628572,68,2,3,56,128,184,18,66,141,282,6,"No",0,0.86,0.85,0,"No","No","No","Yes","No","No" +2261388,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3015170,10,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2904805,88,8,0,0,0,0,1,3,3,6,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1621955,152,8,0,0,0,0,8,24,83,96,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1126935,0,12,7,480,768,1008,252,423,649,916,73,"No",0,0.98,0.96,52,"No","No","No","Yes","No","Yes" +2119568,1021,2,682,1877,4205,6989,649,2539,5266,6892,621,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1219605,5,8,0,10,17,24,5,8,16,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1696886,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3083369,15,2,0,0,0,0,1,2,2,2,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2043459,0,2,0,2,4,5,4,5,7,8,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1537544,0,4,0,5,6,6,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1424649,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1855374,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1857015,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3182592,48,2,0,0,0,0,0,0,0,2,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2226434,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2893936,563,5,54,4417,7305,10463,966,2998,6087,9029,580,"No",146,0.73,0.7,0,"No","No","No","Yes","No","No" +3001700,172,4,22,142,210,268,40,96,192,300,42,"No",0,0.06,0.18,0,"No","No","No","Yes","No","No" +2258948,163,2,10,420,800,1180,128,339,659,925,29,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","No" +2082763,129,8,0,0,0,0,5,12,23,35,1,"No",0,0.22,0.27,0,"No","No","No","No","No","No" +1199182,88,2,0,0,0,0,2,5,7,8,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1305735,23,2,2,15,22,22,0,0,0,0,1,"No",0,0.76,0.76,0,"No","No","Yes","Yes","No","No" +1503690,0,8,0,108,108,108,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2995766,0,8,0,77,77,77,0,0,0,0,2,"No",0,0.34,0.51,0,"Yes","No","Yes","Yes","No","No" +2060791,15,8,0,15,30,60,0,9,10,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1760406,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1384879,8,8,0,15,15,30,3,11,20,25,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +1267359,0,8,1,0,1,2,0,1,1,1,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1927381,275,12,0,0,0,0,1,3,18,24,10,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1851113,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2042819,51,8,1,78,126,158,24,64,136,199,115,"No",12,0.95,0.87,0,"No","No","No","Yes","No","No" +2871616,1002,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +3180657,5,3,0,81,163,264,20,36,55,80,14,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2157329,71,17,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1824506,0,8,0,4,6,8,1,3,3,4,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2875623,10,0,0,197,354,465,14,28,28,28,24,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3190917,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1356231,15,12,0,7,24,24,9,14,32,47,9,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1276396,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2076984,61,8,0,22,66,88,13,35,74,114,38,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1835709,57,12,12,102,159,229,27,101,181,259,27,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1981106,11,8,0,0,0,0,0,2,6,10,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2142372,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1756058,-5,8,0,87,146,174,39,129,396,433,0,"No",0,0.46,0.33,5,"No","No","No","Yes","No","Yes" +1589194,7978,8,3840,2560,7424,13184,504,3264,6564,7841,3012,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1328852,0,8,0,10,10,10,0,2,4,9,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2953340,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1398722,237,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1991390,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.32,0,"No","No","Yes","Yes","No","No" +2194091,85,4,0,0,0,0,0,0,2,3,0,"No",0,0.47,0.42,0,"No","No","No","Yes","No","No" +1343790,48,8,0,0,0,0,0,0,3,3,0,"No",0,0.71,0.65,0,"No","No","No","Yes","No","No" +1767928,9,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1157518,0,12,0,93,172,271,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2084033,47,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +3132418,12,52,2,1,1,1,0,0,1,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2149296,10,12,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1125109,24,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1243456,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2820716,5,NA,0,0,0,0,0,0,0,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1870921,186,8,0,0,0,0,4,7,19,34,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2923322,54,8,20,0,0,0,6,21,49,81,7,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +1198108,16,8,0,0,0,0,3,8,11,18,6,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2907368,111,8,22,404,644,932,174,570,1066,1570,53,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1592612,1,4,0,49,80,142,17,38,88,129,10,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1675274,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.9,0,"No","No","No","Yes","No","No" +1194022,2,12,0,2,3,5,1,3,4,6,0,"No",0,0.87,0.59,0,"No","No","No","Yes","No","Yes" +1506942,24,2,0,0,0,0,0,0,1,76,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3042724,12,8,5,5,20,30,3,5,12,23,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1248965,339,2,0,156,468,780,63,242,594,686,71,"No",0,1,1,0,"No","No","No","Yes","No","No" +1225304,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +1435744,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3124221,355,8,26,450,900,1050,189,477,837,1255,174,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1623255,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1155865,1,8,0,0,0,0,1,1,2,4,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1676853,262,4,126,176,432,616,87,217,440,649,38,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1232124,24,2,0,22,66,132,11,31,61,81,8,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +1534284,4725,12,0,0,0,0,15,41,83,93,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1715275,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1159865,165,8,71,61,169,277,44,137,268,439,41,"No",0,0.95,0.88,0,"No","No","Yes","Yes","No","No" +2059640,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1148579,3228,4,3,0,0,0,102,390,686,1079,75,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1195283,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1753383,1,9,0,15,31,47,3,10,18,26,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +2826999,102,8,0,0,0,0,0,22,25,169,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1323166,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2146466,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1576080,13,9,0,0,0,0,0,0,1,4,3,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1206439,1,8,0,2,4,6,1,3,3,3,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1348281,2,8,0,8,18,32,4,20,39,50,2,"No",0,0.84,0.78,0,"No","No","No","Yes","No","Yes" +1617169,0,8,0,11,17,23,1,4,12,17,3,"No",0,0.3,0.3,0,"No","No","No","Yes","No","Yes" +2121641,0,4,0,9,9,9,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +1353977,40,8,0,0,200,200,10,23,43,62,11,"No",0,0.82,0.82,0,"No","No","No","Yes","No","Yes" +3047529,1,2,0,1,2,2,1,1,4,4,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1663899,0,NA,0,0,5,5,1,1,2,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +3150460,17,2,0,0,1,9,7,12,21,28,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2811912,204,0,0,0,150,300,24,87,115,115,17,"No",0,0,0,0,"No","No","No","Yes","No","No" +3129582,21,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.98,0,"Yes","No","Yes","Yes","No","No" +1565380,0,12,0,6,10,13,3,6,6,11,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1461119,0,4,7,1,1,1,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1766770,6,8,0,0,0,0,0,0,0,4,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2312560,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1435243,12,2,0,0,0,0,1,2,3,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1774172,0,4,0,7,7,7,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2835282,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +3265276,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1545128,2,8,0,16,34,43,2,10,24,37,0,"No",6,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1289559,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","Yes","Yes","No","No" +3032046,40,8,0,24,48,72,5,22,61,88,17,"No",0,0.34,0.37,0,"No","No","No","Yes","No","No" +2953427,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1955583,13,12,4,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1376559,5,8,0,0,0,0,0,0,3,5,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1998033,492,8,49,96,288,432,94,272,535,794,76,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3213801,4,2,0,1,3,3,0,0,0,0,0,"No",0,0.82,0.84,0,"Yes","No","No","Yes","No","No" +2102847,14,NA,0,0,0,0,0,0,25,25,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1995882,6,2,0,0,10,10,0,1,5,11,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1625043,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2993164,69,8,0,8,20,36,6,26,43,82,20,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +2152874,10,12,0,0,0,0,6,6,7,8,0,"No",0,0.62,0.65,4,"No","No","Yes","Yes","No","No" +2254649,126,2,45,276,510,718,130,293,555,797,139,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +2100155,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3158443,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2968153,249,8,0,0,0,0,0,3,3,5,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3181792,0,2,0,57,57,57,0,0,0,0,2,"No",0,0.36,0.13,0,"Yes","No","No","Yes","No","No" +2193841,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.74,0,"No","No","No","Yes","No","No" +1524169,4,4,0,0,2,3,0,1,2,4,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +3122056,1,8,2,0,1,2,0,2,3,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1778702,9,12,6,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2115837,11,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +3046798,0,12,0,5,8,8,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","Yes" +1861684,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2856349,286,NA,0,0,0,0,6,8,13,21,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2912265,0,8,0,3,4,5,1,3,3,4,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","Yes" +2271456,21,8,0,0,0,0,1,1,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3133154,4,8,0,21,35,47,5,13,19,35,10,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +3020377,18,9,0,0,0,0,1,1,1,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1931129,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1528389,15,8,0,0,0,0,0,0,3,6,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1173322,113,8,0,0,18,45,7,20,49,90,34,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1696311,24,NA,0,0,0,0,1,1,3,3,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1654871,677,8,181,2147,3645,4765,561,1652,3163,5185,517,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1603620,269,4,149,433,749,907,161,407,671,1090,17,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1487138,15,8,0,0,0,0,2,6,16,22,3,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2891494,290,5,0,188,309,466,82,325,637,1044,83,"No",0,0.75,0.67,0,"No","No","No","Yes","No","No" +1507114,94,8,0,0,0,0,2,7,10,11,1,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +3217644,127,2,0,0,0,0,5,23,49,71,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3052930,10,8,0,0,2,4,1,3,11,12,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1758200,0,2,0,14,14,14,0,0,0,0,1,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","Yes" +1433636,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1603337,17,8,0,0,0,0,1,1,9,9,3,"No",0,0.97,0.99,0,"Yes","No","No","Yes","No","No" +3252339,61,4,0,279,489,729,52,164,274,356,20,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1597439,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1149278,9,8,0,0,0,0,0,1,2,5,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1444442,2,8,0,25,25,25,0,1,2,3,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +2169019,190,9,0,240,240,350,62,158,302,518,46,"No",0,0.94,0.79,0,"No","No","No","Yes","No","Yes" +2203117,56,0,0,0,35,35,11,22,50,70,14,"No",0,0,0,0,"No","No","No","No","No","No" +2177535,35,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3145847,201,4,0,0,0,0,24,57,135,135,5,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +2197538,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1609700,11,8,1,30,84,111,4,24,60,88,1,"No",1,0.34,0.56,0,"No","No","No","Yes","No","No" +2105602,10,8,1,0,0,0,43,88,90,90,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","Yes" +3185839,166,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1624639,6,8,5,0,0,3,0,1,6,13,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2282618,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1170029,80,12,0,60,118,176,15,57,103,149,27,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2057575,15,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2027378,53,4,0,0,0,0,1,1,3,3,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1430103,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3179428,24,2,0,0,0,12,5,20,42,65,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1725674,36,9,2,0,0,0,1,5,15,25,10,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1222720,37,8,8,84,156,252,22,109,196,247,46,"No",0,0.39,0.39,5,"No","No","No","Yes","No","No" +2175725,1010,8,0,0,0,0,0,21,74,125,9,"No",0,1,1,0,"No","No","No","Yes","No","No" +1775179,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2975277,57,8,1,43,80,116,7,39,113,201,41,"No",0,0.22,0.13,0,"No","No","No","Yes","No","No" +2816635,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +1916345,-30,8,0,290,424,527,41,147,298,489,39,"No",48,0.61,0.61,41,"No","No","No","Yes","No","Yes" +2132571,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +2232862,194,8,0,0,0,0,3,16,25,53,5,"No",0,0.62,0.72,0,"No","No","No","Yes","No","No" +3016376,37,8,0,0,7,7,0,0,0,0,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1576177,9,8,0,0,0,0,0,1,2,3,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3194638,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2974069,642,8,196,520,1293,2128,261,903,2118,3177,195,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1625810,1,2,0,10,10,10,0,0,0,0,0,"No",0,0,0.08,0,"Yes","No","No","Yes","No","No" +2245798,22,12,1,0,0,0,0,0,5,9,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1185004,2067,2,0,0,0,0,2,4,4,9,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3040541,51,8,0,0,0,0,0,1,1,1,1,"No",0,0.66,0.87,0,"Yes","No","No","Yes","No","No" +1198151,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2932267,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2920267,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1413299,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"No","No","No","Yes","No","Yes" +1363770,73,2,88,104,240,368,53,135,336,517,44,"No",0,0.33,0.57,0,"No","No","No","Yes","No","No" +1177606,196,NA,15,0,0,0,67,233,449,850,76,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3101379,44,16,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +2307815,6,2,0,0,10,10,1,1,5,12,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2066950,16,9,0,0,0,0,0,0,0,1,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1441098,255,9,11,336,528,816,74,251,480,713,87,"No",0,1,1,0,"No","No","No","Yes","No","No" +2195385,27,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2041075,1,8,0,16,34,52,5,9,29,42,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","Yes" +1173706,6076,9,0,8157,12423,15833,0,0,0,0,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1272927,34,2,0,0,0,0,0,1,3,6,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1470586,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1966860,10,2,0,0,0,10,0,1,5,8,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1312152,73,8,25,14,58,102,6,38,78,127,35,"No",0,0.02,0.03,0,"No","No","Yes","Yes","No","No" +1719966,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1589504,1380,2,20,800,1600,1600,162,687,1109,1944,236,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2859421,68,8,0,0,0,0,0,0,8,9,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1636057,4,NA,0,0,0,0,9,23,68,91,8,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3165421,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3167417,21,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1798259,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2264388,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1843206,10,52,0,0,0,0,2,8,20,37,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +3064948,37,NA,0,0,0,0,2,4,6,10,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2176043,12,2,0,0,0,0,0,0,3,3,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1288869,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +3265018,130,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2823869,18,2,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +2038053,1257,2,1154,5700,10550,15850,1637,5206,10423,15935,1145,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1211385,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3254066,0,2,0,2,2,2,0,0,1,2,2,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2220170,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1112273,35,8,0,16,32,48,5,16,30,42,5,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +1792660,2,8,0,30,75,105,14,43,77,97,1,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","Yes" +1538189,152,8,120,1001,1649,2161,316,859,1463,2217,339,"No",25,0.44,0.62,17,"No","No","No","Yes","No","Yes" +1136600,18,8,0,0,0,0,0,0,0,3,2,"No",0,0.07,0.33,0,"No","No","No","Yes","No","No" +2855425,147,8,0,0,0,0,0,1,2,2,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1651590,20,8,20,45,87,136,24,56,94,127,18,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +3166941,2052,8,6,0,0,0,35,180,406,627,859,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +3091856,15,12,0,0,0,0,1,1,2,3,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2296546,39,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1668730,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1780923,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2004441,12,2,0,3,3,3,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1818951,9,8,5,0,0,0,1,1,1,1,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1543788,0,8,0,4,5,7,0,5,6,8,3,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1268148,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +2053065,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3225894,301,8,102,135,315,540,80,259,498,686,132,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1874754,4,NA,4,8499,8499,8499,296,956,1998,3129,269,"No",0,-99,-99,8,"Yes","No","No","No","No","Yes" +1248726,240,8,88,399,669,939,60,276,686,1265,158,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2992450,407,8,3,0,0,0,6,36,99,151,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2842035,86,8,0,112,168,224,28,49,110,165,33,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1953190,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1330805,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1534601,12,8,0,0,0,0,0,1,9,17,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1962397,8,4,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1968037,5,2,0,8,18,30,1,7,8,12,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2228587,2,2,3,16,30,52,8,18,35,42,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1401804,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1797171,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2992671,0,8,0,10,10,10,0,2,3,3,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1445581,30,8,0,574,889,1160,113,250,416,693,118,"No",0,0.99,0.86,13,"No","No","No","Yes","No","Yes" +2224730,0,2,0,16,16,16,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","Yes" +1537217,6821,12,2377,10368,12672,17280,1822,7931,20400,35519,2186,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1449322,9,6,0,0,3,9,2,7,16,21,6,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1130865,65,2,0,0,0,0,0,1,7,21,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +2973739,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2191006,15,2,0,0,0,0,2,6,13,13,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2995247,60,8,0,0,0,0,21,37,45,50,20,"No",0,0.82,0.88,0,"No","No","Yes","Yes","No","No" +2829411,617,9,0,0,0,0,13,57,116,173,20,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","No" +3052522,36,4,60,0,0,0,0,0,0,0,1,"No",0,0.56,0.58,0,"Yes","No","No","Yes","No","No" +1427313,92,8,0,0,0,0,17,47,47,47,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1885948,60,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3075374,26,8,0,20,20,20,9,19,34,65,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1584982,15,2,0,0,0,0,0,7,15,19,3,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2176616,233,52,0,0,0,0,1,7,12,16,10,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1170066,7,8,0,0,0,0,0,3,3,5,1,"No",0,0.7,0.61,0,"No","No","Yes","Yes","No","Yes" +1693708,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1801516,37,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1249813,45,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +3191178,0,NA,0,2,2,3,1,2,2,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3141797,39,2,29,126,207,279,42,107,211,293,31,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +1514295,25,2,0,49,114,179,10,57,91,160,8,"No",0,0.58,0.57,0,"No","No","Yes","Yes","No","Yes" +3047912,8,2,0,0,0,0,0,1,2,3,0,"No",0,0.89,0.87,0,"No","No","No","Yes","No","No" +1864219,111,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.7,0,"No","No","Yes","Yes","No","No" +2284659,1,12,0,0,0,0,0,0,0,2,1,"No",0,0.91,0.73,0,"Yes","No","No","Yes","No","No" +2842244,7308,8,26,0,0,0,163,571,953,1337,154,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1541036,2,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3259346,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2036970,96,8,0,0,30,60,9,30,60,114,20,"No",0,0.71,0.7,0,"No","No","Yes","Yes","No","No" +1744859,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1677161,3,2,0,24,48,72,11,28,44,67,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1986629,71,8,1,26,50,74,9,29,74,114,121,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2313299,10,2,0,0,6,12,1,6,20,27,1,"No",0,0.85,0.77,0,"No","No","No","Yes","No","Yes" +1600379,12,12,0,28,42,70,15,34,52,72,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1670672,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1841719,55,2,0,0,0,0,1,2,12,20,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1517972,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1384293,34,8,0,0,0,0,3,15,24,37,0,"No",0,0.5,0.53,0,"Yes","No","No","Yes","No","No" +2112337,39,2,0,7,42,77,5,35,80,116,0,"No",0,0.73,0.81,0,"No","No","No","Yes","No","Yes" +3104538,15,NA,0,0,0,0,1,6,8,12,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1293937,61,2,0,0,0,1,3,3,18,28,0,"No",0,0.48,0.53,0,"No","No","No","No","No","No" +2203396,160,12,0,0,0,0,0,1,4,12,2,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +1987479,470,52,2,0,0,0,0,1,15,29,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1142433,11,8,0,7,14,28,6,12,27,34,2,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1279227,9,8,9,5,35,70,10,32,71,94,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","Yes" +2235787,3,9,0,14,14,24,0,0,10,13,2,"No",3,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1490114,201,4,224,317,593,793,105,309,438,459,361,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1601080,6,4,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3144981,7,8,0,0,0,0,0,0,2,3,3,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1170706,10,12,0,0,0,0,1,1,2,3,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1790080,0,4,0,13,13,13,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1118683,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1863202,491,8,0,0,0,0,0,0,1,2,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1970546,2,4,0,1,2,2,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1601359,498,8,0,0,0,0,2,8,17,51,23,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1231950,21,4,4,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1641082,47,2,0,48,96,128,15,39,83,125,23,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1276175,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2049008,0,4,0,15,19,19,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2110032,11,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3086919,7,9,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1542166,-3,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","Yes","No","Yes","No" +1268447,851,8,0,0,0,0,58,193,441,695,87,"No",0,0.93,0.93,0,"No","No","Yes","Yes","No","No" +1374779,46,12,4,224,354,484,45,172,379,619,80,"No",0,0.22,0.26,0,"No","No","No","Yes","No","Yes" +1670565,153,4,58,1263,2175,3087,231,809,1157,1159,140,"No",36,0.63,0.72,3,"No","No","No","Yes","No","Yes" +2901790,3,2,0,0,0,0,0,3,3,3,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3175150,2,NA,0,0,0,0,0,3,6,9,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3191362,17,4,0,0,0,0,2,3,3,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1502128,546,52,0,0,0,0,0,6,6,6,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3007171,2,4,2,10,15,17,3,9,17,20,0,"No",2,0.73,0.78,0,"No","No","No","Yes","No","No" +2086976,11,8,0,0,0,0,1,1,6,9,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2946927,1479,8,517,0,0,0,40,110,237,373,50,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1708178,49,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3168301,6,2,0,0,0,0,0,1,3,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1295498,0,2,6,36,60,88,11,32,100,109,0,"No",0,0.39,0.17,0,"No","No","No","Yes","No","Yes" +1666966,69,52,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +2052866,110,8,3,40,70,100,18,56,123,202,25,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1817496,3,4,0,3,5,8,2,6,9,11,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1966404,9,8,0,6,6,10,1,8,17,23,3,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1289172,68,4,14,33,65,95,25,59,112,150,11,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1959043,9,2,0,0,0,0,0,0,10,10,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1527837,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1877669,1,8,0,7,7,21,7,18,29,31,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +3056280,4,8,0,0,0,1,0,1,2,2,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1749921,8,8,0,0,0,0,0,0,0,1,1,"No",0,0.92,0.96,0,"No","No","Yes","Yes","No","No" +2079336,73,8,0,0,0,0,0,1,2,2,1,"No",0,0.88,0.92,0,"Yes","No","No","No","No","No" +1780895,0,2,1,2,4,5,2,3,5,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1978134,183,8,0,0,0,0,0,0,0,2,0,"No",0,0.25,0.57,0,"No","No","No","Yes","No","No" +1125874,10,8,0,0,0,0,1,5,9,11,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +3272720,972,8,0,880,1760,2200,225,752,1481,2782,161,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1563180,10,2,0,25,25,50,0,3,12,24,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3219622,13,8,0,0,0,0,0,0,0,0,2,"No",0,0.16,0.1,0,"Yes","No","Yes","Yes","No","No" +2973562,2400,8,0,0,0,0,10,10,10,10,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1956112,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3252387,3252,2,0,0,0,0,15,43,90,130,1,"No",0,0.41,0.47,0,"No","No","No","Yes","No","No" +1994660,59,4,0,0,0,0,0,2,3,3,2,"No",0,0.68,0.57,0,"Yes","No","No","Yes","No","No" +2153929,-53,NA,0,0,0,0,0,0,0,19,27,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2114415,3804,12,0,0,0,0,0,0,3,39,4,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1932842,10992,NA,31,0,0,0,45,146,301,468,40,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2171857,16,9,0,0,0,0,0,0,0,0,2,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1812996,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3084246,63,12,5,23,63,106,13,45,89,133,26,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2147351,5,8,0,0,0,0,0,1,6,7,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2006296,195,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +1444730,0,2,0,5,55,55,0,0,0,0,1,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +3262809,23,9,0,0,0,0,1,4,9,13,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1972118,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1271788,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2934936,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","No" +1683817,27,8,0,404,404,760,100,226,330,489,21,"No",0,0.83,0.85,0,"No","No","No","Yes","No","Yes" +1754911,2,8,7,9,17,25,2,11,15,27,3,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1356667,0,2,0,5,7,7,0,0,1,1,0,"No",1,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1542595,28,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2286814,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1329970,22,14,0,0,0,0,0,0,1,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1767869,170,16,12,0,0,0,8,51,107,171,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1233333,15,8,0,0,0,0,0,2,6,6,0,"No",0,0.98,0.88,0,"Yes","No","No","Yes","No","No" +1387520,10,2,0,63,63,84,15,16,22,22,18,"No",0,0.28,0.28,0,"Yes","No","No","Yes","No","Yes" +1817853,15,8,0,0,0,0,0,0,2,4,2,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +3101045,404,52,0,0,0,0,0,0,0,5,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1576720,13,2,0,0,0,0,0,0,1,1,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2152750,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1281292,15,2,0,0,0,0,0,0,0,1,1,"No",0,0.47,0.47,0,"No","No","No","Yes","No","No" +1195147,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.66,0,"Yes","No","No","Yes","No","No" +1847145,2,8,0,0,0,1,0,0,2,2,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2991737,0,2,0,21,49,61,8,38,54,82,2,"No",0,0.94,0.96,0,"No","No","No","Yes","No","Yes" +2912434,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3205773,3,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1960955,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","Yes" +1765700,-9,6,3,7,7,8,7,13,17,17,1,"No",0,0.78,0.78,7,"No","No","No","Yes","No","Yes" +2274757,9,8,0,0,0,0,0,0,3,7,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1749932,-64,12,0,699,742,849,170,646,1672,2175,193,"No",0,0.94,0.89,80,"No","No","No","Yes","No","Yes" +3266606,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.58,0.38,0,"No","No","No","Yes","No","No" +1175710,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1122402,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3037717,0,14,0,20,20,20,0,4,7,9,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","Yes" +2243316,0,12,0,25,27,39,0,8,15,16,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1797845,4,8,0,9,13,17,6,17,27,37,6,"No",0,0.66,0.87,0,"No","No","No","Yes","No","Yes" +3206888,318,8,175,284,506,718,90,240,448,628,77,"No",0,1,1,0,"No","No","No","Yes","No","No" +1191534,-6,NA,0,7,9,10,14,52,85,129,0,"No",0,-99,-99,6,"Yes","No","Yes","No","No","No" +1400269,0,12,0,3,3,3,1,2,4,7,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2126694,9,12,0,0,0,0,0,2,2,5,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3179982,0,8,0,1,2,3,0,1,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1989537,8,8,0,60,80,120,14,61,90,108,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2093076,332,8,0,0,0,0,0,2,4,7,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1607847,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1895894,-1,8,0,18,30,42,2,10,23,36,0,"No",0,0.76,0.78,1,"No","No","No","Yes","No","Yes" +3269471,3,3,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2090385,24,8,12,3,13,23,6,23,72,122,8,"No",0,0,0.04,0,"No","No","No","Yes","No","No" +1441919,0,8,0,34,34,48,0,18,314,339,0,"No",0,0.85,0.9,0,"No","No","No","Yes","No","Yes" +1309517,9,2,0,0,0,0,0,0,0,4,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +2870889,8,2,0,4,4,4,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1287927,128,NA,0,0,0,0,0,0,3,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1346378,7,8,1,16,26,32,10,25,38,43,7,"No",0,0.87,0.55,2,"No","No","No","Yes","No","Yes" +1819209,447,8,13,0,119,266,67,194,377,534,61,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2904267,108,8,0,0,0,46,4,34,60,106,16,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1617226,20,8,0,10,17,17,5,23,47,100,16,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1558148,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +1239861,3,4,0,4,10,16,2,5,16,17,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2985428,7,2,0,0,0,0,1,4,4,4,0,"No",0,0.81,0.78,0,"Yes","No","Yes","Yes","No","No" +2084143,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2813048,15,9,0,0,0,0,0,3,7,8,47,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1589094,0,8,0,4,5,7,2,3,4,5,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +2206613,7,8,0,0,0,0,0,0,3,4,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +2023255,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2249071,502,2,124,550,1200,1800,134,598,1204,1945,329,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2856842,0,9,0,131,181,231,12,45,98,140,12,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +3246839,27,2,0,20,40,60,2,16,57,85,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3256879,2,9,0,0,1,2,0,1,1,3,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1519877,566,12,4,257,818,1376,78,384,591,853,118,"No",0,0.73,0.68,0,"No","No","No","Yes","No","No" +2267954,20,8,0,0,0,0,1,2,6,6,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1418521,10,8,1,195,269,356,38,144,216,216,46,"No",24,0.37,0.4,0,"No","No","No","Yes","No","Yes" +1253715,12,8,0,0,0,0,0,0,0,2,1,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","No" +1517360,-20,NA,0,0,0,0,22,106,190,295,37,"No",0,-99,-99,0,"No","No","No","No","No","No" +2945324,-4,2,0,18,24,30,22,25,35,39,0,"No",0,0.95,0.97,4,"No","No","No","Yes","No","Yes" +1940231,206,12,4,0,0,0,11,50,202,300,50,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +1956600,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1379059,0,8,0,2,3,5,2,3,4,4,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +3169220,17,2,0,0,25,25,2,13,16,19,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2136783,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +3106474,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2985358,9,2,11,0,14,21,2,7,21,30,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1270915,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2133306,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +3174096,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1414166,0,8,0,60,90,130,8,21,41,61,1,"No",0,0.72,0.81,0,"No","No","No","Yes","No","Yes" +1888951,70,2,0,0,0,0,0,0,26,26,2,"No",0,0.53,0.43,0,"Yes","No","No","Yes","No","No" +1384190,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2237526,128,8,0,0,0,0,2,7,17,49,5,"No",0,0,0.33,0,"No","No","Yes","Yes","No","No" +1704814,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.95,0,"No","No","Yes","Yes","No","No" +1982302,24,2,0,300,450,600,65,105,137,140,0,"No",0,0.51,0.51,0,"Yes","No","No","Yes","No","Yes" +2872664,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1633135,0,2,26,0,0,0,0,0,0,0,0,"No",0,0.86,0.86,0,"Yes","No","No","Yes","No","No" +1260876,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.8,0,"No","No","No","Yes","No","No" +2190600,51,8,6,42,54,66,0,23,120,146,1,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +3202647,7,9,8,10,20,30,3,10,17,26,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2885709,9,8,0,0,0,0,0,1,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2845323,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3275264,329,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3217369,133,8,7,107,255,370,29,95,219,326,50,"No",0,1,1,0,"No","No","No","Yes","No","No" +1161943,0,2,0,40,60,60,0,0,0,0,0,"No",0,0.26,0.32,0,"No","No","No","Yes","No","Yes" +3103219,10,8,0,0,0,0,0,0,1,2,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2080695,25,8,0,0,0,0,6,8,11,15,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1982054,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1344916,1,2,0,16,32,40,9,29,37,37,0,"No",0,0.49,0.45,0,"No","No","No","Yes","No","Yes" +3124093,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1282934,6,8,0,6,14,20,1,2,7,12,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1782736,32,8,0,9,21,32,7,16,38,60,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +2973573,27,17,0,0,0,0,2,2,4,7,0,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +2292689,26,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2254628,22,12,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +1529282,42,8,0,0,0,0,1,5,11,21,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2981619,6,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1199469,0,8,0,30,40,70,4,25,39,46,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +1213633,2,8,0,0,0,0,0,0,0,2,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +2065306,102,NA,0,0,0,0,1,2,2,10,7,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3272320,87,2,0,0,0,0,0,3,19,19,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3099608,24,8,0,20,32,56,2,17,37,49,0,"No",0,0.36,0.54,0,"No","No","No","Yes","No","No" +1590230,12,2,0,0,0,0,0,2,2,6,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +2961290,0,8,0,0,2,4,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1446741,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1936848,-29,8,36,573,926,1198,139,314,461,739,132,"No",0,0.99,0.86,53,"No","No","No","Yes","No","Yes" +2171716,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","Yes" +3038519,22,8,0,0,0,0,0,0,0,2,1,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1435971,13,8,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2158783,6,2,0,0,0,0,0,0,0,1,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1138545,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1986499,35,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2206016,19,8,0,0,0,0,0,2,3,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1924347,5,8,1,0,8,14,2,4,12,19,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3033241,2,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2933531,795,4,0,0,0,0,6,18,28,37,8,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1703205,13,12,3,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2841851,0,2,9,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","Yes","Yes","No","No" +1448029,143,8,3,0,34,34,12,30,59,104,31,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3203309,2,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1981143,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1492574,10,NA,0,0,0,0,2,11,23,30,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1530035,14,52,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +3161178,7,12,0,0,2,5,0,3,5,13,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2312332,1828,8,0,0,0,0,2,3,611,814,2,"No",0,0.84,0.93,0,"No","No","No","Yes","No","No" +1258827,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2905495,100,8,84,30,130,230,24,88,185,295,70,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1161095,203,2,0,0,0,0,0,6,20,23,13,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1916938,18,8,0,0,23,23,1,8,13,19,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1119858,0,4,0,4,7,7,0,0,0,0,1,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +1990896,8,8,0,9,26,48,1,5,5,5,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","Yes" +2008132,234,8,2,0,0,0,10,31,68,113,23,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1229182,125,9,0,0,0,0,0,1,4,6,0,"No",0,0.85,0.83,0,"No","No","Yes","Yes","No","No" +1608835,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1411586,9,8,0,0,0,3,2,5,8,11,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2081464,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3036643,30,8,0,0,0,0,1,1,2,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1227043,740,8,0,0,0,0,7,20,41,78,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1206157,4,NA,0,4,4,4,2,7,7,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2812627,8,8,0,60,60,60,5,20,55,61,0,"No",50,0.21,0.34,0,"No","No","Yes","Yes","No","No" +1483954,3,9,0,0,0,0,1,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1694422,4,12,0,1,1,1,0,0,2,3,0,"No",0,0.72,0.79,0,"No","No","No","Yes","No","No" +1319944,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.97,0.99,0,"Yes","No","No","Yes","No","Yes" +1355991,10,12,2,11,21,31,1,10,23,30,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1353703,54,2,60,40,120,160,6,39,112,203,0,"No",0,1,0.85,0,"No","No","No","Yes","No","Yes" +1684763,229,8,152,340,580,780,109,296,552,872,198,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2222413,1786,12,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.18,0,"No","No","Yes","Yes","No","No" +3155676,106,2,0,0,0,0,4,6,8,80,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2191093,105,2,15,855,1505,2155,235,711,1202,1724,181,"No",0,0.03,0.09,0,"No","No","No","Yes","No","Yes" +1338719,3272,8,250,3216,6336,9552,925,2418,4938,7368,832,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1867373,240,2,168,507,1061,1627,49,255,313,329,26,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","No" +1326104,93,12,0,0,0,0,0,0,1,1,2,"No",0,0.56,0.72,0,"No","No","No","Yes","No","No" +1660674,0,8,0,7,10,12,0,0,2,16,2,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","Yes" +3129224,433,3,0,0,0,0,16,33,73,113,19,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1432188,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2273136,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"Yes","No","No","No","No","No" +2976282,67,8,0,319,391,535,57,283,364,457,49,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2266076,440,8,0,120,240,240,41,110,299,438,90,"No",0,0.57,0.59,0,"No","No","No","Yes","No","No" +1298693,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2096973,83,8,0,0,0,8,3,21,51,77,17,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1781294,60,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2241960,33,2,0,0,0,0,2,3,5,16,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3124362,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1536076,162,8,1,0,0,0,4,37,67,96,25,"No",0,1,1,0,"No","No","No","Yes","No","No" +2850104,220,2,7,0,0,80,44,100,174,235,43,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3253554,168,9,0,0,0,0,8,30,42,60,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2895068,34,12,0,0,0,0,0,2,7,8,2,"No",0,0.87,0.94,0,"Yes","No","Yes","Yes","No","No" +1760680,1,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1852637,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2125816,24,8,0,0,0,0,0,2,2,2,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2802385,6,8,0,4,8,12,2,3,9,13,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3227805,27,8,0,0,0,0,5,19,33,49,0,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +1530766,1,8,0,10,15,23,7,11,15,23,2,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +1578871,88,8,2,180,180,180,32,92,180,279,12,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1600495,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1772801,-111,9,0,431,431,431,52,69,156,199,3,"No",69,0.86,0.84,112,"No","No","No","Yes","No","Yes" +3151076,481,8,0,0,0,0,0,0,2,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1927510,14,8,19,19,57,114,7,32,63,90,8,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1940703,55,NA,0,0,0,0,4,10,38,44,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2930138,343,8,19,3303,4911,6351,421,1486,3353,5904,331,"No",0,0.4,0.41,7,"No","No","No","Yes","No","No" +2187590,22,8,0,0,0,0,0,4,6,9,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1702180,9,10,0,3,3,3,0,2,6,13,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2988654,4,8,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3214229,21,8,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +3183353,55,3,22,142,254,382,65,127,326,456,25,"No",24,0.73,0.7,0,"No","No","No","Yes","No","No" +2141595,0,8,0,68,68,68,4,32,58,74,5,"No",34,1,0.2,0,"No","No","No","Yes","No","Yes" +1365859,0,8,0,10,10,10,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1868565,0,2,0,5,8,9,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1532949,2,2,0,1,4,6,7,9,13,19,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1160021,11,8,30,11,21,31,4,32,34,38,3,"No",0,0.92,0.76,0,"No","No","No","Yes","No","Yes" +2212207,0,8,0,36,52,72,7,21,57,94,18,"No",0,0.73,0.86,0,"Yes","No","Yes","Yes","No","Yes" +2934574,426,2,0,0,0,0,0,0,0,18,1,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1187620,0,12,0,9,18,27,1,9,16,21,2,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1209020,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.6,0.43,0,"Yes","No","No","Yes","No","No" +2123770,278,8,24,96,336,552,68,208,453,745,82,"No",0,0.9,0.84,0,"No","No","Yes","Yes","No","No" +2121212,8,4,0,0,0,0,0,1,1,1,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1344120,21,8,54,110,198,294,84,206,331,416,56,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2813698,32,8,0,0,0,0,0,0,4,8,1,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +2824941,5,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3218569,14,4,0,6,12,18,3,5,12,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2870252,41,52,0,0,0,0,0,2,3,9,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3225076,20,2,0,23,23,23,0,0,0,0,0,"No",0,0.79,0.77,0,"Yes","No","No","Yes","No","No" +2177607,11,52,0,50,50,50,0,2,3,4,2,"No",0,0.84,0.87,0,"Yes","No","No","No","No","No" +3174786,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2228148,232,8,0,0,0,0,2,32,124,199,14,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1721374,47,2,0,0,0,0,12,24,38,44,2,"No",0,0.87,0.81,0,"Yes","No","No","Yes","No","No" +2866931,12,8,0,0,16,24,4,7,11,14,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3235128,52,8,0,0,96,96,1,5,19,34,14,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2160111,556,8,491,459,1040,1794,186,698,1448,2007,212,"No",0,0.49,0.76,20,"No","No","No","Yes","No","No" +2806898,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2141914,55,4,0,0,0,0,4,11,17,35,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1957831,344,8,63,273,600,846,137,462,946,1557,189,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1425527,54,2,19,0,0,0,2,5,38,42,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2272844,21,2,15,25,40,40,4,18,36,61,3,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2827397,39,2,0,0,0,0,0,0,2,2,3,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2284336,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1267579,7,8,6,46,82,127,7,35,68,96,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1981395,5027,8,0,0,0,0,0,0,0,1,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" 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+2281052,14,8,0,0,5,14,0,3,14,27,9,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1210979,1,8,0,1,3,3,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1397422,4,8,0,0,0,0,0,0,2,6,2,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2276294,3,2,0,2,3,3,0,0,0,0,1,"No",0,0.57,0.61,0,"Yes","No","No","Yes","No","No" +2052515,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2030554,2,8,0,0,0,0,0,0,0,2,0,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +3202712,8,4,5,0,12,12,1,6,10,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2245566,274,2,146,189,567,882,93,358,691,953,108,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1939406,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1633002,8,2,0,0,0,0,0,0,0,5,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1776149,202,8,0,160,341,522,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1808795,-31,NA,0,0,0,0,571,1933,2357,2682,192,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2065672,22,12,0,0,0,0,1,1,3,12,1,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2243948,26,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3280784,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1980696,838,8,85,0,0,0,219,860,1943,3251,126,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2220793,3,8,0,0,0,0,0,3,5,8,2,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1553608,0,8,0,382,582,682,0,0,0,0,32,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +2913052,8,9,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1738934,18,8,0,0,0,0,5,6,13,16,1,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1979442,77,8,0,0,0,0,1,3,7,9,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +1140371,19747,NA,0,9545,27871,46098,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2962762,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.11,0,"Yes","No","No","Yes","No","No" +1520084,0,52,0,25,25,25,0,0,0,0,0,"No",0,0.82,0.88,0,"Yes","No","Yes","No","No","Yes" +2273330,27,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1523459,2,8,1,1,4,6,1,2,4,5,3,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1418527,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1739808,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2882958,5,2,0,0,10,10,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2194553,481,2,4,0,0,225,62,206,342,507,61,"No",0,-99,1,0,"No","No","No","Yes","No","No" +3100520,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +3185299,0,4,11,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2141705,30,9,3,2,8,26,4,20,41,61,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1565279,5,8,0,0,0,0,1,1,1,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +3040529,236,8,56,58,206,389,53,190,441,728,126,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1724009,16,12,1,5,5,5,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2078749,0,NA,0,55,55,55,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2078304,8,14,0,20,30,30,2,8,14,21,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2059851,40,8,11,95,127,165,23,153,205,267,17,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3020174,2,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +3199720,6,2,0,15,15,15,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +3109880,18,2,0,0,0,10,8,32,50,63,5,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1568720,105,12,2,19,34,73,14,48,160,245,9,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1729030,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2031160,5,4,0,0,0,0,0,0,0,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1526727,-80,2,604,108,432,810,705,998,1507,1783,254,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1819376,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1307376,1,10,0,9,14,24,0,7,10,13,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2880010,36,8,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2071056,335,8,27,286,594,905,108,309,667,1033,144,"No",0,0.57,0.74,0,"No","No","No","Yes","No","No" +2075683,37,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1681654,2,8,0,0,1,2,0,1,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3009141,132,8,0,0,0,0,13,61,149,284,30,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" +1955764,84,8,78,82,149,350,30,120,240,308,55,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +3124215,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3165605,3476,8,1886,6480,9360,10800,1344,2711,4697,9583,1521,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2034311,2,10,1,0,0,1,0,0,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2973382,11,12,1,7,7,7,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1934425,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2052602,1,8,0,9,13,17,1,6,8,10,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3075809,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2271343,5,8,3,11,21,29,2,12,22,25,5,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1677765,7,2,0,0,0,0,0,2,4,8,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2264294,64,8,14,108,184,244,82,137,196,310,47,"No",0,0.86,0.59,0,"No","No","No","Yes","No","No" +1204232,-1,8,36,292,488,702,55,223,362,474,47,"No",0,0.96,0.88,8,"No","No","No","Yes","No","Yes" +2827710,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2227718,140,12,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2936429,19,12,0,0,0,0,1,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2213750,2,2,0,3,6,8,2,5,8,8,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2245093,1,12,0,1,1,2,0,1,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2065924,0,2,0,51,95,143,0,0,0,0,11,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +3266806,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2034210,1728,8,778,3234,5940,8976,1106,3198,5873,9013,917,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1967462,0,12,0,4,6,7,1,2,3,6,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +1503206,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1490155,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1822668,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1457784,0,8,0,24,24,36,2,12,19,26,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2940393,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1161135,9,2,0,12,28,40,1,9,28,64,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1189478,6,2,28,0,0,0,12,23,23,23,0,"No",0,0.26,0.32,0,"Yes","No","No","Yes","No","Yes" +1204467,19,8,0,0,0,0,0,1,1,1,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +3186417,2,14,0,0,0,0,0,0,0,1,1,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1321970,9,NA,0,0,0,0,1,2,3,4,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1830608,33,9,9,53,112,166,13,35,88,141,18,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1480474,280,8,0,0,0,0,0,2,3,3,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1805388,6,12,3,12,15,21,4,14,26,32,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2133124,2,2,0,6,6,6,1,1,1,1,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +1245650,2,2,0,0,0,1,0,1,1,1,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +2049169,394,8,2,483,963,1533,176,714,1390,2083,150,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2079578,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.87,0,"No","No","No","Yes","No","No" +2951937,5,8,0,0,0,0,0,1,2,3,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1872708,0,2,0,3,3,3,0,0,0,0,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1791982,2,12,0,18,30,48,3,9,22,32,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3087401,38,8,14,0,36,50,10,29,75,129,11,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1324431,3,8,0,0,1,3,0,1,2,2,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","Yes" +1870754,43,8,0,0,0,0,1,5,9,15,9,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +1618846,12,2,0,12,24,36,9,19,29,38,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1299208,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1567738,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +3021108,476,NA,0,0,0,0,1,3,5,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2998036,22,12,0,0,0,0,1,2,7,13,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2884739,16,8,0,13,25,40,6,16,33,72,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1221338,46,4,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2069843,798,8,0,0,0,0,4,25,56,73,15,"No",0,0.91,0.9,0,"Yes","No","No","No","No","No" +1168429,1080,8,0,30,30,30,6,9,18,24,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1744959,3,8,0,4,12,16,1,6,12,21,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1397871,0,9,0,10,10,10,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1754385,41,NA,0,0,0,0,0,1,2,2,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1245413,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2094945,0,8,0,23,35,47,3,12,18,21,1,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","Yes" +1414766,1,12,0,3,5,7,1,2,4,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1372635,1,8,2,7,12,18,4,7,13,15,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1872725,42,4,4,0,0,0,3,23,42,70,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3074406,110,2,0,0,0,0,1,3,6,14,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2284891,5,8,1,2,4,9,2,5,8,13,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +3278253,28,4,0,0,7,7,5,13,38,52,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1371290,431,2,82,562,1051,1451,141,449,881,1376,184,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2961324,1950,8,0,0,0,0,2,5,9,16,6,"No",0,0.48,0.52,0,"Yes","No","No","Yes","No","No" +3145016,155,8,0,0,0,0,0,2,3,5,0,"No",0,1,0.8,0,"No","No","Yes","Yes","No","No" +3265402,1,8,0,19,29,34,4,6,20,33,2,"No",0,0.05,0.13,0,"No","No","No","Yes","No","Yes" +1727527,-2,2,0,555,817,1123,76,269,543,772,87,"No",0,0.35,0.27,6,"No","No","No","Yes","No","Yes" +1206580,0,NA,0,2133,4266,6399,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3088568,1,NA,0,0,0,0,0,1,1,4,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2215027,8,9,1,5,5,5,3,11,21,32,3,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +3126313,1,8,0,26,36,46,2,8,20,38,3,"No",0,0.18,0.1,0,"No","No","No","Yes","No","Yes" +2026277,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2012550,36,8,30,21,21,21,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2147785,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2825404,133,8,51,51,153,221,32,108,231,371,132,"No",0,0.63,0.68,0,"No","No","No","Yes","No","No" +1301897,948,8,0,0,0,0,49,138,267,447,61,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +3082707,31,52,0,0,0,0,0,1,5,8,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2200187,0,12,0,4,5,7,0,4,4,5,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2018974,8,2,0,0,0,2,1,6,15,18,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","Yes" +2007899,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2269393,210,8,0,0,0,0,6,16,22,59,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1239854,97,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1858547,9,2,0,25,50,75,2,25,61,85,2,"No",0,0.83,0.7,0,"No","No","No","Yes","No","Yes" +1248834,26,2,3,6,24,35,11,13,14,28,0,"No",0,0.77,0.77,0,"No","No","No","Yes","No","No" +2064494,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1709105,175,8,15,324,486,648,60,202,386,588,87,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2071849,58,8,4,63,63,126,10,35,72,110,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2128498,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2831690,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2856923,36,4,0,0,0,0,1,3,10,12,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1575005,19,2,0,0,0,0,0,5,7,7,1,"No",0,0.87,0.85,0,"No","No","No","Yes","No","No" +3220779,4,8,0,0,0,11,1,1,1,2,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1399442,110,2,63,168,312,456,30,121,265,433,61,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +3014608,279,8,67,255,565,813,72,262,543,835,104,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2178914,-171,12,0,2520,2640,2640,6,57,189,253,2176,"No",0,0,0,171,"No","No","No","Yes","No","Yes" +1810237,13,4,0,15,40,55,10,23,74,102,10,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +1307293,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.85,0,"No","No","No","Yes","No","No" +1291309,0,8,0,35,35,35,0,0,0,0,4,"No",0,0.86,0.88,0,"Yes","No","Yes","Yes","No","No" +3270561,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3050828,52,4,0,0,0,0,14,53,96,154,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1865980,51,12,0,65,79,121,15,46,74,104,35,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1163254,14,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1617416,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1555112,17,9,0,1,1,1,0,0,0,3,1,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2962869,230,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2983364,2094,2,941,4875,9000,13500,2021,5463,9084,12951,1547,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3074292,187,12,0,0,0,0,0,0,0,10,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2972995,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1597403,6,2,0,45,80,115,30,51,95,112,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3172314,0,2,0,4,5,5,0,0,0,0,1,"No",0,0.21,0.36,0,"Yes","No","Yes","Yes","No","No" +1474780,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1902915,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3180355,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1340060,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +1151400,24,4,0,25,46,74,1,22,91,127,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1533308,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2928331,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +3156930,6,8,0,12,24,48,3,14,33,39,1,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1472344,531,8,0,0,0,0,2,11,23,34,4,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +2050558,25,8,5,52,90,128,13,37,60,108,19,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +2814950,14,9,0,0,0,12,1,8,24,32,2,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1160950,44,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1895864,1,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1941258,19,2,0,0,0,0,0,0,1,2,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2986422,2,12,0,0,0,0,0,1,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3056247,5,8,0,0,0,0,0,4,8,12,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2307110,33,12,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1717983,2,2,0,2,3,3,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1195592,84,4,0,0,0,0,0,4,4,4,3,"No",0,0.76,0.53,0,"Yes","No","No","Yes","No","No" +2958278,1041,2,0,0,0,0,7,18,39,65,28,"No",0,0.84,0.92,0,"No","No","Yes","Yes","No","No" +3025504,2899,NA,3,0,0,0,23,77,147,235,33,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1518081,285,2,147,756,1476,2160,264,745,1402,2119,187,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2192116,19,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1888944,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1527582,95,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1818143,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1397314,115,2,0,0,0,0,4,24,56,73,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2964024,51,8,1,53,95,151,12,41,85,131,15,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1954892,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1886768,24,8,0,0,0,0,0,1,1,2,1,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1960387,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2190285,237,2,0,0,0,0,4,5,10,13,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +3104426,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +1794812,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.64,0,"Yes","No","No","Yes","No","No" +1838965,228,8,0,0,0,0,3,9,18,18,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1541998,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +3072917,8,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1570389,2,9,0,0,0,0,0,0,1,2,0,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +3159940,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1465359,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +1164968,71,2,0,0,0,0,0,0,0,1,4,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1283417,20,12,0,24,24,36,5,14,29,61,13,"No",0,0.74,0.72,0,"No","No","No","Yes","No","No" +1763736,26,8,0,0,0,0,0,0,0,1,0,"No",0,0.59,0.56,0,"No","No","No","Yes","No","No" +1200336,3,8,0,10,26,42,8,15,24,36,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2253192,11,2,0,0,10,10,1,11,12,24,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1798298,67,8,0,0,22,44,7,24,48,105,33,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1823580,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1734999,0,2,10,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","No" +3003603,0,2,4,5,7,7,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1777677,10,8,0,5,20,30,1,5,13,25,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3245988,39,4,4,24,40,64,8,23,45,67,13,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2072854,34,9,0,0,9,18,0,7,18,40,1,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +2988892,13,8,0,0,0,0,2,4,8,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2108441,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2259180,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1249961,54,4,37,80,170,270,41,103,198,256,32,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +1386947,0,2,0,120,170,240,0,0,1,1,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","Yes" +2969941,6967,8,5273,5280,12320,19360,3179,9834,18410,28320,2862,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3064329,1,2,12,8,24,40,5,16,34,41,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +3147976,7,8,0,0,0,1,0,2,3,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2072623,7,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2967625,50,4,0,0,0,0,1,7,18,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1215110,1124,8,0,0,0,0,0,7,7,12,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +2918615,7,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2814203,147,14,18,30,60,90,41,103,195,266,59,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3050637,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1997749,25,8,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +3002184,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2229238,0,8,0,3,4,5,1,2,2,4,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","Yes" +1293785,167,8,3,0,0,0,7,25,40,64,2,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3034338,64,2,0,0,50,50,1,15,32,45,0,"No",0,0.58,0.38,0,"No","No","No","Yes","No","No" +2021135,8,8,0,0,5,13,2,7,18,22,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2018453,21449,NA,2,0,0,0,30,56,86,151,45,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2166361,173,2,0,0,0,250,42,82,137,204,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1683373,0,8,0,11,19,29,1,11,16,30,6,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1790212,16,12,0,14,23,41,4,22,45,60,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1659373,6,8,0,0,0,0,0,0,1,1,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2173967,1,12,1,1,1,2,0,0,2,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2904784,40,8,0,0,0,0,0,7,9,22,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +1396703,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1386908,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","Yes" +2949500,8,8,0,0,0,1,3,4,7,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1944824,1,2,0,1,2,3,1,2,2,2,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1863670,0,2,0,2287,3007,3967,0,1,1,1,121,"No",0,0.66,0.4,0,"No","No","No","Yes","No","Yes" +1710291,25,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1838647,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1946339,121,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.93,0,"Yes","No","No","Yes","No","No" +1290610,11,2,0,0,0,0,0,0,0,2,0,"No",0,1,0.45,0,"Yes","No","No","Yes","No","No" +1592364,9,2,0,12,16,24,11,36,53,62,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1714367,10,4,8,18,33,48,7,17,31,44,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2189565,1,8,0,0,0,0,0,0,0,1,2,"No",0,0,0.02,0,"Yes","No","No","Yes","No","No" +1514212,1,8,0,3,4,6,2,2,3,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1243343,-32,8,15,747,1123,1611,338,694,1104,1451,236,"No",0,0.92,0.93,41,"No","No","No","Yes","No","Yes" +2311001,13,8,0,40,85,130,8,40,63,89,4,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2098988,2,9,0,43,64,85,2,15,37,51,3,"No",0,0.54,0.47,0,"No","No","No","Yes","No","Yes" +1572606,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +3267981,8527,NA,1584,0,0,0,7932,22944,44950,71581,6328,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2909175,48,9,0,0,0,0,1,3,10,13,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1137819,25,8,0,0,0,0,4,4,6,8,0,"No",0,0.11,0.47,0,"No","No","No","Yes","No","No" +1990906,12,2,0,24,24,24,8,11,15,15,0,"No",0,0.74,0.61,0,"Yes","No","Yes","Yes","No","No" +2275136,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1182917,6,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1607819,11,8,0,20,40,40,2,7,12,27,1,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1229898,13,8,0,0,0,0,0,4,5,5,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1613388,4,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2102375,14,8,0,384,576,768,44,187,326,605,71,"No",0,0,0,1,"No","No","No","Yes","No","Yes" +1221035,5,2,0,8,24,40,4,11,29,48,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","Yes" +1695412,9,2,0,0,0,0,0,1,8,8,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1746864,1761,8,62,0,0,0,701,935,1320,1775,270,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1859711,1561,12,0,0,0,0,2,34,63,88,4,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +1313535,8,2,0,0,0,3,2,10,14,20,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2236919,37,12,0,0,0,0,0,0,0,0,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3146142,7,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2291421,0,2,0,4,19,19,0,0,0,0,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +3053265,8,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1432506,0,2,0,7,9,9,1,4,6,7,0,"No",0,0.3,0.16,0,"Yes","No","Yes","No","No","Yes" +2168386,142,2,0,0,0,0,4,7,13,23,13,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +3252627,23,2,37,0,0,0,3,27,36,66,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1692635,4,10,0,4,8,12,1,3,8,10,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1929385,19,NA,0,1000,1000,1200,6,8,9,16,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1805793,0,4,0,15,19,19,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2046513,815,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1792578,-1,9,0,9,9,9,1,6,6,7,0,"No",0,0.7,0.78,1,"No","No","No","Yes","No","Yes" +2964034,18,2,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2924590,4,2,12,20,45,65,6,29,57,86,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1149984,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.84,0,"No","No","No","Yes","No","Yes" +2091119,213,2,0,0,0,0,0,2,2,2,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1974003,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3258798,31,8,0,0,6,24,5,17,41,81,10,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2222152,12,8,0,0,0,0,0,1,1,1,2,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +3239461,14,8,0,19,37,55,9,16,33,52,5,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2150362,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3102901,18,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2912250,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1891049,0,NA,0,0,38,53,0,90,90,92,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2167727,184,8,0,75,202,327,24,87,225,402,40,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1922342,27,8,0,41,81,111,12,47,83,106,20,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1354230,6,2,0,39,71,103,12,39,62,82,0,"No",4,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2103875,3,2,0,40,60,80,8,20,48,65,5,"No",20,0,0,0,"No","No","No","Yes","No","Yes" +1838893,32,8,1,16,70,106,12,25,67,112,0,"No",0,1,1,0,"No","No","Yes","Yes","No","Yes" +3274576,96,8,5,0,72,120,6,35,100,168,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1749954,23,8,0,0,0,0,1,1,8,14,0,"No",0,0.5,0.75,0,"No","No","Yes","Yes","No","No" +1885888,10,4,0,0,0,0,0,5,10,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1931121,178,8,172,308,632,968,97,337,670,1026,117,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1367343,12,8,6,19,23,39,0,13,24,26,6,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +3154199,9,2,0,0,0,0,1,1,1,1,1,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +2285927,12,NA,0,0,0,0,0,1,1,5,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1191884,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1890279,199,NA,0,0,0,0,1,5,10,17,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1148770,6,8,0,0,0,0,0,2,4,6,5,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3054932,81,8,0,0,0,0,1,2,3,5,2,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2910288,117,2,4,135,243,405,41,135,274,408,32,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2979043,0,9,0,13,26,33,5,14,19,23,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1815836,1112,2,269,2289,3431,4573,430,1393,2606,3887,413,"No",0,0.83,0.93,0,"No","No","No","Yes","No","No" +2820344,0,2,0,24,24,24,0,0,0,0,1,"No",6,0,0.55,0,"Yes","No","No","Yes","No","No" +2833058,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2914353,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3159516,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3101053,2725,8,0,2500,4500,6500,608,2084,3512,6305,757,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1352030,6,8,0,6,18,24,2,7,12,16,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2063046,20,2,0,21,26,26,16,25,25,25,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2265453,5,8,20,20,40,60,7,20,41,70,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +3055085,34,12,0,0,0,0,0,0,2,3,1,"No",0,0.66,0.74,0,"Yes","No","No","No","No","No" +3190510,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1198158,8,2,10,135,210,305,15,57,78,119,47,"No",15,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1397837,13,12,0,21,35,49,8,24,25,25,0,"No",0,0.38,0.47,0,"No","No","No","No","No","Yes" +3038460,22,8,17,16,30,42,14,45,78,102,45,"No",0,0.62,0.58,0,"No","No","No","Yes","No","No" +3195008,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1276114,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1352167,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2276769,5,NA,0,0,0,0,0,3,4,7,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1518167,65,2,0,0,0,100,4,10,18,19,2,"No",0,0.93,0.83,0,"Yes","No","No","Yes","No","No" +1594090,0,2,0,20,27,27,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +1680408,63,4,75,648,648,936,88,318,578,898,136,"No",72,0.7,0.64,1,"No","No","No","No","No","No" +1629317,35,9,0,0,0,0,22,34,40,97,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1459338,124,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1736979,0,4,0,23,35,37,2,2,2,2,0,"No",0,0.63,0.72,2,"Yes","No","Yes","Yes","No","Yes" +1915271,65,2,20,110,110,110,6,26,81,100,4,"No",0,0.94,0.97,0,"Yes","No","No","No","No","No" +2890809,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +2960186,24,8,0,0,0,0,1,1,3,3,1,"No",0,0.86,0.89,0,"No","No","Yes","Yes","No","No" +1993842,121,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1730387,78,8,1,153,253,303,33,111,186,311,24,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1470597,10,8,1,12,24,36,2,11,24,41,5,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2804990,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1418048,2,8,0,17,25,33,1,7,19,29,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2911397,1713,2,909,2663,5123,7763,682,2578,5235,7819,727,"No",0,0.99,0.99,2,"No","No","No","Yes","No","No" +2313802,8,4,0,0,0,1,0,1,4,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2948484,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1710716,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1784125,7,2,0,0,1,3,0,10,11,13,2,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +3264181,37,9,0,0,0,0,0,0,6,6,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1770038,1,8,0,2,4,4,1,3,4,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1415443,5,NA,0,0,54,81,6,23,44,63,2,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1987147,25,4,0,43,43,86,8,29,51,91,23,"No",0,0.46,0.49,0,"No","No","No","Yes","No","Yes" +1269804,1,8,0,0,0,1,1,1,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1945560,1,2,0,1,1,2,2,2,3,7,0,"No",0,0.66,0.4,0,"No","No","No","Yes","No","No" +2240526,17,8,0,2,12,20,4,10,17,28,2,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2901255,30,4,20,0,20,20,1,13,29,43,6,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2085307,3,2,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1623953,0,2,2,9,9,9,5,10,10,10,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +2875366,28,9,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2284897,1,9,0,0,0,0,0,0,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2819756,205,8,55,180,300,420,46,127,257,411,49,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3060605,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2192918,110,8,3,816,1476,2316,174,744,1376,1858,156,"No",12,0.31,0.18,0,"No","No","No","Yes","No","Yes" +1831448,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3011388,15,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1197357,4,4,0,0,0,0,0,0,1,3,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1850991,1,8,0,1,2,3,1,1,2,2,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1783334,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3173606,44,8,0,0,0,144,8,16,27,41,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1375084,2997,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1215070,946,2,294,975,1755,2925,283,885,1712,2414,263,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1170438,204,2,85,560,1160,1760,152,220,220,220,130,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2113410,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1905715,20,2,0,0,60,60,2,8,24,35,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +2106280,5,8,5,0,6,15,1,6,11,19,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1786145,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3075641,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1652850,8,12,0,30,47,64,4,23,30,47,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1203958,-69,12,50,725,1025,1325,250,588,1015,1554,131,"No",0,0.82,0.79,72,"No","No","No","Yes","No","Yes" +1247330,272,4,30,303,603,843,100,289,564,917,70,"No",0,0.82,0.78,0,"No","No","Yes","Yes","No","No" +3119907,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1798020,2,2,0,1,2,3,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3014060,9,8,0,0,0,0,1,2,4,8,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1141292,16,2,0,8,16,24,2,8,24,40,3,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2894196,83,12,36,60,83,123,15,40,81,137,24,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1932295,18,8,0,0,0,0,0,4,6,6,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +3280408,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1240318,3,12,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +3188339,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1281995,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1814195,-12,8,0,96,96,144,13,50,79,97,0,"No",0,0.95,0.84,12,"No","No","No","Yes","No","Yes" +1969228,6,8,0,0,0,0,2,2,5,7,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1147671,2,2,0,0,2,3,0,3,3,3,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +2156929,2,4,0,11,11,11,4,9,18,26,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +3152446,19,8,0,0,0,0,3,4,5,7,3,"No",0,0.43,0.43,0,"No","No","Yes","Yes","No","No" +2923987,4,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.4,0,"Yes","No","No","Yes","No","No" +3176918,6,2,0,0,0,0,0,1,1,1,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1444848,70,8,0,0,0,0,0,4,8,10,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1581163,2,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +2821368,0,8,0,2,2,3,1,1,1,1,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +3099430,144,2,1,100,200,350,36,134,229,355,57,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2019319,151,8,1,0,0,0,8,31,65,111,60,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2163769,0,2,0,14,14,14,0,0,0,0,1,"No",0,0.7,0.43,0,"Yes","No","No","Yes","No","Yes" +1773018,136,8,1,0,0,100,17,45,89,146,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2290608,3,2,2,5,10,15,6,9,19,24,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2894776,910,4,0,0,0,0,10,12,15,26,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2183659,177,2,0,0,0,0,0,1,1,2,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2823140,12,2,0,0,0,10,1,2,2,2,1,"No",0,0.82,0.68,0,"Yes","No","No","Yes","No","No" +2850411,104,2,0,0,0,0,0,0,0,1,2,"No",0,0.68,0.68,0,"No","No","Yes","Yes","No","No" +1901811,30,8,0,0,0,0,2,5,8,14,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2157566,40,5,5,306,482,570,29,189,315,463,39,"No",19,0.75,0.68,3,"No","No","No","Yes","No","No" +2221690,2000,8,729,2754,6324,9966,875,3293,7338,10948,1878,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1996066,32,8,3,0,5,15,8,25,39,59,5,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3031962,9,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1516248,19,8,0,0,0,0,1,7,14,23,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2062099,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2045113,155,8,0,0,0,0,0,4,12,17,2,"No",0,0.95,0.94,0,"Yes","No","Yes","Yes","No","No" +1883229,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1279667,0,2,0,24,39,59,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +2157627,21,8,0,0,0,13,2,5,16,26,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1493507,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"No","No","Yes","Yes","No","No" +2092258,507,NA,0,0,0,0,0,3,10,19,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2930963,19,8,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +2134024,3,8,0,2,5,7,0,1,3,7,4,"No",0,0.65,0.69,0,"No","No","No","Yes","No","No" +2914399,15,3,0,0,0,0,0,2,2,5,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1750660,537,8,211,618,1218,1668,135,403,842,1366,148,"No",0,0.84,0.88,0,"No","No","Yes","Yes","No","No" +1575240,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +3105017,13,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1162131,33,8,0,0,0,0,3,9,19,33,4,"No",0,0.64,0.77,0,"No","No","Yes","Yes","No","Yes" +3230099,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1936584,112,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1701180,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1555749,77,8,0,0,0,0,1,1,2,3,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2133365,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2180722,173,8,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +2087712,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1357155,41,12,0,0,0,0,3,6,10,11,9,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2153265,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1244838,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.86,0.93,0,"Yes","No","No","Yes","No","Yes" +1111655,-55,8,2,428,526,606,25,100,205,387,52,"No",0,-99,-99,56,"No","No","No","Yes","No","Yes" +1808523,2,8,0,2,3,4,1,3,3,3,0,"No",0,0.51,0.75,0,"No","No","No","Yes","No","Yes" +2247640,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1792433,3,8,0,0,0,0,4,19,36,59,2,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2301285,2506,NA,0,0,0,0,12,59,174,261,271,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1640380,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2871909,13,8,0,12,32,56,4,10,20,30,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1380847,12,3,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.76,0,"No","No","No","Yes","No","No" +1357886,16,8,0,0,0,0,2,10,22,29,10,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1174000,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.06,0.13,0,"No","No","Yes","Yes","No","No" +2096505,719,2,0,0,0,0,0,1,3,3,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1603690,77,8,0,64,110,156,13,48,96,134,24,"No",0,0.2,0.35,0,"No","No","No","Yes","No","No" +1819502,7,8,0,8,12,20,9,20,25,28,0,"No",0,0.07,0.24,0,"No","No","No","No","No","Yes" +1200225,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1487992,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2862003,100,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +2291478,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2241108,105,12,67,63,63,163,26,86,164,268,57,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +1470244,4,2,0,3,12,24,1,7,12,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1725783,7,8,0,27,57,87,6,13,25,41,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1576869,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2189859,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2137540,0,8,0,8,11,14,0,5,7,13,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","Yes" +1430832,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1366869,23,12,29,0,29,58,15,29,61,93,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2094495,4,8,0,6,18,24,2,7,16,30,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1306655,2,8,0,67,107,147,11,40,73,116,23,"No",0,0,0.5,0,"No","No","Yes","Yes","No","Yes" +2205197,97,4,180,133,298,463,91,383,897,1461,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2261360,2,9,0,4,4,4,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3111778,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2114543,65,2,34,105,199,278,45,137,263,348,59,"No",0,0.66,0.67,0,"No","No","Yes","Yes","No","No" +3050023,0,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +1748241,3,4,0,12,15,18,4,8,13,21,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +1708514,0,2,0,21,21,21,0,0,0,0,1,"No",0,0.24,0.28,0,"No","No","No","Yes","No","Yes" +1250441,169,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +1889138,854,8,6,0,271,700,95,277,811,1339,179,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2852599,-3,8,3,32,47,68,0,24,35,41,13,"No",6,0.5,0.46,3,"No","No","No","Yes","No","No" +2861600,13,4,0,0,0,0,2,6,10,19,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1749037,16,8,0,0,0,0,2,9,15,25,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1808317,5,8,0,1,4,8,2,3,4,10,4,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1620708,0,NA,0,0,0,0,2,6,8,11,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1770326,73,2,19,52,107,202,10,50,118,181,32,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1582606,65,52,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","No","No","No" +1279757,97,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1827814,0,8,0,0,29,29,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1843816,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1594059,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1760750,2,8,0,0,0,0,1,1,1,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2200025,202,8,18,300,460,600,102,274,537,745,103,"No",0,0.95,0.87,0,"No","No","Yes","Yes","No","No" +1397294,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2185041,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1711638,10,8,0,0,0,0,0,1,3,8,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1620325,63,8,10,0,48,48,6,24,52,84,21,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2259143,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1411333,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2012268,3,8,0,92,128,188,12,96,184,267,47,"No",0,0.73,0.68,1,"No","No","No","Yes","No","Yes" +1654453,15,12,7,8,8,8,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2982770,3071,NA,0,0,0,0,0,0,32,33,44,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2278422,34,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1523235,62,8,2,22,62,86,26,70,148,227,19,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1140859,215,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3006589,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1351367,5,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" 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+3191428,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3079883,7,0,0,17,41,69,3,9,9,9,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1579673,1,12,0,10,10,10,1,1,3,6,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2187981,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1773665,5,8,0,0,0,0,0,0,1,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2165670,0,5,0,1933,3291,5134,0,0,0,0,185,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +3009049,5,4,0,0,1,2,0,1,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1115135,7,2,0,0,0,10,1,2,6,11,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1513649,289,8,0,0,0,0,0,0,0,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2002577,0,2,0,24,24,24,0,0,0,0,0,"No",0,0.78,0.69,0,"Yes","No","No","Yes","No","Yes" +1267466,0,8,0,18,28,38,7,13,21,30,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1541992,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1603600,54,9,0,0,0,0,0,2,4,5,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2300903,10,12,0,0,0,0,0,0,1,2,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2289490,25,2,0,778,1300,1938,122,153,153,153,80,"No",80,0.54,0.65,5,"No","No","No","Yes","No","Yes" +1736916,0,2,0,6,6,6,0,0,1,1,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1786771,54,8,67,144,287,424,59,179,311,470,57,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3268186,99,12,0,0,0,0,0,1,2,2,2,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1466054,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2046068,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2844930,295,2,0,0,0,0,0,0,0,0,5,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2239522,1,0,0,8,8,8,0,5,11,12,1,"No",0,0,0,3,"No","No","Yes","No","No","Yes" +1565642,1,2,0,1,2,3,5,6,8,8,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +1960046,153,16,38,277,621,1010,98,312,612,866,67,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +1806819,34,12,0,0,0,0,0,1,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1265670,26,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2149864,46,8,0,320,512,656,66,207,379,532,131,"No",0,0.86,0.9,5,"No","No","No","Yes","No","Yes" +2306729,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.64,0.61,0,"No","No","No","Yes","No","No" +2195057,4,2,2,4,8,14,0,5,9,15,0,"No",0,0.9,0.85,0,"No","No","Yes","Yes","No","Yes" +3024377,2,2,0,1,3,4,2,2,4,5,0,"No",0,0.88,0.63,0,"No","No","No","Yes","No","No" +2147161,104,8,0,0,0,0,9,16,134,164,2,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1159836,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1595034,1562,2,0,0,0,0,25,110,235,361,31,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1685167,70,8,3,0,75,75,9,32,56,83,22,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1956304,86,8,0,0,20,60,6,27,72,112,19,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +3128935,4,2,0,0,0,0,0,1,1,1,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +2870439,0,12,0,10,10,14,0,3,9,15,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1513399,2,8,0,24,51,75,3,14,36,48,8,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +2000283,5,2,0,5,15,20,4,14,20,23,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1727116,4,8,0,19,29,39,4,7,19,28,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1272839,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1697036,14,2,0,18,42,66,17,39,58,75,4,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1436869,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1532122,50,12,1,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3259988,0,2,0,16,32,48,6,16,39,62,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2208602,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1909817,5,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2063540,2816,8,0,0,0,0,53,249,536,1016,207,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1139815,440,12,0,0,0,0,0,0,2,7,4,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2162956,27,8,0,0,0,0,2,5,13,14,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3226516,4,8,0,0,0,0,0,0,1,4,0,"No",0,0.7,0.53,0,"No","No","No","Yes","No","No" +1928666,30,2,10,0,0,0,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +3103505,1,2,0,19,26,33,1,11,13,20,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1823441,22,8,0,0,0,0,3,5,7,8,0,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1739691,2,12,0,2,2,2,0,1,3,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3275072,202,2,0,0,150,240,25,69,151,177,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3050696,30,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1588363,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1925281,2,4,0,0,1,1,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1569316,42,2,0,0,0,0,0,0,2,7,0,"No",0,0.14,0.14,0,"Yes","No","No","Yes","No","No" +1749759,8,2,0,0,0,0,0,1,1,1,0,"No",0,0.51,0.47,0,"Yes","No","No","Yes","No","No" +2216780,257,2,2,360,840,1344,48,330,618,1157,119,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1743490,11,8,0,26,52,65,8,22,60,84,9,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1362715,1,12,0,1,1,1,0,1,1,1,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1626933,0,8,0,18,28,38,9,16,23,36,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2071790,168,12,6,0,0,200,17,54,125,187,20,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3275450,15,4,0,0,0,0,2,5,9,16,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2826955,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3015462,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2881216,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1452337,2,4,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +2928717,0,2,0,12,21,23,0,0,0,0,0,"No",0,0.73,0.7,0,"Yes","No","Yes","Yes","No","No" +2989341,7,8,0,0,0,0,0,1,4,9,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1920887,-7,8,12,844,1344,1864,174,618,1056,1416,186,"No",0,0.95,0.97,13,"No","No","No","Yes","No","Yes" +3112707,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1538958,3,12,0,0,0,1,1,2,5,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1824539,30,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.87,0,"Yes","No","No","Yes","No","No" +2842200,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1237572,16,8,0,12,24,36,7,15,23,31,3,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1433204,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1167650,25,2,0,90,90,90,6,6,6,6,4,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1888631,179,8,155,500,500,500,50,147,286,514,55,"No",350,0,0,2,"No","No","Yes","Yes","No","No" +1641004,5,8,5,25,30,35,4,15,27,35,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +3187829,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1739490,706,4,0,0,0,0,8,17,59,66,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1257156,7,8,2,0,0,3,2,3,8,10,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1323688,259,17,0,0,0,0,1,2,4,9,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2876918,11,8,0,0,7,7,0,5,15,19,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1141904,15,8,0,47,95,137,11,25,25,25,17,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1165945,1885,8,0,0,0,0,6,23,44,71,0,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +2961427,13,8,0,12,12,12,3,6,12,23,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1276529,61,8,0,0,0,0,0,1,2,4,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1230214,212,8,8,200,400,600,77,186,433,746,60,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1282100,28,10,24,0,24,48,9,19,37,48,4,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1886946,14,8,18,58,96,144,25,56,97,132,20,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2058780,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1678138,63,2,12,96,216,348,33,89,137,154,18,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1788359,-582,8,324,3033,4293,5913,878,2060,3158,4300,856,"No",0,0.99,0.96,615,"No","No","No","Yes","No","No" +1738249,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1134495,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1406597,-53,8,6,1344,2088,2760,262,837,1582,2453,212,"No",78,0.93,0.91,53,"No","No","No","Yes","No","Yes" +2804459,4,12,1,2,4,5,1,3,5,8,2,"No",0,0.65,0.75,0,"No","No","No","Yes","No","No" +1536119,14,8,0,14,28,42,8,13,24,37,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1525273,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1684584,3,9,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2041839,10,2,0,40,80,120,11,31,47,73,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3072749,2,9,0,0,1,2,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1658278,284,8,4,0,0,0,13,35,86,150,18,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1397044,33,8,0,0,35,60,9,27,68,121,10,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1409819,1,8,0,4,6,9,0,5,13,18,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1674819,11,8,0,0,0,0,0,0,1,1,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1740039,10,8,278,7419,7419,8283,769,2551,5599,9462,927,"No",600,0.5,0.53,63,"No","No","No","Yes","No","Yes" +3027816,16,2,0,15,30,48,33,90,157,166,19,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1765061,3,8,0,6,10,16,2,6,10,12,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3266029,39,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1341957,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.32,0,"Yes","No","No","Yes","No","No" +2828435,0,9,0,5,9,11,1,6,9,19,3,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2197711,2,8,0,26,32,40,2,8,23,43,3,"No",0,0.18,0.09,0,"No","No","No","Yes","No","Yes" +1296674,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1446765,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1769873,35,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1987547,41,9,0,15,35,40,18,48,85,134,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1651339,19,8,0,21,33,53,10,26,47,76,11,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +1343073,863,NA,0,0,0,0,2,2,4,4,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1640627,5,8,0,14,23,32,8,15,27,42,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +3021700,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2253784,24,9,0,0,0,0,1,1,1,2,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1444326,15,8,1,5,5,10,5,7,17,24,4,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +1825869,34,9,0,0,10,20,2,7,18,40,1,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1668086,7,12,0,0,0,0,0,0,9,9,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1424825,51,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1516364,14,3,0,0,0,0,0,0,5,5,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1160797,96,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.87,0,"Yes","No","No","Yes","No","No" +2151998,0,2,0,17,21,21,0,4,4,4,0,"No",0,0.36,0.57,4,"No","No","No","Yes","No","Yes" +1473085,3,9,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3167396,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2128527,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +2912981,134,12,0,0,0,0,1,1,2,3,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1635326,0,8,0,19,26,33,3,24,37,50,4,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +1150988,258,12,0,0,0,0,4,4,8,10,3,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1285295,498,12,0,0,0,0,0,0,0,0,5,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1559491,6,2,0,0,0,0,0,0,1,3,0,"No",0,0.31,0.18,0,"No","No","No","Yes","No","No" +1483243,10,8,0,100,100,100,13,29,43,59,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1196844,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +1699428,26,11,0,0,0,0,2,7,18,19,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1867613,4,8,0,2,4,6,0,1,4,6,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3143947,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2020645,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2945719,5,NA,0,7,13,20,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2236416,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +2199205,0,2,0,17,39,45,8,14,20,20,2,"No",0,0.98,0.94,0,"No","No","Yes","Yes","No","Yes" +2989552,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3214045,0,8,0,3,4,6,3,4,6,7,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1509786,184,2,80,240,566,806,86,237,444,614,77,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2019535,5,2,0,10,10,10,0,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3235967,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2234051,6,8,0,4,8,14,1,8,11,21,5,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2304490,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.22,0,"Yes","No","No","Yes","No","No" +1119852,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","Yes","Yes","No","No" +3279714,44,8,0,0,8,40,2,12,36,43,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2090346,32,8,0,64,96,128,7,15,91,133,24,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3171228,9,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1964452,25,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2162224,0,8,0,10,10,10,0,1,6,9,4,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2272827,80,4,3,0,0,0,11,23,49,65,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3071724,4,2,0,0,1,2,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3221713,3,8,0,0,0,1,0,0,1,4,1,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1282653,239,8,0,100,200,300,63,316,497,686,48,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1861576,4,8,0,0,36,36,1,2,3,8,2,"No",0,0.95,0.8,0,"No","No","No","Yes","No","Yes" +2805211,47,8,52,64,144,216,13,93,165,201,25,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2300346,89,8,0,0,0,0,0,0,2,5,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1170953,25,8,0,0,0,0,8,12,24,40,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3004760,7,8,0,0,0,0,0,0,2,2,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1730827,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","No" +1520968,43,8,45,486,744,945,157,270,422,704,96,"No",0,0.66,0.66,0,"No","No","No","Yes","No","Yes" +1949255,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1380856,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2897353,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1534479,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1254292,20,5,0,0,0,1,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1381951,1,9,0,1,2,2,0,1,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2910903,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2146106,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.55,0.58,0,"No","No","Yes","Yes","No","No" +1129878,1,2,1,15,15,15,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1878806,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1666121,261,8,11,132,452,652,103,271,503,851,50,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2876364,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.85,0,"No","No","Yes","Yes","No","No" +1987146,10,8,0,8,16,16,0,202,207,216,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3014628,50,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2029501,518,2,0,0,0,0,0,15,17,22,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2019499,14,9,0,0,0,1,0,2,6,10,5,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1585403,73,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3219902,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2935694,0,8,0,31,40,58,5,18,36,68,0,"No",0,0.33,0.32,0,"No","No","No","Yes","No","Yes" +3011993,4940,2,0,0,0,0,0,0,5,5,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1329958,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.78,0,"No","No","No","Yes","No","No" +3000645,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2911655,22,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +1541729,0,9,0,20,29,47,6,18,31,41,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2116264,905,NA,0,0,0,0,1,16,70,104,9,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2153168,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2290122,659,8,40,0,0,0,45,175,340,485,59,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2261104,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +2228600,30,8,0,0,0,0,0,0,2,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2262222,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2013868,262,8,0,82,239,408,87,317,756,1231,99,"No",0,0.61,0.61,5,"No","No","No","Yes","No","No" +2102644,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1178994,66,8,9,81,156,201,23,64,117,206,21,"No",0,0.71,0.72,0,"No","No","No","Yes","No","No" +2062603,1,9,0,4,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2079650,0,2,10,30,50,60,12,27,39,63,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1304452,33,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3002609,13,NA,0,0,0,0,11,42,79,104,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2225383,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1884699,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1670958,5,2,0,1,4,4,0,0,0,0,0,"No",0,0.59,0.69,0,"Yes","No","Yes","Yes","No","No" +2197436,121,8,45,48,144,216,52,122,259,407,36,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2843096,19,12,0,0,0,0,0,2,5,8,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1409298,24,3,0,18,48,72,7,21,53,75,4,"No",0,0.03,0.1,0,"No","No","No","Yes","No","No" +2891672,216,2,297,1016,1821,2679,293,1073,1726,2338,224,"No",0,0.97,0.96,2,"No","No","No","Yes","No","No" +2059035,116,8,0,6900,11700,16500,0,0,0,0,0,"No",600,0,0,0,"No","No","No","Yes","No","Yes" +1636548,35,2,0,0,0,0,2,5,15,30,1,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +2144325,19,4,0,0,100,100,5,6,6,9,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","Yes" +1984484,1503,8,0,0,0,2000,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1177365,429,8,2,0,0,0,12,33,77,109,49,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1966945,16,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1908948,14,16,1,32,48,72,3,21,38,53,19,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1802164,1,8,0,0,0,0,0,2,4,4,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3025194,66,9,0,0,0,0,0,8,9,9,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +1580917,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1759391,5,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1395669,3,2,2,4,8,14,1,4,7,8,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2961963,0,2,0,6,6,6,2,4,4,4,0,"No",0,0.44,0.54,0,"No","No","No","Yes","No","Yes" +1968919,3,8,0,12,12,17,3,37,50,73,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3022379,455,8,0,0,200,400,35,112,263,434,136,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1956496,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1505762,85,12,4,116,268,344,42,173,368,798,27,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1864432,22,2,0,20,40,60,8,22,42,59,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1459607,5,2,0,0,0,0,1,2,2,2,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","Yes" +1821783,0,2,0,820,1360,1840,0,0,0,0,113,"No",0,0.88,0.94,57,"No","No","No","Yes","No","Yes" +1862421,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.74,0,"No","No","Yes","Yes","No","No" +1644693,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1503339,4,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1638269,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1329919,12,2,0,0,0,0,0,0,0,0,1,"No",0,0,0.09,0,"Yes","No","No","Yes","No","No" 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+1924979,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.6,0,"Yes","No","No","Yes","No","No" +1129210,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +2288164,1458,12,0,0,0,0,5,12,21,22,4,"No",0,0.73,0.68,0,"No","No","No","Yes","No","No" +3127189,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2166932,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +3086727,31,9,0,0,0,0,0,1,2,2,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3008346,0,8,0,20,28,36,10,14,23,36,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2181078,9,8,0,0,0,0,0,0,1,1,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1885812,270,8,231,336,672,672,98,288,581,893,102,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +1849152,17,8,5,5,10,15,3,5,20,32,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2928451,46,2,0,0,0,0,0,0,0,4,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +3023072,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1973483,2,12,0,3,5,8,1,2,5,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1411480,1,8,0,3,5,7,1,2,3,3,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","Yes" +3076210,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2199301,157,8,0,0,0,0,1,14,32,53,5,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2818689,30,NA,0,0,0,0,6,24,51,70,12,"No",0,-99,-99,0,"No","No","No","No","No","No" +2181054,203,8,21,279,670,1013,61,259,578,969,66,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +1551680,135,8,18,27,27,27,25,75,139,209,155,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1555422,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2038544,0,2,0,5,7,9,0,0,0,0,0,"No",0,0.79,0.57,0,"No","No","Yes","Yes","No","Yes" +3105626,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1940998,34,12,0,0,0,0,0,0,1,1,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1587006,15,8,0,0,0,9,1,9,24,44,4,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2080320,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3264439,129,8,28,151,283,382,46,139,234,352,67,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1777333,474,8,0,0,0,0,0,4,7,9,4,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2043660,8,2,0,0,9,9,2,9,13,14,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +3062339,63,16,14,34,92,135,12,40,91,150,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1869916,9,8,0,0,0,0,1,3,5,8,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1816884,0,8,0,85,85,85,0,0,3,15,0,"No",0,0.91,0.63,0,"No","No","No","No","No","No" +3264026,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2030948,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1703436,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1534235,6742,12,3347,14173,22813,31453,4176,12718,20981,33267,3965,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2974136,6,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2232635,2,2,0,4,8,12,1,4,9,14,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1529931,0,2,0,6,8,8,0,0,0,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +3271168,0,8,0,10,15,20,4,8,11,17,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","Yes" +1505757,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2925426,53,8,0,0,0,0,0,3,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2068488,0,8,0,6,6,6,0,2,2,4,1,"No",0,0.2,0.31,0,"No","No","No","Yes","No","Yes" +3096855,60,8,0,0,0,0,0,0,1,1,2,"No",0,0.62,0.56,0,"No","No","No","Yes","No","No" +2287679,443,8,0,0,0,0,7,35,74,132,23,"No",0,0.66,0.7,0,"No","No","No","Yes","No","No" +3118461,5,3,0,0,0,0,1,6,7,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2249184,32,8,0,0,0,24,1,6,28,40,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1131932,23,2,0,84,144,204,31,116,212,233,0,"Yes",6,0.96,0.83,0,"No","No","No","Yes","No","Yes" +3225484,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2095078,1,4,0,16,23,30,21,30,30,39,5,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1991078,1,9,0,0,1,1,1,1,2,2,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3206181,-276,8,89,645,896,1146,912,1098,1380,1625,180,"No",0,0.98,0.92,376,"No","No","No","Yes","No","No" +2256381,14,8,0,0,50,50,0,1,12,15,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +3267937,18,8,0,0,0,0,3,4,18,19,2,"No",0,0.76,0.83,0,"Yes","No","No","Yes","No","No" +2950872,62,2,0,0,0,0,1,3,6,7,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1981613,21,8,0,20,20,20,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1388864,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1406714,71,12,38,152,266,304,16,73,239,333,42,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1283404,39,9,0,0,0,0,1,25,47,48,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +3036416,0,8,0,3,3,3,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2182124,0,4,0,13,13,13,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +1471334,1,12,0,1,2,3,2,2,3,4,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","Yes" +1550341,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1356060,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2290722,2,8,0,0,1,2,0,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2863052,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1527680,9692,2,2160,0,0,0,5582,19085,39035,61297,7087,"No",0,0.76,0.82,6,"No","No","No","No","No","No" +1160118,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","No" +2003177,32,2,0,28,63,105,13,46,93,130,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2237653,0,12,0,8,13,18,1,5,10,14,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1831592,71,8,0,300,400,500,182,328,502,686,50,"No",0,0.98,0.99,1,"No","No","No","Yes","No","No" +1659350,16,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +1431073,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3168643,130,4,0,0,0,0,0,0,0,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1606601,7,9,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1710232,1,8,0,1,2,3,1,2,2,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1135126,7,8,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.76,0,"No","No","No","Yes","No","No" +1300884,32,2,0,0,8,16,1,4,13,17,2,"No",0,0.75,0.68,0,"Yes","No","Yes","Yes","No","No" +2901246,145,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1323675,5,8,3,300,300,300,10,37,81,114,22,"No",0,0.97,0.91,0,"No","No","No","Yes","No","Yes" +1520050,4,2,0,0,0,0,10,22,24,24,2,"No",0,0.99,0.91,0,"Yes","No","Yes","Yes","No","Yes" +2189677,22,2,13,79,141,206,16,22,22,22,0,"No",0,0.83,0.86,0,"Yes","No","Yes","Yes","No","No" +1602242,5,8,0,0,0,2,0,1,4,5,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1251142,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.83,0.81,0,"No","No","No","Yes","No","No" +1779060,892,8,0,0,0,0,0,22,54,108,2,"No",0,1,0.84,0,"No","No","Yes","Yes","No","No" +1393378,27,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1298479,1,8,0,11,17,29,5,14,26,41,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1625955,0,12,0,12,12,12,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2215151,2,8,0,6,12,16,1,5,10,12,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +1348644,9,4,0,12,24,30,6,10,17,32,3,"No",0,0.32,0.5,0,"No","No","No","Yes","No","No" +2173625,6,2,0,0,0,0,0,0,2,5,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2033233,474,8,0,0,0,0,28,99,162,241,21,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3018142,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1452608,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +1927389,50,12,24,193,208,283,10,119,181,290,28,"No",0,0.08,0.12,0,"No","No","No","Yes","No","No" +2923082,1,2,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","Yes","Yes","No","No" +1860708,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1939979,49,8,0,0,0,0,8,11,14,22,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1254906,167,2,0,0,0,0,13,34,64,84,4,"No",0,0.83,0.78,0,"No","No","No","Yes","No","No" +2264007,0,8,0,2,3,5,1,2,3,3,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +1375322,5,12,0,0,0,0,0,0,4,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2883913,6,4,0,0,0,0,1,1,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1180188,58,8,17,32,68,116,22,66,111,174,29,"No",0,0.93,0.91,6,"No","No","No","Yes","No","No" +3046393,5,4,0,0,1,4,0,2,4,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2988088,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2296097,4,8,0,10,20,30,4,16,28,49,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1421183,2402,8,0,0,0,0,0,4,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2984062,43,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1842549,20,8,0,0,0,0,1,1,1,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1837121,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1138324,12,8,0,0,0,0,2,2,2,2,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1113599,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +1205285,8,12,2,3,3,3,0,0,0,0,0,"No",1,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1231192,50,8,0,65,130,195,29,65,113,163,31,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1133282,-3,8,255,2209,3933,5549,305,1286,2329,4119,276,"No",0,0.84,0.91,15,"No","No","No","Yes","No","Yes" +1743605,12,8,0,0,8,16,0,4,8,11,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3228564,108,4,1,37,111,148,11,48,121,167,21,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2803111,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2898710,-1,8,0,42,63,84,3,25,48,80,8,"No",0,0.18,0.33,1,"No","No","No","Yes","No","Yes" +2837447,97,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3035050,35,8,0,0,0,40,2,23,35,48,2,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1917291,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.01,0.01,0,"No","No","Yes","Yes","No","No" +2957225,93,8,52,350,550,750,131,290,659,920,51,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2100175,1,8,0,19,19,28,1,6,12,18,0,"No",5,0.05,0.15,0,"No","No","No","Yes","No","Yes" +3198394,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1646294,11,8,0,8,16,24,4,9,20,31,0,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +1962825,0,2,0,5,6,6,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +2315647,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2210871,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1185740,-5,NA,0,0,0,0,17,52,93,121,27,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1310991,5459,8,343,0,445,1783,150,613,1240,1695,123,"No",0,0.69,0.59,0,"No","No","No","Yes","No","No" +1762099,367,8,200,300,700,1000,127,457,954,1462,157,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2150435,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1949631,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1905365,449,NA,0,0,0,0,7,27,43,64,11,"No",0,-99,-99,0,"No","No","No","No","No","No" +3099908,2,NA,0,0,0,0,1,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2237407,7,2,0,0,0,0,0,1,1,1,0,"No",0,0.44,0.53,0,"Yes","No","No","Yes","No","No" +3241260,1040,12,194,1000,2000,2000,352,946,1995,3038,239,"No",0,0.87,0.94,27,"No","No","No","Yes","No","No" +3097738,5,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1895752,12,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2268570,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2046087,0,2,0,7,10,13,1,3,4,6,1,"No",0,0.69,0.71,0,"Yes","No","Yes","Yes","No","Yes" +1786589,0,9,0,3,5,7,2,4,6,8,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","Yes" +1299469,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1361561,6,8,0,0,0,0,0,0,1,1,1,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1939334,14,2,7,22,52,67,5,17,30,59,7,"No",0,0.91,0.85,0,"No","No","No","Yes","No","Yes" +1459242,72,52,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","No","No","No","No" +1479962,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1687266,478,3,0,0,0,32,242,250,274,977,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2170515,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2251826,0,4,0,4,7,8,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +2031768,12,12,78,455,738,1049,0,123,273,365,58,"No",0,0.74,0.74,29,"No","No","No","Yes","No","No" +3206463,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +2207062,20,4,0,10,10,20,3,13,13,29,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +3082498,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1664565,25,2,0,0,0,0,2,10,23,34,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1120621,45,8,0,0,0,0,0,0,0,1,3,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1778531,10,4,0,0,4,6,1,5,10,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1424202,2,8,0,12,22,30,6,8,14,27,0,"No",0,0.67,0.62,0,"No","No","Yes","Yes","No","Yes" +2875671,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1796394,7,8,0,0,1,1,0,0,3,5,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1984730,5,8,0,24,40,56,9,23,37,47,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2105170,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","Yes","Yes","No","No" +2045773,151,8,0,0,62,107,11,38,92,168,33,"No",0,1,1,0,"No","No","No","Yes","No","No" +1980996,62,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1433038,404,8,0,0,0,0,2,4,8,13,13,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","No" +1341253,54,8,0,64,128,208,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2805378,0,9,0,1,1,2,1,2,6,8,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3269606,1,2,0,3,5,7,3,5,6,6,0,"No",0,0.94,0.89,0,"Yes","No","No","Yes","No","No" +1741047,377,12,23,0,0,0,46,111,275,520,44,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2027334,19,2,0,0,0,0,0,6,9,12,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1462024,30,2,0,0,0,0,1,2,2,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2874271,0,8,0,4,8,10,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2260380,0,8,0,20,20,20,2,5,9,12,0,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","Yes" +2827642,7,8,0,0,0,0,0,0,1,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1288449,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3279112,110,0,0,0,0,0,1,7,13,24,1,"No",0,0,0,0,"No","No","No","No","No","No" +1319284,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1277840,29,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.74,0,"Yes","No","Yes","Yes","No","Yes" +1243132,9,14,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2885311,14,12,0,1,1,1,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1398122,1,15,0,12,27,45,4,13,27,34,8,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3059131,24,8,217,192,302,412,82,170,313,454,146,"No",0,0.76,0.84,10,"Yes","No","No","Yes","No","No" +2276300,4,2,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.77,0,"Yes","No","No","Yes","No","Yes" +1833004,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3021283,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3254100,0,3,1,2,4,6,1,2,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2269272,50,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1239021,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +1781148,11,9,0,0,0,0,0,1,2,4,0,"No",0,-99,0,0,"No","No","Yes","Yes","No","No" +1876720,2966,5,5,0,1000,3000,440,1212,2811,4238,663,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1150997,13,2,55,112,192,284,44,114,186,267,31,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3152247,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2047644,0,8,0,60,60,81,0,1,3,69,0,"No",0,0,0,0,"Yes","Yes","No","Yes","No","Yes" +1847640,712,8,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.69,0,"Yes","No","No","Yes","No","No" +1917495,0,2,0,12,39,39,0,0,0,0,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +2973299,71,9,50,0,28,53,3,50,129,169,11,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2193361,2,12,0,0,1,2,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1422508,0,2,0,19,19,19,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3000628,98,9,0,0,0,0,4,21,43,49,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1430002,22,3,19,150,241,337,44,116,218,246,23,"No",0,0.52,0.41,1,"No","No","No","Yes","No","Yes" +2970328,31,8,9,16,44,65,7,26,48,78,12,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1168718,21,52,0,5,5,5,0,2,6,10,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2890263,22,12,0,0,0,0,0,1,1,3,3,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1141288,1,8,1,1,3,4,1,2,4,4,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1878297,166,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1188742,260,2,0,0,0,0,10,34,64,95,6,"No",0,0,0.05,0,"No","No","No","Yes","No","No" +2919913,146,8,0,0,0,0,1,1,1,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1397592,467,8,149,491,1139,1715,177,604,1161,1869,162,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2267713,7,2,0,5,12,20,0,1,3,3,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1596334,306,8,0,0,0,0,9,41,96,153,19,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +1631816,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1546640,3913,8,0,0,0,0,0,0,1,3,739,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1614810,120,4,70,70,140,210,22,63,84,197,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1821489,0,2,0,2,2,2,0,0,0,0,0,"No",0,0,0.49,0,"Yes","No","Yes","Yes","No","No" +1756487,95,8,0,48,48,96,15,128,244,319,34,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1143159,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.2,0.16,0,"No","No","No","Yes","No","No" +1112420,9,3,0,0,48,48,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1293656,4,8,0,1,8,16,3,8,15,22,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1864536,0,4,0,7,7,7,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2151936,98,2,0,0,0,0,0,5,5,5,1,"No",0,0.06,0.04,0,"Yes","No","No","Yes","No","No" +1858726,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2956304,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1603263,9,4,0,0,0,0,5,12,33,33,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +1208065,38,8,0,0,0,0,0,1,3,7,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2165918,15,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1295282,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2172123,4,8,0,0,0,0,0,0,0,1,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1158368,4,4,0,0,0,0,2,5,7,7,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","Yes" +1445435,58,8,5,93,113,123,7,15,35,55,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +3164909,-370,8,2,1550,1550,1550,619,647,980,1080,151,"No",0,0.83,0.92,417,"No","No","No","Yes","No","No" +1560818,13,8,0,92,137,182,17,65,111,169,19,"No",15,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +1494599,33,2,0,0,0,0,0,11,19,19,2,"No",0,1,0.5,0,"Yes","No","No","Yes","No","No" +1932144,265,2,0,0,0,0,3,17,35,44,1,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +2003516,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1592710,5,2,0,1,4,4,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1802732,0,8,0,2,3,4,3,3,6,6,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1818261,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2021008,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +3135206,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1175131,69,8,14,8,32,56,4,25,61,113,20,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1313180,3335,4,34,0,0,0,128,402,957,1344,107,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1803535,13,2,0,0,0,0,0,2,2,3,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2920843,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1943755,0,2,0,12,12,12,0,1,1,1,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1276291,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +2957012,8,4,0,1,1,1,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1376368,23,9,0,0,28,42,5,15,31,49,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3068656,82,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1324235,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1123584,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +3257122,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1557109,93,NA,0,0,0,0,2,23,46,71,10,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2219548,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1358131,7,2,0,5,10,15,1,7,16,18,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1282629,-1,3,4,208,348,460,141,202,441,613,87,"No",0,0.5,0.39,5,"No","No","No","Yes","No","Yes" +2218680,4990,52,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"Yes","No","No","No","No","No" +2918313,5,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1120717,0,8,0,7,11,15,2,6,12,16,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +1615627,5,8,0,33,50,67,7,20,36,65,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2275080,69,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3119404,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2867215,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1246193,8,8,0,0,3,9,3,9,13,20,1,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +3052430,9,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1473691,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3134874,835,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1777222,1,9,0,0,0,0,2,3,3,3,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2297519,3,8,0,0,0,0,0,1,1,1,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1264506,5,8,0,0,1,5,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +3205303,3,2,0,0,0,0,1,3,3,3,0,"No",0,0.85,0.92,0,"Yes","No","Yes","Yes","No","No" +1222078,8,8,0,0,0,0,0,0,0,2,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3247664,126,8,56,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2255398,5,2,0,28,42,56,8,22,49,79,6,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3088605,2681,9,0,0,0,0,0,2,10,27,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2194135,20,4,0,0,0,0,1,1,5,5,0,"No",0,1,0.93,0,"Yes","No","No","Yes","No","No" +1311944,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +1580035,130,8,0,0,32,72,7,39,84,157,14,"No",0,0.98,0.89,0,"No","No","No","Yes","No","No" +3048097,4,8,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2263845,7,8,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1699166,641,12,0,0,0,0,14,43,72,104,9,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1814598,92,16,0,80,80,80,17,43,49,64,53,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1342352,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +2024763,117,2,0,0,0,0,6,10,19,22,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1357141,41,8,0,0,0,0,0,0,0,1,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1137453,57,9,0,0,0,0,4,6,26,31,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1368393,61,8,0,0,0,0,0,0,3,3,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1308901,89,NA,0,0,0,0,8,18,47,75,7,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3202161,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1239819,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1169233,4575,52,0,0,0,0,10,125,138,219,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +2197424,3,8,0,17,25,33,2,9,16,17,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1377975,44,8,0,0,0,0,3,11,21,29,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1166524,6,4,0,0,4,8,0,2,4,6,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","Yes" +1639430,7669,8,7,0,0,0,57,112,194,430,110,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2043763,0,2,0,3,4,5,2,3,6,7,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +2129140,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.82,0,"Yes","No","No","Yes","No","No" +2045161,31,NA,0,0,0,0,0,0,1,2,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1848022,0,2,0,142,142,142,0,0,0,0,25,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +1771345,4360,12,429,5160,10040,13560,2165,5395,10930,18295,1117,"No",0,0.96,0.88,0,"No","No","Yes","Yes","No","No" +2282028,22,2,0,12,24,36,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2096276,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1926412,45,2,0,0,0,0,1,6,14,27,2,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1602804,8,8,0,0,0,0,0,0,1,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2938306,19375,8,4385,11700,25200,41400,4057,14574,30527,46585,3401,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2101690,6,8,0,1,7,7,0,5,8,10,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","Yes" +1899425,0,2,0,0,0,0,0,0,2,2,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1202876,29,2,0,36,36,72,10,26,60,71,0,"No",0,0.5,0.25,0,"No","No","No","Yes","No","No" +1220814,7,NA,0,0,0,0,1,2,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2238152,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +3148448,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","Yes","Yes","No","No" +1786567,8,8,0,0,0,0,1,2,3,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3259053,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2871265,1,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1522340,0,2,0,7,7,12,0,1,1,1,0,"No",2,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1744994,7,NA,0,0,0,0,0,2,2,2,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1155709,3,8,0,28,32,54,2,22,35,50,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1327781,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3264106,31,8,0,0,0,0,1,1,4,12,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3264296,31,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1134449,17,2,0,0,0,0,0,2,2,4,0,"No",0,0.83,0.78,0,"No","No","No","Yes","No","No" +1451051,8,12,8,1,1,1,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1811037,62,8,0,0,0,0,2,12,30,41,0,"No",0,0.33,0.14,0,"No","No","No","Yes","No","No" +2877290,4,8,0,0,0,0,0,0,0,1,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1811094,5,8,0,3,3,9,3,7,10,17,2,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +2885747,116,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2124831,896,2,0,0,0,0,3,17,1565,1573,0,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +3084326,29,52,0,0,0,0,0,0,3,6,0,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +2992524,51,4,36,51,102,187,23,56,108,153,26,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2299822,404,2,60,820,1240,1660,160,528,1032,1559,159,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1837720,31,8,1,0,0,0,4,10,18,22,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1111659,30,8,14,42,84,126,7,56,107,148,24,"No",0,0.98,0.92,0,"No","No","No","Yes","No","Yes" +2831768,311,8,219,400,800,1200,167,447,832,1221,206,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1913966,44,9,0,0,0,0,0,1,1,2,9,"No",0,0.96,0.98,0,"No","No","No","No","No","No" +2979264,0,12,0,9,16,23,0,3,9,14,0,"No",5,0.66,0.67,0,"No","No","No","Yes","No","Yes" +2048822,79,8,0,0,0,0,0,1,1,2,1,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +1998201,230,2,0,243,486,810,66,266,623,1439,0,"No",0,0.71,0.7,0,"Yes","No","No","Yes","No","No" +1381476,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1691946,57,8,6,80,135,185,15,89,164,277,48,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +2208646,25,2,0,0,0,0,4,5,7,7,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1997698,10,8,0,9,16,29,0,0,0,0,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1323162,0,8,0,1,1,1,2,2,4,6,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1952312,2,8,0,0,0,0,0,2,2,4,2,"No",0,0.69,0.83,0,"Yes","No","No","Yes","No","No" +1496006,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1699752,2392,4,732,4740,9008,13868,2140,8247,13754,18432,1357,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2894085,11,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2261277,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.51,0,"Yes","No","Yes","Yes","No","No" +3239497,0,12,0,30,50,70,7,21,31,47,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +1453296,81,52,0,0,0,0,2,8,12,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2116362,4,NA,0,0,0,0,3,5,16,21,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1822539,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1791404,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1123630,0,NA,0,0,0,0,0,0,0,0,80,"No",0,-99,-99,0,"No","No","No","Yes","Yes","No" +3255623,27,8,0,24,48,72,9,26,48,76,4,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1592899,6,8,0,10,20,25,7,13,24,33,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2996209,6,8,17,16,36,56,6,21,48,75,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2062005,6,8,0,0,0,0,1,1,1,1,3,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1593620,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2132760,441,16,12,0,0,0,19,66,116,164,31,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2140867,108,4,10,0,18,36,39,118,244,350,19,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2304365,10,8,0,0,0,0,1,1,3,3,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1118280,139,52,0,0,0,0,0,1,1,3,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2178402,24,2,0,60,140,200,18,51,85,99,0,"No",20,0.33,0.32,0,"Yes","No","No","Yes","No","Yes" +1406382,7,2,0,50,50,100,14,39,49,50,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","Yes" +1897519,229,2,192,192,576,576,64,188,425,714,104,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1634997,76,12,2,0,0,0,8,15,41,63,46,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +1441496,44,4,0,10,20,40,8,22,37,69,15,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1390836,1,9,1,119,159,199,6,34,92,150,23,"No",0,0.91,0.77,5,"No","No","No","Yes","No","Yes" +2073378,50,8,0,550,850,1150,26,278,469,807,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","Yes" +1859854,199,8,9,211,451,611,48,202,404,675,248,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1483615,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1575598,0,8,0,3,5,6,0,2,2,3,1,"No",0,0.33,0.6,0,"No","No","No","Yes","No","No" +1133689,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2304451,98,4,0,0,0,0,0,1,1,2,1,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +2980482,1,8,0,0,0,0,0,0,1,2,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1425826,1694,2,1006,3780,9000,14490,1981,6022,11745,16818,1312,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +1961033,2,8,0,5,30,50,0,6,33,43,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","Yes" +2998195,2,9,0,2,4,7,1,3,4,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1409602,0,4,0,33,60,83,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2824702,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1950316,13,8,0,0,0,0,0,0,0,1,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3008675,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1370142,10,8,0,15,27,39,6,15,44,60,2,"No",0,0.44,0.63,0,"No","No","No","Yes","No","Yes" +1767701,1378,12,170,673,1519,2319,214,699,1446,2311,231,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1895872,11,8,0,0,12,18,1,3,9,17,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1257322,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1713688,37,3,51,720,1215,1755,206,581,1090,1598,134,"No",45,0.43,0.46,2,"No","No","No","Yes","No","Yes" +2212020,3,4,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2856830,68,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2232984,33,8,7,49,91,133,8,37,67,107,22,"No",0,0.83,0.81,0,"No","No","No","Yes","No","No" +2021719,1,2,0,3,3,6,0,2,2,4,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1456751,23,8,0,44,44,44,21,61,96,123,18,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +1641661,15,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1124782,0,2,0,11,15,15,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1739766,179,8,16,222,425,631,96,296,557,917,64,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1228814,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2092108,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1302613,436,8,1432,9552,16464,23460,2877,7635,12222,16919,2112,"No",0,0,0,20,"No","No","Yes","Yes","No","Yes" +1644541,1,9,0,1,3,4,0,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1478254,4,12,0,0,0,0,0,0,0,0,2,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1389337,572,4,147,900,1500,2300,372,724,1392,2194,263,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1782132,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"Yes","No","Yes","Yes","No","No" +1470917,1,3,0,1,3,4,0,1,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1227605,0,8,0,21,30,48,2,14,23,32,1,"No",0,0.81,0.89,0,"No","No","No","Yes","No","Yes" +2251421,57,2,0,0,0,0,0,0,1,2,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +2996815,26,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1880509,447,8,0,0,0,0,0,0,0,2,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1368486,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1752640,90,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3008582,18,8,0,18,18,36,2,12,29,37,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2150838,135,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3144119,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1415140,200,8,9,0,0,0,71,92,135,238,18,"No",0,0.98,0.95,0,"Yes","No","Yes","Yes","No","No" +2921957,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +3039099,44,0,0,0,0,0,12,22,39,57,1,"No",0,0,0,0,"No","No","No","No","No","No" +1176370,348,4,0,0,0,0,1,3,3,5,3,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3281962,2080,4,420,930,2130,2850,250,809,1886,3062,280,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1945671,0,2,0,3,3,3,1,15,16,17,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2119948,4,12,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2156683,63,8,37,198,352,519,61,215,417,637,62,"No",3,0.75,0.86,0,"No","No","No","Yes","No","No" +3168681,102,8,0,6,42,63,13,33,119,219,25,"No",0,0.14,0.28,0,"No","No","No","Yes","No","No" +2845319,12,2,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3238151,43,4,0,0,16,36,12,31,69,85,17,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +3282898,19,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +3003168,258,2,173,870,1170,1410,203,657,865,1325,216,"No",0,0.71,0.77,0,"No","No","No","Yes","No","No" +2299437,25,8,1,28,56,77,9,23,45,77,14,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1824152,2627,8,1408,8742,16042,23842,2443,7407,13390,19873,2027,"No",0,0.23,0.63,0,"No","No","No","Yes","No","No" +1853867,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3188579,1,8,0,118,176,245,22,76,133,166,34,"No",30,0.74,0.57,5,"No","No","Yes","Yes","No","No" +1209243,2,2,0,64,96,128,14,32,64,80,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2187830,5,4,5,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +2828143,10035,8,6,0,0,0,54,169,330,637,89,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1538139,0,12,0,6,12,12,1,3,8,8,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1268883,56,2,0,0,0,0,0,0,22,22,0,"No",0,0.66,0.68,0,"Yes","No","No","Yes","No","No" +2022299,89,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1248319,282,8,0,5356,8294,11572,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1438991,4,2,5,7,24,34,2,13,25,38,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +2269000,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1181600,41,8,0,0,0,0,0,3,6,19,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +3214547,5,4,0,0,0,0,0,1,2,2,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2052926,11,8,0,0,0,0,1,2,2,4,0,"No",0,0.75,0.84,0,"No","No","No","Yes","No","No" +1128071,31,8,27,177,384,606,17,106,176,212,60,"No",19,0.96,0.97,0,"No","No","No","Yes","No","No" +2074115,-28,8,0,88,133,142,13,30,129,185,20,"No",0,0.33,0.64,28,"No","No","No","Yes","No","Yes" +1681488,33,12,0,0,0,0,0,10,16,26,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1544105,1,2,0,7,7,7,7,9,9,9,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","Yes" +1824656,44,8,0,12,30,39,10,24,36,53,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1800074,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2002395,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1755407,68,8,9,16,60,92,2,5,5,5,4,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1287895,5,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1449608,5,12,0,46,69,92,9,30,51,69,6,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3166906,140,8,6,110,110,110,31,82,151,222,47,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1475990,3,12,0,12,18,24,3,12,17,22,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3159288,5,8,0,0,0,0,2,2,2,5,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1671403,8,12,0,96,112,176,5,27,99,139,12,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1668918,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2206765,5,2,0,0,0,0,1,1,1,1,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +2066462,1,2,0,2,3,4,0,1,2,3,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1490565,44,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2199598,414,NA,9,0,0,0,14,37,77,131,24,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1847936,736,2,0,0,0,0,0,1,3,5,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3262682,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2141951,267222,8,900,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3180415,94,2,1,58,109,160,29,81,193,272,21,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +3151491,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1952628,55,8,10,80,140,210,21,84,171,253,42,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2144862,0,8,0,100,100,100,4,9,57,63,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1418774,4,8,0,18,18,36,4,17,29,39,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2311247,4,12,0,0,0,0,0,1,4,6,0,"No",0,0.57,0.7,0,"Yes","No","No","No","No","No" +3190875,435,2,30,150,150,150,0,0,0,1,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2173295,54,8,0,48,96,96,13,47,86,127,22,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1722979,7,8,0,0,0,0,1,1,2,2,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1818794,2,8,0,20,20,20,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3113087,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2113962,0,NA,0,5,5,5,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1300861,10,4,0,40,60,80,18,37,82,109,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1295517,136,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2824132,60,NA,0,0,0,0,1,12,32,53,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1598312,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1799315,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2131620,474,8,0,0,0,0,16,99,162,237,22,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1133055,62,8,0,0,0,0,1,1,1,4,1,"No",0,0.75,0.7,0,"No","No","No","Yes","No","No" +2030527,4,2,0,16,32,48,2,13,28,39,0,"No",3,0.91,0.89,0,"No","No","No","Yes","No","Yes" +1133077,30,4,0,0,0,0,0,0,1,21,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2040016,16,3,0,50,50,50,0,1,1,2,0,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +2873715,182,8,0,55,75,125,13,38,174,249,22,"No",1,0.08,0.08,0,"No","No","No","Yes","No","No" +2075622,20,2,0,0,0,0,1,2,4,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3188528,381,4,191,152,487,688,96,353,737,1000,53,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3182924,5,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1586500,0,4,0,2,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1470702,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1249207,72,8,1,54,120,180,26,68,137,210,20,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1238043,12,4,0,0,0,0,0,0,0,2,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2269012,0,8,0,2,3,5,0,2,2,2,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2219939,131,8,0,0,0,0,8,29,48,62,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1889873,154,8,0,1000,1000,1000,15,50,112,205,30,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +1703919,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1821760,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.68,0,"Yes","No","No","Yes","No","No" +1648274,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1282832,13,8,5,6,19,29,4,5,5,5,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1793718,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1622677,0,2,0,2,2,2,2,3,5,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3212801,25,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1131941,15,0,0,0,0,0,0,3,4,4,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +3156681,19,2,0,0,0,0,1,5,13,16,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1603700,11,8,2,32,60,80,5,18,48,70,34,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1688622,3,8,0,9,16,26,4,10,18,29,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +2250067,39,12,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1710828,3305,8,1028,0,3500,5500,1122,2906,8037,10444,485,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2813437,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1311254,114,2,0,0,0,0,15,37,335,520,0,"No",0,0.48,0.56,0,"No","No","Yes","Yes","No","Yes" +2223520,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2963487,0,2,0,2,2,2,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1963959,0,12,0,6,6,6,0,2,3,4,0,"No",0,0.56,0.46,0,"Yes","No","Yes","Yes","No","Yes" +1420190,6,12,0,35,65,95,13,33,52,76,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1139263,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1915604,17,2,41,129,201,249,39,84,124,202,8,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2847587,16,2,6,0,0,12,1,5,17,31,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1748500,52,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1788241,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1341246,6,8,0,32,53,86,9,33,63,69,0,"No",0,0.95,0.94,0,"No","No","Yes","Yes","No","Yes" +2023245,0,8,0,1,2,2,1,1,2,2,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2284591,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1884090,12,12,4,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2098291,26415,8,0,0,0,0,5,20,43,75,12,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1694080,530,8,4,0,0,0,30,90,185,282,47,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1381728,5381,8,0,0,0,0,1,3,23,33,3,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1382295,0,8,0,3,3,4,0,1,1,3,3,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +3000573,7,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1427434,3,2,0,3,6,12,0,3,12,16,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1610642,0,8,0,16,32,44,2,8,20,24,3,"No",4,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1944015,13,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1725834,29,3,0,0,4,14,3,10,38,54,0,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +2012250,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2056098,0,NA,0,55,55,55,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2956327,188,8,0,0,0,0,14,23,38,47,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1145385,6,NA,0,0,0,0,8,19,49,73,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +1727132,288,8,41,1173,1803,2478,226,655,1296,1991,181,"No",45,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1812157,113,8,0,0,0,0,1,12,19,29,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1634117,0,9,1,1,3,4,1,2,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1700024,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2191529,6,12,0,0,0,0,0,0,2,4,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1354346,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2864024,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +2854228,20,12,6,3,6,9,2,6,11,23,4,"No",0,0.68,0.68,0,"No","No","Yes","Yes","No","No" +1442396,2,8,0,1,3,4,1,2,4,6,2,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1526855,17,NA,0,0,0,0,3,13,18,26,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1794309,37,NA,0,0,0,0,0,0,3,5,3,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1403244,195,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"Yes","No","Yes","Yes","No","No" +1848222,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1633321,73,8,9,54,81,135,15,47,108,155,32,"No",0,0.65,0.73,0,"No","No","No","Yes","No","No" +1431263,42,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1402474,3815,8,0,0,0,0,5,57,95,221,12,"No",0,0.66,0.83,0,"No","No","No","Yes","No","No" +1390030,12,8,0,0,5,10,0,5,9,11,2,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +1265793,16,2,0,0,0,2,23,48,63,66,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2080783,5,8,0,3,3,9,1,7,10,13,2,"No",0,0.34,0.53,0,"No","No","Yes","Yes","No","Yes" +1466953,1,8,0,2,4,5,0,2,3,5,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +1287402,13,12,0,15,25,40,2,15,22,32,2,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1293432,19,4,0,25,39,55,12,17,37,64,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1204136,4,8,0,0,0,0,1,1,2,2,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1201254,59,2,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.88,0,"No","No","No","Yes","No","No" +1775363,8,8,0,11,20,29,8,17,30,41,7,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1623444,0,10,0,4,7,13,2,6,13,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2835713,220,8,9,14,132,244,57,183,383,659,52,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +1772800,158,9,0,0,0,0,0,9,12,18,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3209442,12,12,0,0,0,0,0,5,9,10,2,"No",0,0.92,0.9,0,"Yes","No","Yes","Yes","No","No" +1674313,442,4,0,300,300,600,55,163,280,300,62,"No",0,0.93,0.94,0,"Yes","No","No","Yes","No","No" +3188964,69,8,0,0,0,0,0,0,0,0,0,"No",0,0.39,0.29,0,"No","No","No","Yes","No","No" +2991604,2,8,0,0,0,0,0,0,1,1,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3073419,25,4,22,37,82,127,16,35,79,110,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1738354,1,8,0,1,3,4,1,2,3,4,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +1139867,0,8,0,7,10,10,3,5,7,10,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1969466,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2139142,63,52,0,0,0,0,3,4,10,12,3,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +2993665,13,2,0,0,0,0,1,6,11,12,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1560180,0,2,2,1,1,5,4,8,13,13,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +3220998,20,8,0,0,0,0,0,0,0,3,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2293332,0,2,0,102,102,102,0,0,0,0,22,"No",0,0.13,0.17,0,"No","No","No","Yes","No","Yes" +1343538,665,12,0,0,0,0,8,26,43,63,2,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +3259706,328,8,95,225,525,900,145,422,773,1120,176,"No",0,0.92,0.91,1,"No","No","No","Yes","No","No" +1642390,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.86,0,"Yes","No","No","Yes","No","No" +1924727,33,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2026967,2,8,0,38,58,58,6,17,27,46,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1203588,2,4,2,0,0,0,1,8,13,20,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1353493,35,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1955138,186,8,0,46,90,166,8,78,184,263,40,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1552841,4,13,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.92,0,"No","No","Yes","Yes","No","No" +2878722,149,8,24,228,352,507,79,203,342,517,78,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3029138,2,8,0,0,0,0,0,0,1,2,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2158991,6,8,7,0,7,7,2,5,8,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1906872,12,4,0,0,4,4,2,4,7,8,3,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +2063238,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1255738,0,8,0,5,5,10,2,5,6,6,2,"No",0,0.34,0.57,0,"No","No","No","Yes","No","Yes" +2874020,64,8,2,184,293,419,13,139,343,483,70,"No",29,0.81,0.78,14,"No","No","No","Yes","No","No" +1683851,62,52,0,0,0,0,0,1,2,4,2,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2913735,12,8,0,0,0,0,0,0,2,4,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1846554,80,NA,0,0,0,0,1,3,4,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1567919,0,9,0,1,1,1,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1702678,105,52,0,0,0,0,5,11,19,29,2,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1560195,133,4,0,33,33,44,4,10,10,10,26,"No",0,0.93,0.69,0,"No","No","Yes","Yes","No","No" +1435721,21,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2062431,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1651072,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +3217182,31,8,0,0,0,7,2,9,19,30,2,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1356398,275,2,0,0,0,0,1,4,8,10,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +3070469,219,2,1,156,289,384,47,96,180,234,29,"No",0,0.21,0.36,0,"No","No","No","Yes","No","No" +1487684,2,8,0,15,22,36,0,7,14,19,0,"No",2,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1472729,0,8,1,1,1,2,1,2,2,3,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1235370,155,8,0,115,220,325,21,71,154,251,72,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3059886,7,12,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1375357,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1354715,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1648220,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1561454,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1445201,11,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1774817,31,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1292858,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1641021,4,12,0,4,9,11,1,8,11,15,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1514714,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3065325,4,10,0,0,0,0,0,0,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1577135,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1225995,65,2,1,0,30,75,10,27,46,65,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +1137180,0,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2045279,11,0,0,0,0,0,1,3,9,23,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1171953,0,8,0,8,8,8,2,6,13,15,9,"No",0,0.98,0.9,0,"No","No","No","Yes","No","Yes" +1815069,49,NA,0,0,0,0,12,32,63,108,106,"No",0,-99,-99,0,"No","No","No","No","No","No" +1455349,11,12,0,12,27,42,5,16,31,52,1,"No",0,0.76,0.73,0,"No","No","No","Yes","No","Yes" +1970995,3,8,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1901437,28,NA,0,0,0,0,3,6,18,26,11,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1877836,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1701255,25,12,0,14,38,43,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1279386,9,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1315438,5,2,0,9,27,36,3,7,15,16,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1567885,34,NA,1,0,0,0,14,34,68,94,17,"No",0,-99,-99,0,"No","No","No","No","No","No" +2893022,-69,12,0,2220,3080,4320,445,1580,2855,4209,275,"No",140,0.73,0.79,72,"No","No","No","Yes","No","Yes" +1910229,159,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3093723,7,2,0,0,0,0,1,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1145605,33,52,0,0,0,0,0,0,0,1,1,"No",0,0.65,0.87,0,"Yes","No","No","Yes","No","No" +2961090,174,8,0,0,0,0,5,6,7,10,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2041689,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1619451,1,8,0,0,0,0,0,0,3,3,2,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1114790,1,4,0,3,6,8,0,2,4,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3023706,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1418507,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.81,0,"No","No","No","Yes","No","No" +2995002,2,8,0,6,10,14,3,6,11,17,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2213830,36,2,0,0,0,0,0,0,0,0,0,"No",0,0.52,0.63,0,"No","No","Yes","Yes","No","No" +3027197,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2030821,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1682202,1815,NA,0,0,0,0,8,25,51,79,7,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3056806,393,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1449814,0,8,0,2,2,3,1,1,1,1,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","Yes" +1641820,1250,NA,529,0,0,0,854,2831,4867,7538,745,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1402601,224,8,87,351,631,981,97,376,749,1171,166,"No",0,0.81,0.86,0,"No","No","No","Yes","No","No" +2027388,0,8,0,28,46,64,7,39,56,58,4,"No",0,0.88,0.81,0,"No","No","No","Yes","No","Yes" +3124207,1,8,0,1,2,3,0,2,2,3,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2890411,1016,8,0,0,0,0,8,16,63,90,18,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1662367,0,8,0,15,15,15,0,1,1,1,0,"No",0,0.3,0.3,0,"No","No","Yes","Yes","No","No" +2069304,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1892190,110,12,6,500,500,500,37,123,280,467,46,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1390485,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1386942,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","No" +1185837,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1478841,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +2260493,3,8,0,0,1,3,0,0,3,6,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1903602,0,9,0,3,3,3,0,1,1,1,0,"No",0,0.87,0.72,0,"No","No","Yes","Yes","No","Yes" +1547301,1977,NA,0,0,0,0,0,1,1,3,7,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2969372,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +1182867,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3088538,11,2,0,4,6,6,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +3036684,5,12,0,0,0,0,0,1,1,6,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1751179,2,8,0,34,68,68,11,34,58,73,6,"No",0,0.5,0.2,0,"No","No","No","Yes","No","Yes" +1832866,28,8,0,0,0,0,0,5,11,16,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3105618,19,12,2,0,0,0,2,4,8,12,3,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1736695,1,15,0,3,3,3,0,3,4,11,11,"No",0,1,0.96,0,"No","No","No","No","No","Yes" +1241925,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1169752,2125,12,278,1973,4205,7013,744,2539,5714,8888,638,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +1842960,4,16,0,16,16,16,0,1,2,6,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1495854,515,12,66,473,917,1361,146,456,935,1458,99,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1949001,83,12,0,120,200,300,21,87,163,250,20,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1813783,48,2,0,0,0,0,3,3,5,7,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1293256,260,8,40,370,890,1340,88,346,866,1215,105,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1328091,0,8,0,0,0,0,3,3,4,4,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1342109,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1974163,15,2,0,0,0,0,15,43,51,51,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +2201737,224,8,7,0,0,308,29,94,201,301,37,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1712753,130,8,0,138,289,399,19,111,237,385,48,"No",0,0.54,0.64,0,"No","No","No","Yes","No","No" +3085277,153,10,0,0,0,54,8,36,114,167,18,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1169688,21,2,0,32,96,128,31,68,109,172,9,"No",0,0.77,0.85,0,"No","No","No","Yes","No","Yes" +2997296,131,2,0,0,0,0,6,19,40,58,2,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +1113516,252,4,0,0,0,0,0,18,42,48,3,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2119942,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1415011,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2926758,1,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1841646,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3205036,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1653556,8,8,0,0,0,0,0,2,2,3,2,"No",0,0.91,0.68,0,"No","No","No","Yes","No","No" +1152068,240,2,101,260,484,644,92,279,515,763,79,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1809089,839,NA,190,0,0,0,711,2211,4594,8346,618,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1844205,-1,2,0,8,12,12,4,7,7,7,0,"No",0,0.33,0.59,1,"No","No","No","Yes","No","Yes" +1318292,13,8,0,9,21,33,7,16,32,51,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1737874,65,8,14,144,254,370,40,133,262,404,17,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1508992,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","Yes","Yes","No","No" +3223590,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1377109,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2113388,61,12,6,0,24,48,16,30,45,65,19,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1624863,8,8,0,0,0,0,1,2,2,3,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1611112,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2855395,-44,8,0,1338,1758,2298,293,841,1475,2242,413,"No",20,0.53,0.54,58,"No","No","Yes","Yes","No","Yes" +2940700,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2248282,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1783196,8,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2077384,93,8,0,0,0,0,1,4,15,19,2,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +2304310,7,12,0,0,0,0,0,1,3,4,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1907360,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1799892,0,8,0,1,1,1,1,1,1,2,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1460062,1,8,0,1,1,1,0,1,1,2,0,"No",1,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1682355,2,12,0,0,0,1,0,1,1,2,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2181831,0,2,0,2008,2764,3169,4,766,766,767,654,"No",0,0.98,0.99,0,"No","No","No","No","No","Yes" +2258473,7,12,0,5,8,16,4,8,15,27,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2114771,75,2,35,0,31,93,8,33,70,105,20,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1495458,4,8,0,0,0,0,0,1,2,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1750264,0,NA,0,0,0,0,1,17,37,81,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3144637,2,12,0,1,2,3,0,1,2,3,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2140538,4,2,0,6,12,18,1,7,7,7,0,"No",3,0.21,0.36,0,"Yes","No","No","Yes","No","No" +1898035,13,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1545752,137,9,0,0,0,0,0,1,1,1,2,"No",0,0.66,0.85,0,"Yes","No","No","Yes","No","No" +1967147,0,9,0,7,7,7,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1336356,35,8,0,10,10,10,6,13,21,28,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +2941447,41,8,7,619,819,994,91,255,477,830,147,"No",0,0.1,0.17,4,"No","No","No","Yes","No","No" +1684065,1,NA,0,0,0,0,0,1,2,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1502878,4,8,0,23,41,53,3,10,25,47,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1964107,0,8,0,2,3,5,1,2,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1825430,29,2,0,0,0,0,1,3,9,16,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1687384,95,2,0,0,0,0,1,3,8,20,1,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1497503,17,10,0,0,6,16,2,7,10,15,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1916534,2,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1845030,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2117114,6,12,0,0,0,2,0,2,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1229250,-1,8,0,28,32,48,4,16,24,32,0,"No",0,0.48,0.53,1,"No","No","No","Yes","No","Yes" +1651096,0,10,0,2,2,2,0,0,1,1,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2973944,4,9,1,0,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1840022,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.5,0,"Yes","No","No","Yes","No","Yes" +1324556,1,4,0,0,0,0,1,1,1,1,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +3190600,178,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2010114,794,8,26,313,1063,1063,88,401,1396,1798,103,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +1205319,19,8,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +3257921,5,2,0,0,0,0,0,0,1,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2106288,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2142066,128,2,22,168,348,516,61,187,353,542,59,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1534665,66,8,25,174,316,463,54,176,302,466,57,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1215833,10,52,0,0,0,0,2,3,7,8,0,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +3092476,820,8,30,500,500,500,84,201,345,483,157,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2052480,12,14,0,0,0,20,4,10,19,28,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1249555,35,2,0,0,0,0,0,0,0,0,2,"No",0,0.55,0.77,0,"Yes","No","No","Yes","No","No" +1891324,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1470215,60,2,0,40,40,40,2,27,75,91,27,"No",0,0.13,0.09,0,"Yes","No","No","Yes","No","No" +2875277,2,8,0,2,2,2,0,0,1,3,0,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","No" +1238966,11,12,0,0,0,0,0,0,2,2,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2110275,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1340360,0,9,0,2,2,2,1,1,2,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1821625,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1999991,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2802766,2,9,2,3,3,3,0,2,4,4,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2080480,11,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1256186,590,2,166,930,2070,3270,396,1074,1974,2876,356,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1442999,8,9,0,48,48,96,3,12,24,35,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3131204,209,8,0,0,0,0,6,22,51,71,12,"No",0,0.01,0.24,0,"Yes","No","No","Yes","No","No" +2930588,11,8,0,3,21,39,3,12,46,70,12,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1722253,18,8,0,12,24,36,0,11,29,44,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1534867,396,NA,0,0,0,0,0,0,0,1,95,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1297587,80,52,0,0,0,0,2,5,14,25,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2065650,162,8,34,192,336,456,53,202,371,509,139,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1127847,98,8,0,0,0,0,0,2,5,6,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1940221,10,8,0,0,0,0,0,0,4,6,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1269862,24,NA,0,0,0,0,0,0,3,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2863860,-1,8,0,24,39,54,6,17,29,40,2,"No",2,0.18,0.33,1,"No","No","No","Yes","No","Yes" +1294190,9,12,0,0,0,0,0,0,0,1,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1879776,2,8,5,13,25,37,0,5,11,14,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2120376,72,8,0,0,0,0,4,13,30,51,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1414587,4,8,0,12,24,30,2,5,16,26,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1951089,30,2,32,0,0,0,2,2,2,2,0,"No",0,0.86,0.8,0,"Yes","No","No","Yes","No","No" +1347558,0,12,0,6,8,8,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +3236539,10,2,0,0,0,0,1,4,6,10,1,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +3050724,55,9,0,0,0,0,5,20,30,30,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +3173395,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1972036,386,8,0,0,0,0,11,52,116,218,35,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1903083,18089,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +2804501,1,8,0,1,1,2,0,1,1,1,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2009703,12,2,0,18,18,18,2,10,19,23,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1381311,0,2,0,12,12,12,0,4,7,9,1,"No",0,0.69,0.71,0,"Yes","No","Yes","Yes","No","Yes" +1532157,100,8,0,0,0,0,9,17,50,64,9,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" +3279700,33,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1737184,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2082117,7,14,0,13,20,20,3,10,18,27,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2050560,-148,8,404,687,780,1055,541,1630,2283,2841,343,"No",0,0.99,0.96,334,"No","No","No","Yes","No","No" +2284520,17,NA,0,0,0,0,0,2,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1748457,26,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +2021461,0,2,0,5,8,10,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1320939,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1759544,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.6,0,"No","No","No","Yes","No","No" +2051403,484,NA,0,0,0,0,1,8,15,24,11,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3053620,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2233118,0,4,0,3,3,3,0,0,0,0,0,"No",0,0.22,0.14,0,"No","No","No","Yes","No","No" +1793329,208,8,10,1125,2067,2941,286,920,1897,2920,228,"No",0,0.57,0.74,0,"No","No","Yes","Yes","No","No" +3142353,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3003930,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3105755,38114,8,0,0,0,0,4,20,48,79,6,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3077855,21,8,12,2,2,2,3,11,23,36,17,"No",2,0.27,0.53,0,"No","No","No","Yes","No","No" +2203071,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1337820,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3148754,2559,NA,10,0,0,0,217,698,1231,1865,221,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1798898,2,8,0,20,40,60,2,21,35,52,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1905421,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3020571,2706,10,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1609668,0,12,0,8,12,18,3,6,8,15,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +1714774,31,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1147214,380,52,50,0,0,0,21,66,230,326,35,"No",0,0.86,0.89,0,"Yes","No","No","No","No","No" +1475444,3,4,0,0,0,0,2,4,4,5,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1715603,14,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2051306,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2849611,0,NA,0,500,700,900,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3217973,5,8,0,0,2,5,1,4,8,9,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1948699,464,8,172,308,852,1403,165,491,1065,1643,111,"No",0,0.91,0.89,2,"No","No","Yes","Yes","No","No" +3082670,1,8,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1159179,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1511941,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","Yes","Yes","No","No" +1452899,0,12,0,5,5,6,0,3,5,5,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +3275307,-1,2,0,2,2,2,2,2,2,2,0,"No",0,0.94,0.96,1,"No","No","No","Yes","No","Yes" +2873013,1494,8,228,2000,4000,6000,654,2218,4660,7211,1136,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1548969,1,8,0,24,32,54,4,20,37,52,0,"No",2,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1516860,440,8,0,0,0,0,0,0,0,0,130,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3051885,4,2,5,4,8,12,2,5,9,16,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2048576,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1449279,860,8,6,1750,3430,5110,599,1747,3386,5383,2157,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1418323,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3023823,190,12,300,0,0,0,38,98,386,655,41,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3096871,103,2,30,60,150,240,22,48,82,118,0,"No",0,0.76,0.8,0,"No","No","No","Yes","No","No" +2171940,32,2,0,0,30,30,1,15,40,45,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2171448,721,8,0,0,0,0,2,2,6,10,3,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1194346,311,2,0,0,0,150,19,57,136,199,32,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1893405,4,8,0,38,73,122,17,43,78,100,0,"No",0,0.07,0.07,0,"No","No","No","Yes","No","Yes" +1739183,32,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3134607,74,2,0,0,0,0,1,3,4,15,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1986932,9,2,0,0,0,0,0,0,2,2,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +2200613,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2853282,4970,2,16,0,0,0,74,309,514,689,79,"No",0,1,1,0,"No","No","No","Yes","No","No" +1823564,7,8,1,21,30,45,4,13,25,39,5,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +1952868,78,8,26,320,560,760,92,233,465,741,17,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +1477925,96,8,14,0,39,67,9,38,85,139,14,"No",0,0.54,0.64,0,"No","No","No","Yes","No","No" +3133898,7,8,0,0,0,0,5,21,32,48,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1696133,38,15,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2874732,33,8,0,0,0,0,1,4,9,22,15,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2144198,30,8,0,299,407,551,142,261,415,531,125,"No",0,0.97,0.98,2,"No","No","No","Yes","No","Yes" +2269349,227,8,0,0,0,0,0,3,4,6,1,"No",0,1,0.91,0,"Yes","No","No","No","No","No" +3063712,60,8,12,0,0,0,3,17,31,55,21,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1137298,7,2,0,1,1,1,6,21,22,22,2,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","Yes" +1608499,1,2,5,8,11,14,16,25,30,30,2,"No",0,0.99,0.91,0,"Yes","No","Yes","Yes","No","Yes" +1658158,100,4,0,566,806,1046,131,316,628,945,268,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1261063,6,8,0,2,18,30,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2276286,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2071981,34,2,0,0,0,0,3,12,19,32,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1438459,0,12,0,2,4,5,1,1,2,3,0,"No",1,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3022990,3,2,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2303225,2,8,0,2,4,6,0,4,4,8,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +2034794,8,12,0,0,0,5,0,3,4,4,4,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1481573,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3150085,195,0,31,252,252,504,65,173,334,529,63,"No",0,0,0,0,"No","No","No","No","No","No" +2094453,1,4,0,0,0,0,0,3,3,3,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1435840,34,8,0,0,0,0,0,0,0,2,1,"No",0,0.89,0.93,0,"Yes","No","No","Yes","No","No" +1654815,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1608643,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2016144,338,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1345659,1,8,0,0,0,1,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2122175,-1,8,0,66,66,77,10,35,65,90,13,"No",0,0.19,0.5,2,"No","No","No","Yes","No","Yes" +1578586,127,2,35,69,161,276,22,104,208,309,42,"No",0,0.88,0.83,0,"No","No","No","Yes","No","No" +1139722,22,2,0,0,0,0,0,1,3,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2240561,0,12,0,5,6,6,2,5,6,6,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","Yes" +2301247,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1443194,6,2,0,0,0,0,1,7,7,7,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","Yes" +2113284,0,12,0,49,77,112,9,53,106,134,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2112491,34,8,0,0,0,0,0,1,1,3,0,"No",0,-99,0,0,"Yes","No","Yes","Yes","No","No" +2269174,43,NA,0,0,0,0,1,2,4,7,10,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" 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+1792757,95,8,0,0,0,0,0,1,1,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1946160,11,9,0,240,370,500,70,205,325,403,32,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +2205512,2500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","Yes","Yes","No","No" +2919884,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.68,0.78,0,"No","No","No","Yes","No","No" +1981263,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2908817,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1748640,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1761268,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1919224,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2054318,136,9,0,0,0,0,9,21,36,57,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1806162,53,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1142324,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1601663,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1512274,2,8,0,0,0,1,0,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1800853,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1551925,0,12,0,2,4,5,2,3,3,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1708082,4,2,0,2,3,3,2,6,9,11,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1787978,1501,8,0,0,0,0,1,5,9,10,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +1890172,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2298873,3,8,0,54,54,54,0,1,1,2,1,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1208578,74,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2929285,53,NA,0,0,0,0,2,9,17,26,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1383861,0,8,0,28,56,70,7,17,26,39,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3030143,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1472143,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.02,0.27,0,"No","No","No","Yes","No","No" +1739390,20,12,0,0,0,0,0,0,1,1,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +3273505,34,12,0,0,0,0,0,0,0,2,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2810112,4,4,0,0,1,2,0,2,2,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2851491,0,12,0,14,20,20,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3088844,30,4,0,20,40,50,2,7,35,40,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3140969,436,8,1,0,0,0,10,31,47,58,17,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +3001385,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2215376,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1609807,16,8,0,0,0,0,0,3,3,3,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1232290,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2246925,37,10,0,0,0,0,1,3,9,13,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1224412,337,8,213,588,1344,2184,248,814,1552,2382,184,"No",84,0.86,0.88,0,"No","No","No","Yes","No","No" +1467877,0,8,0,24,35,46,0,5,15,24,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1791195,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +1904338,1,8,0,2,3,4,0,1,1,3,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","Yes" +1323034,12,12,0,0,0,0,0,0,0,2,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2924926,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +3020655,58,NA,0,0,0,0,0,2,4,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1605815,2,8,1,10,15,20,3,9,20,27,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1804706,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","Yes","Yes","No","No" +1453169,5,2,0,21,42,66,12,38,56,68,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2311382,9,8,0,0,0,0,0,0,1,2,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1660727,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"Yes","No","No","Yes","No","No" +2054787,14,8,0,6,10,14,6,10,21,40,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1117540,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1416920,16,11,0,12,33,54,4,12,38,58,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1970537,114,8,13,56,56,84,38,82,151,211,32,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1618620,33,4,0,8,16,20,7,21,39,54,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1989671,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1314652,186,8,35,305,525,755,202,409,450,731,121,"No",0,0.89,0.93,0,"No","No","No","Yes","No","Yes" +1364087,21,8,0,0,0,15,4,10,23,31,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +2100730,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2092698,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1530670,4,8,0,15,15,15,0,2,5,7,0,"No",15,0.49,0.37,0,"No","No","Yes","Yes","No","No" +2155134,0,8,0,3,5,6,0,1,2,3,1,"No",0,0.1,0.12,0,"No","No","No","Yes","No","Yes" +2300760,22,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1216091,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +1934919,158,12,0,0,0,0,0,0,0,2,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3151482,24,8,2,44,44,67,24,32,47,73,10,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1420167,10,2,0,0,0,0,0,2,2,2,0,"No",0,0.38,0.4,0,"No","No","No","Yes","No","No" +1887300,88,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","No","No","No" +3282012,2,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1622171,2,52,0,0,0,0,0,0,0,1,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2227278,24,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +2953724,4,8,0,0,0,0,0,0,0,1,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1457545,8,8,0,36,48,72,10,24,57,81,4,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1393665,5,8,0,5,5,15,0,2,4,11,1,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1442870,1463,4,11,0,576,1152,129,485,1186,1769,417,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1805460,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.65,0,"Yes","No","Yes","Yes","No","No" +3216660,520,4,0,0,0,0,0,0,0,1,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1187050,5575,8,28,0,2448,5400,685,2370,6436,9720,470,"No",0,0.98,0.63,0,"No","No","No","Yes","No","No" +1311423,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +1706003,11,2,0,0,0,0,0,0,3,5,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1455337,74,12,0,0,0,0,0,1,2,2,0,"No",0,0.68,0.65,0,"No","No","Yes","Yes","No","No" +1511858,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3182204,530,NA,0,0,0,0,1,3,5,14,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1119440,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","No" +1427330,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1143910,220,2,96,210,480,750,109,328,598,902,96,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2008846,48,2,0,0,0,0,8,25,38,40,3,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1145147,0,8,0,5,8,14,1,6,16,24,0,"No",0,0.85,0.95,0,"No","No","Yes","Yes","No","Yes" +1296852,6,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2296638,70,8,1,1250,1250,1250,4,35,153,336,64,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2283922,5,NA,0,0,0,0,5,9,9,9,5,"No",0,-99,-99,0,"No","No","No","Yes","Yes","No" +1161956,2,8,0,56,80,120,1,33,57,96,0,"No",0,0.66,0.72,0,"No","No","No","Yes","No","Yes" +1687604,4,8,0,10,10,20,6,12,17,19,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2173411,15,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3011220,197,2,0,0,0,0,1,6,12,14,0,"No",0,0.5,0.52,0,"No","No","Yes","Yes","No","No" +3172075,16,2,0,0,0,0,0,0,0,1,2,"No",0,0.7,0.72,0,"Yes","No","No","Yes","No","No" +1258327,16700,12,480,15000,15000,30000,2847,11412,21315,30682,3255,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1250291,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1376088,5,8,0,2420,2420,3593,0,0,0,0,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1342238,18,4,0,11,42,86,1,1,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2944491,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +3150548,76,NA,0,0,0,0,0,2,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2267111,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1593522,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1398979,82,8,0,0,0,0,4,10,17,26,0,"No",0,0.99,0.88,0,"No","No","Yes","Yes","No","No" +1803263,7,4,0,0,0,0,2,2,4,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2235014,4,12,0,9,15,26,1,7,25,33,2,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1972754,44,8,20,100,200,280,34,94,208,329,18,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1972158,0,8,2,4,4,5,0,4,5,7,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1140546,229,NA,0,0,0,0,7,22,39,56,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1260482,0,8,0,4,4,4,1,2,3,5,0,"No",0,0.77,0.78,0,"No","No","Yes","Yes","No","Yes" +2022806,63,12,25,36,108,180,13,40,86,133,20,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2156805,7,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2114002,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.96,0.96,1,"No","No","No","Yes","No","Yes" +2236745,0,4,0,4,6,8,4,4,4,4,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","Yes" +1457079,0,8,0,12,24,36,3,9,17,27,1,"No",0,0.34,0.37,0,"No","No","No","Yes","No","Yes" +1159201,88,2,0,75,165,255,27,57,89,125,0,"No",0,0.95,0.83,0,"No","No","No","Yes","No","No" +1748586,13,2,0,0,0,0,5,8,8,10,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +2094751,0,3,0,0,0,0,1,1,1,1,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","Yes" +2207577,8,8,0,43,84,176,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1815626,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +1983402,1,15,0,3,3,3,0,3,4,11,11,"No",0,1,0.96,0,"No","No","No","No","No","Yes" +1823705,1,2,5,0,0,0,1,1,1,1,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +2890741,20,8,0,20,20,20,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3249358,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2806618,0,9,0,3,3,4,0,1,1,3,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2908797,75,9,48,6,29,73,12,64,141,186,20,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1887975,79,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1827222,3,0,0,26,42,56,4,16,33,53,2,"No",0,0,0,0,"No","No","No","No","No","Yes" +1736899,0,8,0,12,12,12,3,4,5,9,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1641882,3,2,0,0,0,0,6,15,24,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1407975,7,9,0,0,0,0,2,6,15,21,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1443267,47,8,0,10,25,40,11,34,61,86,12,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +3032412,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1852079,22,8,0,96,192,288,26,63,117,206,15,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +1389626,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2886744,785,8,502,1404,2640,4194,506,1446,2862,3998,547,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1652326,0,12,0,3,3,3,1,2,4,7,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1500081,38,4,0,0,0,0,4,7,13,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1691050,9,2,0,0,0,0,0,1,1,2,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +2170260,0,8,0,8,10,12,3,6,7,7,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","Yes" +1959401,6,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1800467,37,8,0,0,0,0,0,0,0,1,0,"No",0,0,0.22,0,"No","No","No","Yes","No","No" +1578225,2,8,0,9,9,12,2,10,15,26,6,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1174730,8,8,0,0,2,3,1,5,8,15,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2826023,24,9,8,11,21,23,4,13,25,39,0,"No",4,0.85,0.82,0,"No","No","No","Yes","No","No" +1352740,12,2,0,12,24,36,7,17,31,42,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1620762,58,9,25,9,27,63,15,45,71,98,14,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1537613,604,12,2,0,0,0,14,89,271,464,53,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +3161465,105,8,0,0,0,0,0,0,2,2,0,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +3182134,3,9,0,0,0,0,0,0,1,2,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1390856,2,8,0,3,5,8,2,2,6,6,0,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","No" +1684390,12,8,0,0,0,0,1,7,16,29,0,"No",0,0.37,0.54,0,"Yes","No","No","Yes","No","No" +3010749,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","Yes" +1607152,142,8,60,73,197,305,114,198,358,625,82,"No",0,1,0.8,2,"No","No","No","Yes","No","No" +2884016,7,8,0,300,300,300,2,7,19,32,4,"No",0,0,0,0,"No","No","No","Yes","No","No" +1320349,36,8,0,0,0,0,6,8,13,23,3,"No",0,0.58,0.17,0,"No","No","No","No","No","Yes" +3193757,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2029723,825,12,17,0,0,0,123,362,688,1062,156,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","No" +3253818,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1497771,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1817118,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2296027,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2267416,13,8,0,208,416,416,29,92,180,287,28,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +2086257,878,52,0,0,0,0,4,30,60,94,15,"No",0,1,1,0,"Yes","No","No","No","No","No" +1552431,2,8,0,0,0,0,0,0,1,1,8,"No",0,1,0.92,0,"Yes","No","No","Yes","No","No" +2849247,74,8,0,400,400,400,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1421242,196,8,0,0,0,0,3,7,10,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2937940,6,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1903561,0,NA,0,0,0,0,3,12,35,57,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1763947,-1,8,0,22,38,48,2,5,24,35,0,"No",0,0.66,0.57,1,"No","No","No","Yes","No","Yes" +2973642,294,NA,0,0,0,0,0,3,3,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1313998,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +2895156,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","No" +2154749,363,8,551,1055,2135,2890,275,1004,1925,2588,246,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1607987,1,8,0,23,38,53,10,22,36,52,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3191300,121,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1986442,28,8,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.74,0,"No","No","Yes","Yes","No","No" +2278781,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.75,0.5,0,"Yes","No","No","Yes","No","Yes" +3140935,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1479808,3,8,0,3,3,5,0,2,5,7,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1158300,4,8,0,0,0,0,0,2,2,2,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2070245,12,2,0,0,0,12,0,3,8,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1784977,2,4,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1541137,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +3025180,257,8,1,0,0,0,11,50,119,196,25,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1330016,533,8,16,360,900,1440,195,634,1260,1800,169,"No",0,0.98,0.94,0,"No","No","Yes","Yes","No","No" +3171527,21,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1464527,59,8,13,84,120,156,34,100,151,214,33,"No",0,0.92,0.96,0,"No","No","Yes","Yes","No","No" +1967286,0,8,20,43,77,145,7,30,53,79,3,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1202183,2,8,0,0,0,0,1,2,2,4,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +2201643,145,8,0,0,0,0,0,0,0,0,5,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3109175,37,8,4,29,57,77,6,25,49,71,4,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +1357131,0,8,0,2,4,4,4,6,14,20,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1616485,0,2,0,13,23,28,0,0,1,1,0,"No",5,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1894435,9,2,2,25,55,85,18,38,70,102,12,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +1910475,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2221841,0,2,0,38,58,58,2,3,3,3,1,"Yes",0,0.87,0.92,0,"Yes","No","No","Yes","No","Yes" +1883321,135,12,28,740,1372,1992,210,728,1189,1190,119,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1685067,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1469611,0,2,0,4,7,8,0,0,0,0,0,"No",4,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1225955,0,2,0,52,52,52,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1275604,42,8,0,0,20,30,6,18,39,57,3,"No",0,0.83,0.89,0,"No","No","No","Yes","No","No" +1523739,0,8,0,3,5,6,1,1,3,3,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +1879046,0,8,0,4,6,8,2,4,9,11,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1624990,3,8,0,2,5,7,2,3,7,9,2,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1601426,23,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3248423,22,8,0,6,24,42,6,16,32,50,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2852754,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1975588,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1949430,468,8,136,1066,1546,2675,531,1931,3355,4375,310,"No",112,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1717462,728,8,416,2340,4740,7020,942,2984,5874,7396,681,"No",0,0.77,0.88,0,"No","No","Yes","Yes","No","No" +3243385,35,8,30,0,30,30,6,19,37,54,5,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1307494,403,4,235,403,793,1093,113,371,724,1107,78,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2976587,107,8,85,405,735,1089,92,367,680,1059,55,"No",0,0.95,0.96,1,"No","No","No","Yes","No","No" +3255436,244,NA,0,0,0,0,0,5,8,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1724204,18,2,0,0,0,0,0,0,0,0,1,"No",0,0.44,0.66,0,"Yes","No","No","Yes","No","No" +1615638,0,8,0,51,88,125,0,0,0,0,0,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1816322,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2906157,12,15,0,2,2,2,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2993633,54,2,0,0,0,0,4,8,18,21,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1404532,4755,52,0,0,0,0,0,15,55,56,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1874708,16,8,0,0,0,0,5,10,16,17,4,"No",0,0.62,0.6,0,"Yes","No","No","Yes","No","No" +2068442,5,12,0,0,0,0,0,0,1,2,2,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2039136,16,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2178004,0,8,0,2,2,2,0,0,1,1,0,"No",0,0.86,0.87,0,"Yes","No","Yes","Yes","No","Yes" +3151370,29,8,0,0,15,15,1,9,26,36,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1689020,50,2,0,0,22,44,4,21,45,66,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3179622,134,2,10,48,144,264,15,78,188,308,42,"No",0,0.88,0.83,0,"No","No","No","Yes","No","No" +3011702,4,2,0,4,4,4,0,0,0,0,0,"No",0,0.83,0.91,0,"Yes","No","Yes","Yes","No","No" +2828574,0,2,0,0,0,0,0,2,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2157264,686,52,0,0,0,0,0,2,5,9,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1288369,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.52,0.46,0,"No","No","No","Yes","No","No" +3181982,429,12,0,0,0,0,0,4,11,24,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +3085025,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","No" +1132905,20,8,0,0,0,0,0,1,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+1603055,158,NA,58,0,0,0,508,1693,3393,4829,544,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1257939,0,3,0,4,5,7,2,3,4,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1735493,4,8,0,50,68,86,135,478,492,512,25,"No",0,0.32,0.66,5,"Yes","No","No","No","No","Yes" +3221134,1,12,0,0,0,0,2,3,3,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3182471,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1992432,0,2,1,2,3,4,0,1,2,2,0,"No",0,0.7,0.8,0,"No","No","No","Yes","No","No" +1269206,-144,8,37,340,442,544,145,549,554,554,0,"No",0,0.99,0.98,144,"No","No","No","Yes","No","Yes" +1235545,-33,NA,0,0,0,0,50,174,270,386,44,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1761550,675,52,1,0,0,0,25,76,165,239,30,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2083053,0,8,1,14,20,22,2,6,10,16,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1556143,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +1563336,27,2,0,0,0,0,0,1,2,4,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +3237242,155,8,70,63,124,209,30,105,203,330,46,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1284636,0,8,0,0,0,0,0,3,19,30,3,"No",0,0.77,0.68,0,"Yes","No","No","Yes","No","No" +2135602,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","Yes","Yes","No","No" +1836525,2,52,0,0,0,0,2,2,4,5,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1903975,404,2,0,0,0,0,1,5,8,11,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +1367559,7,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3031151,2,8,0,0,1,2,0,1,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3054617,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1982375,0,8,0,4,4,4,3,6,10,10,2,"No",0,0.78,0.71,0,"No","No","No","Yes","No","No" +1951373,220,8,97,330,534,687,104,271,520,847,64,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" 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+1657550,-1,2,0,4,5,6,7,7,11,15,2,"No",0,0,0,1,"No","No","No","Yes","No","Yes" +1358799,0,12,0,30,40,45,5,15,36,54,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","Yes" +2104485,0,2,0,7,9,9,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2879215,12,2,0,0,0,0,6,6,6,8,0,"No",0,0.9,0.81,0,"No","No","No","Yes","No","No" +3031662,26,4,0,0,0,48,1,23,48,51,1,"No",0,0.81,0.84,0,"No","No","No","Yes","No","No" +2304628,3,9,0,0,0,1,2,2,2,5,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","Yes" +1904815,289,2,0,0,0,0,6,20,38,59,5,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +3159374,42,8,0,0,0,0,2,9,23,38,2,"No",0,0.85,0.91,0,"No","No","No","Yes","No","No" +2825955,3,2,0,4,4,4,0,0,0,0,0,"No",0,0.96,0.9,0,"Yes","No","No","Yes","No","No" +2179825,9,8,0,10,10,10,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2826295,7,8,0,4,8,12,1,4,10,12,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1203595,0,9,0,1,1,2,0,0,2,3,1,"No",0,0.34,0.41,0,"Yes","No","Yes","No","No","Yes" +2272273,30,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3170622,1194,8,0,0,0,0,1,3,7,7,5,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +3265511,11,2,0,0,0,0,1,1,1,3,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1274429,28,2,4,30,60,90,6,27,57,76,3,"No",0,0.96,0.83,0,"No","No","Yes","Yes","No","Yes" +2926538,70,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.74,0,"No","No","No","Yes","No","No" +1496007,9,2,0,0,0,0,4,11,16,17,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2116498,45,2,0,0,0,0,5,5,6,6,0,"No",0,0.95,0.9,0,"No","No","No","Yes","No","No" +3236022,1996,52,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1624641,-8,8,0,9,9,9,20,20,20,20,1,"No",0,0.42,0.36,8,"No","No","No","Yes","No","Yes" +1119187,3978,NA,0,0,0,0,0,2,4,5,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1145585,-4,2,35,155,215,305,99,170,237,314,38,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2145839,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2282087,0,8,0,24,36,48,4,17,33,53,7,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2812240,4990,12,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2176568,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2260373,1,8,0,1,1,2,0,2,2,2,1,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1831358,47,8,0,0,0,0,0,0,0,1,2,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2021152,42,2,0,0,0,0,0,0,3,3,2,"No",0,0.66,0.8,0,"No","No","No","Yes","No","No" +1281580,6,9,0,0,0,0,0,1,2,3,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3155837,10,2,0,1,4,7,0,5,6,7,0,"No",0,1,0.81,0,"Yes","No","No","Yes","No","No" +1361376,38,8,0,0,0,0,1,6,8,11,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1323281,1,12,0,4,7,9,1,4,7,7,0,"No",0,0.82,0.79,0,"Yes","No","No","No","No","Yes" +2300289,9,2,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +2201726,21,8,11,40,40,56,11,32,51,69,9,"No",0,0.66,0.67,0,"Yes","No","No","Yes","No","No" +2826998,10,4,0,0,0,0,1,1,3,7,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1225580,7,8,0,0,0,1,0,0,2,7,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1114222,0,8,0,9,14,21,5,17,36,43,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +1965468,3,NA,0,0,0,0,2,4,26,51,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1472191,1,8,1,3,4,5,2,6,9,9,0,"No",3,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1671512,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1782058,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +3049478,0,8,0,10,10,10,0,0,0,0,0,"No",0,0.32,0.63,0,"No","No","Yes","Yes","No","No" +1716518,2,4,4,0,0,0,0,2,2,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1447813,2,8,0,0,0,1,1,1,1,3,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2868116,67,9,0,0,0,0,0,1,2,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1894335,45,2,0,0,0,0,1,4,5,5,2,"No",0,0.74,0.87,0,"No","No","No","Yes","No","No" +2888308,2500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2917536,204,8,40,120,280,400,75,272,486,672,72,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1532213,20,12,0,0,0,0,1,1,3,3,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1676650,0,2,0,3,3,3,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1605247,0,2,0,10,11,11,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +3117782,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1696506,12,8,1,5,5,10,7,10,20,27,4,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +2248477,296,13,0,0,0,0,1,1,6,6,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1516332,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1693047,0,8,0,5,6,6,0,0,0,3,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1599404,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3257020,198,8,201,564,1188,1836,143,585,1023,1564,145,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1500954,12,2,0,0,0,0,1,1,2,2,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1831132,0,2,7,0,5,5,0,0,0,0,1,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","No" +1807142,18,12,0,28,60,76,1,23,47,66,19,"No",0,0.78,0.78,0,"Yes","No","Yes","No","No","Yes" +2857072,17,12,0,139,199,259,31,106,164,223,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1297358,627,16,148,480,780,1200,187,634,1293,2062,216,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","No" +2087721,2,6,0,16,24,32,6,10,21,38,5,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2290696,272,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1556503,0,2,0,9,13,13,0,0,0,0,1,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","Yes" +1787319,26,2,0,10,30,40,11,27,69,105,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2817969,20,8,0,46,74,102,1,15,53,88,44,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1811480,2,8,0,1,2,3,0,1,2,4,0,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +1638984,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.44,0.69,0,"Yes","No","No","Yes","No","No" +1886415,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2083730,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +3138969,430,8,91,360,1008,1608,108,1233,2278,3014,144,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3136757,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1615350,124,9,8,88,88,168,16,44,104,169,129,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1786822,16,2,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.96,0,"Yes","No","Yes","Yes","No","No" +1507338,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +2199646,5,2,0,2,3,4,2,5,5,5,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +2833570,3,2,0,10,10,10,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1799805,205,8,0,0,0,0,0,1,1,1,1,"No",0,1,0.6,0,"Yes","No","No","Yes","No","No" +2068346,4,2,0,12,18,24,8,23,30,37,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +2118340,-1,8,0,150,200,250,40,80,124,192,0,"No",0,1,0.99,1,"No","No","No","Yes","No","Yes" +2923136,60,8,4,44,76,112,15,35,84,138,54,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1473550,0,2,0,4,7,9,1,4,7,12,0,"No",0,0.95,0.93,1,"No","No","No","Yes","No","Yes" +2957590,43,8,0,31,49,76,8,21,58,81,13,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1422024,42,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1284255,34,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1689678,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +1169377,0,2,0,1,1,1,0,0,1,1,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","Yes" +2094388,67,8,42,110,149,274,80,234,303,361,84,"No",0,0.76,0.85,10,"No","No","No","Yes","No","No" +1401875,128,8,10,60,162,256,9,70,164,332,31,"No",30,0.77,0.82,0,"No","No","No","Yes","No","No" +3210927,6,4,0,0,0,0,1,2,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2933941,80,8,12,84,144,216,21,74,155,220,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2829868,3,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1212303,3,9,0,0,1,2,0,1,2,3,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1624908,165,52,0,0,0,0,2,13,33,43,5,"No",0,0.9,0.56,0,"Yes","No","No","Yes","No","No" +2115325,165,2,0,0,0,0,1,2,6,6,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1380706,31,9,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1727247,3,8,0,0,1,4,1,2,4,9,0,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1854804,7,8,0,20,20,20,0,5,10,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2852900,12,8,0,0,0,0,0,2,2,3,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1442530,0,8,0,24,48,72,6,32,61,77,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2066776,230,2,0,1,16,32,10,11,38,39,3,"No",0,0.62,0.36,0,"Yes","No","No","Yes","No","No" +1898311,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2933191,752,12,0,0,0,0,16,24,24,24,3,"No",0,0.41,0.46,0,"No","No","No","No","No","No" +1392673,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2220381,67,8,0,35,122,210,3,21,55,76,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +1171840,-5,3,0,48,90,132,31,37,40,44,7,"No",0,0.96,0.96,5,"No","No","No","Yes","No","Yes" +2954765,228,8,0,0,0,0,0,5,10,28,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +1560974,1,9,0,1,1,1,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1663537,16,NA,0,0,0,0,0,3,14,23,7,"No",0,-99,-99,0,"No","No","No","No","No","No" +1894599,21,2,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1195834,-25,2,0,3029,5511,8457,912,2002,2718,3145,0,"No",0,0.91,0.89,25,"No","No","No","Yes","No","Yes" +1730880,26,4,5,0,0,0,10,17,41,57,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3089061,0,8,0,9,12,18,4,9,11,11,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","Yes" +3057021,5,8,0,0,0,0,2,4,4,7,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1759998,62,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3120743,148,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1571559,0,2,1,3,3,3,2,5,5,5,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1501385,2700,4,0,0,0,0,14,45,67,90,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2863844,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3164090,1,8,0,6,9,12,0,3,5,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2138726,85,2,0,0,0,0,7,14,15,15,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +1578459,1,2,0,8,8,8,11,12,13,13,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2286285,0,8,0,0,449,727,1,1,1,1,20,"No",0,0.73,0.69,0,"Yes","No","No","No","No","Yes" +1580873,0,9,0,3,3,3,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1644787,3,9,2,0,0,1,1,1,4,4,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3233729,43,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3107634,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1537952,1,NA,0,0,0,0,6,35,76,102,2,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1211482,1,8,0,0,0,0,2,5,8,21,26,"No",0,0.91,0.96,0,"Yes","No","No","Yes","No","No" +2813179,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2977414,0,8,0,447,447,447,0,0,2,3,16,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +3213770,299,2,101,336,688,1088,157,407,623,750,195,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2142092,18,2,0,24,48,78,22,37,44,84,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2198874,252,2,0,0,0,0,0,5,7,10,2,"No",0,0.18,0.08,0,"No","No","No","Yes","No","No" +2283281,17,2,0,0,0,0,0,1,5,7,0,"No",0,0.21,0.36,0,"No","No","No","Yes","No","No" +1742026,42,8,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3240185,16,12,0,0,12,24,3,6,12,13,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2892532,114,2,35,400,675,980,128,337,564,898,100,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1846367,123,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2133035,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.09,0,"No","No","No","Yes","No","No" +1175520,58,8,4,322,482,626,50,157,334,524,598,"No",16,0.4,0.64,0,"No","No","Yes","Yes","No","Yes" +1237037,145,2,0,0,0,0,2,10,11,18,0,"No",0,0.66,0.6,0,"No","No","Yes","Yes","No","No" +3185200,330,12,134,378,864,1404,144,456,909,1405,142,"No",0,1,1,0,"No","No","No","Yes","No","No" +3183688,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +2125351,128,8,34,107,209,311,34,132,247,379,84,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2830562,80,12,0,0,0,0,0,3,9,13,0,"No",0,0.07,0.21,0,"No","No","No","Yes","No","No" +1442508,86,2,0,0,0,0,2,3,4,5,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3137623,9,52,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3220609,18,8,0,0,0,0,1,2,6,8,1,"No",0,0.65,0.71,0,"No","No","Yes","Yes","No","No" +1646049,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1150195,1,8,0,3,5,8,2,3,5,9,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +2013806,0,2,0,21,31,36,0,0,2,2,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1965815,0,14,0,12,12,12,0,0,1,3,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1283051,9,12,0,30,62,86,13,31,50,75,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +1586344,1,9,0,2,2,2,0,0,0,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1343696,2426,14,144,8640,8640,8640,517,1672,7914,13412,355,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +3268390,22,8,0,0,0,0,1,1,2,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1944610,7,8,0,0,3,9,2,6,12,18,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1251516,90,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +2045388,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2283039,1,2,1,0,1,2,0,1,1,2,0,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +1953501,105,8,89,90,135,180,32,86,141,221,46,"No",0,0.98,0.94,1,"No","No","No","Yes","No","No" +1288091,60,NA,0,0,0,0,0,37,74,101,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3048670,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3107041,20,8,0,0,0,0,1,1,1,1,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2200923,25,9,0,0,0,14,3,5,12,19,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1890837,10,2,0,18,18,18,40,40,47,47,0,"No",0,0.62,0.36,0,"Yes","No","Yes","Yes","No","No" +1131980,324,8,225,1305,1905,2570,423,958,1221,1816,294,"No",0,0.89,0.93,0,"No","No","No","Yes","No","Yes" +2220387,155,52,0,0,0,0,5,9,20,29,4,"No",0,0.93,0.97,0,"Yes","No","No","Yes","No","No" +1808138,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1249370,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","No" +1949275,4,8,0,0,1,3,1,2,2,7,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3148136,37,8,0,0,0,0,1,1,4,4,3,"No",0,1,1,0,"No","No","No","No","No","No" +3128631,22,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1166367,3,NA,0,0,0,0,7,11,17,27,9,"No",0,-99,-99,0,"No","No","No","No","No","No" +2304738,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1363970,63,8,0,0,0,40,1,9,65,66,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2254108,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2041519,211,8,0,0,0,0,2,7,16,21,3,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1932442,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1614470,7,8,0,0,0,28,0,3,3,4,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2256334,6,8,0,3,21,29,4,9,11,20,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1147665,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3223761,-1,4,0,30,40,60,8,16,32,41,0,"No",0,0.91,0.93,1,"No","No","No","Yes","No","Yes" +1217477,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1242987,16,12,0,0,0,0,2,2,3,5,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1822764,17,8,10,20,40,50,6,16,29,55,8,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1121463,0,2,0,6,12,15,2,9,13,18,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1273825,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +2036586,0,2,0,41,41,41,0,0,0,0,1,"No",0,0.85,0.76,0,"Yes","No","Yes","Yes","No","No" +2091306,2,8,0,12,24,34,1,12,15,22,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3223493,72,2,8,100,100,100,7,34,86,142,22,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3235725,13,8,0,30,30,30,3,8,14,28,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1761123,97,NA,13,0,0,0,19,45,97,148,23,"No",0,-99,-99,0,"No","No","No","No","No","No" +1555624,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1254563,26,8,0,0,0,5,12,19,35,42,2,"No",0,0.97,0.99,0,"No","No","No","Yes","No","Yes" +1868021,53,2,0,0,0,0,1,8,15,16,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3113445,10,8,0,0,0,0,0,2,2,2,1,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +2135540,784,2,0,0,0,0,221,538,722,874,10,"No",0,0.69,0.75,0,"No","No","No","Yes","No","No" +1881284,5,2,0,47,66,66,11,36,62,76,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2138408,142,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2897808,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1488478,7,8,0,0,0,1,1,3,4,6,3,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2052814,33,9,0,0,0,0,0,1,1,1,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2909540,226,NA,0,0,0,0,1,3,9,15,4,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3004667,0,8,0,20,28,36,9,16,28,43,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1896223,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1835313,91,NA,0,0,0,0,1,4,5,7,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1943882,0,4,0,8,8,9,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2219098,4,8,0,8,22,36,4,11,20,30,3,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +1337603,3,8,0,0,1,1,0,1,2,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3135519,3,2,0,2,2,2,0,1,1,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1437559,4,8,0,0,0,1,0,0,2,7,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1515089,1332,8,936,6612,11052,14382,0,0,0,0,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +3029541,3,8,1,5,7,9,3,4,11,12,1,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1908995,785,8,15,0,0,720,61,150,240,430,159,"No",0,0.85,0.7,0,"No","No","No","Yes","No","No" +2860012,177,8,4,147,371,637,49,205,498,771,50,"No",0,0.88,0.84,0,"No","No","No","Yes","No","No" +2067501,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2273646,11,2,0,0,1,1,1,3,4,5,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1938208,-2,2,0,6,7,7,8,9,10,10,1,"No",0,1,1,2,"No","No","No","Yes","No","Yes" +2988992,1,9,0,4,6,8,0,10,11,12,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","Yes" +1582919,181,8,3,0,12,54,16,61,180,291,24,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1711402,6,8,0,30,46,58,5,14,27,54,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1579080,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1887539,17,2,0,279,460,647,58,176,289,290,52,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1962375,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1554349,84,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +2950050,3,9,0,0,0,0,0,0,1,2,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +2949551,63,9,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1731722,1,3,0,1,1,2,2,2,3,4,0,"No",0,0.99,0.92,0,"Yes","No","No","Yes","No","Yes" +2256097,2600,2,3230,0,3200,6400,827,2776,5163,6092,536,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +2137416,15,2,4,514,948,1422,92,253,293,341,47,"No",23,0.73,0.69,1,"No","No","No","Yes","No","Yes" +1439425,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"No","No","No","Yes","No","Yes" +2285896,0,15,0,3,3,3,0,1,1,1,1,"No",0,1,0.96,0,"No","No","No","No","No","No" +3000159,410,2,631,924,1620,2208,252,1083,1634,2121,267,"No",0,0.93,0.87,10,"No","No","No","Yes","No","No" +1187367,28,12,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.16,0,"No","No","No","Yes","No","No" +1629653,20,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1719599,16,14,0,0,0,0,0,4,4,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2214230,2,2,0,20,20,20,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1812976,409,8,180,360,630,810,88,297,586,917,98,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1900411,4002,12,1326,4032,6144,10944,760,3422,8772,14717,1525,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +3139513,8,12,0,0,0,0,1,1,1,1,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1786775,5,4,0,7,14,28,2,8,20,30,0,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +2105373,27,8,15,17,44,69,4,24,52,69,21,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3170858,0,8,0,253,351,370,0,0,0,0,44,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +2136728,7,4,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1673909,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1216594,14,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1257594,5,4,0,7,9,12,5,16,25,27,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","Yes" +3218232,128,2,20,120,270,450,41,158,314,389,52,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +1604441,110,2,0,0,0,0,0,2,4,6,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1884026,13,4,0,33,53,73,9,22,35,65,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1418550,7,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3237391,0,2,3,2,5,6,0,0,0,0,0,"No",0,1,0.92,0,"Yes","No","No","Yes","No","No" +1126873,11,8,0,0,0,0,0,3,3,4,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1246829,205,15,4,362,471,705,79,259,514,823,142,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2806934,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2176160,2,10,1,0,2,3,1,2,4,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2099758,94,8,1,52,52,104,20,51,96,141,37,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2165959,4,8,0,0,0,0,0,0,1,2,2,"No",0,0.63,0.78,0,"No","No","No","Yes","No","No" +2881877,12,8,0,0,0,0,0,1,1,3,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +2952713,33,15,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1283592,20,2,0,0,0,0,0,1,3,3,1,"No",0,0.89,0.82,0,"Yes","No","No","Yes","No","Yes" +2874848,13,NA,0,0,0,0,23,195,341,463,39,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2116456,56,2,0,0,20,40,1,19,28,43,0,"No",0,0.6,0.41,0,"No","No","No","Yes","No","No" +2195168,63,8,0,0,0,0,0,0,1,2,2,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1925501,115,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3149034,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1435252,34,2,0,0,0,20,1,6,18,29,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1983623,0,2,0,6,6,6,0,0,1,1,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1687418,1,2,0,1,2,3,2,3,3,5,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1502735,130,8,2,96,144,240,31,85,211,336,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1511856,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1165061,0,0,0,11,19,26,1,1,1,1,1,"No",0,0,0,1,"No","No","Yes","Yes","No","Yes" +2908042,314,10,0,0,0,500,41,126,129,129,0,"No",0,0.51,0.61,0,"No","No","No","Yes","No","No" +2188890,130,8,0,0,0,0,2,4,8,10,2,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +3264215,146,8,0,0,0,7,9,36,83,119,26,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2150660,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.32,0,"No","No","No","Yes","No","No" +1498109,0,NA,0,4330,6495,8660,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3143677,44,12,0,61,97,130,17,35,64,86,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2175650,32,0,0,0,0,0,0,0,3,9,1,"No",0,0,0,0,"No","No","No","No","No","No" +2911198,219,12,0,0,0,0,0,4,4,8,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2847688,154,0,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","No","No","No","No" +1665277,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1427265,9,8,0,9,16,23,1,10,17,29,6,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3250730,5,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1256777,230,8,8,0,0,0,18,49,105,158,23,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1126876,45,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2070396,18,8,1,154,259,354,35,110,217,346,79,"No",9,0.86,0.88,0,"No","No","Yes","Yes","No","Yes" +2884918,56,4,0,176,308,484,36,92,135,155,31,"No",0,0.74,0.63,0,"Yes","No","No","Yes","No","No" +3156888,152,2,90,445,902,1386,147,381,705,973,32,"No",90,-99,-99,0,"No","No","No","Yes","No","No" +2979917,281,8,11,50,100,150,38,117,285,496,51,"No",0,0.61,0.66,0,"No","No","Yes","Yes","No","No" +1689030,30,12,0,0,0,0,0,1,5,7,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2929739,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1730833,3,4,0,6,6,6,9,11,11,11,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2141859,16,2,0,0,0,14,11,28,33,35,0,"No",0,0.85,0.89,0,"Yes","No","No","Yes","No","Yes" +1844105,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3245622,2,2,0,0,0,0,3,6,10,13,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2314664,41,52,0,0,0,0,3,16,20,23,3,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1187650,26,9,6,0,0,0,18,19,19,19,4,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1506584,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2251168,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1926918,2,2,0,3,6,9,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","Yes","Yes","No","No" +1558408,1,8,0,4,6,9,1,4,6,9,1,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +3212042,9,2,0,20,20,40,1,12,18,32,1,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2061628,112,12,0,0,0,0,0,4,5,6,2,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2039082,88,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2197503,12,4,2,7,18,27,4,10,20,25,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3266632,2911,2,0,0,0,0,0,0,4,4,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1126657,0,3,0,26,39,52,9,23,40,53,0,"No",0,0.5,0.39,0,"No","No","No","Yes","No","Yes" +1189251,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.02,0.03,0,"No","No","No","Yes","No","No" +2199198,0,2,0,15,15,15,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","Yes","Yes","No","No" +1493346,313,2,149,250,650,900,113,343,710,1104,128,"No",0,1,1,0,"No","No","No","Yes","No","No" +3234736,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.76,0,"Yes","No","No","Yes","No","No" +1844220,27,2,0,0,0,0,0,1,3,3,1,"No",0,0.75,0.41,0,"Yes","No","No","Yes","No","No" +2984241,29,2,0,0,0,0,2,5,9,9,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1225061,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1352138,64,8,2,45,81,81,9,29,69,114,25,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2010172,12,8,0,198,198,198,0,0,2,8,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1705421,4,6,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1468640,19,8,0,350,550,550,53,153,323,504,79,"No",0,0.15,0.24,0,"No","No","No","Yes","No","Yes" +1128010,4,2,0,0,1,1,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1751736,11,4,0,0,0,0,2,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2837085,2,8,1,0,0,1,0,1,1,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3093129,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2010783,9810,5,1060,9000,18000,27000,2324,7760,15794,33070,2551,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1189414,62,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1854254,6,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1120324,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2865977,149,8,0,0,0,0,1,1,5,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1436707,5,8,0,99,151,223,13,59,136,192,26,"No",0,0.97,0.9,2,"No","No","No","Yes","No","No" +1258578,8,10,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.75,0,"No","No","No","Yes","No","No" +3191722,1,12,0,1,1,1,0,0,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1212160,0,4,0,18,30,34,2,2,2,2,0,"No",0,0.62,0.73,2,"Yes","No","Yes","Yes","No","Yes" +1484087,27,8,0,14,44,79,8,23,43,70,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2151547,15,2,0,0,0,0,2,6,8,13,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3001885,2,2,0,0,1,3,0,1,2,2,1,"No",0,0.07,0.32,0,"No","No","No","Yes","No","No" +1448325,2,2,0,3,4,4,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1151497,138,8,5,0,0,0,4,22,42,68,39,"No",0,0.86,0.91,0,"No","No","Yes","Yes","No","No" +1777651,146,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +3109142,18,2,0,30,66,102,8,41,69,94,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1977041,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" 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+3201668,15,9,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1477357,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2985052,15,2,1,0,20,30,5,9,17,26,0,"No",0,0.87,0.88,0,"No","No","Yes","Yes","No","No" +3104864,1305,15,110,610,1270,1930,218,677,1415,2203,461,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +2296316,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1251223,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +1578486,0,9,0,2,3,4,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3085874,5,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1271334,218,8,0,232,406,580,51,194,392,640,80,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +3179826,5,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1298837,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1996920,2,2,60,0,0,0,0,8,8,8,4,"No",0,0.22,0.22,0,"Yes","No","No","Yes","No","No" +3124398,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1438527,29,2,0,43,86,129,8,35,80,122,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2074551,68,8,0,0,8,8,7,17,45,68,15,"No",0,0.35,0.54,0,"No","No","No","Yes","No","No" +3253053,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2974917,17,2,0,10,30,40,3,9,14,20,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1600042,51,8,0,0,0,0,1,7,43,69,10,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1682306,148,8,29,200,408,616,82,278,543,829,104,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1820841,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1625512,21,8,0,0,0,0,0,0,5,6,0,"No",0,0.14,0.32,0,"Yes","No","Yes","Yes","No","No" +1827863,2578,8,6,0,0,0,171,589,1114,1660,235,"No",0,1,1,0,"No","No","No","Yes","No","No" +1368961,8,10,0,1,1,1,2,3,8,14,9,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1800700,174,2,0,0,0,0,0,1,1,1,1,"No",0,0.71,0.69,0,"Yes","No","No","Yes","No","No" +3070011,60,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1441188,279,2,99,0,0,0,23,183,198,199,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +1341943,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1356028,33,8,0,0,0,0,0,2,7,10,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3169481,3,3,0,6,6,6,0,0,0,0,0,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +1825951,41,8,25,56,123,243,22,106,194,223,53,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3080578,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1878380,4,2,0,0,3,5,0,0,7,12,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1488775,2183,4,1971,1800,4500,6300,793,2491,4774,6882,783,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1586059,23,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3001578,5,2,0,0,0,0,0,0,0,0,2,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2237487,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1544842,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1664455,0,12,0,2,4,5,0,1,2,3,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +2827213,0,2,0,400,400,400,0,0,0,0,18,"No",0,0.69,0.72,0,"Yes","No","No","Yes","No","Yes" +1488448,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +3172223,2,12,0,0,0,0,0,0,1,1,1,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2294654,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2267426,1,8,0,1,2,3,3,5,5,9,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1376576,159,8,12,104,256,448,37,168,379,534,39,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2147897,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1296345,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1486606,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3126074,210,9,56,678,1074,1348,450,875,1670,1670,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1928349,1,4,4,3,3,3,1,1,1,1,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3206951,28,8,0,0,0,0,0,3,4,11,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +2094918,354,8,177,0,0,0,2,11,15,25,2,"No",0,0.96,0.81,0,"Yes","No","No","Yes","No","No" +3008965,0,2,25,0,0,0,0,0,0,0,0,"No",0,0.33,0.21,0,"Yes","No","No","Yes","No","No" +3231176,17,9,0,0,0,0,1,6,15,24,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1436599,13,14,0,11,11,11,0,4,6,11,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2919405,846,8,297,1100,1700,2600,360,1098,2138,4928,331,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1285159,12,9,0,0,0,0,0,4,4,8,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2041739,394,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1260131,221,8,1,108,252,360,40,159,380,610,47,"No",0,0.94,0.79,0,"No","No","Yes","Yes","No","No" +2933047,6,2,0,10,30,40,3,15,29,51,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2821569,1181,2,0,4000,5000,6000,714,1654,2907,4447,673,"No",0,0,0,0,"No","No","No","Yes","No","No" +1791553,6,2,0,16,16,16,12,22,26,26,0,"No",0,0.24,0.31,0,"Yes","No","Yes","Yes","No","Yes" +1156639,2,8,0,17,32,47,7,21,38,52,3,"No",0,0.74,0.38,0,"No","No","No","Yes","No","Yes" +1349923,12,NA,0,0,0,0,0,3,10,16,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1745518,2,9,0,6,6,6,2,3,3,3,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3125149,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1136164,283,12,2,0,22,116,20,121,252,367,33,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +2892543,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3234794,61,14,0,144,240,288,15,52,145,266,105,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1757785,136,8,0,0,0,0,1,3,14,17,2,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +2130441,97,2,1,0,0,0,0,0,0,0,0,"No",0,0.54,0.61,0,"No","No","Yes","Yes","No","No" +1801461,1908,8,0,0,0,0,0,1,1,2,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2928571,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3041891,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2058440,0,8,0,918,1607,2024,1,1,1,1,144,"No",0,0.69,0.69,1,"No","No","Yes","Yes","No","Yes" +1255645,6,2,0,1,1,1,1,3,3,5,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1341664,5,8,0,30,45,60,6,15,23,41,4,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1603693,15,8,0,0,0,0,0,0,2,5,2,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1301922,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","Yes" +3207644,159,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1505138,9,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1386692,113,8,0,0,0,0,3,5,9,12,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3000093,4434,4,3061,17410,28560,42680,4686,15303,26451,38246,2647,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2236135,48,8,0,0,0,0,1,3,5,10,2,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +1476164,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2003857,673,NA,0,0,0,0,1,8,19,46,8,"No",0,-99,-99,0,"No","No","No","No","No","No" +2049993,10,8,0,0,0,0,0,1,2,4,2,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1990604,0,8,0,4,5,7,1,3,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1733182,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1752435,0,8,0,12,12,12,3,4,4,8,3,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1935271,2,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1134679,34,2,0,0,0,0,3,6,24,40,0,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +1386801,5,8,0,0,0,0,0,1,4,6,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1797406,8,8,0,67,91,106,18,42,88,133,11,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1708649,20,9,0,0,0,0,1,3,8,10,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1942740,706,8,0,0,0,0,5,5,6,9,0,"No",0,0.02,0.27,0,"No","No","No","Yes","No","No" +2298840,4,8,0,0,2,4,0,3,3,4,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2994464,46,8,31,0,0,30,3,11,24,42,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1370860,6,6,0,0,0,0,0,1,1,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2004870,30,12,0,0,0,0,71,206,421,726,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2067772,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.57,0,"No","No","Yes","Yes","No","No" +1606388,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1548221,4,2,0,33,58,88,17,38,65,86,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1286589,17,2,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2946286,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2821710,3,8,2,2,3,4,0,3,4,7,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2179347,17,8,0,0,0,0,1,2,2,2,0,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1717631,6,12,0,0,0,0,2,6,10,12,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1879306,70,8,5,120,192,264,39,99,192,283,32,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1771646,75,NA,0,0,0,0,3,9,20,29,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1447528,100,9,14,0,0,0,3,6,9,11,16,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1452596,0,4,0,5,6,6,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1371494,1,12,2,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1472190,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +1275994,3,8,0,0,3,3,3,3,3,8,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +2193604,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1437343,2,8,0,5,5,8,1,4,6,10,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1160610,22,2,0,48,48,48,20,26,26,26,9,"No",0,0.27,0.2,0,"Yes","No","No","Yes","No","Yes" +2018078,15,8,0,0,0,0,0,2,2,2,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3172632,2,12,0,0,0,0,0,0,3,3,0,"No",0,0.73,0.79,0,"Yes","No","No","No","No","No" +1135385,2,12,0,3,5,8,2,4,8,9,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +2147547,1,2,0,10,10,10,0,2,6,6,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +2891146,24445,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1267407,0,8,0,30,46,66,2,17,20,34,11,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +2208104,3,2,0,72,126,198,5,13,25,25,5,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +2033049,5,2,5,0,0,5,0,2,5,5,2,"No",0,0.95,0.81,0,"No","No","No","Yes","No","No" +1524709,22,8,0,0,0,0,1,4,10,14,1,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +1381378,49,8,20,20,50,80,5,28,64,107,26,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1210227,17,8,0,0,0,13,1,6,16,22,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1749165,448,12,2,113,274,505,62,250,545,968,119,"No",0,0.9,0.72,0,"No","No","Yes","Yes","No","No" +3109720,2,8,0,2,4,6,0,2,3,6,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2947766,34,2,0,20,20,20,0,2,3,5,2,"No",0,1,0.95,0,"No","No","No","No","No","No" +1220593,50,4,0,0,0,0,18,28,28,43,0,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +1501509,1,9,0,3,6,8,1,3,5,6,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +1232883,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1629167,0,2,0,4,6,7,2,3,5,6,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +3167625,44,9,0,0,0,0,0,0,1,1,2,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1909051,458,9,118,539,1394,2216,223,822,1616,2635,159,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1438444,82,8,0,0,21,35,9,21,21,21,20,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2163113,3,2,0,2,14,22,3,7,19,29,0,"No",0,1,0.5,0,"No","No","No","Yes","No","Yes" +3253792,2500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1437968,69,0,0,0,8,28,8,38,83,134,6,"No",0,-99,0,0,"No","No","No","No","No","Yes" +3248183,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"No","No","Yes","Yes","No","No" +2296666,1,8,0,3,6,8,2,7,8,8,2,"No",0,0.75,0.64,0,"No","No","No","Yes","No","Yes" +1736893,235,9,0,0,0,0,8,19,109,119,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1401321,0,8,0,27,38,49,6,12,30,49,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +2220327,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2215861,2,2,0,4,4,4,3,8,11,13,0,"No",1,0.7,0.66,0,"Yes","No","No","Yes","No","Yes" +2013469,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1375624,9,8,0,0,0,0,1,4,6,12,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +1159553,5,8,0,0,0,0,0,0,1,4,1,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +3111109,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +1253813,61,9,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1553738,69,8,2,0,36,36,10,23,45,74,50,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1928874,2,8,0,0,0,0,1,1,1,2,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1494834,7,8,0,26,51,61,5,15,27,49,8,"No",18,0.3,0.3,0,"No","No","No","Yes","No","Yes" +1767457,18,4,0,0,18,18,5,16,33,55,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1711984,916,4,30,0,0,0,48,162,354,607,105,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2209470,26,8,0,0,0,2,2,7,16,26,6,"No",0,0.88,0.89,0,"No","No","Yes","Yes","No","No" +3081335,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1643195,56,8,32,84,195,285,43,110,190,274,49,"No",0,0.74,0.57,5,"No","No","Yes","Yes","No","No" +1927388,793,8,118,0,180,420,114,298,765,1353,85,"No",0,0.88,0.92,1,"No","No","No","Yes","No","No" +1683189,0,8,0,28,56,56,3,13,29,46,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","Yes" +3209153,5,8,0,56,56,56,0,1,2,3,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1155879,3,8,0,3,9,13,0,4,8,12,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +3040448,41,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2279449,36,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1948857,320,12,24,270,648,972,112,346,682,1064,101,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3062509,0,2,1,4,7,7,0,0,0,0,0,"No",2,0.83,0.69,0,"No","No","No","Yes","No","No" +1327012,0,2,0,164,279,435,0,0,0,0,18,"No",0,0.5,0.39,0,"No","No","Yes","Yes","No","Yes" +2257286,18,8,0,0,0,3,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1268776,0,12,1,96,160,224,16,64,138,188,18,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +3034935,28,8,0,0,0,0,3,6,13,20,0,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +3024303,3,8,0,0,0,1,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3114471,22,2,0,15,30,45,6,23,36,48,13,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1150417,12,2,0,400,800,1000,97,246,367,682,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","Yes" +3198223,62,NA,0,0,0,0,3,18,45,73,21,"No",0,-99,-99,0,"No","No","No","No","No","No" +2130248,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","Yes","No","No" +2305998,110,8,0,0,0,0,1,7,24,41,4,"No",0,0.03,0.09,0,"No","No","No","Yes","No","No" +3130038,26,4,0,12,24,36,6,15,32,47,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1945652,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1809165,1473,12,0,0,0,0,1,5,12,37,9,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2272483,6,2,0,298,470,650,57,181,300,301,53,"No",0,0.9,0.95,2,"No","No","No","Yes","No","Yes" +3009639,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1867763,0,12,0,9,13,19,1,5,6,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3262078,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1188398,1,2,0,9,9,9,1,1,1,1,0,"No",0,0.27,0.13,0,"Yes","No","No","Yes","No","No" +2161464,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2291126,8,12,0,0,0,0,1,2,4,5,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1185912,18,8,0,0,9,9,4,8,24,34,0,"No",0,0.52,0.53,0,"No","No","No","Yes","No","Yes" +2156864,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1688502,919,2,421,2880,4860,6210,490,1423,2718,5131,485,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2856285,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3210804,1070,8,345,1280,2760,3810,628,1618,3018,3598,260,"No",0,0.76,0.87,0,"No","No","No","Yes","No","No" +3025667,27,2,0,10,20,60,5,22,38,47,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1986489,2,2,0,4,4,4,0,1,1,2,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +2107412,335,8,4106,960,960,960,405,911,1581,2582,83,"No",0,0.54,0.54,0,"No","No","No","Yes","No","No" +1728349,14,4,0,25,56,93,6,8,8,8,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +1696806,237,8,0,768,1344,1952,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2841875,45,8,0,0,0,0,0,3,6,9,1,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1933752,81,8,0,0,0,34,5,24,69,212,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +1112932,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +3123731,20,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1469244,34,2,42,63,189,357,19,79,125,157,48,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +1999653,130,2,78,249,423,539,70,200,408,624,35,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +2223536,0,12,12,18,24,30,3,8,18,24,5,"No",1,0.07,0.21,0,"No","No","No","Yes","No","Yes" +1117241,25,52,0,0,0,0,2,5,10,15,6,"No",0,0,0.32,0,"Yes","No","No","Yes","No","No" +1618035,18,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1281336,26,2,0,0,0,0,3,10,12,15,0,"No",0,0.47,0.47,0,"Yes","No","Yes","Yes","No","Yes" +3159850,21,8,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2037162,18,2,0,27,54,81,9,28,58,78,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1591868,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1852539,46,8,2,477,702,927,81,217,346,445,76,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1634408,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1325152,4,8,0,200,200,300,17,63,148,242,23,"No",0,1,0.99,1,"No","No","No","Yes","No","Yes" +2070523,6,4,0,0,1,1,0,0,0,0,1,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +3086978,79,16,0,0,0,0,1,8,14,20,1,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +3094354,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1638065,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1549165,4,12,4,194,322,432,87,238,341,502,31,"No",0,0.76,0.78,4,"No","No","Yes","Yes","No","Yes" +1554021,9,4,0,0,0,0,0,1,1,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2991170,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1336359,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3061422,666,12,0,0,0,0,1,2,2,2,1,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1576362,-13,12,51,432,672,912,250,425,641,913,61,"No",0,0.98,0.97,55,"No","No","No","Yes","No","Yes" +1659547,0,12,0,24,48,60,3,16,36,50,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1159038,3,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1211113,40,2,0,40,80,120,4,20,20,20,0,"No",0,0.81,0.66,0,"No","No","No","Yes","No","No" +2072085,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +1281288,0,8,0,2,3,3,1,1,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1243906,46,2,48,36,84,120,6,22,33,42,6,"No",0,0.81,0.92,0,"Yes","No","No","Yes","No","No" +3092458,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2831790,2887,2,0,0,0,0,0,5,17,24,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1530228,0,8,0,26,52,65,5,11,21,30,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +1814418,100,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3030047,-5,8,0,50,50,50,4,7,20,33,0,"No",0,0.83,0.86,5,"No","No","No","Yes","No","No" +1830935,11,8,0,245,439,651,53,189,322,418,0,"No",27,0.37,0.43,0,"No","No","No","Yes","No","Yes" +2051511,9,9,0,0,0,0,0,0,1,2,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +3212073,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.88,0,"Yes","No","No","Yes","No","No" +1637719,128,8,104,800,1360,1920,303,665,1121,1624,394,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +2266938,9,9,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1457644,350,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.04,0,"No","No","No","Yes","No","No" +1576255,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1339642,0,2,0,20,29,29,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +1967394,3,12,0,12,18,24,1,9,15,22,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1128521,12,8,0,0,0,26,0,2,9,10,0,"No",0,0.55,0.66,0,"No","No","Yes","Yes","No","No" +1275550,178,8,105,211,379,548,59,201,400,602,78,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1815287,7,4,0,5,10,20,2,7,13,23,1,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3269209,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1837971,0,12,0,1,2,2,1,1,2,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1384258,0,8,0,2,2,2,0,0,1,1,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2122368,233,8,3,155,263,371,38,154,298,427,49,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1596706,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2908878,1396,8,4,0,0,0,29,81,177,291,36,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2921726,1,2,3,10,20,20,5,11,13,18,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1702361,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2234175,7,12,0,10,16,22,1,4,16,21,0,"No",2,0.73,0.76,0,"No","No","No","Yes","No","No" +1172631,26,9,0,0,0,0,1,2,6,9,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1759757,12,2,0,0,0,0,4,12,15,27,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1475265,4,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1749415,2,12,0,0,0,0,0,0,1,2,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1360675,3,2,0,6,6,6,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2195444,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","Yes" +2883492,9,8,0,58,83,108,67,115,152,198,19,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +3178823,121,4,19,49,100,151,15,62,123,188,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1236283,3,4,0,0,0,0,0,1,2,2,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1923685,80,8,5,65,138,211,12,47,86,161,24,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1556878,9,8,0,30,30,33,1,8,15,21,5,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3004633,-1,8,0,44,62,62,8,19,33,44,7,"No",3,0.25,0.31,1,"No","No","No","Yes","No","Yes" +1403369,4,2,2,9,18,27,4,12,20,37,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1589117,242,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1436825,21,4,0,0,0,0,1,1,2,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2052768,13,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1925547,884,8,1,0,0,0,37,72,142,210,26,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2948313,9,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1134194,28,2,0,33,66,99,11,34,65,86,1,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1822372,65,2,53,88,187,348,0,211,264,293,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2241197,0,5,0,19,31,33,0,0,0,0,0,"No",0,0.65,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1857347,0,2,0,0,18,18,0,0,0,0,1,"No",0,0.9,0.86,0,"Yes","No","Yes","Yes","No","Yes" +1321579,9,2,0,0,10,10,3,3,4,4,1,"No",0,0.43,0.71,0,"Yes","No","No","Yes","No","No" +3093460,65,8,0,0,0,0,2,11,19,30,19,"No",0,0.22,0.13,0,"No","No","Yes","Yes","No","No" +1663300,11,8,8,10,19,28,5,14,30,39,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3086478,17,8,0,0,0,0,3,9,13,17,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2272945,2380,NA,0,0,0,0,0,2,25,46,56,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2229540,-1,8,0,9,9,10,0,0,3,10,2,"No",0,0.84,0.83,1,"No","No","No","Yes","No","Yes" +1535928,35,13,0,0,0,0,0,2,2,2,2,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +2085732,7,2,0,0,0,8,0,0,6,6,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3280862,34,8,0,0,207,207,7,17,28,47,1,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +2270198,29,2,0,0,0,0,1,1,3,6,0,"No",0,0.46,0.38,0,"Yes","No","No","Yes","No","No" +2311972,3,12,1,1,1,1,0,1,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1155475,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1521344,21,8,0,62,110,158,10,46,81,132,13,"No",12,0.78,0.74,0,"No","No","No","Yes","No","No" +1479186,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3098474,41,NA,0,0,0,0,2,3,4,4,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1127217,4,8,0,0,10,10,0,1,2,5,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1225825,98,8,13,50,100,200,21,78,147,234,30,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2871471,3,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1665880,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.4,0,"Yes","No","No","Yes","No","No" +2174466,3,8,0,2,2,2,0,1,6,7,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2084891,29,8,16,176,336,480,100,306,553,638,58,"No",0,0.97,0.98,3,"No","No","No","Yes","No","Yes" +1207624,3,8,0,0,0,0,0,0,0,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1611917,125,12,0,0,0,0,0,0,1,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1697476,168,4,0,2,12,62,8,36,176,193,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1624951,4,8,0,14,26,34,3,9,19,27,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1985361,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1679243,9,8,0,7,14,21,9,15,23,31,7,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +3164984,2495,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1604797,332,NA,0,0,0,0,0,2,6,7,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2847634,2993,8,771,0,1950,3656,0,0,0,0,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2022707,40,8,7,100,100,100,30,43,66,112,18,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1163585,6,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1729189,296,4,0,0,0,0,0,1,4,5,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1594591,226,NA,38,0,0,0,68,176,377,618,150,"No",0,-99,-99,0,"No","No","No","No","No","No" +1550598,173,4,98,47,127,167,15,74,158,319,26,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3086811,-14,12,0,10000,10000,10000,0,14,19,19,0,"No",0,-99,1,14,"No","No","No","Yes","No","No" +3040484,3,8,0,52,79,106,13,38,64,85,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1350435,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1480702,4,8,0,4,7,11,1,2,4,6,1,"No",1,0.85,0.9,0,"No","No","No","Yes","No","No" +1617293,30,8,0,20,60,90,24,33,69,113,20,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1121367,2,2,0,20,20,20,4,6,7,7,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1835399,19,2,0,19,38,38,24,29,57,70,0,"No",0,0.51,0.3,0,"No","No","No","Yes","No","Yes" +3188464,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1551714,111,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1186868,108,8,1,77,156,314,21,74,157,247,36,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2088947,4,2,0,1,4,6,2,4,7,8,0,"No",0,0.15,0.09,0,"No","No","No","Yes","No","Yes" +2117357,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","Yes","Yes","No","No" +3080662,12,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2128675,98,8,0,0,0,0,0,5,10,14,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1976703,87,8,3,126,210,294,27,84,189,324,35,"No",42,0.96,0.89,0,"No","No","No","Yes","No","No" +1815169,1287,8,268,1500,3000,4500,504,1805,3911,5588,486,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1667530,450,12,200,500,500,500,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2246039,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1315499,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3209048,3,2,1,1,1,1,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","Yes","Yes","No","No" +1928949,95,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.76,0,"No","No","No","Yes","No","No" +1175169,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +3218844,47,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2017199,67,8,0,0,0,0,0,0,2,2,1,"No",0,0.63,0.63,0,"No","No","Yes","Yes","No","No" +2877441,34,8,3,60,90,150,12,48,92,117,13,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3050107,6,0,0,0,0,0,0,0,0,0,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1159000,14,9,0,0,0,10,2,7,17,23,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1836442,19,8,0,0,0,0,0,1,6,6,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1623563,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1463150,4,8,2,248,385,512,37,132,295,435,37,"No",14,0.73,0.73,4,"No","No","Yes","Yes","No","Yes" +1394925,17,8,0,0,0,0,1,4,7,7,2,"No",0,0.74,0.57,0,"No","No","Yes","Yes","No","No" +2982206,11,2,0,0,2,3,0,3,8,10,0,"No",0,0.59,0.57,0,"No","No","No","Yes","No","No" +2866576,70,8,12,600,600,600,11,34,96,143,14,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1984625,2,12,0,9,15,20,0,3,9,14,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1273972,0,2,0,48,72,96,25,65,105,130,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +1586809,89,8,0,0,0,0,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1879899,1,9,0,1,3,4,0,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1686235,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1446316,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3131552,12,2,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2194085,299,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1305471,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2802702,221,12,6,52,257,369,47,129,267,430,33,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1479718,976,8,40,500,1500,2500,271,973,2012,3189,162,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2063667,4005,6,3390,2955,6344,9441,1240,4053,7665,12140,1131,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3233499,102,12,4,0,0,150,7,31,59,123,15,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +3243382,2507,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3087353,163,8,64,320,636,920,90,330,626,1018,194,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2135365,0,0,0,26,39,39,6,8,14,32,4,"No",0,0,0,0,"No","No","No","No","No","Yes" +3133629,12,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3151799,1,12,0,0,0,0,1,1,1,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1766460,3,2,0,0,3,3,0,1,2,6,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1832139,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1521162,3,9,0,0,0,0,0,0,1,2,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1517717,5,8,0,30,30,30,6,12,19,27,6,"No",0,1,0.41,0,"No","No","Yes","Yes","No","Yes" +1956974,0,2,0,14,21,28,9,19,24,36,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +3063746,8,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +3103525,136,2,0,175,391,643,178,348,586,608,157,"No",0,0.92,0.91,0,"No","No","Yes","Yes","No","No" +2082287,658,4,20,0,36,54,682,1888,3528,5294,107,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3161271,5,12,0,24,24,24,2,5,7,10,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3283315,8,8,0,0,0,0,1,2,2,2,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1551919,8,9,0,0,0,0,0,2,8,11,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1336740,57,8,7,25,69,102,17,36,89,149,16,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2883717,686,8,437,1864,3282,4754,520,1489,2666,3956,414,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +1238956,188,8,0,0,0,0,1,2,3,4,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2885727,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3234637,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2970679,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1324053,1,8,0,0,0,1,1,1,1,2,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1489239,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3155712,6,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1980467,62,9,0,50,100,150,13,47,78,135,16,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2119877,77,9,11,42,77,105,17,45,80,136,25,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1415062,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1984989,51,2,30,0,30,60,5,32,49,63,5,"No",0,0.75,0.41,0,"Yes","No","No","Yes","No","No" +1826081,7,12,0,4,16,20,2,6,8,15,9,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3080709,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1901275,2,2,0,43,70,97,11,22,41,68,20,"No",0,0.09,0.37,0,"No","No","No","Yes","No","Yes" +2134435,0,8,0,2,3,4,1,3,3,4,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","Yes" +2109491,2,12,0,185,185,185,1,5,8,11,1,"No",0,0.27,0.26,0,"Yes","No","No","Yes","No","Yes" +2890267,3,6,0,95,128,172,17,43,87,125,17,"No",0,0.65,0.71,1,"No","No","No","Yes","No","Yes" +1293597,280,12,156,540,1144,1736,271,669,1031,1032,127,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +2031940,144,12,0,222,222,222,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2833023,130,8,150,96,216,312,37,129,246,390,41,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1474288,2,8,0,3,4,6,2,4,7,13,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1485098,1,8,0,1,1,2,0,1,1,2,2,"No",0,0.62,0.65,0,"No","No","No","Yes","No","No" +1989293,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1929083,7,4,14,15,26,37,6,25,42,59,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3207732,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1849794,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1478738,29,4,0,40,73,117,14,44,71,99,19,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1667097,51,8,8,60,114,168,19,65,122,176,20,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2139029,0,4,3,1,2,3,1,8,9,10,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1668474,344,8,1,1,1,1,0,0,0,2,37,"No",0,0.61,0.7,0,"No","No","No","Yes","No","No" +1475084,0,8,0,4,7,9,1,2,4,4,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1754912,6,8,0,0,0,0,0,0,1,3,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2159918,29,8,3,0,12,12,3,9,28,51,6,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +1404333,549,8,100,756,1254,1586,133,395,822,1763,219,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +3031941,3230,13,75,500,500,1000,117,544,944,1257,211,"No",0,1,1,0,"No","No","No","Yes","No","No" +1677756,5,8,0,2,6,10,1,4,8,11,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2063970,209,2,0,0,0,0,2,5,8,13,0,"No",0,0.68,0.64,0,"No","No","Yes","Yes","No","No" +1766085,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1849513,54,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1922928,142,8,22,179,307,467,42,152,314,501,59,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1453894,2049,8,11,0,0,0,38,123,230,330,44,"No",0,0.52,0.69,0,"No","No","No","Yes","No","No" +2283817,1,4,2,9,9,9,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1831018,25,8,1,0,0,0,9,25,48,78,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3191482,435,8,153,824,1504,2014,275,764,1292,1879,202,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3121385,25,2,0,0,0,0,10,12,14,14,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1250251,160,8,13,0,120,180,15,59,150,238,43,"No",0,1,1,0,"No","No","No","Yes","No","No" +1699521,2900,8,0,0,0,0,0,0,0,0,2,"No",0,0.79,0.78,0,"No","No","Yes","Yes","No","No" +3158134,54,NA,0,0,0,0,0,1,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1418802,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1172601,0,2,0,70,70,70,0,0,0,0,2,"No",0,0.79,0.92,0,"Yes","No","Yes","Yes","No","No" +1622547,52,8,0,0,0,0,0,2,2,3,0,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1973778,0,8,0,5,7,7,0,0,0,0,0,"No",2,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1227748,943,8,0,0,0,0,0,2,4,9,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1203395,-2,8,0,41,69,97,3,25,40,72,0,"No",13,0.65,0.81,2,"No","No","No","Yes","No","Yes" +1559221,7,8,0,5,10,15,1,5,11,16,4,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1965503,3,9,0,0,2,4,0,1,3,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3190767,-17,8,6,304,584,904,92,309,555,696,59,"No",0,0.97,0.98,26,"No","No","No","Yes","No","Yes" +1979429,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1477268,2,12,0,0,0,0,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1620511,11,4,0,0,0,0,1,5,6,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1906806,253,8,0,0,0,0,16,35,66,137,18,"No",0,0.44,0.63,0,"No","No","No","Yes","No","No" +3169774,742,12,33,312,837,1062,136,548,1098,1604,502,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1536229,4890,8,0,0,0,0,0,5,15,20,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +3014496,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3041282,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1355766,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.41,0.75,0,"No","No","No","Yes","No","No" +2865368,15490,8,0,0,0,0,20,20,32,40,20,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1801776,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1829018,0,8,0,21,33,48,5,14,18,25,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +1523394,30,8,0,40,61,82,9,21,37,57,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3104680,2,9,0,0,1,1,0,0,2,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2228029,15,8,0,0,0,0,0,0,3,6,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1543248,6,9,0,0,0,0,0,0,1,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1363237,4,8,0,51,74,97,6,22,45,82,19,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2061038,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1479948,2,2,0,0,0,1,2,4,6,12,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +3137547,143,4,48,100,175,263,45,149,255,344,32,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1273510,230,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1476932,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +3168665,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3118986,8,12,9,11,21,31,6,10,15,22,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1243060,158,8,3,0,0,0,21,36,51,61,36,"No",0,-99,1,0,"No","No","No","Yes","No","No" +2223458,7,8,0,288,288,288,1,51,239,374,17,"No",0,0.57,0.64,0,"No","No","No","Yes","No","Yes" +1980732,0,9,0,2,2,2,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1395466,16,2,0,4,7,7,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1911213,100,12,0,0,0,0,0,0,2,3,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1771513,4,8,0,0,0,0,3,3,10,13,5,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1679899,0,8,0,4,6,8,2,5,6,6,1,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2907855,14,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2090939,26,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1323587,0,8,0,24,40,48,8,25,49,63,21,"No",0,0.24,0.47,1,"No","No","Yes","Yes","No","Yes" +2897559,733,4,440,472,988,1418,437,1003,2368,3397,45,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3108307,5,8,0,6,6,12,2,5,9,12,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1573582,47,12,0,0,0,0,0,1,1,4,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2133744,510,16,59,310,818,1284,130,527,1085,1705,145,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1690059,176,8,0,0,0,0,5,26,51,82,18,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1400603,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +3171846,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1883635,7,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3261341,0,12,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +3115916,0,8,0,3,4,6,0,1,3,4,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +1999956,206,2,0,109,218,327,30,90,232,439,42,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1627261,1,8,0,32,48,48,16,37,64,85,2,"No",0,0.58,0.57,0,"No","No","No","Yes","No","Yes" +3015138,0,8,0,33,49,65,8,25,49,73,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +1280571,726,8,109,1080,1920,2760,243,780,1570,2588,239,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2033694,14,8,0,266,454,594,39,176,353,531,45,"No",0,0.23,0.43,9,"No","No","No","Yes","No","No" +3149657,40,2,0,5,5,5,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1972408,10,8,0,0,16,16,0,3,11,13,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1710689,76,4,0,0,0,0,14,52,105,160,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2837758,4,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2233593,696,8,0,0,0,0,21,53,141,240,57,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2830230,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2005878,0,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1598489,407,8,0,0,0,0,1,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1718352,10337,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +3040498,228,8,0,216,480,678,79,270,345,676,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1443171,7,2,0,36,68,104,12,42,56,67,0,"No",3,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1587722,2,2,0,6,12,18,3,8,15,20,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +3084759,184,4,0,0,0,0,581,3088,5611,7636,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2966824,0,17,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +1602070,7,8,0,5,10,15,1,4,9,17,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3149512,6,2,0,0,0,0,0,1,1,3,0,"No",0,0.85,0.92,0,"Yes","No","Yes","Yes","No","No" +3234219,22,12,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +1287696,0,2,0,7,7,12,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +1129923,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1165883,972,2,0,0,0,0,0,2,3,24,0,"No",0,0.82,0.78,0,"Yes","No","No","Yes","No","No" +2974199,1621,8,0,0,0,0,20,87,189,286,108,"No",0,1,1,0,"No","No","No","Yes","No","No" +1199161,11,4,0,0,0,0,0,0,0,3,0,"No",0,0.82,0.78,0,"Yes","No","Yes","Yes","No","No" +1981691,275,2,0,0,0,0,0,0,0,0,2,"No",0,1,0.86,0,"Yes","No","Yes","Yes","No","No" +2108881,271,8,79,248,712,1152,108,427,981,1440,131,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2090162,1,12,0,10,10,10,1,1,3,5,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1499781,0,2,0,1,6,6,0,0,0,0,0,"No",1,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +3011830,54,8,0,28,84,84,9,31,71,123,34,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +2003585,267,2,0,0,0,0,13,23,26,32,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1429733,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1249496,5,2,0,3,8,13,2,4,12,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1174816,674,8,0,1400,2800,2800,456,1551,1909,2347,483,"No",0,0.97,0.91,0,"No","No","No","Yes","No","Yes" +1566663,0,8,0,24,24,24,3,12,20,28,0,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +3040041,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1905117,-5,8,0,16,16,19,3,10,16,17,0,"No",0,0.62,0.62,5,"No","No","No","Yes","No","Yes" +1605094,0,2,0,4,5,7,2,4,5,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1538718,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1964357,48,NA,0,0,0,0,0,0,2,6,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2940022,31,8,0,0,0,0,1,5,9,15,5,"No",0,0.83,0.8,0,"No","No","No","Yes","No","No" +1275387,3,12,0,4,6,8,0,5,10,12,2,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","Yes" +1959535,2,8,0,0,0,0,0,0,1,4,1,"No",0,0.74,0.57,0,"Yes","No","Yes","Yes","No","No" +3100349,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1580515,1,4,2,39,77,113,16,33,71,79,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +1848585,47,8,12,36,77,118,18,44,73,109,24,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +1826802,98,8,5,11,33,66,13,32,94,168,15,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2157963,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1161267,10,2,0,180,260,380,59,149,263,273,43,"No",40,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3000830,96,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3148323,18,2,0,0,0,0,0,0,0,1,0,"No",0,0.05,0.04,0,"No","No","No","Yes","No","No" +1348530,17,12,0,0,0,0,0,1,2,2,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","No" +1898886,20,2,0,0,0,0,2,3,4,4,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +2048090,280,12,33,128,128,163,26,33,70,205,81,"No",11,0.74,0.74,0,"No","No","No","Yes","No","No" +3156559,3,9,0,0,0,1,1,1,2,3,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1779056,225,8,12,0,0,0,24,54,99,133,27,"No",0,0.95,0.8,0,"Yes","No","Yes","Yes","No","No" +1602925,31,2,0,0,0,0,0,1,11,13,1,"No",0,0.91,0.68,0,"No","No","No","Yes","No","Yes" +1396335,20,4,0,0,0,0,0,1,6,7,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1380805,433,3,0,0,0,0,0,3,6,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1305638,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1339914,3,8,0,1,1,3,0,0,2,3,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1808885,109,NA,0,0,0,0,2,8,22,42,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1249400,0,8,0,9,17,23,2,11,18,31,6,"No",2,0.83,0.71,0,"No","No","No","Yes","No","Yes" +1124475,43,8,0,0,0,0,4,11,14,54,1,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1228385,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +2239412,2,9,1,0,0,1,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2289825,98,12,34,254,341,486,121,366,542,777,44,"No",2,0.7,0.77,0,"No","No","No","Yes","No","No" +2227743,3,4,0,200,200,200,4,21,41,60,2,"No",0,0.92,0.97,0,"Yes","No","No","No","No","Yes" +1747633,26,8,0,175,283,391,45,114,209,302,32,"No",0,0.61,0.57,1,"No","No","Yes","Yes","No","Yes" +1722657,3,8,0,0,0,0,2,7,13,24,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +3262371,42,5,29,1,1,1,1,2,3,3,0,"No",0,0.65,0.71,0,"Yes","No","No","Yes","No","No" +1781205,60,2,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1297983,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1915131,15,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1603742,6,10,0,0,0,0,0,0,0,1,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +1259909,8091,12,537,6042,8658,16610,2119,9108,18537,30842,228,"No",176,0.37,0.5,0,"No","No","Yes","No","No","No" +2001580,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1160471,5,8,0,2,8,12,0,8,13,15,0,"No",0,0.72,0.75,0,"No","No","No","Yes","No","No" +3233263,7,8,0,0,0,0,0,0,0,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1502547,1,8,0,1,2,2,2,2,3,5,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +3224375,59,8,3,0,30,42,3,19,43,85,70,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1223347,3,2,0,0,0,0,0,1,1,1,1,"No",0,0.82,0.62,0,"Yes","No","No","Yes","No","No" +3072359,11,15,0,0,0,0,4,7,12,20,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1295859,10,12,8,36,68,92,16,39,79,133,16,"No",0,0.92,0.75,0,"No","No","No","Yes","No","Yes" +1620548,50,12,50,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","Yes","Yes","No","No" +1276532,402,2,67,225,495,720,84,205,384,605,85,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +1901034,42,13,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +2015334,0,12,0,2,3,5,1,5,7,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2829048,357,NA,0,0,0,0,0,3,10,14,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1768607,298,2,37,155,420,700,74,219,363,426,88,"No",0,1,0.86,0,"Yes","No","No","Yes","No","No" +1778899,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1485518,217,8,5,200,500,800,247,474,869,1283,132,"No",0,0.97,0.98,4,"No","No","No","Yes","No","No" +2245517,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1346409,0,2,0,509,530,530,0,0,0,0,127,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +2148427,3,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1967661,509,8,172,151,391,571,127,326,632,974,156,"No",0,0.81,0.88,1,"No","No","Yes","Yes","No","No" +2163366,77,8,1,22,54,80,8,30,60,89,19,"No",0,0.71,0.8,0,"No","No","No","Yes","No","No" +1459216,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1414152,3,8,0,4,4,8,0,1,3,6,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2180937,192,NA,0,0,0,0,3,15,34,64,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1512833,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1808733,26,9,0,0,0,0,1,2,4,4,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3284684,41,8,4,14,34,54,6,19,48,85,12,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2101166,350,8,0,55,250,561,18,235,482,703,37,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3018792,2,8,0,335,523,761,90,214,422,574,72,"No",0,0.94,0.94,3,"No","No","Yes","Yes","No","Yes" +1950515,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2936074,0,3,0,0,0,0,0,0,15,35,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","Yes" +3215814,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1348391,40,8,35,513,853,1220,90,290,658,965,75,"No",96,0.77,0.68,1,"No","No","No","Yes","No","Yes" +2258450,13,8,0,70,102,109,17,46,100,144,21,"No",12,0.18,0.31,0,"No","No","No","Yes","No","No" +2098918,2,2,1,2,2,2,2,2,2,2,0,"No",0,0.8,0.75,0,"No","No","Yes","Yes","No","No" +1434327,58,2,0,28,63,105,3,17,26,28,4,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +2182624,546,8,50,129,404,654,119,390,824,1361,157,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +3212982,31,4,0,0,0,0,6,20,25,28,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1886338,29,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1191014,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2038548,4,2,0,25,25,25,8,8,8,8,3,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","Yes" +3030913,234,16,0,0,0,0,0,0,0,0,2,"No",0,0.25,0.48,0,"Yes","No","Yes","Yes","No","No" +2085368,8,2,0,0,20,20,2,7,12,14,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","No" +1485656,0,2,36,108,240,240,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1991401,49,0,0,0,0,0,6,11,19,29,14,"No",0,0,0,0,"No","No","Yes","No","No","No" +1692064,-1735,8,36,15000,22240,31000,2071,9508,16329,21277,1948,"No",0,0.9,0.95,1773,"Yes","No","No","Yes","No","Yes" +1678189,12,52,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1148427,0,2,0,56,107,162,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +1720271,9,8,0,24,36,44,7,12,34,47,8,"Yes",0,0.82,0.8,0,"No","No","No","Yes","No","Yes" +2949216,12,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.33,0,"Yes","No","No","Yes","No","No" +1807853,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1290241,131460,2,0,0,0,0,232,605,864,1115,4566,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1249409,10,2,0,16,32,64,8,20,32,42,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1152339,12,4,0,8,16,28,0,2,18,22,4,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +3092172,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2200075,29,8,10,10,30,40,13,29,54,97,8,"No",0,0.83,0.5,2,"No","No","No","Yes","No","No" +2038838,110,4,32,65,159,236,26,129,255,418,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1630120,1026,2,320,2368,4928,7488,245,1727,3096,4008,386,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1778943,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3173110,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3009856,4,2,0,120,200,280,33,62,101,111,0,"No",0,0.33,0.32,0,"Yes","No","No","Yes","No","Yes" +3164012,64,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1878736,38,8,0,0,0,0,0,0,0,1,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1828225,48,12,0,0,0,0,0,0,0,1,2,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1820388,1061,8,90,1224,3024,5652,801,2954,6010,8394,677,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2253756,43,8,0,0,0,0,1,4,8,11,1,"No",0,0.83,0.73,0,"Yes","No","No","Yes","No","No" +1123641,0,8,0,3,5,7,0,2,4,5,1,"No",0,0.84,0.78,0,"No","No","Yes","Yes","No","Yes" +1610529,65,2,0,0,48,88,20,64,87,112,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1698303,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +1519203,1594,2,0,0,0,0,8,17,39,61,6,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1738232,18,9,0,0,12,24,4,10,24,52,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +2957387,37,8,0,0,17,34,2,9,20,39,3,"No",0,0.99,0.87,0,"No","No","No","Yes","No","No" +1966012,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1943422,6,12,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2310806,241,8,11,50,100,200,21,71,144,231,21,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1681169,18,NA,0,0,0,0,4,14,37,56,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2942239,9,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1544937,72,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"Yes","No","No","Yes","No","No" +1504839,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1485913,1,8,1,0,0,0,0,0,1,1,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1879551,7,2,0,0,45,45,1,5,8,9,2,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","Yes" +1526458,0,12,0,20,20,20,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1663743,236,4,76,105,183,261,60,147,304,499,81,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2290196,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2205458,289,2,116,504,890,1346,86,373,707,992,131,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1899160,14,4,6,21,31,31,19,28,57,77,18,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2034096,-29,8,3,864,1404,2208,278,924,1482,1867,200,"No",0,0.31,0.18,53,"No","No","No","Yes","No","Yes" +1507343,0,4,0,9,14,14,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1856040,4152,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.79,0,"Yes","No","Yes","Yes","No","No" +2048880,-1,12,0,31,59,75,11,34,60,97,7,"No",0,0.8,0.77,6,"No","No","No","Yes","No","Yes" +1848780,3,6,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2916129,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3174117,56,52,0,0,0,0,0,0,0,1,2,"No",0,0.97,0.96,0,"Yes","No","Yes","Yes","No","No" +3187182,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2824871,81,16,9,250,500,750,37,130,268,360,42,"No",0,0.92,0.9,0,"Yes","No","Yes","No","No","No" +3179115,2821,2,40,0,0,0,107,270,712,1157,192,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +1487945,11,4,0,0,8,14,1,5,20,25,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1260795,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1457822,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.18,0,"Yes","No","Yes","Yes","No","No" +1848021,0,2,0,4,10,10,0,0,0,0,0,"No",0,0.2,0.11,0,"Yes","No","Yes","Yes","No","No" +2945955,167,8,0,36,36,36,26,203,235,275,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1895389,649,13,0,0,0,0,9,42,78,92,5,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +3007103,272,12,0,0,0,0,2,13,26,48,30,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +1969908,37,16,10,449,836,1250,113,357,643,791,0,"No",8,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3271913,2,8,0,0,0,0,1,1,2,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2906518,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","No" +2980026,5,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1559296,1,12,0,8,18,23,1,5,13,17,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2976558,17,2,0,0,0,0,0,1,1,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2853856,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2209194,0,2,0,41,61,61,0,1,2,2,13,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1678301,7,0,0,480,630,630,29,131,243,363,26,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2155892,47,4,7,3,9,12,9,25,50,72,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1849399,65,2,0,104,208,286,50,118,196,281,37,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1782368,41,2,0,8,40,72,7,35,85,119,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +2931977,3,12,0,12,19,33,2,10,16,22,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3172833,27,8,4,0,9,24,1,8,31,51,4,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +2280045,146,2,50,0,100,200,30,172,473,617,30,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2025367,0,2,0,7,7,14,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +1269573,2,6,0,19,38,38,10,31,73,97,4,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1886214,0,9,0,1,1,1,0,0,0,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2077889,204,4,34,71,207,292,31,161,307,393,38,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1469059,7,9,0,3,9,13,1,4,11,17,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2872937,0,8,0,14,23,32,3,7,12,20,1,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1525667,19,3,0,15,39,67,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1552368,12,12,0,16,32,32,4,11,19,25,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1357330,5,4,0,0,0,0,0,0,0,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1495208,6,8,0,0,0,0,0,0,3,5,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2080003,46,8,0,0,0,0,0,3,5,6,1,"No",0,0,0.35,0,"No","No","No","Yes","No","No" +1154851,3282,8,0,0,0,0,0,0,0,1166,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1518265,4,2,0,5,5,10,2,6,12,14,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1156336,3,4,4,0,2,3,0,6,17,18,2,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +2271345,169,8,4,0,0,0,12,43,101,162,27,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2262486,0,2,1,1,1,2,0,1,1,1,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +3139162,13,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1654962,0,12,0,8,12,18,3,6,10,14,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2119074,3,2,0,0,5,5,1,4,4,5,0,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1444358,7,4,0,1,1,1,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1607990,0,8,0,56,104,152,16,52,108,160,22,"No",0,0.23,0.43,0,"No","No","Yes","Yes","No","Yes" +1288608,2,2,0,4,8,12,0,4,8,11,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +2263473,13,8,0,15,45,45,2,12,41,55,3,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +1284900,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2262885,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2954578,23,8,2,56,56,56,3,14,36,53,8,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1793215,330,5,163,240,600,1080,46,294,695,1120,131,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1825946,1790,NA,0,0,0,0,70,120,217,267,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1141708,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1131450,48,12,0,479,679,959,73,291,508,691,75,"No",95,0.69,0.68,0,"No","No","No","Yes","No","No" +1152881,234,2,0,0,0,0,5,20,48,88,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2852034,22,30,0,30,45,60,2,11,31,46,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +3254327,206,8,35,300,300,600,71,208,372,542,95,"No",0,0.66,0.74,0,"No","No","No","Yes","No","No" +1493512,7,8,0,0,0,0,1,3,6,10,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1742454,1,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1243117,23,2,0,0,22,22,5,16,25,36,0,"No",0,0.73,0.82,0,"No","No","No","Yes","No","Yes" +3243218,32,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3267668,0,NA,0,350,633,828,0,0,0,0,20,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1144289,24,2,0,60,120,120,16,43,75,124,15,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1614565,0,4,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1615145,4,8,0,0,1,3,0,1,5,7,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1978057,5,13,0,0,0,2,0,3,3,5,4,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1625093,76,8,55,75,180,330,67,237,382,467,84,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2060154,1,8,0,9,9,9,0,0,4,6,1,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +3201485,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1561987,2,8,0,0,1,1,0,1,1,1,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","Yes" +1899439,220,2,0,400,400,400,0,2,4,6,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1256734,240,8,172,630,1260,1890,220,681,1254,1911,115,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3159434,48,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1939503,129,8,0,0,0,0,8,21,49,64,2,"No",0,0.7,0.84,0,"No","No","No","Yes","No","No" +3030618,18,9,0,30,60,90,6,27,53,73,16,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1384593,177,2,0,0,0,0,11,21,35,43,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3157340,5,4,2,0,0,0,0,0,0,5,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1917460,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1408464,7,8,0,37,37,37,4,11,24,36,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","Yes" +2091434,-2,8,0,16,20,28,11,19,26,26,0,"No",0,0.66,0.63,2,"No","No","Yes","Yes","No","Yes" +1297761,11,4,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.78,0,"Yes","No","Yes","Yes","No","No" +1542069,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1537399,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1526843,9,52,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.83,0,"Yes","No","Yes","No","No","No" +3110122,2,9,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3121928,15,8,0,0,0,0,1,1,2,3,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2164989,6,8,0,30,60,90,3,14,21,31,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +3115882,48,9,0,0,0,0,0,6,10,14,6,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3197309,2,12,0,0,0,1,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2900352,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1602507,214,8,136,544,952,1360,136,470,978,1881,122,"Yes",0,0.82,0.87,1,"No","No","No","Yes","No","No" +1595778,7,8,0,20,40,80,8,21,42,60,0,"No",0,0.98,0.79,0,"No","No","No","Yes","No","No" +3008733,25,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3146004,19,8,0,0,15,15,0,4,10,16,4,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1125967,64,8,14,159,264,299,41,98,219,340,35,"No",0,0.5,0.37,1,"No","No","No","Yes","No","No" +3177836,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1135045,7,3,0,5,7,7,0,0,1,1,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1351786,0,8,0,9,12,20,2,3,20,23,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2930945,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1824121,170,8,147,272,484,696,245,353,667,893,116,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2902914,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1324410,33,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2195259,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","No" +3223090,0,8,0,11,17,23,2,9,11,13,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1778869,-31,8,0,171,236,335,43,144,249,312,23,"No",23,0.98,0.98,32,"No","No","No","Yes","No","Yes" +2878300,1,8,0,30,50,75,7,20,31,39,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1462532,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3167671,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1257711,8,8,0,0,0,50,0,2,4,6,7,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1708710,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1797839,144,8,6,173,431,665,93,321,725,1152,73,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1281762,2,4,0,0,0,1,0,0,1,2,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1706196,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1496939,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +3035979,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2033371,43,4,0,0,0,0,1,4,8,11,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2247821,5,8,0,0,0,0,0,0,1,2,1,"No",0,0.74,0.82,0,"No","No","Yes","Yes","No","No" +3179211,173,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3227054,72,4,0,4,4,4,1,2,2,2,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1557093,0,8,0,10,20,20,1,5,11,13,1,"No",0,0.9,0.87,0,"No","No","No","Yes","No","Yes" +3084122,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3128819,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.85,0,"No","No","No","Yes","No","No" +1814486,0,2,0,8,16,24,1,3,13,20,0,"No",0,0.6,0.78,0,"No","No","No","Yes","No","Yes" +1475859,1471,8,257,988,1951,2914,379,1077,2078,3261,488,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1984749,11,8,2,7,15,29,1,8,27,48,12,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3115953,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2215186,9,8,0,0,0,0,0,0,0,3,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1966174,10,2,0,0,0,0,0,2,2,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1971540,2,8,2,0,3,5,0,1,4,6,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2258439,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2866467,95,8,17,0,0,31,0,7,54,73,13,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3023870,0,12,0,5,7,9,2,3,6,10,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +2313769,7,2,0,0,5,5,0,1,6,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1412004,3,2,3,7,11,11,1,1,1,1,1,"No",0,0.78,0.88,0,"Yes","No","No","Yes","No","No" +1279477,0,0,0,3,5,6,2,4,5,6,1,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +1164281,1,8,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1664282,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1408065,-287,NA,0,0,0,0,83,599,1457,2268,503,"No",0,-99,-99,0,"No","No","No","No","No","No" +3064539,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3075689,156,8,0,0,0,0,1,10,17,31,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1386483,0,2,0,36,72,108,10,25,59,83,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +3275926,247,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2874630,12,2,0,20,20,20,0,0,0,0,1,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1717785,0,2,2,14,21,28,12,17,22,34,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2860195,54,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2170006,402,8,0,0,0,0,26,83,151,233,56,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1776303,0,9,0,7,13,16,3,6,9,12,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1775788,13,2,0,10,20,25,3,8,14,19,1,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +1400235,157,8,48,0,18,63,77,121,268,440,58,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2166802,73,8,0,48,101,154,7,44,69,124,36,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1176153,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.16,0,"Yes","No","Yes","Yes","No","No" +3196460,104,NA,0,0,0,0,1,2,2,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1831960,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2297090,26,9,0,0,0,0,1,3,3,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2280471,3,12,0,6,11,15,3,10,25,38,0,"No",0,0.94,0.88,0,"No","No","No","Yes","No","Yes" +1824578,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2270833,9,8,0,0,0,0,0,1,8,9,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +2201497,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3174920,2,NA,0,0,0,0,4,20,42,69,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1572714,59,8,0,0,0,0,1,1,3,7,1,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1277454,53,4,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1783139,14,8,0,10,16,26,0,9,25,43,3,"Yes",1,1,0.87,0,"No","No","No","Yes","No","No" +1884975,98,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3051284,1115,8,977,3860,10940,16300,1213,4568,11596,17826,750,"No",0,0.85,0.83,0,"No","No","Yes","Yes","No","No" +2903509,27,8,85,120,372,540,53,167,405,649,31,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1735668,7,8,0,144,144,144,3,10,19,28,2,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +1727613,85,4,1,7,42,63,14,39,74,128,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2961283,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.87,0,"Yes","No","No","Yes","No","No" +2269450,0,8,0,13,25,31,3,10,14,20,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1135781,-4,8,0,96,96,144,12,42,71,90,0,"No",0,0.96,0.83,4,"No","No","No","Yes","No","Yes" +1151809,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.89,0,"Yes","No","No","Yes","No","No" +1530403,1060,8,0,0,0,0,4,24,56,70,0,"No",0,1,0.83,0,"No","No","No","Yes","No","No" +2028355,0,8,0,4,4,5,1,5,9,13,1,"No",1,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1531620,29,8,8,40,85,121,9,42,62,106,21,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +2194094,68,2,0,0,0,0,2,7,12,20,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1411319,30,12,0,0,0,0,1,1,4,6,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2967026,63,12,1,0,100,100,7,25,67,109,9,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1469189,5,2,0,0,0,2,0,1,5,6,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1555169,5,8,0,20,40,60,4,16,36,56,7,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2823934,5,2,0,16,32,40,6,18,32,44,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1439465,3,12,0,6,14,14,2,5,13,20,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1391202,92,10,26,72,72,96,11,43,95,152,19,"No",0,0.69,0.8,0,"No","No","No","Yes","No","No" +2939902,11,2,0,2,4,6,0,3,8,10,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1813913,472,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1463921,0,12,0,6,7,7,6,6,6,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1428168,0,2,2,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1706354,398,8,67,624,840,1128,67,246,505,712,76,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1833688,198,12,0,0,0,0,0,0,3,6,0,"No",0,0.57,0.69,0,"No","No","Yes","Yes","No","No" +1829232,6,2,0,40,40,40,1,3,7,7,0,"No",0,0.6,0.49,0,"Yes","No","Yes","Yes","No","No" +1663016,73,2,108,103,235,391,50,147,292,373,49,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1225701,207,8,169,635,1399,2041,189,540,1204,1982,139,"No",0,0.87,0.63,0,"No","No","No","Yes","No","No" +1388394,44,4,0,0,0,0,1,3,3,3,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3061533,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +1396391,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1159002,1,9,0,1,1,2,2,2,3,4,1,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +2016375,86,8,0,0,0,0,6,20,23,24,7,"No",0,0.57,0.74,0,"No","No","No","Yes","No","No" +3082619,0,8,0,21,31,42,3,9,20,30,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2178971,22,9,0,0,0,6,0,4,16,18,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2170137,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3145373,12,8,2,7,15,19,1,2,12,23,5,"No",0,0.83,0.7,0,"No","No","No","Yes","No","No" +1896626,-1,2,0,4,5,6,7,7,11,11,2,"No",0,0,0,1,"No","No","No","Yes","No","Yes" +2267577,151,0,0,0,0,400,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2043964,38,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1987366,11,2,0,0,2,3,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2196983,14,2,0,46,46,46,5,10,10,10,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1115707,10,8,14,11,11,11,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1508398,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1180892,4,2,3,0,0,0,0,0,0,0,1,"No",0,0.55,0.55,0,"Yes","No","No","Yes","No","No" +1710429,192,15,88,287,351,479,86,263,516,785,130,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3072338,0,2,19,30,30,30,0,0,0,0,2,"No",0,0.85,0.8,0,"Yes","No","Yes","Yes","No","No" +1843719,403,8,0,800,1400,1900,231,710,1239,1834,224,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1597387,15,2,0,17,30,45,8,16,29,38,0,"No",0,0.91,0.85,0,"Yes","No","No","Yes","No","No" +1587578,12,2,0,7,21,42,4,12,27,44,0,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1557311,46,8,12,24,42,60,20,43,81,128,19,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1795316,0,4,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1951962,56,2,0,0,0,0,7,12,70,88,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3274770,2,8,0,0,0,1,0,0,1,3,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1681578,8,12,0,38,76,116,13,33,70,93,2,"No",0,0.51,0.51,0,"No","No","No","Yes","No","Yes" +3094610,617,8,24,0,0,400,93,274,496,724,111,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1363039,161,8,72,132,247,408,54,183,319,539,79,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1757682,655,NA,0,0,0,0,0,4,6,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3133722,2,9,0,0,0,1,0,0,1,4,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1698193,1,2,0,1,2,3,1,2,2,2,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +3102037,38,9,12,28,64,100,8,36,79,119,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1259103,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.64,0,"No","No","No","Yes","No","No" +3133919,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2060753,0,2,0,4,28,28,0,0,0,0,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2311552,19,2,0,0,0,0,2,3,6,13,0,"No",0,0.36,0.44,0,"No","No","Yes","Yes","No","No" +1588041,2,0,0,11,24,34,6,14,30,40,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1667698,97,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1632600,18,8,0,0,20,20,2,4,19,24,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1186712,11,8,0,0,0,0,4,10,17,19,0,"No",0,-99,0,0,"Yes","No","No","No","No","No" +2052043,35,4,0,0,0,0,0,1,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1288332,1,NA,1,0,0,0,4,10,29,40,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1199088,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2818990,56,8,0,0,0,0,0,7,29,73,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1761439,2,2,0,2,3,3,1,2,2,2,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +2260001,1734,NA,257,0,0,0,1065,3516,6771,10160,1035,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1163114,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","Yes","Yes","No","No" +1522792,50,15,2,58,82,142,14,58,113,157,42,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1544240,150,8,6,38,72,106,20,61,108,175,27,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1380682,210,2,20,245,565,827,141,352,622,871,100,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1981075,23,8,0,200,300,360,38,99,181,289,41,"Yes",0,1,0.88,1,"No","No","No","Yes","No","Yes" +1745185,86,9,81,0,0,210,6,18,44,57,10,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" 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+1858496,57,8,0,63,111,143,7,43,95,162,23,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1125493,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3216593,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2250746,3,8,0,52,52,52,0,0,2,2,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1985821,40,4,2,0,0,0,6,11,27,47,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3241452,67,NA,0,0,0,0,9,9,9,9,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1414258,5532,8,0,0,0,0,344,1196,3316,4532,268,"No",0,0.63,0.78,0,"No","No","No","Yes","No","No" +3080189,48,8,13,89,173,248,38,97,137,236,27,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1971989,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.88,0,"No","No","No","Yes","No","No" +2960212,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.16,0,"No","No","No","Yes","No","No" +1902396,676,8,0,0,0,0,1,7,16,32,11,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +2189988,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1506781,93,8,0,41,41,45,7,26,80,95,0,"No",27,0.71,0.7,0,"No","No","No","Yes","No","No" +3267265,193,8,5,94,233,329,39,131,284,570,50,"No",16,0.4,0.41,0,"No","No","No","Yes","No","No" +1771361,93,2,0,0,0,0,0,11,13,20,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1474321,7,9,0,0,0,0,0,0,0,2,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1506510,0,8,0,0,0,0,0,10,18,37,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1611322,3334,8,0,0,0,0,0,8,8,9,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1762928,3,2,0,13,25,41,10,34,70,71,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1434267,-25,8,1728,3264,4248,6096,2448,4252,6430,10679,762,"No",0,0.98,0.94,324,"No","No","No","Yes","No","No" +1465330,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1822907,214,8,120,264,528,768,79,299,565,884,104,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2925545,85,2,31,100,300,400,85,204,324,433,47,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1339958,0,8,0,0,0,0,0,4,4,4,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2261772,164,2,74,314,568,838,97,286,556,775,100,"No",0,0.66,0.67,0,"No","No","Yes","Yes","No","No" +3205643,139,8,14,100,200,300,35,103,198,304,40,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +3210424,73,NA,0,0,0,0,1,8,14,26,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1624637,4550,NA,0,0,0,0,0,21,134,157,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3142099,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2259627,17,16,0,148,230,340,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1928656,4,4,0,2,5,5,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2115255,2,8,0,1,3,4,0,1,2,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2905971,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1882923,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1142569,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1564865,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1281116,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1133224,19,12,20,40,60,100,1,24,49,65,21,"No",0,0.82,0.79,0,"Yes","No","Yes","No","No","Yes" +1455937,8,2,0,0,0,0,1,4,6,7,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1662161,-5,8,0,16,16,19,3,12,16,17,0,"No",0,0.62,0.62,5,"No","No","No","Yes","No","Yes" +2159164,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","No" +2087373,50,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1961719,3,9,0,0,1,2,0,2,2,3,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1263688,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1915348,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +2023685,2,8,0,6,6,6,1,2,6,9,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +3035429,16,9,0,0,0,0,0,0,1,1,0,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +1449654,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1633928,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +1205676,-213,8,0,542,542,542,0,301,464,470,0,"No",0,1,0.97,13,"No","No","No","Yes","No","Yes" +1780918,73,8,2,60,100,120,18,45,73,138,49,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +2804826,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1624375,1250,12,0,550,550,550,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2886760,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1332945,-95,NA,0,0,0,0,204,637,690,690,157,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1180431,0,2,0,138,138,138,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1211875,0,8,0,12,21,32,0,0,0,0,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","Yes" +2999510,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1921475,29,12,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.94,0,"No","No","Yes","Yes","No","No" +1436691,698,8,15,0,0,0,43,134,291,456,68,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2056474,14,12,0,0,0,0,1,1,6,15,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2206105,59,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +2203281,2,2,0,0,0,0,2,2,2,2,0,"No",0,0.44,0.48,0,"No","No","No","Yes","No","Yes" +1919856,77,6,0,0,0,0,0,3,4,6,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1652889,10,52,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1348103,0,8,0,238,440,634,0,0,0,0,24,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +1600211,6,8,0,0,0,1,2,3,3,5,0,"No",0,0.86,0.85,0,"No","No","No","Yes","No","No" +1174932,7,8,0,0,0,1,0,1,3,3,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +3139621,158,8,47,144,324,504,67,210,447,664,147,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2124636,2,8,0,34,43,43,4,8,14,25,0,"No",5,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2106568,-1,8,4,18,21,24,9,16,22,28,6,"No",0,0.91,0.86,1,"No","No","No","Yes","No","No" +1345086,0,8,0,5,7,7,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +3273581,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2055640,100,8,0,192,320,448,72,170,335,510,19,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1697621,5661,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1408153,792,4,1000,500,1500,2500,315,1178,2256,3266,244,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1339716,25,4,0,0,0,0,0,0,5,5,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2217340,1,8,0,9,18,18,7,11,20,26,4,"No",0,0.83,0.83,0,"No","No","No","Yes","No","Yes" +2068300,7,2,0,0,1,1,2,4,13,13,0,"No",0,0.17,0.17,0,"No","No","No","Yes","No","No" +1619602,188,8,52,1236,2196,3372,380,1261,2105,2937,257,"No",132,0.31,0.18,0,"No","No","No","Yes","No","No" +2009153,1,8,0,30,30,30,8,15,23,29,6,"No",0,1,0.41,0,"No","No","Yes","Yes","No","Yes" +1235638,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.78,0,"No","No","No","Yes","No","No" +3259695,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2916809,27,8,0,0,0,0,1,2,7,9,1,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +2121175,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1437623,113,NA,0,0,0,0,0,3,6,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1477440,23,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1124666,261,NA,0,0,78,201,0,0,0,860,439,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2809705,32,8,0,0,0,0,1,2,5,7,0,"No",0,0.25,0.31,0,"No","No","No","Yes","No","No" +2034612,3,4,5,0,0,0,2,2,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1406572,73,8,3,40,90,150,17,73,138,217,63,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +1827697,2,4,2,1,2,4,2,3,5,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1573115,-63,8,0,120,120,120,2,110,121,133,46,"No",0,0.61,0.71,0,"No","No","No","Yes","No","Yes" +3116305,20,8,0,0,0,6,1,4,10,17,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3047258,6,8,0,0,0,3,0,0,3,5,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1815656,93,8,0,0,0,0,1,3,4,7,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +3134808,2390,8,0,0,0,0,20,20,30,80,2,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1518615,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","No" +1605769,44,2,50,108,234,351,30,100,222,328,43,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2918801,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" 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+1505024,3,2,0,0,2,3,1,1,1,1,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","No" +3252504,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.2,0.5,0,"Yes","No","No","Yes","No","No" +3119990,10,8,0,0,0,0,0,4,13,21,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3188845,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1314224,38,8,0,0,0,0,1,5,12,14,2,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1643728,0,8,0,8,13,15,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2888921,153,12,11,264,264,264,20,61,105,171,25,"No",0,0.92,0.9,0,"Yes","No","Yes","No","No","No" +1417937,321,8,13,0,0,0,13,49,102,160,14,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1203964,8,8,52,623,1031,1542,137,475,846,1113,94,"No",2,0.79,0.66,7,"No","No","No","Yes","No","Yes" +1359870,0,4,0,6,6,6,0,1,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2038486,1,2,0,4,7,9,2,3,7,8,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1350281,76,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1828479,7,2,2,0,0,4,0,1,10,18,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1786326,169,14,0,0,0,100,24,76,182,303,107,"No",0,0.56,0.47,0,"No","No","No","Yes","No","No" +3033705,594,4,0,0,0,0,0,5,16,35,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1487897,9,10,0,0,0,0,0,1,5,7,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1292377,1,2,0,3,6,9,1,2,6,6,0,"No",0,0.7,0.74,0,"No","No","Yes","Yes","No","No" +2884144,13,8,0,0,0,16,2,4,23,29,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2945060,67,2,0,0,0,0,10,13,15,15,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3201337,0,12,0,17,21,25,2,2,8,11,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","Yes" +1492945,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.85,0,"No","No","No","Yes","No","No" +1397729,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1632176,216,12,13,0,100,100,28,111,227,361,32,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1898696,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1232743,0,12,0,8,14,16,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +1460655,92,8,0,0,0,0,0,0,1,1,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1821267,1,2,4,22,42,70,5,15,24,31,4,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +2282055,181,8,31,111,271,489,48,200,478,662,59,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1563216,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +2107695,1320,8,1141,852,2037,2820,369,1207,2496,4067,360,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +1359151,35,8,12,0,12,24,4,17,24,42,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3000543,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1612824,1103,8,10,0,0,104,628,1557,2716,4110,401,"No",0,-99,0.44,0,"No","No","No","No","No","No" +1893992,3,8,0,0,2,3,0,1,2,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3065365,30,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2229383,0,2,0,11,11,11,2,2,2,2,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","Yes" +1531089,120,2,20,160,310,400,48,141,274,471,46,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +3260607,224,8,0,0,0,0,13,31,49,125,5,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +1569528,1,12,0,6,9,12,2,4,7,9,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +2021393,27,8,0,19,76,95,5,16,78,117,36,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2283382,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1749174,72,52,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1293596,0,NA,0,177,249,315,15,55,178,583,0,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1612171,0,8,0,10,10,10,1,3,5,10,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3138524,7,12,0,2,2,2,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1195332,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1180149,3,0,0,0,0,0,3,3,3,3,1,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +2190339,184,8,4,80,160,240,27,113,209,308,40,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1249850,72,9,23,8,36,36,6,12,46,66,18,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2287688,52,NA,0,0,0,0,1,1,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2953595,612,8,258,881,1837,2921,333,1101,2124,3178,214,"No",0,1,0.88,0,"No","No","Yes","Yes","No","No" +2087744,1,12,0,0,0,0,1,1,1,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","Yes" +2105395,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1601196,185,8,0,0,0,0,0,0,9,9,1,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +1524610,234,NA,0,0,0,0,0,0,0,2,2,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1870468,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","Yes","Yes","No","No" +1840285,3,12,0,0,0,0,0,0,0,0,2,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2879642,81,8,0,0,80,80,5,23,68,110,15,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1114895,157,4,19,125,212,275,27,87,178,266,38,"No",0,0.08,0.19,0,"No","No","No","Yes","No","No" +1307621,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","Yes" +2104669,37,8,0,0,0,1,3,8,33,40,1,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +1265555,134,NA,0,0,0,0,0,1,2,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1371412,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3036036,1,12,0,185,185,185,1,6,9,10,1,"No",0,0.27,0.26,0,"Yes","No","No","No","No","Yes" +3107114,0,12,0,2,3,4,1,2,4,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2298812,0,2,0,46,100,118,0,0,0,0,0,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +2220313,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1498690,6,8,0,7,15,23,3,8,14,20,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2140233,129,12,3,564,1060,1576,150,561,1080,1529,11,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +2294889,15,8,50,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1934379,3,2,0,36,72,108,6,42,57,70,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1524394,19,2,0,0,0,0,3,3,3,3,0,"No",0,0.82,0.77,0,"Yes","No","No","Yes","No","No" +1584996,0,2,0,32,70,103,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1245157,0,4,0,1519,1791,1791,0,0,0,0,82,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +3052025,33,16,0,0,34,34,6,16,29,47,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1756757,0,8,0,840,1200,1200,0,0,0,0,60,"No",840,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +1623183,30,8,0,101,165,229,31,80,153,226,26,"No",11,0.87,0.9,0,"No","No","No","Yes","No","Yes" +1636927,2,8,0,7,15,19,3,6,10,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2227992,0,NA,0,0,5,5,0,1,2,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1826703,405,8,2,0,0,0,11,27,80,124,26,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1461517,504,3,0,0,0,0,2,3,6,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1368988,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2048205,0,9,0,19,24,29,7,12,16,23,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1759024,73,8,1,0,0,0,2,8,29,40,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1156508,5,9,0,10,18,28,3,10,17,26,1,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +3212414,25,8,0,0,0,0,0,2,6,11,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1559037,8,8,0,0,3,3,0,6,11,18,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3048789,5,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2050595,2,8,0,0,0,0,0,1,2,5,2,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2936678,6,8,0,0,1,5,2,6,13,18,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1446989,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +2967897,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2021121,16,8,15,55,75,105,6,26,41,57,18,"No",0,0.5,0.6,0,"No","No","No","Yes","No","No" +2010793,-3,8,0,300,300,300,2,2,22,35,4,"No",0,0,0,3,"No","No","No","Yes","No","Yes" +1182491,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1724787,3,8,0,0,0,0,0,2,2,4,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2958326,213,8,0,0,0,0,0,3,10,21,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1791240,139,2,0,0,0,0,0,1,126,222,26,"No",0,1,1,0,"No","No","No","Yes","No","No" +2185086,1019,52,1,0,0,0,5,30,68,109,40,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1985932,72,8,0,0,0,0,2,2,8,15,6,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1373820,0,8,0,18,18,18,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","No","No","Yes" +2159881,3210,2,0,1800,3600,5400,454,1789,3646,5555,637,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +3210911,4,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3242529,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2833666,640,8,126,250,514,778,255,487,739,1110,143,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3155934,12,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1337155,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.8,0,"No","No","No","Yes","No","No" +1364257,0,8,0,3,4,5,6,8,10,15,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +3074737,11,52,0,0,0,0,5,6,10,14,0,"No",0,0.66,0.66,0,"Yes","No","No","Yes","No","No" +2900345,0,10,25,3,3,3,3,4,11,16,2,"No",3,0.77,0.84,0,"No","No","Yes","Yes","No","No" +1485199,569,NA,0,0,0,0,0,1,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1474534,11,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1510309,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1293902,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3254724,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2215132,33,15,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3268554,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1246368,17,8,0,0,0,0,0,1,1,2,1,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1229485,24,2,0,30,60,90,10,20,39,56,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1779152,35,52,0,0,0,0,5,6,11,20,5,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1965629,0,0,0,14,21,29,3,7,14,30,0,"No",0,0.93,0.86,0,"No","No","Yes","No","No","Yes" +1677249,61,8,3,0,0,0,1,6,25,31,10,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1948994,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +3273597,148,52,0,0,0,0,0,1,4,12,0,"No",0,1,1,0,"No","No","No","No","No","No" +1182544,60,8,0,0,0,0,3,10,16,19,6,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1400801,-222,8,1292,10380,18180,26184,2855,7759,12499,17087,2077,"No",880,0.09,0.09,232,"No","No","Yes","Yes","No","Yes" +3081289,2,8,0,0,1,2,0,1,2,3,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1763643,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1407848,1,8,0,40,70,90,19,42,61,95,18,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +2038085,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +2233138,0,2,0,12,21,24,0,0,0,0,0,"No",0,0.85,0.84,0,"Yes","No","Yes","Yes","No","No" +1905822,24,2,0,0,7,14,2,9,18,21,1,"No",0,0.87,0.81,0,"Yes","No","Yes","Yes","No","No" +2167245,9,4,0,0,14,14,2,5,8,12,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1298859,0,2,0,138,216,252,2,6,6,6,26,"No",0,0.86,0.85,0,"No","No","Yes","Yes","No","Yes" +1638906,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2107601,750,8,0,603,603,603,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3102097,17,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1306199,4,8,0,0,2,2,0,0,2,6,2,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2141221,1,8,0,12,18,18,5,8,10,18,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1616576,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1700645,7497,8,0,12000,20000,28000,4,11,20,34,1414,"No",0,1,1,0,"No","No","No","Yes","No","No" +1503975,6,0,0,14,28,42,0,2,10,28,3,"No",0,0,0,0,"No","No","No","No","No","Yes" +1337420,0,8,0,16,25,31,5,9,19,31,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1568235,2608,4,0,0,0,0,234,648,1315,2199,210,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1533723,0,2,0,14,14,21,0,0,0,0,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +2974941,0,8,0,4,6,8,2,5,5,5,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1423800,0,2,0,600,600,600,3,4,6,9,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2287020,11,8,6,74,114,154,19,59,103,145,0,"No",14,0.6,0.64,0,"No","No","No","Yes","No","Yes" +3276941,70,8,111,379,859,1339,0,0,0,0,0,"No",94,0.96,0.96,0,"No","No","No","Yes","No","No" +1669924,90,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1755370,2,2,0,60,80,80,21,22,40,40,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +1753473,247,2,215,1218,2436,4060,285,763,1145,1328,351,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","No" +1483814,46,12,4,48,96,144,17,48,82,137,15,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1554896,1110,8,60,1000,1000,2000,220,710,1160,1760,258,"No",0,0.64,0.77,0,"No","No","No","Yes","No","No" +1865520,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2010900,110,12,0,0,0,0,10,20,40,51,32,"No",0,0.66,0.78,0,"Yes","No","No","Yes","No","No" +3151573,-4,8,0,9,9,9,1,2,2,18,2,"No",0,0.59,0.79,4,"No","No","Yes","Yes","No","No" +1353884,0,NA,0,4,6,9,0,1,7,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2886177,8,9,0,0,0,0,0,0,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3147331,19,8,18,18,42,66,7,24,48,69,9,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3077817,98,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2955235,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3184524,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3196147,402,NA,0,0,179,321,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1975018,0,8,0,0,0,100,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1238086,1,2,0,3,3,3,2,3,4,5,1,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +1623437,39,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3143694,34,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1758674,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +2830369,4,2,0,15,30,45,7,29,50,68,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1450128,0,NA,0,3,3,3,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","Yes" +1838559,538,4,0,3510,6318,9828,1511,4234,8429,11011,637,"No",270,0.7,0.64,0,"No","No","No","No","No","No" +3261332,2,9,0,2,4,5,1,2,4,6,0,"No",0,0.34,0.34,0,"No","No","No","Yes","No","No" +1195120,0,8,0,0,0,0,1,3,4,6,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1922386,605,8,132,1638,3087,4599,408,1607,3455,5218,379,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1970512,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2859427,1,12,1,1,1,2,0,0,3,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1497224,21,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1275531,191,8,106,708,1332,2124,307,976,1724,2261,252,"No",60,0.32,0.15,0,"No","No","No","Yes","No","No" +2169727,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2137817,11,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1920802,0,2,0,1,1,1,2,2,3,3,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","Yes" +1377966,1,8,0,200,200,300,12,57,134,236,20,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2044304,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1375810,1,6,0,2,2,2,2,5,11,35,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1568373,4071,12,0,0,0,0,0,20,271,521,1,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1870449,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.58,0,"No","No","Yes","Yes","No","No" +1328427,13,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +1891406,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3037795,7,8,0,40,40,40,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2306144,9,8,0,0,0,0,0,4,9,11,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1163728,11,52,0,0,0,0,1,1,2,3,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1948227,1127,12,0,0,0,0,0,0,0,26,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1235265,16,4,0,0,0,4,1,8,18,22,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2985160,28,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2090972,205,12,73,760,1360,1940,202,603,1121,1558,181,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1513705,3,8,0,36,55,74,10,29,49,67,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1504779,23,8,1,0,0,18,5,20,33,43,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2188275,3,8,0,0,0,1,2,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2880411,82,8,0,0,0,0,7,15,27,34,2,"No",0,0.74,0.81,0,"Yes","No","No","Yes","No","No" +1446658,978,8,0,0,0,0,0,25,25,25,3,"No",0,0.99,0.9,0,"No","No","Yes","Yes","No","No" +1986617,1,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1616636,27,9,0,0,0,0,1,1,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1516941,0,8,0,2,3,3,4,55,83,98,0,"No",0,-99,1,0,"No","No","Yes","Yes","No","No" +1191704,3,2,0,0,0,0,0,0,1,1,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +1685860,0,8,0,513,776,776,0,0,0,0,75,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1631288,41,8,12,36,66,108,9,47,96,142,21,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1560375,15,9,0,0,0,0,0,1,1,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1442573,66,8,1,48,96,96,17,54,113,170,19,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1137010,604,2,72,1414,2520,3584,967,2069,4050,6320,232,"No",0,0.55,0.55,0,"No","No","No","Yes","No","No" +1605651,114,2,0,40,120,200,6,39,81,198,0,"No",0,1,0.85,0,"No","No","No","Yes","No","Yes" +1711107,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1119409,1,8,0,3,4,4,1,3,4,8,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1571058,13,8,0,0,0,0,0,0,4,5,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1890334,2,8,0,47,47,47,0,0,1,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1898303,51,2,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2164208,2,2,0,0,0,0,0,0,2,3,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1251457,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.82,0.68,0,"No","No","Yes","Yes","No","No" +1681317,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","No","Yes","No" +2226439,134,8,11,256,256,256,14,55,147,216,73,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1211198,9,8,0,22,22,34,2,8,14,27,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1401026,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3178258,1,8,0,3,5,8,1,4,6,8,2,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1386948,75,2,0,54,162,162,0,3,4,4,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1642250,0,2,0,5,25,25,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1966184,1,8,0,25,25,25,2,6,8,8,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1163139,0,2,0,6,12,15,4,6,12,17,3,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1680608,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2218412,3,2,0,10,10,10,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2832417,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1721086,59,8,0,0,0,0,1,3,3,5,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1880566,1965,16,24,0,0,0,169,290,303,319,251,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2211857,4,2,0,9,18,27,2,10,16,29,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1150537,0,2,0,7,7,7,0,0,0,0,1,"No",0,0.37,0.42,0,"Yes","No","Yes","Yes","No","No" +3210454,3,12,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2211048,128,2,5,102,204,306,32,99,176,307,50,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1982195,4,8,0,583,1048,1544,134,476,490,512,25,"No",0,0.32,0.66,5,"Yes","No","No","No","No","Yes" +1800047,56,2,0,0,0,0,0,1,3,4,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1244423,82,8,0,0,33,63,15,44,113,189,26,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1536596,19,9,0,0,6,18,1,9,11,12,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1476936,1474,8,1030,6230,10230,12230,669,2290,5354,11189,733,"No",30,0.77,0.82,0,"No","No","No","Yes","No","No" +1133951,4,9,2,6,8,12,5,6,13,19,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1614657,25,8,0,225,225,225,2,4,9,14,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1883633,38,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1137707,3,9,0,8,13,15,5,9,10,13,5,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2808263,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1934827,103,8,0,74,167,251,28,91,206,295,36,"No",0,0.74,0.57,0,"No","No","Yes","Yes","No","No" +2811543,167,8,0,0,0,44,17,49,116,167,23,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2309599,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1693809,0,NA,0,0,0,0,0,0,0,0,244,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2224687,1,2,0,1,2,3,1,2,2,2,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +1469153,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1711241,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1446113,37,8,0,8,40,64,8,26,57,76,7,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1629880,8,8,0,0,0,5,0,1,7,8,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3125330,7,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2836631,16,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3161648,60,12,0,0,0,0,0,1,4,10,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +3221639,3,8,0,0,0,1,0,0,1,2,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3120734,56,NA,0,0,0,0,0,1,3,5,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1384033,603,4,281,533,1065,1472,178,568,1100,1686,103,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1878155,1,12,0,0,0,0,0,8,21,31,0,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","No" +1396144,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3192066,15,5,0,0,0,1,0,5,7,7,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1166796,42,8,17,13,13,13,1,9,24,40,10,"No",0,0.91,0.75,0,"No","No","No","Yes","No","No" +1521628,6,2,0,0,0,0,0,0,2,3,0,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +1216155,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1174068,16,2,0,0,0,0,4,8,36,43,3,"No",0,0.97,0.99,0,"No","No","No","Yes","No","Yes" +3151771,283,8,9,0,240,240,19,84,226,392,31,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3125508,1332,8,454,2050,4050,6050,641,2027,3784,5506,928,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1233619,25,8,0,0,0,0,1,3,6,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1432805,38,8,16,42,72,102,15,46,76,135,17,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1250587,1,8,0,28,56,56,5,14,31,47,0,"No",0,0.94,0.88,0,"No","No","No","Yes","No","Yes" +1585120,3,8,0,2,4,7,2,4,6,9,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1875744,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3217701,511,12,0,300,500,550,11,77,330,662,31,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1367657,2,3,0,6,10,18,2,7,16,20,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1255115,13,8,0,0,0,0,2,2,21,29,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2006331,15,8,0,0,20,20,4,14,26,41,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1941237,2,9,0,0,0,0,0,0,4,5,0,"No",0,0.81,0.9,0,"Yes","No","Yes","Yes","No","No" +1387808,47,0,0,0,0,0,1,7,17,33,22,"No",0,0,0,0,"No","No","No","No","No","No" +1324459,1059,12,0,0,0,0,1,30,69,135,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3123785,35,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.79,0,"No","No","No","Yes","No","No" +3222835,47,8,0,0,0,0,5,16,32,39,38,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2307405,54,8,0,0,0,0,0,0,0,1,1,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +2273901,70,2,0,0,0,0,0,0,26,26,2,"No",0,0.53,0.46,0,"Yes","No","No","Yes","No","No" +1151378,73,4,18,94,192,297,33,112,251,307,25,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1834797,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2063951,6,8,0,1,6,11,1,6,8,12,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1517048,12,8,0,0,0,0,11,17,40,48,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2178569,11,8,0,0,6,15,4,11,27,36,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3123788,68,12,0,0,0,0,0,0,5,12,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3226786,13,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1462936,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2058596,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1820286,10,8,0,0,0,12,0,3,10,17,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1522301,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1237686,321,8,22,360,504,648,98,260,552,1002,107,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1184659,9,8,1,175,296,411,34,130,228,350,58,"No",13,0.37,0.42,3,"No","No","No","Yes","No","Yes" +2921774,141,2,0,0,0,0,1,5,7,7,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2873846,53,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3006067,2,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +3205191,9,8,0,0,0,0,0,2,5,10,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1193637,12,2,4,30,54,90,5,25,43,64,4,"No",0,0.6,0.6,0,"No","No","No","Yes","No","No" +1745144,301,8,0,0,0,0,20,115,259,358,33,"No",0,0.69,0.56,0,"No","No","No","Yes","No","No" +1685401,10,9,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","No" +3166586,100,2,0,0,0,6,20,49,89,102,21,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1440872,7,2,21,40,100,160,13,32,75,120,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1998349,8,2,0,0,0,0,0,0,2,2,1,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1553085,11,8,0,4,14,22,0,6,18,23,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1970859,1,3,0,1,1,2,2,2,3,4,0,"No",0,0.99,0.92,0,"Yes","No","No","Yes","No","Yes" +2232999,2,52,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2200373,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2881979,14,2,0,0,0,0,0,1,2,4,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2849089,129,2,26,84,210,348,44,122,272,396,46,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1595747,0,12,0,4,7,9,2,3,5,7,3,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1457242,167,12,38,174,372,600,97,304,546,771,69,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1677975,0,4,0,2,4,5,2,2,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2990329,12,9,0,0,0,0,1,1,1,1,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1828574,5,8,0,6,18,24,4,7,18,30,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +2148553,79,8,6,104,154,204,18,61,136,197,20,"Yes",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2279183,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +2025829,180,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2854514,595,2,0,0,0,0,5,16,31,40,2,"No",0,0.22,0.13,0,"No","No","No","Yes","No","No" +3028274,-6,8,4,456,728,1060,93,307,622,898,35,"No",56,0.66,0.67,6,"No","No","No","Yes","No","Yes" +3064279,3,8,0,0,0,1,1,1,3,5,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3099282,71,52,0,0,0,0,1,1,2,4,1,"No",0,0.97,0.97,0,"Yes","No","No","No","No","No" +1326091,85,12,27,250,250,500,41,123,246,364,56,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +3188827,6,8,4,12,21,30,6,11,19,29,7,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1458243,0,2,0,2,2,7,0,0,0,0,0,"No",2,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +3094455,92,NA,0,0,0,0,0,1,1,1,845,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2937847,46,8,0,0,0,0,1,2,2,2,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +2853916,63,2,0,0,0,0,10,13,19,21,0,"No",0,1,0.5,0,"Yes","No","No","Yes","No","No" +1520825,0,8,0,3,4,5,0,1,3,4,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1214334,-2,8,0,38,56,80,8,22,36,42,7,"No",0,0.74,0.76,2,"No","No","No","Yes","No","Yes" +1665523,340,4,0,200,400,400,53,161,268,506,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1647536,11,2,0,5,6,6,0,1,1,1,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2104436,23,8,0,20,40,40,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2902068,46,4,0,0,0,0,0,2,2,2,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3021317,-47,8,0,175,223,271,35,79,181,256,23,"No",0,0.08,0.08,82,"Yes","No","No","Yes","No","No" +2018625,181,8,0,0,0,0,5,19,50,65,18,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +1831250,0,8,0,7,9,13,3,5,6,8,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1153283,3,2,0,8,16,24,1,4,8,15,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +2122242,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +2809390,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","No","No","No" +1814183,2,2,0,0,0,0,0,2,2,2,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2213128,1322,8,4,0,0,0,16,56,93,143,41,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1158619,2172,4,688,3000,5000,8000,680,2773,5342,8419,1141,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +3014098,0,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","No" +1723440,3,8,0,2,3,4,1,1,4,5,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1161609,1115,8,12,0,0,0,130,347,605,1087,46,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1573868,93,8,127,298,514,730,120,317,532,717,93,"No",0,0.78,0.71,2,"No","No","No","Yes","No","No" +1794502,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2916982,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2076519,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1182180,79,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1573871,101,16,8,30,90,120,13,43,99,166,21,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1791363,7,8,0,8,8,13,0,4,12,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1604820,2,2,0,1,1,1,3,6,9,9,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +3256032,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3136246,0,2,0,6,9,12,7,15,20,24,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +3133927,93,2,34,215,355,495,82,256,401,561,59,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1449719,54,2,16,42,99,147,12,54,102,172,24,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +3140352,6,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1986187,8,12,0,0,0,2,2,4,4,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1723649,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.6,0,"Yes","No","No","Yes","No","No" +1819869,0,2,0,31,31,31,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1267215,39,12,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2281553,65,2,0,0,0,0,0,0,0,3,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3088618,30,12,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +3231275,68,2,1,0,6,18,7,15,33,59,11,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1290644,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1179652,547,8,21,0,0,0,38,104,196,327,50,"No",0,0.69,0.59,0,"No","No","No","Yes","No","No" +2010406,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2850540,3,12,0,68,131,167,10,34,72,110,24,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3148013,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1761891,-38,NA,1,0,0,0,34,111,233,344,30,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1712759,-11,12,0,33,36,40,0,5,15,22,9,"No",0,0.22,0.26,11,"No","No","No","Yes","No","Yes" +1251073,235,12,0,50,70,155,65,173,443,692,47,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +3016642,7,12,0,0,0,0,0,0,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1731054,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1899468,7,12,0,30,47,64,4,23,30,48,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3097627,113,8,0,0,50,50,9,32,103,177,23,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2993021,7,8,0,0,4,8,1,4,8,11,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1530915,0,8,0,300,534,775,0,0,0,0,15,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +1745105,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1867099,11,12,5,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2233152,0,2,0,0,0,0,1,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3004990,39,4,0,0,0,0,0,23,30,42,2,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1541180,0,2,0,130,130,130,0,0,1,1,0,"No",0,0.99,0.86,0,"Yes","No","No","No","No","Yes" +2978355,11,8,0,0,0,0,1,5,19,28,0,"No",0,0.65,0.72,0,"No","No","No","Yes","No","Yes" +2204493,1,8,15,45,90,150,17,49,80,103,5,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1311763,4,8,0,4,9,9,5,9,16,21,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3130337,39,12,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2954597,41,4,0,48,96,160,18,60,108,160,10,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1355167,0,2,0,72,108,108,0,0,0,0,4,"No",0,0.67,0.55,0,"Yes","No","No","No","No","Yes" +2183235,2,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1284294,445,NA,0,0,0,0,1,6,36,64,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2934243,1,12,0,0,0,0,0,6,9,10,3,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +3055754,16,2,0,126,252,378,27,85,106,111,0,"No",0,0.15,0.18,0,"Yes","No","No","Yes","No","No" +1841987,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.55,0.5,0,"Yes","No","No","Yes","No","No" +1291183,19,4,0,0,0,0,0,0,3,3,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3183760,4,NA,0,0,0,0,0,0,3,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1429636,12,4,0,0,0,0,5,5,5,5,1,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2246431,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1899890,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2913546,2,8,0,0,1,2,0,0,1,3,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1493434,143,8,102,30,30,105,32,92,165,239,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1515130,25,4,35,55,103,127,16,44,89,132,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2210305,46,8,6,30,60,90,13,40,65,103,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2184730,32,2,0,0,0,13,1,13,32,54,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2931850,14,52,0,0,0,0,0,1,1,2,2,"No",0,0.27,0.17,0,"Yes","No","No","Yes","No","No" +1641308,2784,8,0,0,0,0,0,0,28,28,2,"No",0,0.9,0.77,0,"No","No","No","Yes","No","No" +1718888,17,8,0,0,0,0,0,0,0,1,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1665483,1,9,0,3,7,8,4,6,13,15,5,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1333516,99,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1619547,3,2,0,0,1,2,0,0,3,5,1,"No",0,0.91,0.86,0,"No","No","Yes","Yes","No","Yes" +2134629,93,8,0,0,0,0,0,2,4,7,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3159144,1147,12,0,0,0,0,8,54,103,103,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2991427,220,8,1928,255,255,255,94,324,701,1169,59,"No",0,0,0,0,"No","No","No","Yes","No","No" +3014099,132,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.44,0,"No","No","No","Yes","No","No" +1354355,19,8,2,455,722,1028,78,286,655,963,68,"No",24,0.73,0.68,6,"No","No","No","Yes","No","Yes" +3274574,14,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1711738,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1147910,3,8,0,0,0,0,3,7,13,26,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1899051,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.83,0,"No","No","No","Yes","No","Yes" +2952194,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1444323,21,8,0,0,0,0,0,4,4,5,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","No" +1701186,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1623764,8,8,0,0,0,0,1,1,1,1,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2907771,3,2,0,1,1,1,0,1,2,2,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1742753,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1177813,101,2,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3124767,4,9,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1667359,89,9,0,25,79,124,18,48,102,149,11,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1565422,8,2,20,60,120,180,16,52,112,155,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1416042,2,9,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1259176,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1817582,27,2,3,0,0,0,6,28,29,31,0,"No",0,0.75,0.83,0,"Yes","No","No","Yes","No","No" +2285525,52,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2279433,15,12,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1393278,70,8,0,0,0,0,4,9,10,22,3,"No",0,0.6,0.55,0,"Yes","No","Yes","Yes","No","No" +1247347,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2214649,190,4,0,0,0,0,4,15,115,149,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1362966,6,4,0,52,78,130,19,39,87,133,10,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +3033731,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1473030,32,8,1,33,75,114,12,39,91,124,21,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1844013,3,16,0,0,0,0,0,0,0,0,2,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2066983,376,9,0,0,0,0,2,7,15,23,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3269665,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1288694,1,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3090578,12,2,0,0,0,0,0,0,6,6,0,"No",0,0.46,0.65,0,"No","No","No","Yes","No","No" +1634478,57,2,0,0,0,0,0,2,2,3,0,"No",0,0.75,0.88,0,"No","No","No","Yes","No","No" +1953110,36,8,0,0,0,0,0,3,6,7,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1415841,14,NA,0,0,0,0,0,1,4,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2170292,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1141080,68,52,0,0,0,0,0,0,3,3,1,"No",0,0,0.45,0,"Yes","No","Yes","No","No","No" +3041496,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1225195,7,8,0,0,20,20,2,6,7,8,5,"No",0,1,0.5,0,"No","No","No","Yes","No","No" +1358619,35,8,0,0,0,0,0,0,0,0,2,"No",0,0.65,0.73,0,"No","No","No","Yes","No","No" +1896365,1,12,0,6,7,10,0,3,4,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1372363,0,16,0,42,62,82,10,23,41,57,4,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +3184687,281,8,140,1215,2463,3615,365,1123,2062,2967,121,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1484498,0,2,0,10,10,10,3,3,4,7,2,"No",0,1,0.87,0,"No","No","No","Yes","No","Yes" +2052363,14,12,1,5,13,21,4,11,25,39,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2835258,0,2,0,6,9,9,0,0,0,0,1,"No",0,0.76,0.71,0,"Yes","No","Yes","Yes","No","No" +1656644,9,2,0,0,0,0,0,0,0,0,213,"No",0,0.96,0.93,0,"No","No","Yes","Yes","No","Yes" +1289979,19,8,14,14,35,49,0,12,21,49,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +2024602,1,2,0,2,5,7,5,9,13,20,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1746463,7,2,0,28,28,28,8,10,10,10,2,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +2293186,0,8,0,6,9,12,1,4,6,7,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +1824194,397,9,11,0,0,0,36,89,147,219,47,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1563266,-3,8,4,256,372,472,43,146,300,459,52,"No",16,0.44,0.64,5,"No","No","No","Yes","No","Yes" +2004550,22,8,0,819,819,819,2,12,29,44,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2993656,56,2,27,55,132,198,19,82,140,197,25,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1301385,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2071518,0,NA,0,0,0,0,0,0,0,0,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2850904,53,4,23,0,0,15,6,20,40,53,6,"No",0,0.91,0.84,0,"No","No","No","Yes","No","No" +2298793,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2160225,57,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1557258,19,8,0,428,644,914,68,373,521,747,49,"No",70,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1937481,81,8,0,0,0,0,2,6,12,17,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1700152,43,8,0,35,41,47,8,15,28,48,4,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +2175653,10,8,0,0,0,0,2,3,5,5,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1207865,4223,8,4,0,0,0,13,78,135,204,30,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3101891,4,4,2,2,6,8,2,3,9,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1432752,4,13,0,10,10,10,1,3,11,17,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1718738,107,8,31,69,101,101,20,68,130,197,32,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1272548,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +3221266,7,8,0,0,0,0,1,3,5,10,1,"No",0,0.2,0.65,0,"No","No","No","Yes","No","No" +1614193,156,2,0,0,108,108,11,30,55,61,10,"No",0,0.56,0.47,0,"Yes","No","No","Yes","No","No" +1873908,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.85,0,"Yes","No","Yes","Yes","No","No" +1546369,13,2,0,0,0,0,3,7,15,19,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","Yes" +1525004,60,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1915961,0,8,0,15,25,25,0,2,11,17,2,"No",1,0.37,0.38,0,"No","No","No","Yes","No","Yes" +2257818,4,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1421453,6,8,0,0,0,0,2,3,4,6,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1565942,0,4,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1404858,105,8,15,50,115,180,37,166,191,231,32,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +1322432,7,2,0,22,49,67,7,20,33,59,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1230776,0,8,3,4,7,10,1,7,9,11,0,"No",1,0.81,0.83,0,"No","No","No","Yes","No","Yes" +1647618,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1233876,1,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1855557,0,2,0,12,27,27,0,0,0,0,1,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","Yes" +1967393,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1345148,3,8,0,15,31,31,1,7,17,31,8,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1928617,90,8,1,10,50,100,14,47,1629,1689,35,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2237014,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.6,0,"Yes","No","Yes","Yes","No","No" +2079289,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3011730,615,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.63,0,"No","No","No","Yes","No","No" +1561708,15,3,0,0,0,0,0,0,1,1,0,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +2808495,111,NA,2,0,0,0,43,182,366,538,80,"No",0,-99,-99,0,"No","No","No","No","No","No" +1915718,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1253457,10,4,0,31,36,42,22,27,32,33,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1319826,14,2,0,0,5,11,0,0,12,13,2,"No",0,0.66,0.32,0,"Yes","No","No","Yes","No","No" +1414118,1,8,0,0,1,1,1,1,3,3,1,"No",0,0,0.01,0,"No","No","Yes","Yes","No","No" +2013694,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","No","Yes","No","No" +2932331,479,8,0,0,0,0,0,1,4,7,2,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1483645,27,8,0,0,0,0,0,5,8,15,12,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2150229,16,9,0,9,18,36,1,12,14,19,2,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2061878,3,12,0,0,0,0,0,0,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1644917,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1176233,26,2,0,0,0,0,0,1,1,1,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2948397,0,2,0,16,16,16,0,0,0,0,1,"No",5,0,0,0,"Yes","No","Yes","Yes","No","No" +2176647,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2105322,0,14,0,20,20,20,0,4,7,9,0,"No",20,0.46,0.38,0,"No","No","No","Yes","No","Yes" +2090270,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2098135,87,2,0,0,0,0,0,6,11,14,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1861433,7,2,0,0,2,4,0,2,6,10,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1571743,4,9,2,14,19,19,5,6,11,17,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +2222330,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1904298,28,8,7,50,80,110,19,49,87,125,18,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1949664,7,12,0,0,0,0,1,1,3,3,4,"No",0,0.57,0.69,0,"No","No","No","Yes","No","Yes" +2099209,6,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1869740,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2924735,6,8,0,0,0,0,1,3,6,9,2,"No",0,0.54,0.73,0,"No","No","No","Yes","No","No" +1450537,41,8,0,120,120,120,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1305631,21,8,0,0,0,0,0,1,4,4,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2946780,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3081667,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1714817,43,8,8,0,8,24,8,23,62,86,12,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2000069,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2195137,0,8,0,118,154,190,0,0,0,0,14,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2296821,0,2,0,15,15,15,0,0,0,0,1,"No",0,0,0.16,0,"Yes","No","No","Yes","No","Yes" +2109720,3,0,0,2,4,6,2,3,5,7,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2162563,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1415025,1,8,0,31,31,31,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3019791,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3230027,30,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1709858,35,2,3,60,100,120,26,60,111,158,22,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +2291851,-1,8,0,50,50,50,1,3,21,23,0,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +2114102,11,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3024861,72,8,0,0,0,0,3,9,17,23,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1550333,88,2,0,0,0,0,1,6,8,10,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2025273,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1477853,252,8,0,0,0,0,18,70,124,198,41,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1468781,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1869549,7,8,4,22,38,58,8,28,51,63,12,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2228406,14,8,0,191,191,191,0,2,5,8,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1651783,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","Yes" +1632459,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1756134,48,2,0,96,96,96,10,30,66,84,7,"No",0,0,0,0,"No","No","No","Yes","No","No" +1158440,316,8,1,0,0,0,16,42,94,156,25,"No",0,0.63,0.69,0,"No","No","No","Yes","No","No" +1250013,8,2,0,0,0,0,0,0,0,1,1,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2942468,2,8,0,86,129,172,16,42,92,150,8,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +3050289,99,8,0,0,0,0,3,8,17,24,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1438719,-1,8,0,15,15,15,0,2,7,11,1,"No",0,0.05,0.41,1,"No","No","No","Yes","No","Yes" +2150516,154,8,0,0,0,0,13,34,85,134,20,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1764108,0,12,0,10,10,10,2,9,13,18,0,"No",0,0.87,0.75,1,"No","No","No","Yes","No","Yes" +1437245,21,8,0,0,0,0,0,4,9,15,5,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3273941,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2884484,21,8,0,0,0,0,0,2,9,16,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2841678,56,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1934587,17,9,0,0,0,2,0,4,11,18,8,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3259980,30,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1373059,583,8,0,0,0,0,4,4,12,19,7,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1120524,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1801102,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2905665,26,12,0,0,0,0,2,5,6,8,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1516849,14,2,0,28,28,28,1,3,3,3,2,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +3234135,13,8,8,255,255,255,9,32,62,94,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3235935,6744,8,468,10080,17808,25536,294,6981,10452,19016,1416,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +2191750,6,8,0,70,112,154,7,29,64,109,23,"Yes",9,0.76,0.84,0,"No","No","No","Yes","No","Yes" +2282130,5,8,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1435768,183,NA,13,0,0,0,23,70,131,177,44,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1259072,5,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1233581,3,12,12,17,27,33,2,11,17,24,5,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +1115882,254,8,0,120,240,480,38,166,331,478,59,"No",0,0.76,0.8,0,"No","No","No","Yes","No","No" +2819288,35,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2063171,49,4,0,0,0,0,1,1,2,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1321174,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2173524,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1895132,0,2,0,8,18,18,0,0,0,0,0,"No",0,0.44,0.44,0,"Yes","No","No","Yes","No","No" +1173202,5,12,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2941946,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.8,0,"Yes","No","No","Yes","No","No" +1968811,19,8,0,0,0,0,0,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2877536,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +3185911,1039,8,0,0,0,0,4,10,18,20,2,"No",0,0.25,0.31,0,"Yes","No","No","Yes","No","No" +2282406,158,8,0,73,121,217,28,133,293,467,84,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +3080125,133,12,0,277,415,553,79,244,322,516,171,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2954024,6,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1519487,2,8,0,45,75,105,19,28,65,87,0,"No",0,0.4,0.51,0,"No","No","No","Yes","No","Yes" +1275664,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1455580,187,4,63,240,510,810,78,292,592,800,91,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1693373,-8,2,0,66,66,66,9,10,10,10,4,"No",0,0.27,0.39,8,"Yes","No","No","Yes","No","Yes" +1221515,4,12,0,2,3,3,1,2,2,2,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1139229,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2098612,2659,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1212823,1,2,1,1,2,3,0,1,1,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1834442,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1296640,108,8,0,167,252,337,38,107,216,344,78,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1394955,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1720453,0,2,0,98,159,209,0,0,0,0,17,"Yes",0,0.99,0.95,0,"No","No","No","Yes","No","Yes" +1862683,2,9,0,0,2,3,0,2,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3076288,31,14,0,180,336,492,51,152,243,356,71,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1834764,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +3198971,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2845148,4,8,6,3,3,6,0,5,8,17,0,"No",3,0.66,0.64,0,"No","No","No","Yes","No","No" +1772444,318,8,64,352,608,864,103,287,610,1016,109,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1679164,981,8,0,0,0,0,42,162,321,515,103,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1720470,286,2,0,0,0,0,0,2,3,4,0,"No",0,1,0.55,0,"No","No","No","Yes","No","No" +1631810,1515,16,0,0,0,0,2,8,12,18,1,"No",0,0.15,0.35,0,"No","No","Yes","Yes","No","No" +1133746,64,8,0,210,385,545,145,319,398,534,94,"No",0,0.89,0.93,11,"No","No","Yes","Yes","No","Yes" +3099523,35,8,0,0,0,0,0,0,3,3,2,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +2864649,2,8,0,20,20,20,1,3,3,6,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3202797,47,NA,0,0,0,0,9,28,51,74,12,"No",0,-99,-99,0,"No","No","No","No","No","No" +3120128,10,8,0,0,5,10,1,3,12,13,1,"No",0,0.66,0.8,0,"No","No","Yes","Yes","No","No" +1170579,3,4,0,3,3,6,2,3,10,12,2,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1633192,0,8,0,5,9,11,1,4,6,10,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1536569,43571,8,5568,45792,87264,128736,13404,39621,95888,140823,8980,"No",7392,0.63,0.78,0,"No","No","No","Yes","No","No" +3023541,115,14,0,0,0,0,1,3,8,11,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1655616,0,2,0,1403,2265,3067,0,0,0,0,68,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2055844,5,2,0,0,144,144,0,0,0,2,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +2820453,8,8,31,150,240,315,53,124,194,264,45,"No",0,0.97,0.96,21,"No","No","No","Yes","No","No" +1831754,1,12,0,10,10,10,1,1,3,6,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3199041,1,16,0,1,1,1,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1499502,63,8,0,0,0,0,0,0,1,2,2,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1294552,0,8,0,123,172,221,0,86,147,221,0,"No",0,0.77,0.78,0,"Yes","No","No","Yes","No","Yes" +1586312,53,8,0,0,0,0,0,1,1,1,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +3245915,0,2,0,3,3,3,0,15,16,17,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +2275446,60,2,0,0,0,0,0,3,9,16,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1285162,61,2,0,60,110,160,66,101,172,235,0,"No",0,0.85,0.91,0,"No","No","No","Yes","No","Yes" +2934133,10,2,0,0,0,0,0,1,2,2,1,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +3098405,53,NA,0,0,0,0,3,7,20,25,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1174827,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.68,0,"Yes","No","No","Yes","No","No" +1485333,14,16,0,0,0,0,0,0,2,4,2,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1722991,1,8,0,2,2,3,0,2,2,3,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +1462643,53,8,1,0,0,0,1,1,21,26,2,"No",0,0.1,0.17,0,"No","No","No","Yes","No","No" +2105917,3,0,0,22,22,44,2,10,22,32,2,"No",0,0,0,0,"No","No","No","No","No","Yes" +3224872,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2251681,87,4,89,36,100,142,36,95,144,233,53,"No",0,0.73,0.78,3,"No","No","No","Yes","No","No" +3225042,14,8,9,7,28,43,1,9,18,31,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1408587,1,12,0,3,4,6,2,2,3,6,0,"No",0,0.73,0.68,0,"No","No","No","Yes","No","Yes" +2875165,46,2,0,0,0,0,0,0,1,3,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1721386,4,12,0,1,2,3,3,3,3,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1887455,13,8,0,12,12,23,1,6,15,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1259813,0,8,0,7,10,14,1,4,9,12,5,"No",0,0.09,0.09,0,"No","No","No","Yes","No","No" +2186616,0,12,0,18,30,40,3,11,21,34,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +2009745,36,8,0,31,88,134,24,78,140,212,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1982075,197,8,0,0,0,0,0,1,1,1,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +2244377,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2003402,9,9,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3026370,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2990159,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1921709,3,NA,0,0,0,0,3,15,41,59,6,"No",0,-99,-99,0,"No","No","No","No","No","No" +2145132,23,9,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3172520,59,8,11,16,48,80,12,26,72,112,16,"No",0,0.13,0.17,0,"No","No","No","Yes","No","No" +3035147,172,8,22,59,178,314,93,153,335,491,53,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +3208982,5,12,0,0,0,1,0,1,3,3,2,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1684674,346,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1899214,10,12,0,5,5,5,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2312315,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1476141,5,2,0,4,8,13,1,2,3,3,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2965203,311,8,99,375,1438,2588,241,1056,2753,4061,386,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1427127,10,8,0,7,7,21,9,14,23,31,7,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +1419477,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3109236,35,8,1,0,0,0,3,5,9,15,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1507863,19,9,0,0,0,0,0,1,2,2,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3054142,25,3,0,0,0,0,1,5,8,11,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1414854,27,8,1,19,40,75,9,23,60,81,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","No" +1987603,0,NA,0,0,0,0,2,2,71,1267,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +2863508,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2868066,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1770507,1,8,0,10,10,10,0,1,1,1,1,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1483260,1,8,1,0,0,0,0,0,1,1,0,"No",0,0.63,0.79,0,"No","No","No","Yes","No","No" +3283600,0,2,9,46,76,106,14061,14082,14104,14130,7,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +2140760,18,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1412338,11,8,2,17,26,33,4,8,21,47,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3283145,4,9,0,0,0,0,0,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2088238,32,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.81,0,"No","No","No","Yes","No","No" +1161622,4,3,0,0,1,2,0,0,2,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1131630,34,2,0,0,0,0,0,2,3,5,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +1349978,14,9,0,0,0,0,0,1,2,2,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1439309,3,4,1,1,3,3,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +3121963,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1440135,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +3223244,40,12,0,0,0,0,0,0,0,1,16,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2032233,1,9,0,1,1,2,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1974742,76,2,0,0,0,0,1,1,4,11,4,"No",0,0.62,0.65,0,"No","No","No","Yes","No","No" +1411720,15,4,0,31,52,70,14,19,35,62,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1144855,85,8,24,0,31,62,17,40,87,123,17,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1295367,3,2,0,3,6,9,2,6,13,14,1,"No",0,0.19,0.16,0,"Yes","No","No","Yes","No","Yes" +2831145,0,8,0,20,30,40,5,18,30,48,0,"No",5,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1952073,123,2,24,36,72,144,43,103,165,223,28,"No",0,0.47,0.51,0,"No","No","Yes","Yes","No","No" +1160262,0,8,0,8,12,16,6,11,12,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1299584,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","No" +1981647,4100,2,2700,4284,8442,11466,1184,3979,7882,11735,1156,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1390050,18,8,0,0,0,0,0,1,2,3,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2850015,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.61,0,"No","No","No","Yes","No","Yes" +2865411,44,NA,1,0,0,0,2,7,12,18,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1246884,8,2,0,0,0,0,1,3,3,4,0,"No",0,0.76,0.76,0,"Yes","No","No","Yes","No","No" +1992019,35,8,25,24,48,72,12,32,77,114,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1781471,-1,2,2,293,427,517,53,185,303,510,58,"No",0,0.05,0.41,6,"No","No","No","Yes","No","Yes" +3126339,159,8,19,50,150,250,22,89,201,352,44,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1719065,2,2,0,0,1,2,0,1,3,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1294553,3,8,0,1,3,5,2,5,13,18,2,"No",0,1,1,0,"No","No","Yes","Yes","No","Yes" +1520912,0,8,0,5,8,11,0,4,6,7,1,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +2867549,56,8,4,72,120,168,11,49,92,150,26,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2067677,15,12,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1821039,6,9,0,0,0,0,0,2,5,6,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1680594,2,8,0,3,6,9,4,4,4,8,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1117708,9,2,0,21,49,77,7,17,36,58,6,"No",0,0.79,0.92,0,"No","No","No","Yes","No","No" +1667774,4,2,0,5,10,14,30,58,77,81,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2278906,0,12,0,6,6,8,5,7,13,15,3,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2821425,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2937431,695,8,27,0,300,300,63,242,463,650,98,"No",0,1,0.52,0,"No","No","Yes","Yes","No","No" +1126296,380,12,14,2640,2640,2920,364,1786,3266,4622,1318,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2083718,2,9,0,1,2,4,1,2,3,3,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1539029,66,NA,0,0,0,0,1,3,3,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3203361,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1211996,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.46,0,"Yes","No","Yes","Yes","No","No" +1623888,6,12,0,6,12,18,1,4,12,16,4,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3269911,45,16,0,0,0,0,0,2,5,9,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +3158501,31,8,3,31,57,87,13,40,68,107,14,"No",5,0.4,0.41,0,"No","No","No","Yes","No","No" +1572066,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1587406,-34,8,67,173,173,173,81,122,143,165,48,"No",0,1,0.97,34,"No","No","No","Yes","No","Yes" +2012164,5,4,0,0,1,3,0,1,3,4,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2307728,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3127613,112,8,0,0,0,0,3,9,19,26,22,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +1843492,61,3,0,0,0,0,1,2,5,5,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +3092183,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.46,0.68,0,"No","No","No","Yes","No","No" +1648906,1830,5,284,2344,4292,6587,851,1726,4233,6071,454,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2989922,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1240780,8,8,0,6,8,10,3,6,10,21,8,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2967883,1,6,0,0,0,0,1,1,1,3,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3249189,57,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1667067,18,8,0,15,30,45,5,22,37,53,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2122680,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","No" +2108078,1,9,0,8,8,8,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2255797,370,4,0,0,0,0,26,81,126,184,3,"No",0,0.73,0.78,0,"No","No","Yes","No","No","No" +1621175,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2245308,39,8,0,25,100,125,16,40,85,126,16,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1316152,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.97,0,"No","No","No","Yes","No","No" +1270941,17120,2,7286,10260,25200,39420,4357,13981,30465,48900,4373,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1307818,22,4,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3051385,15,4,0,0,0,0,0,1,11,12,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1982871,16,8,0,0,6,12,0,4,14,20,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +2180041,19,9,2,3,7,15,0,4,21,39,2,"No",1,0.99,0.98,0,"No","No","No","Yes","No","No" +1998318,467,2,182,364,910,1365,154,365,603,699,208,"No",0,0.51,0.47,0,"Yes","No","No","Yes","No","No" +2010686,170,52,0,0,0,0,5,14,26,35,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3246189,343,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1375793,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3104940,74,2,0,0,0,0,2,13,27,42,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2882266,27,12,0,0,0,12,9,22,41,68,6,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +1876994,7,12,0,24,24,24,1,7,10,12,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2209705,44,9,10,68,128,203,12,56,109,151,34,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2220016,0,2,0,0,0,0,0,0,0,0,1,"No",0,0.4,0.39,0,"Yes","No","No","Yes","No","No" +1600016,4,8,0,2,5,7,1,4,6,7,8,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2164914,0,8,0,6,6,6,0,0,0,0,0,"No",0,0.85,0.59,0,"Yes","No","No","Yes","No","No" +1722377,95,8,1,366,566,846,111,302,516,709,68,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","Yes" +1960294,2,8,0,11,22,28,1,5,12,25,2,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +2072303,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2146948,56,8,8,54,94,124,14,39,74,116,22,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1744897,14,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.08,0,"No","No","No","Yes","No","No" +2826538,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2039840,35,2,0,0,0,0,0,0,1,1,0,"No",0,0.69,0.64,0,"Yes","No","Yes","Yes","No","No" +1967442,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +2223065,4,3,0,5,10,10,4,9,10,15,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2915641,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1323279,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1367892,589,4,0,0,0,0,3,17,28,32,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3100799,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1133385,2,8,0,1,1,2,1,2,3,4,1,"No",0,0.52,0.78,0,"No","No","No","Yes","No","Yes" +3280008,11,8,5,0,6,12,0,8,19,35,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1848449,38,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.8,0,"Yes","No","No","No","No","No" +3125694,4,9,0,0,1,2,0,0,2,4,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1907469,33,2,0,50,100,150,24,78,134,176,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2809038,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","No","Yes","No","No" +2905335,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1958101,8,8,0,0,0,0,5,8,13,22,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1996832,0,2,0,90,90,90,0,99,99,99,3,"No",0,0.68,0.82,0,"Yes","No","No","Yes","No","Yes" +1889337,11,8,0,2,2,2,4,12,20,27,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1383391,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1940149,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1756733,3,12,0,11,17,23,3,9,14,19,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3215246,381,2,7,504,1008,1512,120,412,847,1219,143,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2829229,127,17,32,209,321,481,52,178,366,587,92,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1988136,51,12,31,0,8,50,17,40,92,122,14,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1472830,1,2,0,6,6,12,2,4,7,9,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","Yes" +2025841,333,4,302,720,1560,2280,17129,17688,18279,19166,270,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1327380,3,12,0,2,5,8,1,2,4,4,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1523403,0,8,0,4,4,5,2,5,8,12,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2915345,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3186055,98,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1674051,3,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2152907,131,8,0,0,0,0,0,1,3,4,0,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2827438,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2042006,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2007468,2,8,0,15,25,37,6,15,28,41,2,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1605927,37,8,0,0,200,200,12,29,48,68,11,"No",0,0.82,0.82,0,"No","No","No","Yes","No","Yes" +3214932,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2008047,2,8,0,9,27,36,4,13,15,21,1,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +1310273,4,9,0,20,40,50,7,13,19,27,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2121630,2,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1703509,2,8,0,0,0,0,1,2,2,5,0,"No",0,0.65,0.74,0,"Yes","No","No","Yes","No","No" +1175117,0,8,0,12,22,32,2,7,13,18,3,"No",0,0.84,0.78,0,"No","No","Yes","Yes","No","Yes" +2803302,3,9,0,3,8,12,0,5,9,11,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2313350,159,2,54,432,924,1416,130,444,840,1232,47,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1199171,2,14,0,3,4,7,0,2,3,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1404182,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.87,0,"No","No","Yes","Yes","No","No" +1960505,15,2,0,0,0,0,0,2,2,2,0,"No",0,0.96,0.85,0,"Yes","No","No","Yes","No","No" +2845790,-50,12,0,360,720,720,54,97,171,257,39,"No",0,-99,0,54,"No","No","No","Yes","No","Yes" +1404297,54,NA,0,0,0,0,1,2,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1848718,63,8,0,0,0,0,5,11,28,46,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1647408,2,8,0,22,34,44,10,22,27,30,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2075726,2,4,0,4,6,9,3,6,10,11,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2031264,0,12,0,22,34,50,4,9,24,34,0,"No",1,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2085631,15,2,0,0,0,0,0,1,1,2,1,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +2187693,7,9,0,0,0,0,0,1,2,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1865595,41,8,38,89,187,283,21,80,174,249,35,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +1416771,2,8,0,0,0,0,0,0,2,2,2,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1541718,42,2,0,50,150,200,19,37,82,116,10,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3224198,83,8,0,26,58,98,17,34,81,119,24,"No",0,0.96,0.95,0,"No","No","Yes","Yes","No","No" +1616491,5,2,0,1,1,1,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1295142,11,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1657410,8,4,0,0,0,0,1,3,3,3,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1201004,110,8,0,152,152,253,36,86,133,138,1,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +2853341,4815,8,0,0,0,0,0,5,11,26,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2115148,632,4,0,0,0,0,0,4,6,9,1,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2864295,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1562814,0,8,0,6,8,10,5,6,10,13,0,"No",0,0.51,0.45,0,"No","No","No","Yes","No","Yes" +1499354,9,2,0,0,6,18,4,12,20,30,0,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +1987875,3297,2,77,0,0,0,522,1083,1860,2661,334,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1153000,13,2,0,19,38,76,4,26,49,63,0,"No",0,1,0.82,0,"No","No","No","Yes","No","No" +1996293,10,12,0,0,0,0,0,0,4,9,0,"No",0,0.23,0.26,0,"No","No","No","Yes","No","No" +1934557,44,9,10,24,48,68,6,22,48,69,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1499427,6,2,0,0,2,3,1,2,2,5,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1494971,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1328244,325,4,0,7,7,7,9,23,23,23,63,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2201260,-8,2,0,175,225,275,50,59,103,111,41,"No",0,0.85,0.88,8,"Yes","No","No","Yes","No","No" +2968313,41,NA,0,0,0,0,2,5,10,19,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1167161,0,8,0,17,17,17,0,0,1,1,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +1475539,13,8,0,65,85,105,11,20,42,73,99,"No",0,0.44,0.64,0,"No","No","No","Yes","No","Yes" +2088738,24,3,0,0,0,0,1,3,4,5,0,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +1391610,0,8,0,2,4,5,2,3,3,3,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +3176603,6,12,0,2,10,18,1,3,8,14,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1364548,14,10,0,60,60,60,1,3,3,10,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1419453,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +1845295,5,2,0,7,12,17,3,7,16,21,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2866218,25,9,0,0,0,0,2,3,6,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2286500,345,2,0,0,0,0,5,27,88,132,7,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1688447,10,8,0,104,144,168,27,48,86,146,0,"No",0,0.98,0.98,6,"No","No","No","Yes","No","Yes" +1395794,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.86,0,"No","No","No","Yes","No","No" +1802979,10,2,0,12,12,12,2,2,2,2,1,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","Yes" +1116238,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1496210,50,12,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2167654,4,8,0,5,9,13,2,3,6,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1375474,0,2,6,0,0,0,0,0,0,0,0,"No",0,0.86,0.86,0,"Yes","No","No","Yes","No","No" +1775914,9,2,0,0,0,0,0,0,3,3,1,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +2015066,11,8,0,0,0,0,0,1,3,5,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +2064238,0,8,0,11,11,11,0,2,5,5,0,"No",6,0,0.22,0,"No","No","No","Yes","No","Yes" +1397307,9,2,0,0,0,0,0,1,2,3,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1306474,11,4,0,0,18,18,2,3,11,27,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1235472,1,2,0,0,1,2,0,1,2,2,1,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1694986,16,8,0,0,0,0,0,0,0,7,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2150108,-13,2,0,165,315,465,17,38,40,40,0,"No",15,0.22,0.27,0,"Yes","No","No","Yes","No","Yes" +1299977,3658,2,0,0,0,0,6,13,33,41,4,"No",0,1,0.73,0,"No","No","No","Yes","No","No" 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+1778694,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2309063,50,2,211,0,0,0,22,47,70,144,12,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +1964733,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1675719,59,0,0,0,0,0,3,8,13,24,8,"No",0,0,0,0,"No","No","No","No","No","No" +1660195,131,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2960832,7,2,0,0,0,0,2,3,3,3,1,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +1709782,21,8,0,0,0,0,1,2,3,4,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2290634,0,9,0,6,6,12,1,3,4,5,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +3030610,9,12,0,0,0,0,0,0,0,1,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2135372,25,8,0,40,60,100,10,39,79,113,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2076243,46,2,0,0,11,11,1,4,12,12,2,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1288689,18,8,0,84,152,192,8,52,91,140,13,"No",4,0.67,0.61,0,"No","No","Yes","Yes","No","Yes" +2296250,35,8,8,60,132,231,27,100,219,292,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1522644,14,2,0,0,0,0,0,2,2,2,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1263770,8116,8,0,0,0,0,7045,14169,35319,49574,294,"No",0,1,1,0,"No","No","No","Yes","No","No" +1690247,2500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1760295,36,8,41,40,80,130,22,78,137,196,46,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +2012998,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1455773,0,8,0,10,15,20,6,11,14,21,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2167215,12,4,4,5,15,21,2,8,14,23,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2033266,28,9,0,0,0,0,4,10,28,46,0,"No",0,0.96,0.84,0,"No","No","No","Yes","No","No" +1594633,8,9,0,0,0,0,1,3,4,5,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1346314,27,12,52,51,63,136,33,73,206,254,38,"No",0,0.9,0.95,2,"No","No","No","Yes","No","No" +1543066,3,2,0,0,0,0,1,2,3,4,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +2809889,13576,8,1080,11880,20520,27000,8,33,38,40,0,"No",0,0.28,0.19,0,"No","No","No","Yes","No","No" +1265344,450,8,0,0,0,0,8,32,61,83,23,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2300189,18,2,0,0,0,0,0,2,2,2,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1959286,28,9,0,0,0,0,0,5,8,8,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3201618,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +2921506,189,8,17,32,112,208,34,108,271,423,34,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3103252,3314,8,0,0,0,0,121,353,731,1008,73,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +1147397,68,52,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1218879,136,8,33,90,142,248,48,123,244,393,38,"No",0,0.53,0.68,0,"No","No","No","Yes","No","No" +1127840,0,12,0,5,7,7,0,0,0,1,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","Yes" +3194038,9,2,0,0,0,0,0,2,2,2,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2070984,21,12,0,0,0,0,4,7,14,24,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2065628,320,52,0,0,0,0,1,10,24,38,1,"No",0,0.95,0.96,0,"Yes","No","Yes","No","No","No" +3276914,177,2,20,292,584,888,98,258,499,762,71,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2113671,140,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2231759,155,NA,0,0,0,0,2,2,2,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2308263,23,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1834204,7,8,0,52,70,101,7,25,63,96,15,"No",0,0.98,0.97,2,"Yes","No","No","No","No","Yes" +1258413,11,8,0,0,10,10,1,5,12,18,0,"No",0,0.51,0.41,0,"No","No","No","Yes","No","No" +1881637,225,9,0,0,0,0,0,1,1,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2149541,16,9,9,9,27,48,5,22,43,67,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2985959,7,8,0,0,2,4,0,0,7,9,0,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1321764,1,8,0,47,72,72,13,22,43,61,3,"No",0,0.06,0.13,0,"No","No","Yes","Yes","No","Yes" +1992243,0,8,0,11,11,11,0,0,1,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1808234,13,2,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3197944,278,8,29,231,573,917,99,356,737,1128,135,"No",36,0.99,0.99,0,"No","No","No","Yes","No","No" +1771782,10,8,0,0,0,0,1,4,5,7,3,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2826618,45,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","Yes","Yes","No","No" +2964916,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2942278,0,8,0,3,4,6,0,2,3,3,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3131242,70,8,0,10,32,65,11,25,73,121,17,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1343901,-18,8,1,502,799,1070,151,345,823,1146,57,"No",0,0.77,0.74,27,"No","No","No","Yes","No","Yes" +2912910,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1626268,9,12,3,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2818749,31,5,0,30,30,38,5,6,12,15,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1438729,2,8,0,1,2,4,1,3,6,8,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +2049618,29,8,1,0,0,0,1,5,8,17,2,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2221187,3,9,0,0,1,2,0,0,2,3,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1265871,141,NA,54,0,0,0,60,134,255,423,66,"No",0,-99,-99,0,"No","No","No","No","No","No" +1949357,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1797796,2,8,0,16,34,46,5,9,28,41,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","Yes" +1633954,4,8,0,64,64,64,9,17,32,50,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1629545,39,2,3,57,122,189,14,43,43,43,2,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2905026,25,9,0,14,26,38,7,17,23,34,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1252466,136,8,7,240,480,840,116,283,587,745,137,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3098257,48,2,0,22,66,88,9,18,29,40,0,"No",0,0.83,0.39,0,"No","No","No","Yes","No","No" +1823719,0,2,0,40,60,60,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","Yes" +1895694,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1636280,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1751671,5,2,0,0,0,0,0,0,2,2,0,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +2164946,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.92,0,"Yes","No","No","Yes","No","No" +1158759,33,8,2,0,24,24,6,19,41,66,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1145043,0,8,0,15,21,27,1,6,13,23,0,"No",0,0.94,0.93,0,"No","No","No","Yes","No","Yes" +1630542,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2093660,226,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2996428,5,2,0,30,30,30,0,6,8,9,0,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +2972348,217,4,76,27,141,236,62,174,420,625,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1450576,0,9,1,1,1,2,1,1,2,4,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1255039,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.86,0,"No","No","Yes","Yes","No","No" +2874379,14,8,0,0,0,0,0,0,7,11,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1325781,1,12,4,0,0,4,0,0,4,5,0,"No",0,0.62,0.73,0,"Yes","No","No","No","No","No" +3034309,0,2,0,168,224,336,20,57,111,159,0,"No",0,0.03,0.1,0,"No","No","No","Yes","No","Yes" +1483787,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1598545,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1688569,0,8,0,4,6,7,1,3,4,4,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2256435,39,8,1,29,59,91,6,34,65,95,29,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3268915,1,6,0,3,5,7,0,2,4,4,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1403931,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","Yes" +3143554,16,8,0,0,0,0,0,0,0,1,0,"No",0,0.07,0.19,0,"No","No","Yes","Yes","No","No" +3237370,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.92,0,"Yes","No","Yes","Yes","No","No" +2279128,13,8,0,0,0,0,0,0,1,6,2,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1221944,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1330169,4,9,0,0,0,0,0,0,0,2,0,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1366181,4,8,0,0,0,1,0,1,7,10,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1467637,76,8,19,16,73,144,19,69,147,210,24,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1879134,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1571815,133,4,64,14,84,140,28,91,180,276,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1446864,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.83,0,"Yes","No","No","Yes","No","No" +1137104,4,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1188324,-51,NA,0,0,0,0,35,146,285,424,49,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2146777,1,2,0,1,3,5,0,1,4,4,2,"No",0,0.97,0.99,0,"No","No","No","Yes","No","Yes" +1711222,3,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1396976,8,8,0,57,65,89,29,56,79,118,7,"No",2,0.89,0.94,17,"No","No","No","Yes","No","No" +2866933,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1383237,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"No","No","No","Yes","No","Yes" +2116709,98,NA,0,0,0,0,3,6,10,12,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1790292,368,8,0,0,0,0,4,9,24,37,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1171734,18,2,0,0,0,0,2,4,4,4,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1595487,45,2,0,0,0,0,0,0,0,3,0,"No",0,0.32,0.27,0,"Yes","No","No","Yes","No","No" +1401240,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1774655,14,14,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1848434,7992,8,0,0,0,0,0,1,2,5,2,"No",0,0.02,0.27,0,"No","No","No","Yes","No","No" +1627000,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3150827,32,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1924427,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1743354,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2244520,13,2,0,0,0,0,1,3,8,16,1,"No",0,0.25,0.26,0,"No","No","No","Yes","No","No" +1911828,5,NA,0,69,107,145,8,22,46,91,22,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1445436,4,8,0,0,1,3,0,1,3,4,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1845397,64,9,20,43,93,153,23,67,121,184,23,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2102529,127,8,25,24,93,185,9,55,161,233,46,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1984188,375,8,0,0,0,0,1,7,14,22,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2189990,366,12,522,900,1350,2300,204,767,1618,2168,128,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2875010,24,8,0,1196,1580,1964,234,678,1150,1826,566,"No",0,0.1,0.1,14,"No","No","Yes","Yes","No","Yes" +2917235,249,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1973439,2635,8,0,0,0,0,50,132,276,441,60,"No",0,1,1,0,"No","No","No","Yes","No","No" +2927301,107,8,9,28,84,126,29,73,135,225,50,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2273403,522,8,12,648,936,1368,112,374,840,1239,120,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1358937,0,4,0,125,203,238,0,0,0,0,22,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +3248852,14,12,0,0,0,0,0,1,1,1,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3217922,357,8,14,300,675,1000,84,282,608,1017,70,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1720686,12,12,0,0,0,0,0,2,2,2,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1554320,119,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1492268,11,NA,0,0,0,0,1,4,10,18,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2055479,0,4,0,47,47,47,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2819655,66,12,5,0,0,0,5,17,41,59,23,"No",0,-99,0.66,0,"No","No","Yes","No","No","No" +1815571,10,4,0,0,0,0,0,1,1,2,2,"No",0,0.91,0.81,0,"Yes","No","No","Yes","No","No" +1967780,2,12,0,10,16,22,3,10,20,39,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1812477,938,12,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1271149,0,2,0,4,6,10,2,3,7,8,2,"No",0,0.81,0.88,0,"No","No","No","Yes","No","Yes" +2291061,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1921763,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +2258618,385,8,5,0,0,0,11,43,93,140,40,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +3031484,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.63,0,"No","No","No","Yes","No","No" +1499487,25,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1582603,231,8,0,0,0,0,1,4,6,10,0,"No",0,0.98,0.92,0,"Yes","No","No","Yes","No","No" +1559661,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.28,0,"Yes","No","No","Yes","No","No" +3138846,1,8,0,7,10,13,2,6,10,17,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3180702,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1239264,225,12,3,384,384,768,36,156,328,552,65,"No",0,0.62,0.69,0,"No","No","No","Yes","No","No" +1898056,-7,8,0,37,41,49,3,22,39,49,2,"No",0,0.57,0.74,7,"No","No","No","Yes","No","Yes" +2850800,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1923743,-1,12,8,1,3,8,2,3,7,10,6,"No",0,0.78,0.78,1,"No","No","No","Yes","No","No" +1584601,20,8,22,72,116,160,16,54,95,141,15,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1968210,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +2266481,2,2,0,1,2,3,1,2,4,4,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3268371,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2306739,4,8,0,0,36,36,0,2,3,8,2,"No",0,0.96,0.81,0,"No","No","No","Yes","No","Yes" +1386263,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2914302,0,8,0,7,8,8,0,2,4,5,0,"No",0,0.5,0.37,0,"No","No","No","Yes","No","Yes" +1384642,39,2,72,120,240,360,47,160,369,547,43,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1959883,36,12,7,9,21,41,13,24,71,104,3,"No",3,0.86,0.74,0,"No","No","No","Yes","No","No" +1727336,59,9,3,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1861542,422,5,0,0,0,120,15,159,335,508,60,"No",0,0.94,0.71,0,"No","No","No","No","No","No" +1674435,4527,8,0,0,0,0,1,2,27,49,9,"No",0,0.95,0.99,0,"No","No","No","Yes","No","No" +2294872,5,8,0,0,0,0,0,1,1,2,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1224271,40,2,0,560,720,880,239,356,663,894,119,"No",0,0.08,0.03,29,"No","No","No","Yes","No","Yes" +2907061,298,8,7,250,500,500,63,220,553,809,63,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1832299,235,8,38,378,553,703,49,174,368,668,82,"No",0,0.79,0.71,0,"No","No","No","Yes","No","No" +1525238,144,2,20,288,432,648,87,242,458,706,124,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +1366794,5,8,0,9,9,18,5,12,21,24,4,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +2292750,74,8,12,156,276,384,34,102,191,327,24,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2812759,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2917525,1096,8,0,0,0,0,0,2,44,53,3,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3254776,3,8,0,20,20,20,0,3,6,8,2,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2871874,11,NA,0,0,0,0,0,0,5,5,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2232015,138,2,15,159,299,439,52,175,317,525,67,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2187773,0,2,0,6,6,6,0,0,1,1,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","Yes" +1537619,5,8,0,0,0,0,0,0,2,7,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1926202,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2173001,10,8,0,0,0,0,2,6,11,26,3,"No",0,0.67,0.68,0,"No","No","No","Yes","No","Yes" +1991065,2,8,0,8,12,16,2,9,9,13,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2162804,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1544577,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +2898992,6,2,0,20,20,20,0,4,6,12,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +3206684,26,8,0,0,0,0,0,0,0,1,2,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1674867,6,2,0,6,12,24,2,7,20,29,3,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1172501,2,8,0,11,11,17,1,4,8,9,2,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2151566,0,52,0,25,25,25,0,0,0,0,0,"No",0,0.79,0.87,0,"Yes","No","Yes","No","No","Yes" +1200804,6,9,0,0,0,0,0,0,2,4,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1928342,2,2,0,1,5,6,1,6,13,19,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2812615,13,2,50,150,150,150,101,108,132,137,0,"No",0,0.94,0.96,39,"No","No","No","Yes","No","No" +2106101,4,4,0,0,4,4,2,10,17,22,1,"No",0,0.34,0.68,0,"No","No","No","Yes","No","Yes" +1224703,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2822135,23,12,0,0,0,0,5,5,6,6,4,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +1878847,6,2,0,0,6,9,2,5,16,23,2,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1935842,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1761348,1,8,0,3,6,6,1,3,5,7,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1240789,0,2,0,9,15,16,0,0,0,0,0,"No",0,0.26,0.32,0,"Yes","No","No","Yes","No","Yes" +1299523,0,8,0,4,8,8,5,8,11,17,0,"No",0,0.64,0.69,0,"No","No","No","Yes","No","Yes" +2884190,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +2210183,35,2,0,0,0,0,0,0,0,0,2,"No",0,0.32,0.66,0,"Yes","No","No","Yes","No","No" +1838542,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1400901,49,NA,6,0,0,0,4,17,41,62,34,"No",0,-99,-99,0,"No","No","No","No","No","No" +2848747,-62,8,0,353,478,586,49,138,294,480,40,"No",0,0.57,0.59,62,"No","No","No","Yes","No","Yes" +3039787,2,8,8,9,19,30,7,16,24,28,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1712092,53,8,3,14,50,77,8,33,52,81,57,"No",0,0.96,0.93,0,"No","No","Yes","Yes","No","No" +1686939,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2889302,7,NA,0,0,0,0,0,3,4,7,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3108304,94,4,60,72,139,201,36,89,143,230,57,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2278165,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +2816501,66,12,0,27,62,97,21,60,119,184,185,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1130279,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1244072,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1861928,4,8,0,6,18,30,10,20,35,44,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3188689,25,8,0,20,20,40,11,18,36,52,13,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3128086,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1391036,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1865242,9,4,0,0,0,0,1,5,7,11,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1222485,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.78,0,"Yes","No","No","Yes","No","No" +2099865,-90,8,0,621,966,1296,140,676,1582,2562,46,"No",0,0.52,0.42,90,"No","No","No","Yes","No","No" +3086358,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1900060,14,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3139586,288,NA,0,0,0,0,5,10,19,25,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1395404,527,8,725,165,165,225,112,442,900,1320,87,"No",0,0,0,0,"No","No","No","Yes","No","No" +2845136,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1961542,485,2,0,0,0,0,0,0,0,10,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3000901,591,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.69,0,"No","No","Yes","Yes","No","No" +3268269,135,2,0,0,0,0,0,0,2,2,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1744410,4,2,0,72,72,72,0,2,2,2,2,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +1868558,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1301552,0,8,0,30,46,66,3,17,21,36,3,"No",0,0.94,0.96,0,"No","No","No","Yes","No","Yes" +1220713,66,NA,0,0,0,0,3,7,13,19,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1628869,31,14,0,0,0,0,1,2,3,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1707452,3,8,0,4,9,14,1,4,10,14,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2197744,5,6,0,6,6,12,1,6,11,14,3,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1456355,1,2,1,3,6,10,1,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1532719,14,4,0,0,7,14,2,8,17,29,0,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +2882620,20,12,0,0,0,0,0,0,3,5,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3048944,1984,8,570,0,1050,1680,52,307,1669,2584,171,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1577553,199,12,53,122,122,122,6,96,192,297,53,"No",0,0.99,0.92,0,"No","No","No","No","No","No" +1225706,259,8,35,70,140,280,57,205,476,712,79,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1938985,1,8,0,20,20,40,2,6,20,27,1,"No",0,0.2,0.15,0,"No","No","No","Yes","No","Yes" +2122251,584,2,246,570,1254,1938,215,578,807,853,232,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +1761172,305,16,12,0,0,8,21,106,269,399,35,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1560001,187,8,0,0,0,0,0,9,22,49,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1288952,6595,4,0,0,0,0,3,24,50,510,49,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3231312,14,12,0,0,0,0,0,0,1,1,0,"No",0,0.07,0.19,0,"No","No","No","Yes","No","No" +1917789,6,4,5,1,11,11,1,5,8,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1449847,1,8,0,10,10,20,6,12,18,23,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1269996,77,2,0,0,0,0,2,7,20,31,0,"No",0,0.48,0.56,0,"Yes","No","Yes","Yes","No","No" +1127315,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.51,0,"Yes","No","No","Yes","No","No" +3128156,1125,2,40,500,1000,1500,192,568,1098,1742,244,"No",0,0.84,0.7,0,"No","No","No","Yes","No","No" +1605300,12,8,0,0,0,0,0,1,1,5,1,"No",0,0.73,0.72,0,"No","No","No","Yes","No","No" +1871054,668,NA,0,0,398,634,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1453106,0,2,0,61,81,81,0,1,2,2,13,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1451865,594,8,34,0,0,0,49,101,147,283,183,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1118238,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3131715,158,8,34,120,270,450,59,166,324,463,70,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1340552,0,2,0,12,23,35,0,0,0,0,1,"No",0,0.85,0.87,0,"No","No","No","Yes","No","Yes" +1472449,2,8,0,10,10,20,0,5,11,12,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2928270,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1489656,20,2,0,0,0,0,0,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1559901,4,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1893415,121,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1941676,62,2,0,0,15,30,7,24,42,71,4,"No",0,0.51,0.47,0,"No","No","No","Yes","No","No" +2194517,1,8,0,3,6,6,2,2,3,3,1,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","Yes" +1527360,67,8,15,30,70,100,5,40,84,143,46,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1618513,1020,4,0,0,0,0,0,0,10,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1500888,0,12,0,1,2,2,0,0,1,2,1,"No",0,0.78,0.78,0,"Yes","No","No","No","No","No" +1371848,0,8,0,0,0,0,0,2,3,4,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +3057938,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1316367,1,9,0,10,10,10,3,11,17,19,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1222672,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2002701,2,52,0,0,0,0,0,0,0,1,2,"No",0,0.62,0.62,0,"Yes","No","Yes","Yes","No","No" +1688733,2,8,0,4,8,11,2,7,12,16,4,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2020134,316,2,307,604,1132,1533,177,526,945,1696,203,"No",0,0.66,0.69,5,"No","No","Yes","Yes","No","No" +1311543,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +3185858,15,8,0,73,73,73,2,18,27,44,3,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1569390,2,14,0,0,20,20,0,1,1,1,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1252572,1,8,0,2,3,5,1,2,3,3,0,"No",0,0.76,0.81,0,"No","No","No","Yes","No","Yes" +2267676,0,8,0,19,28,40,5,12,20,30,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","Yes" +1665149,1,8,0,2,3,4,0,1,1,3,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","Yes" +1476239,11,8,0,0,0,20,0,4,10,20,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2224080,5666,52,0,0,0,0,0,6,22,38,5,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","No" +1390729,10,2,0,0,0,0,0,0,0,10,1,"No",0,0.24,0.19,0,"Yes","No","No","Yes","No","No" +2239587,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1903645,0,12,0,2,4,5,0,1,2,3,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +3213979,2049,2,2377,5538,10464,14928,1404,4452,9002,14015,1425,"No",0,0.91,0.8,0,"No","No","No","Yes","No","No" +2822903,1,2,0,2,3,5,1,1,3,5,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1719301,1,8,0,11,15,19,7,12,18,25,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1939110,3,8,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1858065,2,8,0,2,4,6,2,4,4,8,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1544625,10,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1963341,0,9,2,65,100,128,6,18,25,27,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +1167840,6156,8,0,0,0,0,0,0,0,24,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3010220,29,8,0,60,90,120,25,52,87,123,20,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3174695,108,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +1279120,54,8,0,0,0,0,0,0,0,0,2,"No",0,0.55,0.69,0,"No","No","No","Yes","No","No" +3137158,19,2,0,15,30,45,2,11,36,52,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2090114,36,8,0,0,0,0,3,9,10,13,2,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +3230381,145,2,0,0,0,0,0,7,12,79,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1996013,81,8,0,96,144,192,20,53,126,208,28,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1945130,28,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1231802,6,2,0,0,0,3,0,3,7,8,1,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1657995,5,8,3,0,1,3,0,1,7,9,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1787996,2,8,0,6,6,6,1,2,6,9,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2288328,1,8,0,0,1,1,0,0,1,1,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","Yes" +1545630,475,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2906271,50,12,0,0,0,0,0,2,2,4,1,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +3083252,0,2,0,2,2,3,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1416177,0,8,0,134,195,229,0,0,0,0,17,"No",0,0.77,0.65,0,"No","No","Yes","Yes","No","Yes" +1578302,34,8,0,29,29,29,7,19,34,55,0,"No",0,0.91,0.89,0,"No","No","Yes","Yes","No","No" +2893779,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1520862,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3275976,125,2,0,0,0,0,0,3,5,6,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +1413166,26,8,0,0,0,0,2,7,14,19,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1265418,18,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2239187,32,8,0,12,36,60,5,23,55,99,14,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2285871,1,NA,0,0,0,0,0,2,2,4,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1546810,100,0,0,0,0,0,9,16,38,63,1,"No",0,0,0,0,"No","No","No","No","No","No" +2235052,18,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1269251,1079,8,62,700,700,1400,154,473,927,1628,861,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2026781,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2115268,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1620646,68,8,0,1,4,6,0,2,5,6,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1831929,54,9,0,0,0,0,1,3,7,12,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3174968,2,9,0,0,0,0,0,0,0,1,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1496592,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2842197,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2819965,2,2,0,25,50,100,7,18,58,83,2,"No",0,0.79,0.71,0,"No","No","No","Yes","No","Yes" +1508455,5,8,0,0,0,0,1,1,2,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1592700,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1901144,93,NA,0,0,0,0,0,1,1,3,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2223772,1,8,0,0,0,0,1,1,1,10,0,"No",0,1,0.87,0,"Yes","No","No","Yes","No","No" +1282887,11,8,7,6,6,18,0,9,18,21,3,"No",0,0.93,0.67,0,"No","No","No","Yes","No","No" +1369826,55,8,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1915007,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2974789,128,2,44,269,539,719,92,288,526,708,84,"No",0,0.83,0.79,0,"No","No","No","Yes","No","No" +3095878,35,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3178781,10,8,0,12,24,36,3,7,15,25,3,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2014211,1060,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1880330,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1835169,113,8,0,76,226,348,0,0,0,0,0,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +3167652,13,9,3,5,13,14,2,5,20,32,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2976526,0,12,0,18,36,36,4,34,45,57,3,"No",0,0.75,0.67,0,"No","No","No","Yes","No","Yes" +1174498,503,8,118,506,1370,2042,249,707,1449,2415,145,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1765035,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","Yes","Yes","No","No" +1568490,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +1904671,1,9,0,3,7,8,4,6,13,15,5,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1164205,32,8,0,0,10,30,4,16,37,49,0,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","No" +1451741,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1415574,2,8,0,0,0,0,0,0,0,4,4,"No",0,0.37,0.54,0,"Yes","No","No","Yes","No","No" +1555110,5,2,4,6,11,16,5,13,16,16,1,"No",0,0.67,0.62,0,"Yes","No","No","Yes","No","Yes" +1685414,2,2,0,22,44,44,7,17,42,59,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1251043,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1896233,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2919315,149,NA,0,0,0,0,5,59,241,267,14,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2865659,3,8,0,0,0,0,0,0,2,3,0,"No",0,0.61,0.62,0,"Yes","No","No","Yes","No","No" +2078499,5,2,0,0,144,144,0,0,0,2,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","Yes" +3120259,63,8,0,0,0,20,4,26,34,44,10,"No",0,0.98,0.87,0,"No","No","No","Yes","No","No" +2832265,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1355209,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3244233,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1231591,269,2,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1838567,18,8,0,654,654,654,4,13,31,47,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3158632,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1282763,0,8,0,7,7,7,0,0,1,2,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1121009,110,8,0,0,0,0,2,4,8,20,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +3217368,654,8,0,0,0,108,0,7,314,814,27,"No",0,1,1,0,"No","No","No","Yes","No","No" +2106474,5,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1197496,206,8,0,0,0,0,7,40,108,157,4,"No",0,0.5,0.45,0,"No","No","No","Yes","No","No" +2952587,24,2,0,12,12,24,5,12,40,61,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2157557,0,NA,0,0,0,0,0,1,5,7,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2192634,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2117011,23,8,0,0,0,0,0,1,4,5,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1551299,31,8,0,0,0,0,0,2,4,4,4,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1609611,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1252928,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2140813,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.93,0,"No","No","Yes","Yes","No","No" +3091572,3,2,25,0,0,0,1,8,15,30,5,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3214566,453,52,0,0,0,0,11,31,127,170,17,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +2159265,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3157870,40,8,50,54,108,162,24,66,116,167,27,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2995468,13,8,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1893028,74,8,0,28,28,56,4,18,53,91,18,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1623845,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +2949431,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +1580738,2,8,0,0,0,0,0,1,1,2,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +2845980,53,8,21,174,264,354,41,151,240,345,30,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2125788,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3072415,4,8,0,0,0,0,0,0,1,3,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2135622,6,8,0,0,8,8,1,2,5,9,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2990100,18,8,0,0,0,0,1,2,7,11,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1186638,3,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2073060,289,12,131,1820,2840,3960,459,1634,2831,4157,296,"No",0,0.78,0.78,2,"No","No","No","Yes","No","Yes" +3051915,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1120140,3,8,0,26,40,54,4,11,16,25,1,"No",0,0.94,0.96,0,"No","No","Yes","Yes","No","Yes" +2159156,167,8,50,0,100,150,22,82,178,283,46,"No",0,1,1,0,"No","No","No","Yes","No","No" +1168474,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1486891,2113,8,0,0,0,0,20,166,745,986,179,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1507161,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1858332,18,8,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1401071,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +1340323,1,9,0,5,5,5,0,1,1,2,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1565206,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.73,0,"No","No","No","Yes","No","No" +2241570,0,5,0,5,5,5,0,0,0,0,0,"No",0,0.65,0.69,0,"Yes","No","Yes","Yes","No","No" +2938726,2,2,14,0,0,0,2,5,6,9,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1349381,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1664831,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1591106,22,8,24,22,66,88,6,33,88,134,30,"No",0,0.9,0.56,0,"No","No","No","Yes","No","No" +1557997,16,8,0,50,85,130,12,36,78,105,0,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +2224953,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2856851,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2069671,612,8,0,0,0,0,7,32,105,267,98,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2887281,218,8,0,500,500,500,28,106,224,336,83,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +3145120,4165,8,0,0,0,0,6,6,7,7,2,"No",0,0.72,0.76,0,"No","No","No","Yes","No","No" +1351095,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1500491,20,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2912622,49,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.21,0,"Yes","No","No","Yes","No","No" +3133757,400,4,0,0,0,0,72,174,456,688,63,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1720609,-3,8,1,78,125,180,11,53,106,171,14,"No",0,0.37,0.54,3,"No","No","No","Yes","No","Yes" +1757533,3,3,0,6,6,6,6,15,15,15,0,"No",1,0.52,0.41,0,"Yes","No","No","Yes","No","Yes" +1305161,173,NA,0,0,0,0,0,1,2,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1302239,6,2,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.68,0,"Yes","No","No","Yes","No","No" +2060065,44,8,0,0,0,0,2,5,20,34,13,"No",0,0.49,0.37,0,"No","No","No","Yes","No","No" +3056341,47,NA,0,0,0,0,0,0,2,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3101118,4,8,0,21,34,47,5,9,28,39,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2227305,0,8,0,80,116,164,18,52,97,138,13,"No",12,0.53,0.54,0,"No","No","Yes","Yes","No","Yes" +3278951,3,8,0,0,0,0,0,0,1,2,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1661164,0,8,0,6,6,12,1,3,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3014151,92,4,101,305,604,912,104,11922,12198,12491,55,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1162597,1,8,0,3,5,7,14,44,47,48,2,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2182419,9,4,4,4,10,14,0,5,13,19,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1473111,60,8,31,118,208,298,36,115,214,278,49,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1550005,12,2,0,0,0,0,0,0,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1984725,24,8,1,57,78,119,6,33,80,116,16,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1167766,16133,52,210,0,0,0,180,658,1224,2012,448,"No",0,0.83,0.83,0,"Yes","No","No","Yes","No","No" +2979394,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3197280,46,2,7,21,63,105,8,42,90,130,14,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3241937,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1417691,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.62,0,"No","No","No","Yes","No","No" +1272507,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +3002815,774,9,136,822,2292,3510,330,1172,2928,4822,314,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +1138126,1,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3249607,4,2,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2822410,10,2,0,0,0,0,0,0,24,24,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1329549,30,8,0,0,0,100,1,7,13,28,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2280683,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +3036498,23,8,0,12,32,52,4,15,28,51,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +3193847,24,4,13,0,0,0,6,21,27,30,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1113651,0,8,0,3,4,6,2,3,4,5,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +1228999,9,8,0,60,60,60,5,12,19,43,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1312894,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1612877,6,9,1,12,22,22,1,4,8,14,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3180879,3,8,10,0,0,10,2,8,14,26,5,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2251734,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +3103580,288,2,73,1347,2729,3948,0,0,0,0,64,"No",0,0.28,0.36,0,"No","No","No","Yes","No","No" +1135894,4240,8,0,0,0,0,141,415,833,1768,273,"No",0,0.76,0.91,0,"No","No","No","Yes","No","No" +2863515,10,12,0,0,0,0,1,2,2,2,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3016722,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2227406,1,8,0,2,3,5,0,1,2,4,1,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +2290544,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.45,0.41,0,"No","No","No","Yes","No","No" +1124487,13,8,0,38,57,76,2,22,50,68,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2273722,42,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2856520,135,8,0,0,0,0,5,18,29,31,6,"No",0,0.65,0.42,0,"Yes","No","No","Yes","No","No" +1243927,3,2,3,2,3,3,0,0,0,0,0,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +2048661,205,8,68,186,186,186,10,79,308,433,39,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","No" +1861356,35,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1288728,12,8,0,35,35,70,14,22,23,23,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3114665,9,3,0,3,9,18,5,8,13,15,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3140458,90,8,0,0,0,0,0,0,0,0,1,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2821241,66,12,0,230,322,460,60,205,388,573,85,"No",46,0.63,0.57,0,"No","No","No","Yes","No","No" +1667575,301,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +2893505,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +3271800,3,8,0,0,0,0,0,0,1,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1659173,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2038177,6,52,0,0,0,0,0,1,1,1,2,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +2043542,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1302987,425,8,351,294,846,1218,505,1115,1832,3535,386,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2274935,571,8,69,80,160,480,75,205,475,675,115,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1122624,227,8,0,0,0,0,1,10,27,39,2,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1166078,1856,2,70,1800,3600,4800,608,1873,3579,5539,584,"No",0,1,1,0,"No","No","No","Yes","No","No" +3113297,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +3073402,807,3,0,0,0,0,6,14,23,40,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1358099,4,4,8,24,24,48,26,40,103,187,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1933183,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1332861,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2152934,4,8,0,0,5,10,3,6,7,7,0,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","Yes" +1314203,2,8,0,0,1,3,0,1,4,5,1,"No",0,0.75,0.62,0,"No","No","No","Yes","No","No" +3213220,60,8,45,72,144,204,32,74,139,234,40,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +3205664,304,NA,0,0,0,0,0,4,11,33,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2053346,3,2,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3131842,0,8,0,30,45,45,1,10,26,39,0,"No",0,0.29,0.29,0,"No","No","Yes","Yes","No","Yes" +1748044,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2866497,8,8,0,29,39,59,7,16,31,40,0,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +1829182,25,4,5,8,26,38,4,13,32,40,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1974830,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1822789,2,2,0,0,0,1,0,0,2,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +2223838,1957,8,0,0,0,0,8,16,24,40,0,"No",0,0.33,0.2,0,"No","No","No","Yes","No","No" +1703650,4,8,0,8,12,16,5,9,13,21,4,"No",0,0.81,0.46,0,"No","No","Yes","Yes","No","No" +1693401,10,4,0,0,0,0,0,3,4,7,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1371112,6,8,0,18,36,72,8,21,38,65,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1900510,44,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" 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+2190404,4855,8,0,0,0,0,136,612,1337,2087,193,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3264131,38,2,0,0,0,0,2,6,12,32,2,"No",0,0.11,0.37,0,"No","No","Yes","Yes","No","No" +2967738,1873,4,0,0,0,0,8,38,79,92,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1736163,65,8,0,0,20,40,4,9,37,67,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2051201,0,9,0,4,5,7,3,3,6,7,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1516492,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.98,0.83,0,"Yes","No","No","Yes","No","No" +2272465,105,2,0,0,0,0,0,2,25,25,2,"No",0,0.04,0.07,0,"Yes","No","No","Yes","No","No" +2222022,10,8,0,185,185,185,1,5,13,19,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1331926,31,8,0,12,45,90,7,26,42,54,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3239205,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1988462,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3108082,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +3231404,39,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1450854,1124,9,682,270,878,1486,228,783,1698,2797,194,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1205025,0,2,0,8,14,16,0,0,0,0,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","Yes" +1336763,218,8,0,202,477,862,104,363,495,803,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1641421,0,2,0,538,826,826,0,3,4,4,33,"No",0,0,0.14,0,"No","No","No","Yes","No","Yes" +2190570,0,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1321724,4,8,0,4,8,14,1,3,8,12,0,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +3264627,9,8,0,4,10,12,0,5,11,13,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2203224,580,4,0,0,0,0,2,9,23,60,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1268746,7,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1420440,23,8,0,25,47,69,8,18,46,63,9,"No",0,0.96,0.96,0,"Yes","No","No","No","No","No" +2068350,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1310159,12,2,0,20,40,80,6,20,50,71,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1190881,0,12,0,29,37,44,0,16,42,57,9,"No",0,0.21,0.27,0,"No","No","No","Yes","No","Yes" +2825780,29,8,0,0,0,0,3,4,4,4,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +3085684,63,8,0,0,55,55,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2158519,-12,8,1,175,259,357,26,107,198,276,32,"No",4,0.8,0.75,14,"Yes","No","No","Yes","No","Yes" +1284856,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2108777,23,8,0,24,48,48,8,22,43,60,4,"No",0,0.75,0.73,0,"No","No","No","Yes","No","No" +2023426,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1359620,3,8,0,0,0,0,1,3,5,8,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1858037,18,12,29,0,29,58,19,32,64,89,11,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2027004,562,6,137,140,560,980,104,357,847,1288,132,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3259263,51,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +1138815,18,4,0,0,0,0,1,4,7,9,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1160334,22,9,15,0,0,12,2,15,31,47,15,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +2939037,15,2,0,0,0,0,2,3,8,8,0,"No",0,0.81,0.78,0,"Yes","No","Yes","Yes","No","No" +1410309,1,8,0,1,3,4,0,1,2,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1191845,4,8,0,0,1,3,0,1,5,6,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3246047,5,8,0,0,0,0,0,1,2,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2894803,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1257063,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" 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+3195473,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.67,0,"No","No","Yes","No","Yes","No" +1272546,0,2,3,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1244951,33,8,0,0,0,0,3,5,5,8,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +1151242,5,14,0,0,0,0,2,4,5,5,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1305992,21,52,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +3202806,6,12,0,0,0,2,0,3,4,5,4,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1525254,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1306974,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +3184361,6,9,0,0,2,5,1,2,7,10,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2252270,10,12,0,50,106,148,10,34,69,109,24,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1931465,11,8,0,24,36,48,8,30,52,73,20,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2152373,97,8,0,0,0,0,4,18,42,56,53,"No",0,0.16,0.1,0,"Yes","No","Yes","Yes","No","No" +2038301,0,8,0,2,3,4,2,3,6,6,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +3164397,2,2,0,5,5,5,2,4,6,7,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1867439,3,8,0,0,0,0,0,0,1,1,12,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1486507,3,2,0,4,4,4,0,0,0,0,0,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +2284864,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1348517,136,2,37,112,224,336,38,67,91,97,53,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +3256016,8,8,0,0,0,2,0,3,5,5,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2962602,1,8,0,1,2,3,0,2,2,2,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1577282,21,8,0,0,0,0,0,1,2,2,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1782812,133,8,72,1049,1721,2257,329,882,1520,2274,334,"No",88,0.44,0.62,29,"No","No","No","Yes","No","Yes" +1530696,0,8,0,8,16,16,1,6,12,15,9,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +3239310,1,8,0,1,2,2,0,1,1,2,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +1276867,89,12,3,252,452,652,187,331,455,567,91,"No",0,0.96,0.98,15,"No","No","No","Yes","No","No" +2242188,4,8,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1916789,139,14,106,173,359,526,48,196,435,660,131,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2874720,25,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1782355,3,8,0,18,28,40,8,16,24,29,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1577545,140,9,39,16,72,129,16,57,151,219,36,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1824308,12,12,0,61,105,153,16,47,105,153,13,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1851487,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.8,0,"No","No","No","Yes","No","No" +1704801,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1429814,275,8,169,1465,2348,2761,219,604,1147,2352,273,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2217700,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1223694,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +3172597,73,8,22,203,352,352,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1593822,5,8,0,0,0,0,0,1,3,4,5,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1986185,155,12,0,0,279,279,9,47,134,196,5,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1324148,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1479326,0,12,0,0,0,0,0,0,0,0,0,"No",0,0,0.31,0,"Yes","No","No","Yes","No","No" +1465449,25,2,0,0,0,2,1,7,15,18,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +1438958,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +3250752,114,8,38,206,395,560,42,132,319,471,40,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3108369,33,2,0,0,0,0,0,0,3,11,0,"No",0,0.83,0.9,0,"Yes","No","Yes","Yes","No","No" +3279902,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1917071,49,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1885656,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.74,0.73,0,"Yes","No","Yes","Yes","No","No" +1898149,1,8,0,5,5,5,1,1,2,3,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1523556,0,8,0,8,12,15,2,4,7,11,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +1116051,229,14,0,300,300,300,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","Yes","Yes","No","No" +2951669,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3175946,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1200882,22,8,0,83,114,151,31,116,384,406,0,"No",0,0.53,0.42,0,"No","No","No","Yes","No","Yes" +2989983,2,8,13,0,0,0,2,6,11,18,3,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2924278,6,8,0,3,3,3,0,0,1,2,2,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1412916,6,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +2043955,324,2,0,0,0,0,0,0,0,0,41,"No",0,0.98,0.82,0,"No","No","No","Yes","No","No" +2134911,101,9,0,0,0,0,12,21,40,57,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1605219,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +3132664,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2134344,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +1860023,0,8,0,11,16,21,1,4,10,17,3,"No",0,0.3,0.3,0,"No","No","No","Yes","No","Yes" +3210194,327,16,0,0,0,0,8,63,122,253,15,"No",0,0.67,0.85,0,"No","No","No","Yes","No","No" +1162006,6,2,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +2190273,40,8,0,41,73,97,27,69,97,158,19,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2165675,0,2,0,102,134,134,0,0,0,0,0,"No",0,0.94,0.81,0,"Yes","No","No","Yes","No","Yes" +1338511,124,2,0,0,0,0,0,4,5,11,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1456008,156,8,42,0,13,52,3,7,14,21,5,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +1804763,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.02,0.1,0,"Yes","No","Yes","Yes","No","Yes" +1398251,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2276979,48,12,0,0,0,0,7,12,16,31,3,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +1702566,42,8,1,21,46,83,7,29,61,97,23,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2891928,1,8,0,15,23,31,3,12,19,28,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +2178749,0,12,0,5,6,6,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1426833,267,NA,0,0,0,0,0,4,5,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1298359,6,2,0,0,0,0,0,0,0,0,0,"No",0,-99,0.19,0,"Yes","No","No","Yes","No","No" +1975618,7,8,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1681149,2,2,0,12,24,36,5,10,19,22,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +2212848,5,8,0,97,150,203,24,66,110,136,30,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","Yes" +1999177,29,8,0,338,482,610,55,162,329,525,596,"No",16,0.33,0.57,0,"No","No","Yes","Yes","No","Yes" +1616791,33,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1154468,0,2,0,10,14,18,1,1,1,1,0,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","Yes" +2027346,11,3,0,0,18,36,2,10,15,22,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1388241,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +3212389,3603,8,0,0,0,0,0,0,0,3,0,"No",0,0.86,0.77,0,"No","No","Yes","Yes","No","No" +2949723,15,2,5,15,15,15,10,10,10,10,0,"No",15,-99,0.66,0,"No","No","No","Yes","No","No" +1664149,24,8,0,48,80,112,11,35,75,122,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1182239,2,8,0,0,1,2,0,1,1,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2285088,1,10,0,1,3,4,1,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2866633,528,12,43,140,360,640,129,438,927,1292,88,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1500688,12,8,0,48,96,96,0,0,0,0,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1800841,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1370171,67,8,8,32,64,128,33,89,168,228,22,"No",0,0.87,0.62,0,"No","No","No","Yes","No","No" +3246882,0,2,2,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +1836303,4,2,0,38,56,74,16,21,26,39,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1648477,28,8,0,12,42,60,10,17,53,91,11,"No",0,0.89,0.94,0,"No","No","Yes","Yes","No","No" +1977808,8,52,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +1476251,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1647719,20,12,0,0,0,0,0,4,10,17,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3253057,2,8,0,10,20,30,10,15,25,35,2,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1653735,2,2,0,0,0,0,0,1,1,1,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","Yes" +2282788,107,52,0,0,0,0,0,1,5,5,14,"No",0,0.76,0.88,0,"Yes","No","No","Yes","No","No" +1510270,0,12,0,4,4,4,1,6,7,9,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1856277,305,8,85,140,308,476,87,246,496,788,96,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2223529,315,8,257,1000,1900,2950,315,1015,1746,2484,310,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1385257,3,8,3,4,7,12,3,5,7,8,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1386221,265,13,139,904,1608,2376,239,811,1563,2255,223,"No",0,0.97,0.97,3,"No","No","No","Yes","No","No" +2927993,14,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1210836,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +3124433,942,8,0,0,0,0,0,2,10,20,37,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1199552,121,2,6,400,600,600,51,194,443,649,70,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1854890,3,8,0,0,0,1,0,1,1,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1752600,13,2,7,10,30,35,2,8,35,40,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3113626,2,4,0,1,3,5,0,2,4,5,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1785169,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2161375,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.66,0,"Yes","No","No","Yes","No","No" +3252988,84,8,19,66,138,198,14,68,127,201,20,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3116218,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1464041,50,14,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1640078,20,8,0,186,291,396,34,204,317,465,60,"No",12,0.14,0.57,0,"No","No","No","Yes","No","Yes" +1910150,0,2,0,54,90,90,0,0,0,0,4,"No",0,0.67,0.55,0,"Yes","No","No","No","No","No" +3205117,35,4,0,18,30,62,8,22,47,69,19,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2925457,0,8,0,0,0,0,4,16,46,63,7,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1818127,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1574419,12,8,0,0,4,10,3,8,9,12,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1871422,21,12,0,0,0,0,0,0,0,1,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2122868,21,12,0,0,0,0,0,0,0,0,0,"No",0,0.27,0.26,0,"No","No","No","Yes","No","No" +1222211,2,12,0,0,0,1,0,0,2,2,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3025082,55,52,0,0,0,0,0,0,0,3,5,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1980460,1,8,0,0,0,2,5,11,15,18,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1508100,8,8,0,0,0,0,0,1,7,8,2,"No",0,0.13,0.03,0,"No","No","No","Yes","No","No" +1163437,0,12,0,100,136,208,20,58,99,130,11,"No",0,0.96,0.86,0,"No","No","No","Yes","No","Yes" +1670478,19,2,0,90,90,90,52,60,94,95,22,"No",0,0.62,0.36,0,"Yes","No","No","Yes","No","No" +1316546,117,8,0,100,250,450,67,189,389,4216,25,"No",0,0.82,0.92,0,"No","No","No","Yes","No","Yes" +2057732,50,8,0,0,0,0,0,3,5,5,0,"No",0,0.75,0.87,0,"No","No","No","Yes","No","No" +1625970,2516,12,0,0,0,0,1,9,48,88,12,"No",0,-99,0.25,0,"No","No","Yes","No","No","No" +2062791,50,8,1,8,36,60,1,27,43,82,11,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1795716,199,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1835265,186,8,0,0,216,216,17,84,178,272,10,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1404941,2,8,0,13,20,27,4,8,16,23,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2146698,6,6,0,8,16,24,0,2,7,8,1,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1203289,1905,2,0,0,0,0,0,24,26,27,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +2095401,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1623092,2,8,0,24,24,24,3,16,28,41,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1217298,35,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.83,0,"No","No","No","Yes","No","No" +1183933,0,2,0,17,25,25,1,4,4,4,0,"No",0,0.33,0.64,4,"No","No","No","Yes","No","Yes" +2960779,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1460955,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3208667,23,8,0,0,0,0,0,1,3,3,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +2004970,10,8,0,58,73,85,4,11,29,71,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","Yes" +1478172,3,2,0,0,0,0,1,2,2,3,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1967375,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1798513,6,8,0,0,2,5,1,5,7,7,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1861518,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1447735,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3129861,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.6,0,"No","No","No","Yes","No","No" +2152316,181,8,0,0,0,0,8,35,50,87,0,"No",0,0.62,0.52,0,"No","No","Yes","Yes","No","No" +1840927,353,NA,0,0,0,0,1,3,4,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1175656,56,NA,0,0,0,0,1,4,6,8,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1214349,154,8,5,0,0,96,20,59,105,173,32,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +1917245,8,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2872335,31,2,29,181,244,349,107,296,398,485,36,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1406571,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2120351,1925,12,0,0,0,0,0,10,10,10,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2962262,387,8,206,829,1583,2337,255,840,1641,2505,150,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +3151073,51,8,5,60,60,120,16,35,57,87,20,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1283947,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.11,0,"Yes","No","No","Yes","No","No" +1141169,6780,52,0,0,0,0,8,34,90,155,32,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1282752,1,12,0,8,11,14,1,3,8,10,0,"No",8,0.64,0.69,0,"No","No","No","Yes","No","Yes" +1478864,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2103475,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.94,0,"Yes","No","No","No","No","No" +1835717,75,8,12,56,121,191,14,54,701,742,19,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +3269472,69,2,0,0,0,0,0,0,50,54,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1585140,2,8,0,0,1,1,1,2,2,2,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1946722,6,8,0,0,0,0,0,0,1,2,1,"No",0,0.69,0.57,0,"No","No","No","Yes","No","Yes" +1672801,9,4,5,1,1,1,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1553626,4,8,0,14,28,35,3,8,20,28,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2201682,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1375291,32,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.65,0,"Yes","No","No","Yes","No","No" +2012983,-1,8,0,69,104,174,21,57,90,123,6,"No",0,1,0.99,1,"No","No","No","Yes","No","Yes" +2845985,165,8,0,0,0,0,0,2,13,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2229913,6,12,0,11,11,16,0,6,13,24,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","Yes" +2848590,249,12,0,0,0,0,0,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1502608,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +1240215,0,8,0,9,15,18,3,7,12,15,1,"No",0,0.98,0.92,0,"No","No","Yes","Yes","No","Yes" +1762088,24,8,17,7,41,58,8,23,47,64,22,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2307305,10,8,0,0,0,0,1,4,8,8,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" 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+2886514,359,8,125,125,125,375,47,106,246,339,100,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1158039,2,14,0,1,4,7,4,6,7,12,1,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1253729,7,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2915838,96,8,0,0,0,0,0,0,2,3,1,"No",0,1,0.93,0,"Yes","No","No","No","No","No" +1242428,4,8,1,17,29,45,4,14,23,34,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1549309,9,6,0,47,67,77,19,34,77,128,23,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1143024,315,8,252,2728,4232,5892,93,299,576,857,79,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2153215,0,10,0,8,18,23,1,8,10,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1133753,10,12,0,100,120,160,17,83,149,213,37,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1841666,17,12,0,0,0,0,0,1,2,2,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1282897,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1614996,217,8,0,1120,1680,2240,325,1088,2060,2938,587,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","Yes" +1836465,9,8,0,0,10,10,0,7,16,20,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1787617,2,8,0,16,24,40,6,13,23,31,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1330387,1,10,0,1,2,3,0,2,2,2,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1331091,15,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1533774,11,9,0,0,0,0,0,1,2,4,0,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +2860974,6,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1193120,8,8,0,0,0,0,0,0,2,3,0,"No",0,0.07,0.27,0,"No","No","Yes","Yes","No","No" +1218107,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.77,0,"No","No","Yes","Yes","No","No" +2127473,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1993667,57,2,0,0,0,0,5,9,21,51,1,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +2118761,258,2,0,0,0,0,1,3,11,15,0,"No",0,0.83,0.66,0,"No","No","Yes","Yes","No","No" +2117066,0,2,1,0,0,1,0,1,1,3,1,"No",0,0.27,0.26,0,"No","No","No","Yes","No","No" +3235255,12,9,0,0,10,10,5,11,21,34,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3252559,43,8,0,24,72,96,12,39,84,138,4,"No",0,0.78,0.77,0,"No","No","No","Yes","No","No" +2261573,39,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1854417,0,4,0,120,120,120,0,0,0,0,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1195687,20,8,0,0,0,0,0,0,8,18,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1864737,43,9,0,0,0,0,0,0,0,0,1,"No",0,0.52,0.41,0,"No","No","Yes","Yes","No","No" +1597554,3,8,0,1,4,6,4,5,6,6,2,"No",0,0.67,0.62,0,"No","No","No","Yes","No","Yes" +1617176,69,8,7,4,29,49,10,27,76,118,17,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1278587,0,8,0,52,103,104,0,0,0,0,12,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +3247054,5,4,0,0,0,1,0,0,4,5,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1990460,2,2,0,0,0,0,0,0,0,2,0,"No",0,1,0.83,0,"No","No","No","Yes","No","Yes" +3211307,102,8,0,18,54,90,9,50,101,165,28,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","No" +2136218,15,8,11,2,23,41,8,17,35,55,7,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2209548,246,NA,117,0,0,0,121,376,743,1148,108,"No",0,-99,-99,0,"No","No","No","No","No","No" +1193858,1,12,1,4,4,4,0,5,7,8,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2149912,5,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.81,0,"Yes","No","No","No","No","No" +2023416,4,2,0,0,0,0,2,3,9,9,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","Yes" +2910294,76,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1756692,2799,NA,1575,0,0,0,3503,8290,14745,24271,1633,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2244744,5,NA,0,0,0,0,1,2,2,6,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +3115593,247,8,355,936,1728,2448,330,966,1544,2241,263,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2887992,1,2,0,5,5,5,0,0,0,0,0,"No",0,0,0.08,0,"Yes","No","No","Yes","No","No" +1604121,2357,8,4,0,0,0,396,719,1213,1470,138,"No",0,1,1,0,"No","No","No","Yes","No","No" +1535451,27,11,0,0,0,0,0,2,2,4,2,"No",0,0.85,0.76,0,"No","No","Yes","Yes","No","No" +2200769,7,12,0,0,0,0,1,1,6,8,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","Yes" +2264654,1,12,0,0,0,0,0,0,0,0,2,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +1236712,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +2228955,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1533430,278,8,7,0,0,0,17,50,97,158,25,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1431834,670,4,200,670,1060,1320,114,245,490,801,160,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1494582,3,8,0,3,6,6,0,3,4,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1286880,16,8,0,0,0,0,0,2,3,5,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1738683,4,17,0,19,31,31,2,3,10,21,1,"No",5,0.05,0.41,0,"No","No","No","Yes","No","Yes" +2907740,0,12,0,6,8,8,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","Yes" +1878117,0,4,0,5,8,8,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1222197,144,8,26,210,420,630,71,238,482,725,46,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1648116,0,NA,0,0,38,53,80,90,90,92,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1446335,2,4,0,15,19,23,7,19,28,30,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +3054186,78,2,0,0,0,0,1,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2890460,65,8,29,131,249,403,62,156,273,375,29,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2850010,106,2,27,144,264,408,40,153,300,617,33,"No",0,0.43,0.59,0,"No","No","No","Yes","No","No" +1252025,12,2,0,0,0,0,0,0,0,1,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +3201460,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3162348,2,2,0,19,31,47,10,17,36,53,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +2020780,15,8,0,0,5,10,2,3,13,15,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1332656,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1387506,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1161023,38,4,0,0,0,0,0,0,0,0,11,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3102337,59,8,5,74,74,116,12,37,80,130,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1255519,500,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1118201,19,2,0,0,0,0,0,1,1,1,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1550779,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2224897,12,2,0,0,0,0,0,0,0,1,0,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +2845685,165,12,0,0,0,0,0,0,0,1,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2905035,88,12,0,0,0,0,6,16,270,423,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +1706832,26,8,0,0,0,40,1,9,21,28,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1772221,13,8,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1362169,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1300504,4,4,0,2,4,4,0,0,0,0,0,"No",0,0.96,0.83,0,"Yes","No","Yes","Yes","No","No" +2264693,210,8,0,0,0,0,16,46,94,126,23,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3146673,4,12,0,1,2,2,1,1,3,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1212365,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2203161,92,9,1,10,50,90,11,54,105,145,13,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1650681,4464,2,100,0,0,0,299,959,1729,2938,460,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +2248483,390,5,9,250,500,750,78,279,531,720,84,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3201259,7,8,0,2,6,10,0,5,8,10,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +3216245,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1250671,43,8,0,26,26,26,14,31,52,93,8,"No",0,0.53,0.68,0,"No","No","No","Yes","No","No" +2951901,2,8,0,28,49,73,10,24,37,45,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1263413,12,2,0,0,0,0,0,0,2,2,1,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1344442,41,8,0,0,0,0,0,2,6,11,0,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +1765792,12,2,0,100,100,200,14,61,93,109,0,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +2079689,5,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1791092,209,10,12,792,1458,1962,276,852,1678,2366,252,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1933907,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.61,0,"Yes","No","No","Yes","No","No" +1167506,19,2,2,343,483,623,117,183,311,531,102,"No",0,0.06,0.5,4,"No","No","No","Yes","No","Yes" +1966374,1,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1719072,4,2,0,6,6,12,4,12,24,28,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2033021,13,4,0,14,28,35,2,10,18,39,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1650979,1,12,0,0,0,0,0,1,2,3,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2071296,42,8,0,0,0,0,1,2,5,9,2,"No",0,0.23,0.43,0,"Yes","No","Yes","Yes","No","No" +1114433,9,8,0,0,0,0,2,2,4,7,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1918979,0,2,0,10,10,10,0,0,0,0,2,"No",0,0.91,0.94,0,"Yes","No","Yes","Yes","No","Yes" +3000505,0,2,0,43,43,43,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3002066,1,12,0,17,21,25,1,1,7,12,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","Yes" +3113973,1,2,0,0,1,1,0,0,1,1,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1821888,138,6,0,35,72,108,25,68,122,204,689,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2121003,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2306792,7,NA,0,0,0,0,0,0,1,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2055916,322,8,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1688154,456,52,0,0,0,0,0,0,5,9,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1910812,7,14,0,0,0,0,1,1,1,3,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1630998,69,2,0,0,0,0,2,5,10,19,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2008072,23,8,0,0,0,0,1,2,4,4,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +3239423,347,NA,0,0,0,0,1,2,3,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1131520,0,2,0,166,206,206,3,6,6,6,11,"No",0,0.1,0.04,3,"Yes","No","Yes","Yes","No","Yes" +1416036,10,14,0,28,60,92,10,39,60,85,14,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1403126,338,8,181,977,1745,2465,238,768,1568,2493,275,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1981025,151,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1289545,1151,2,240,840,1680,2040,229,723,1306,1661,235,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1140654,12,2,0,0,0,0,4,4,4,4,0,"No",0,1,0.88,0,"Yes","No","No","Yes","No","No" +3131600,13,2,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2830823,4165,8,0,0,0,0,6,6,7,7,2,"No",0,0.72,0.76,0,"No","No","No","Yes","No","No" +1306865,309,8,0,0,0,0,1,94,147,222,30,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1832186,84,8,0,0,0,0,2,6,14,20,11,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3236600,9,12,2,5,5,5,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","Yes","Yes","No","No" +1770072,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +3242291,732,12,47,0,0,0,0,5,18,18,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2296213,34,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1248798,11,2,0,0,0,0,0,0,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1673838,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1374861,263,8,45,1188,1668,2208,265,774,1408,2308,484,"No",80,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1543473,87,17,0,0,0,29,4,8,35,58,2,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +1431505,0,5,0,16,16,16,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +2223571,11,8,0,0,0,0,1,1,1,1,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1677136,109,15,0,0,56,84,14,43,120,198,23,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2254950,98,8,24,77,157,217,37,93,183,317,32,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1378471,2,8,2,18,34,50,6,18,32,49,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2003222,75,2,0,32,96,160,13,65,126,199,23,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2286840,840,10,624,2880,5700,8820,682,2780,5497,8144,706,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1425048,14,2,11,36,54,90,6,10,15,19,1,"No",0,0.99,0.91,0,"Yes","No","No","Yes","No","No" +1397040,117,NA,0,0,0,0,0,0,15,15,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2182091,3,4,4,3,3,3,0,1,1,1,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1617390,869,8,0,0,0,0,71,214,502,808,66,"No",0,0.7,0.64,0,"No","No","Yes","Yes","No","No" +3038995,5,8,0,0,2,4,4,6,6,6,0,"No",0,0.13,0.15,0,"No","No","Yes","Yes","No","No" +1450867,126,9,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1467167,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1691372,802,8,370,1512,2268,3213,339,998,1798,3026,376,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1907444,19,8,0,310,454,574,66,160,367,585,84,"No",24,0.7,0.73,4,"No","No","No","Yes","No","Yes" +1227461,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2064365,19905,2,0,0,0,0,1,7,15,29,0,"No",0,0.89,0.79,0,"No","No","No","Yes","No","No" +2910182,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3162133,226,8,69,344,593,875,122,340,662,986,116,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2890424,11,8,0,24,24,24,2,7,10,16,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1205732,4,9,0,14,35,42,9,17,34,59,4,"No",0,0.98,0.9,0,"No","No","No","Yes","No","Yes" +1367379,3,8,0,20,20,20,1,4,6,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1626226,123,4,0,0,0,0,8,10,13,20,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1226210,2568,12,285,2111,5621,8999,1238,3968,8237,12287,1287,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3008050,8,NA,0,0,0,0,1,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3235574,32,9,32,0,0,0,5,14,37,62,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1535290,10,2,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +2852305,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.96,0,"Yes","No","Yes","Yes","No","No" +2235609,8,8,0,128,188,248,23,66,131,198,26,"No",12,0.51,0.53,0,"No","No","No","Yes","No","No" +1488136,215,8,0,4,4,4,14,48,82,116,4,"No",0,0.09,0.08,0,"No","No","No","Yes","No","No" +3211385,1349,NA,30,0,0,0,153,3426,5509,6733,570,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1224024,147,2,19,211,409,607,120,219,388,551,78,"No",0,1,1,0,"No","No","No","Yes","No","No" +1371237,-8,8,0,730,1030,1330,82,303,696,1176,260,"No",0,0.88,0.91,14,"No","No","No","Yes","No","Yes" +3108151,90,8,0,30,30,30,0,0,0,0,0,"No",0,0.92,0.91,0,"Yes","No","Yes","Yes","No","No" +1565213,11,8,0,129,197,266,55,102,162,235,53,"No",0,0.81,0.87,0,"No","No","No","Yes","No","Yes" +1430836,153,8,69,140,236,332,69,139,273,379,73,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1170961,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2052742,5,8,0,13,33,53,9,27,55,72,3,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1413144,19,8,0,0,0,0,0,5,6,11,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2820745,97,0,6,20,60,80,18,61,131,202,66,"No",0,0,0,0,"No","No","No","No","No","No" +2013518,3,3,0,4,8,11,2,5,5,5,1,"No",0,0.75,0.64,0,"Yes","No","No","Yes","No","No" +1788319,4975,52,0,0,0,0,0,0,5,5,0,"No",0,0.59,0.78,0,"Yes","No","No","No","No","No" +2129128,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1501342,7,4,0,3,3,3,5,7,7,7,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2877195,156,2,0,0,0,0,0,0,0,0,0,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1572303,85,8,1,0,82,123,17,42,95,141,23,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1730694,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1868180,85,8,0,0,60,60,4,18,43,55,7,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1646278,52,8,25,167,278,389,65,145,220,302,35,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2004465,2,12,3,2,5,6,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1812408,-178,8,1,391,441,531,42,158,356,483,100,"No",2,0.09,0.09,179,"Yes","No","No","Yes","No","Yes" +2025266,15,2,0,0,0,0,3,7,7,7,1,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +2014125,12,2,0,0,0,0,0,1,15,20,2,"No",0,0.11,0.08,0,"Yes","No","No","No","No","No" +3107398,19,8,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1779181,1,8,0,6,10,16,2,6,9,14,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2873233,79,8,32,360,624,878,102,278,566,867,107,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2949637,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1269274,5,8,0,4,8,12,2,4,7,17,1,"No",0,0.81,0.8,0,"No","No","No","Yes","No","Yes" +2985375,4,2,0,0,0,1,1,1,4,6,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +1320152,21,8,0,0,0,5,0,5,10,16,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1477496,33,8,0,0,0,0,2,3,3,6,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1320272,4,9,0,0,1,3,0,1,2,5,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3018365,6,8,0,0,0,2,1,1,3,6,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2873962,43,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2977936,18,2,0,50,50,50,3,15,21,35,3,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +3222448,0,8,0,6,9,11,2,6,10,10,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1972269,6,2,0,0,0,0,6,15,20,21,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1498247,326,8,0,0,120,360,7,85,311,438,57,"No",0,0.65,0.75,0,"No","No","No","Yes","No","No" +2841239,188,8,0,0,0,0,2,7,18,31,3,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2882612,184,8,96,190,342,494,69,201,391,571,40,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +1682164,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1758779,1,2,0,4,4,4,26,31,51,68,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1495478,28,2,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1361681,18,12,0,8,9,11,2,9,14,18,2,"No",0,0.76,0.73,2,"No","No","No","Yes","No","Yes" +1388857,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3207532,627,2,0,0,0,0,31,92,166,261,38,"No",0,0.89,0.95,0,"No","No","Yes","Yes","No","No" +1750653,386,8,0,0,0,0,1,5,14,27,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2105623,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2125167,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +3207993,10,2,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1305393,0,8,0,30,30,30,0,0,0,0,0,"No",0,0.74,0.83,0,"No","No","No","Yes","No","No" +2846841,381,12,0,329,329,329,0,0,0,0,0,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +1174005,13,8,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1492781,877,8,0,0,0,0,9,40,81,85,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1160347,9,8,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1621490,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1130664,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1779208,-45,8,4830,2675,2675,2675,139,413,958,1611,84,"No",0,0.8,0.8,58,"No","No","No","Yes","No","No" +1958600,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2071208,239,2,51,170,442,714,82,228,413,472,57,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1315904,1,12,0,27,45,63,10,30,49,64,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +3197206,-3,8,0,30,30,39,5,20,27,37,0,"No",0,0.95,0.91,3,"No","No","No","Yes","No","Yes" +1409532,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2975408,11,16,0,0,0,0,0,0,0,0,2,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1741370,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3019059,20,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2041272,10,NA,0,0,0,0,0,1,1,1,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2950562,42,4,0,0,0,0,0,0,4,4,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2809625,128,12,0,0,0,0,0,0,4,8,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2845528,883,8,245,828,2007,3231,362,1120,2486,3491,205,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2169269,11,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1881129,175,8,15,100,300,400,46,164,422,674,58,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2004732,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1878300,4,4,1,1,3,4,0,2,6,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1981048,27,4,49,1,35,103,14,47,86,118,11,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3200029,78,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +1305931,8,8,0,6,13,20,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3144029,9,2,0,2,2,2,0,0,0,0,1,"No",0,0.85,0.83,0,"Yes","No","Yes","Yes","No","No" +1434933,475,2,391,1008,2016,2904,311,907,1637,2476,361,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2843261,0,NA,0,0,0,0,5,11,29,45,5,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1778501,9,8,0,8,8,15,0,4,9,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2135623,85,8,0,0,0,0,3,14,29,43,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2119886,41,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3118176,16,2,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +2803651,94,8,0,0,0,0,2,7,12,70,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2947611,41,3,0,0,13,26,0,7,18,25,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1872155,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +2117109,55,0,0,0,0,0,1,5,10,23,1,"No",0,0,0,0,"No","No","No","No","No","No" +2012984,54,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2864993,37,2,0,0,0,0,0,0,2,4,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +2190037,2085,16,0,0,0,0,35,215,431,707,189,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1950226,388,8,40,1200,1680,1840,148,382,807,1789,141,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +3245902,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +1157369,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.83,0,"No","No","No","Yes","No","No" +1275660,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1681947,43,8,1,19,51,75,9,25,64,92,49,"No",0,0.31,0.57,0,"No","No","No","Yes","No","No" +1382062,0,8,0,47,75,103,9,21,42,59,3,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +1655497,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1558232,27,2,0,0,0,0,0,0,27,27,0,"No",0,0.95,0.87,0,"Yes","No","No","Yes","No","No" +1921169,2,8,0,10,23,33,8,14,25,32,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +3151568,34,9,0,0,0,0,0,2,4,4,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1285348,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2891540,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1357665,0,8,0,28,40,64,5,12,19,30,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1196068,9,52,0,0,0,0,5,10,16,25,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2310293,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1856048,2,8,0,0,0,25,0,0,0,2,1,"No",0,0.2,0.15,0,"No","No","No","Yes","No","No" +3183518,90,8,92,120,288,408,57,195,332,495,77,"No",24,0.99,0.99,0,"No","No","No","Yes","No","No" +1354684,310,8,0,0,0,0,14,34,58,105,0,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1772735,174,8,0,0,0,0,8,10,19,29,2,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1887109,17,4,0,2,9,9,0,1,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1812283,9,2,0,0,55,110,13,37,46,46,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1948047,112,9,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1159963,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1599452,28,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1827399,20,2,0,0,0,0,1,2,11,13,1,"No",0,0.67,0.62,0,"Yes","No","No","Yes","No","No" +3019055,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1708662,20,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1905284,5,8,0,0,0,3,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3110492,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2953669,7,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +2134081,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","Yes" +1448683,79,8,4,106,201,296,29,81,150,280,28,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +1866132,-13,8,0,21,26,26,1,14,19,23,16,"No",0,0.73,0.73,13,"No","No","No","Yes","No","Yes" +1387459,2763,16,0,0,0,0,6,167,398,660,14,"No",0,0.15,0.35,50,"No","No","No","Yes","No","No" +1893162,16,9,0,0,10,20,5,18,29,29,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3217516,61,2,13,187,304,417,21,33,33,33,25,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1870688,9,14,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1702245,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2946829,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2247231,214,8,0,0,0,0,5,22,40,59,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +1777446,0,2,0,6,10,12,3,11,15,21,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2198901,274,8,74,500,500,1000,122,378,717,1164,107,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1329136,6,8,0,0,0,0,1,1,3,4,1,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1803872,1,9,0,30,40,60,3,13,21,26,2,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","Yes" +2252342,27,3,0,0,0,0,0,2,4,7,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1139847,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +2899819,5,8,0,8,15,22,6,15,26,37,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","Yes" +1647854,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2836845,28,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2066770,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3024017,22,8,0,50,80,102,6,17,46,46,3,"No",0,0.06,0.03,0,"No","No","No","Yes","No","No" +2978193,12,16,0,0,0,0,0,0,0,1,2,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1985780,11,4,0,0,0,0,5,7,12,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3272715,1661,5,434,2135,4293,7219,718,2483,4718,6578,651,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1737812,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1365795,18,2,0,0,0,0,0,0,0,2,1,"No",0,0.84,0.83,0,"Yes","No","No","Yes","No","No" +1550381,158,2,5,132,297,462,45,151,255,416,55,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1635200,0,8,2,1,1,1,1,1,2,2,0,"No",0,0.84,0.89,0,"Yes","No","No","Yes","No","Yes" +2056257,2,8,0,5,10,15,2,5,13,18,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1162014,3,8,0,0,0,0,0,1,1,1,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2202510,25,8,0,0,0,0,1,2,3,4,0,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +2242962,0,5,0,462,631,631,0,2,2,2,41,"No",0,0.65,0.69,0,"No","No","No","Yes","No","Yes" +1394445,88,2,408,360,816,1320,77,591,684,723,74,"No",0,0.69,0.8,0,"No","No","No","Yes","No","No" +1645621,30,0,0,52,117,182,17,68,101,104,23,"No",0,-99,0,0,"No","No","Yes","No","No","No" +1886616,546,12,9,357,610,1110,66,318,736,1279,127,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1650465,201,8,45,301,541,781,136,357,653,922,198,"No",0,0.44,0.62,0,"No","No","No","Yes","No","No" +1733795,15,8,1,36,60,100,10,41,73,98,14,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +3180838,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1451389,614,8,39,720,720,720,118,320,716,1307,952,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3203916,19,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1976014,3,2,0,68,68,68,2,2,2,2,0,"No",0,0.95,0.87,0,"Yes","No","No","Yes","No","No" +1594669,97,12,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1927683,90,8,7,25,50,75,14,43,80,128,75,"No",0,0.27,0.21,0,"No","No","No","Yes","No","No" +2140819,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3138477,1456,4,785,966,2046,2836,401,1264,2465,3687,226,"No",111,0.73,0.78,0,"No","No","No","Yes","No","No" +1477927,3,8,0,0,0,0,4,7,13,26,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +1625947,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +2173250,12,6,0,84,117,150,15,45,90,124,17,"No",0,0.65,0.69,0,"No","No","No","Yes","No","Yes" +1705898,6,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3011879,148,8,0,0,0,350,17,71,126,180,20,"No",0,0.25,0.27,0,"No","No","No","Yes","No","No" +1499235,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1912894,98,8,0,0,0,0,0,0,0,3,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1269390,1,12,0,12,20,34,2,10,23,31,0,"No",0,0.1,0.16,0,"No","No","No","Yes","No","Yes" +1828080,6,8,0,0,0,0,2,3,3,3,1,"No",0,0.71,0.75,0,"Yes","No","No","Yes","No","No" +1483365,27,2,0,0,0,0,0,6,12,16,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1676258,57,2,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1494817,43,12,4,3,3,3,1,8,28,46,0,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1772970,8,12,8,1,1,1,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2103298,15,8,0,0,0,4,1,6,10,14,7,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1479139,960,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2868202,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1785215,0,2,0,14,21,35,3,8,16,27,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +1841775,12,2,0,0,0,0,0,1,4,4,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3023919,8,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1135473,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2293624,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1137198,3,2,0,8,8,8,1,3,4,5,0,"No",0,0.49,0.45,0,"No","No","Yes","Yes","No","No" +1653294,1967,8,81,0,3000,3000,258,913,1741,2383,224,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3162460,2,12,0,1,1,3,0,1,2,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2232399,228,12,3,75,150,150,3,24,155,231,123,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1161902,10,12,2,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3137058,28,2,0,0,0,0,0,5,7,9,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1333308,34,8,0,0,0,96,1,11,23,30,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1231362,11,8,0,15,15,30,8,20,32,44,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1920871,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2841573,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1799397,137,4,0,0,0,0,2,6,9,12,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3118650,4203,8,1740,4560,7980,11210,1671,4476,8116,13076,1794,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1772714,13,11,0,27,81,108,10,37,73,117,13,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1162793,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +3267347,95,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" +3237725,7,12,0,0,0,4,1,3,4,9,2,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1472018,15,2,0,300,492,684,48,166,313,505,46,"No",36,0.84,0.86,7,"No","No","No","Yes","No","Yes" +2896802,12,8,14,211,286,397,100,230,325,434,46,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2059366,57,2,101,234,468,702,88,259,313,313,73,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" 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+1647897,43,2,0,0,0,0,0,0,0,2,2,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +1348508,10,2,0,0,0,3,1,10,18,26,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2039072,16,2,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.91,0,"Yes","Yes","Yes","Yes","No","No" +3072809,319,10,1,0,0,10,22,98,184,267,41,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +1757869,3,4,1,0,0,0,0,0,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1153122,565,NA,0,0,0,0,4,10,24,32,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1491713,3,3,0,0,0,0,0,1,1,1,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1497072,3,9,0,3,3,3,1,10,16,19,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1889520,95,2,0,24,64,104,18,32,33,33,21,"No",0,0.24,0.28,2,"Yes","No","No","Yes","No","No" +1244632,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.79,0,"No","No","No","Yes","No","No" +2904121,464,12,0,0,0,0,0,0,32,48,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3171961,79,9,0,0,0,0,1,2,4,10,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2975017,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2182379,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1859179,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3077826,700,12,700,7529,13265,17089,0,0,0,0,0,"No",0,0.91,0.91,0,"No","No","No","Yes","No","Yes" +2830396,5,12,0,0,0,1,1,5,8,11,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2274748,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2073727,6,2,6,20,40,60,7,25,41,55,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1882756,790,5,7,0,90,409,111,456,1120,1682,309,"No",0,0.73,0.68,0,"No","No","No","Yes","No","No" +1947657,5,9,0,0,0,0,0,0,1,2,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1246887,462,2,0,0,0,0,8,33,307,328,56,"No",0,0.76,0.8,0,"Yes","No","No","Yes","No","No" +1430984,6,2,0,0,2,4,0,2,6,11,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2298619,22,8,0,0,0,0,0,2,5,5,1,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +3282172,15,11,0,0,24,24,1,5,10,12,0,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +1297458,2,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1208772,69,8,0,192,312,384,44,151,345,570,19,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2303298,567,8,143,358,923,1375,137,431,948,1544,195,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2102102,2,8,0,1,2,4,1,1,4,5,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +3081316,75,12,0,30,30,60,9,21,59,115,22,"No",30,0.85,0.83,0,"No","No","No","Yes","No","No" +3232002,36,8,0,0,0,0,5,9,15,30,7,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3232097,979,12,0,0,0,0,0,0,1,4,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1982527,263,8,150,500,900,1100,102,392,780,1265,139,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2281026,4,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +1283594,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2306787,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +3146730,50,NA,0,0,0,0,6,10,12,16,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2238363,52,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1625924,0,2,0,54,54,54,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","Yes","Yes","No","Yes" +3089300,53,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1811841,3,2,0,0,0,0,1,1,1,1,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3169453,6,2,3,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1736818,99,8,30,747,1083,1323,186,476,863,1321,207,"No",48,0.61,0.57,4,"No","No","Yes","Yes","No","Yes" +2855643,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +2188558,101,8,32,281,436,597,71,205,386,571,47,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +1166652,6,2,0,30,66,96,14,41,66,91,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3099373,29,12,0,15,26,37,2,18,33,38,7,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1547681,19,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1833571,110,9,62,59,155,271,39,102,171,294,49,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1927300,2,13,0,9,18,18,1,7,16,18,13,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1383871,0,6,0,3,4,5,2,2,4,4,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1661069,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1836846,80,8,0,0,0,0,29,44,88,114,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1720940,989,8,783,2000,3880,5740,711,2066,3982,5903,1032,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +3222181,0,2,0,508,508,508,0,0,0,0,0,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +1754154,66,4,0,0,0,0,11,15,34,35,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1650918,51,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1245735,7,4,1,14,30,44,5,21,38,45,5,"No",0,0.51,0.78,0,"No","No","No","Yes","No","Yes" +3027783,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3160233,103,8,0,0,0,0,1,10,24,41,10,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2270771,10,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2009363,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1293233,0,9,0,0,0,0,2,89,171,237,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1143095,4,2,0,4,8,8,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3069452,1,12,0,2,3,5,1,2,3,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3057751,12,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1196263,475,8,0,0,0,0,0,0,0,15,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1301440,34,8,19,48,98,144,19,54,100,170,15,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +3109557,40,2,0,0,0,0,0,1,1,1,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2941284,1,8,0,100,100,100,0,16,36,65,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1753088,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1199730,2,12,1,0,0,0,2,2,6,7,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +3183565,130,8,8,0,0,0,21,45,59,75,19,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1265374,4,2,3,20,44,76,5,26,62,68,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","Yes" +1190118,19,8,0,0,6,12,2,6,11,23,4,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +2011118,12,8,0,10,19,22,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","Yes","Yes","No","No" +1286956,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +3154671,28,8,0,0,100,100,9,21,39,78,7,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1190201,0,12,0,10,14,16,4,7,11,21,2,"No",2,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1698569,8,10,0,0,0,0,1,1,2,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1268467,11,2,0,24,56,83,7,28,53,77,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +1292468,7,8,0,10,20,20,1,5,10,16,2,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1787210,2,2,5,35,65,90,12,27,63,85,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1485450,8,8,0,0,5,10,0,2,6,10,1,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1478328,20,2,0,0,0,0,1,6,16,20,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1457039,-14,NA,0,0,0,0,22,85,233,429,47,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2015284,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2070159,7,2,0,47,70,93,6,23,40,59,5,"No",1,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1435518,9,2,0,5,5,5,0,0,0,0,0,"No",0,0.84,0.73,0,"Yes","No","Yes","Yes","No","No" +1855165,0,8,0,2,3,5,3,4,5,5,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1433345,1,8,0,2,2,3,0,0,0,0,0,"No",1,0,0,0,"Yes","No","No","Yes","No","Yes" +1493069,656,NA,75,0,0,0,215,980,1724,2525,221,"No",0,-99,-99,0,"No","No","No","No","No","No" +1521374,154,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3134063,4,8,0,10,15,25,3,7,10,19,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2915869,90,8,2,23,63,103,11,50,113,189,23,"No",23,0.9,0.85,0,"No","No","No","Yes","No","No" +1807638,245,8,122,588,1506,2208,585,1566,3082,4410,121,"No",0,0.31,0.41,0,"No","No","Yes","Yes","No","Yes" +1659796,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3076938,59,9,0,0,9,36,7,28,63,108,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1355161,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1477216,1,9,0,3,3,4,18,18,19,19,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1352931,0,8,0,36,66,80,0,0,0,0,1,"No",0,0.14,0.19,0,"No","No","No","Yes","No","No" +2090962,0,9,0,5,6,6,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1398320,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1193583,513,8,0,0,0,0,26,94,133,208,35,"No",0,1,1,0,"No","No","No","Yes","No","No" +1861503,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2909343,1,8,0,1,2,3,1,3,4,6,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","Yes" +1423225,65,9,29,24,48,72,19,35,65,115,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2890413,227,8,0,0,0,0,0,0,3,8,0,"No",0,0.98,0.97,0,"No","No","No","No","No","No" +1859763,0,10,0,2,3,3,1,3,3,3,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +1750359,9,8,0,0,0,0,0,0,0,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2972741,130,8,0,0,0,0,8,22,47,70,3,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" 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+2197974,147,8,3,0,0,0,9,23,46,79,16,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1640534,22796,8,70,0,0,0,105,257,487,713,73,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1841649,7,8,0,0,10,20,7,16,27,36,0,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +3250848,70,4,0,12,24,42,21,83,157,247,7,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3207713,87,16,18,378,625,984,70,277,579,876,58,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2053749,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1793302,8,9,0,0,6,9,0,4,11,17,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2011101,25,8,0,0,6,6,1,3,10,12,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1851379,133,2,56,198,418,623,81,242,444,627,48,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2043572,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1729794,389,8,0,286,462,814,432,680,1427,2039,112,"No",0,0.79,0.8,0,"No","No","No","Yes","No","No" +1576739,5,4,0,0,0,0,3,5,5,6,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1257960,0,2,0,56,56,56,0,0,0,0,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +1313611,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1277189,7063,NA,0,0,0,0,17,60,82,123,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2997310,112,4,46,251,377,467,127,294,446,612,79,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1230728,27,10,18,72,126,180,9,51,90,141,26,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1709090,34,8,0,0,0,0,1,1,11,15,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1910970,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1419091,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1583185,13,12,10,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1896985,85,5,18,98,201,265,26,75,156,299,28,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1556433,19,12,0,0,0,0,0,1,2,2,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1875303,0,4,0,10,13,13,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2283022,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2982213,0,8,0,17,27,35,4,13,19,26,3,"No",0,0.8,0.79,0,"No","No","No","Yes","No","Yes" +1319508,19,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +3006340,149,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1199817,4,8,0,2,6,9,1,2,7,12,0,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1576169,-1,12,0,29,58,75,9,37,56,100,9,"No",0,0.8,0.77,1,"No","No","No","Yes","No","Yes" +1255065,8,2,0,24,24,48,3,12,23,38,4,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1179269,10,4,11,7,19,22,3,16,29,43,6,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1997114,101,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3120328,570,2,315,1552,3216,4912,531,1625,2793,3750,385,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2907412,165,8,37,400,680,1020,149,386,783,1088,143,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1456399,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.82,0,"No","No","Yes","Yes","No","No" +1532877,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1811533,677,8,0,0,0,0,1,1,1,1,2,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1970576,230,4,65,100,199,298,62,153,300,450,32,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1419826,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1653004,2,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.83,0,"No","No","No","Yes","No","No" +1231369,1,8,0,9,9,9,1,4,13,16,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2102707,0,6,0,5,8,9,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1377424,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1938680,792,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.89,0,"No","No","Yes","Yes","No","No" +2156276,54,0,0,0,0,0,1,2,8,13,2,"No",0,0,0,0,"No","No","No","No","No","No" +2162969,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1509574,15,NA,0,0,0,0,1,2,3,4,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2135605,208,9,109,244,452,712,63,279,557,761,85,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +2078590,6,8,0,0,0,0,1,1,1,2,0,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +1616270,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2166298,142,8,0,0,0,0,0,0,4,6,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1263443,11,8,0,0,0,0,0,0,0,0,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1330953,9,12,12,0,0,6,0,3,8,11,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3250533,0,8,0,54,81,135,0,0,0,0,10,"No",0,0.91,0.95,0,"No","No","Yes","No","No","No" +1943178,138,8,82,119,304,489,23,226,827,960,54,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1841130,396,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1850457,115,8,202,0,104,208,36,135,269,406,44,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3217605,14,9,4,0,0,0,2,7,12,24,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2113346,6,10,0,0,1,2,3,4,8,17,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1296613,77,2,0,60,120,240,5,12,83,97,26,"No",0,0.89,0.95,0,"Yes","No","No","Yes","No","No" +2057431,144,12,0,0,0,0,0,1,4,5,0,"No",0,0.74,0.84,0,"No","No","Yes","Yes","No","No" +2219750,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2126184,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3173072,0,2,0,20,20,40,3,8,20,35,0,"No",0,0.12,0.1,0,"No","No","Yes","Yes","No","Yes" +2183159,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1113481,27,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2217510,12,12,0,8,8,12,2,6,10,19,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +2228014,38,8,0,0,0,0,2,4,14,19,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1538464,4,8,0,1,3,5,0,1,3,4,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2088543,0,8,0,3,3,3,0,0,0,0,6,"No",0,0.97,0.95,0,"No","No","No","No","No","No" +1281630,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1565731,2,8,10,41,60,88,11,37,77,110,3,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3265791,74,4,6,64,120,200,26,87,188,235,27,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2142428,0,2,0,4,4,4,0,0,0,0,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1710188,9,8,0,29,55,100,13,39,82,105,14,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +3102876,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +1704144,405,2,197,984,2052,3192,401,1177,2113,2894,232,"No",0,0.98,0.98,1,"No","No","No","Yes","No","No" +1865863,3,8,0,51,69,90,2,20,40,62,7,"No",1,0.86,0.88,0,"No","No","Yes","Yes","No","No" +3070873,14,8,1,20,40,40,4,11,32,56,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1971102,2,9,2,0,0,0,0,1,1,1,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2269720,3,8,0,0,0,0,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2043773,11,2,1,72,108,137,11,43,76,131,12,"No",11,0.37,0.4,0,"No","No","No","Yes","No","No" +1745371,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1301118,47,8,11,60,108,158,26,71,120,178,19,"No",0,0.71,0.72,0,"No","No","Yes","Yes","No","No" +1333818,3,2,0,20,20,20,0,0,0,0,0,"No",0,0.81,0.73,0,"Yes","No","No","Yes","No","No" +1329910,7,12,10,10,20,40,1,7,10,15,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1304708,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2865163,4500,8,1375,1250,1250,3750,305,1011,1820,2505,2063,"No",0,0.64,0.68,0,"No","No","Yes","Yes","No","No" +1950256,4,8,0,0,0,0,2,2,2,4,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1188553,482,8,3,0,0,0,13,46,80,122,23,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1403945,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +3100093,11,12,0,0,12,12,0,2,4,5,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3270389,8,4,0,0,0,0,0,0,1,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1908234,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","Yes" +1930084,9,3,0,21,41,61,14,34,53,86,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1335740,51,8,24,179,318,426,22,96,186,277,63,"No",15,0.79,0.91,1,"No","No","No","Yes","No","No" +3246723,7,2,0,0,0,0,0,2,4,4,0,"No",0,0.97,0.93,0,"No","No","Yes","Yes","No","No" +2162484,96,12,5,0,50,50,9,25,68,105,22,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2021070,14,8,0,0,0,0,0,1,3,7,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1921788,221,2,0,17137,27331,38065,2599,7652,15147,15153,2411,"No",564,0.54,0.65,367,"Yes","No","Yes","Yes","No","Yes" +1247266,7,8,0,44,93,193,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1311042,2,8,0,0,0,0,1,1,1,1,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +3002661,55,2,0,0,0,20,10,22,44,74,0,"No",0,0.71,0.63,0,"No","No","No","Yes","No","No" +3040423,6,8,0,0,0,1,8,8,8,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1983659,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +3027815,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2177364,0,8,0,21,29,45,3,20,32,39,6,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1295454,18,8,0,18,36,36,5,13,24,34,2,"No",0,0.59,0.39,0,"No","No","No","Yes","No","Yes" +1564595,24,4,0,0,0,0,0,0,0,1,2,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2158851,4,9,0,0,0,0,1,1,1,2,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3224801,3,0,0,6,6,10,1,1,8,11,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1989343,0,4,0,5,7,9,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1583842,0,4,0,5,5,5,1,1,1,1,0,"No",1,0.68,0.66,0,"Yes","No","Yes","Yes","No","Yes" +1276531,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1916956,9,2,0,0,0,0,0,1,1,1,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1452880,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.6,0,"Yes","No","No","Yes","No","No" +1259817,11,12,8,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1810444,0,2,0,146,186,186,2,6,6,6,11,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +2122167,172,2,0,0,0,0,0,0,0,2,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1722213,1059,8,0,0,975,1950,94,511,1769,2458,149,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +3219112,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1654705,3,2,0,11,22,33,2,11,21,27,0,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","Yes" +1697062,2,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1605207,-1,2,0,8,8,12,4,7,7,7,0,"No",0,0.33,0.59,1,"No","No","No","Yes","No","Yes" +3127648,5,4,0,5,7,9,0,2,4,5,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2250039,427,15,0,0,0,0,1,56,142,233,90,"No",0,1,0.58,0,"No","No","No","Yes","No","No" +1971881,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1847882,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2175135,31,2,0,0,0,0,2,5,16,25,3,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +1709072,155,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1857762,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1730159,97,NA,10,0,0,0,45,126,270,448,61,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1928984,16,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1466264,2805,8,0,0,0,600,30,395,1083,1374,373,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1115930,3,8,0,36,64,100,13,34,65,91,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +2835124,45,2,0,0,0,0,0,0,0,100,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1538388,0,12,0,500,500,500,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3225355,127,8,0,0,0,0,0,2,6,11,0,"No",0,0.95,0.95,0,"Yes","No","Yes","No","No","No" +1759081,7,2,0,5,10,15,4,6,15,21,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1404670,-1,8,0,18,18,18,1,6,16,21,1,"No",0,0.14,0.32,1,"No","No","No","Yes","No","Yes" +3033869,74,2,12,28,56,73,9,29,62,99,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1446333,285,0,8,0,0,0,15,34,78,117,22,"No",0,0,0,0,"No","No","Yes","No","No","No" +2101738,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1507027,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2066093,14,8,0,21,21,37,7,14,31,50,6,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2212867,5804,4,3692,6600,13200,19800,1887,5705,11543,19785,1714,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2170437,107,2,0,0,0,0,1,7,10,14,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2855828,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.85,0.72,0,"Yes","No","No","Yes","No","Yes" +1773477,630,8,1505,156,671,931,326,995,2199,3519,195,"No",0,0.8,0.8,0,"Yes","No","No","Yes","No","No" +3177744,21,2,0,0,0,0,0,0,0,4,2,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1840207,4,8,0,0,2,5,0,1,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1992750,27,2,0,0,0,0,3,8,20,26,1,"No",0,0.43,0.23,0,"Yes","No","Yes","Yes","No","No" +1821541,5,8,0,9,21,29,7,15,27,50,4,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2084909,40,8,9,31,71,101,8,62,102,195,21,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1948349,145,9,0,0,0,0,1,1,2,6,9,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +2811103,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1363950,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"Yes","No","No","Yes","No","No" +3157070,0,2,23,0,17,21,0,0,0,0,0,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","No" +3144427,100,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1791612,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1522311,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3281253,162,2,1,66,132,198,18,60,138,209,31,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1191342,139,4,0,0,122,183,11,60,138,245,23,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1415610,3,8,0,0,1,2,0,1,2,4,3,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1973147,2,8,0,0,1,2,0,1,1,1,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2248527,141,10,0,0,0,75,14,43,97,138,26,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2971755,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1800916,554,2,2,0,0,0,14,50,92,131,22,"No",0,0.91,0.79,0,"No","No","Yes","Yes","No","No" +3153288,10,8,0,0,0,2,1,9,10,13,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1986736,22,8,0,187,295,391,29,111,207,300,31,"No",24,0.61,0.57,1,"No","No","Yes","Yes","No","Yes" +2124371,9,8,0,0,1,4,1,4,11,17,0,"No",0,0.77,0.64,0,"No","No","No","Yes","No","No" +2135872,1465,NA,532,0,0,0,3267,8744,15022,24272,1679,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1656055,17,2,3,0,0,0,2,3,4,4,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +1531988,7,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2988153,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1118907,96,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1309497,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1547977,8,8,0,30,53,82,8,25,41,68,0,"No",0,0.67,0.62,0,"No","No","No","Yes","No","No" +1898234,4,9,1,1,3,7,1,7,12,13,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3177962,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1969505,3,9,0,3,3,3,0,7,16,19,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +3267916,186,NA,60,0,0,0,170,293,487,773,98,"No",0,-99,-99,0,"No","No","No","No","No","No" +1450982,6,8,0,0,0,0,0,0,1,4,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1241761,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2976337,528,8,49,582,582,582,45,185,560,903,99,"No",182,0.66,0.66,0,"Yes","No","No","Yes","No","No" +1615324,15,12,0,0,4,4,5,11,21,29,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2200753,18,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3187194,4,12,0,0,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1379909,25,8,0,0,0,0,0,1,4,12,1,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1594638,0,12,0,8,11,14,0,2,5,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1439537,39,9,10,0,0,0,2,2,3,12,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1641379,1019,2,600,0,600,1200,522,680,1078,2096,285,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1911765,10,8,0,0,0,0,0,1,1,1,1,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +2236339,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.81,0,"Yes","No","Yes","Yes","No","No" +1291229,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +2181994,87,NA,0,0,0,0,2,4,9,11,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2244584,13,4,19,7,22,31,9,33,50,73,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3224866,4,8,0,0,0,0,1,1,1,2,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1290619,3,8,0,0,0,2,5,8,23,35,1,"No",0,0.99,0.84,0,"No","No","No","Yes","No","Yes" +1250022,70,8,0,404,404,404,87,223,328,452,19,"No",0,0.83,0.83,0,"No","No","No","Yes","No","Yes" +1896864,4118,12,0,21,21,21,1,4,10,234,0,"No",21,-99,0.5,0,"No","No","No","Yes","No","No" +1263191,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +3002235,277,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2820547,1,8,0,96,192,288,23,71,115,215,13,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +2153782,0,4,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1660563,0,8,0,3,5,6,1,4,4,5,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1838335,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2307284,60,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +1193735,1,8,0,6,8,11,0,7,11,11,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1843023,1,8,0,0,1,1,0,0,1,1,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +2933921,14,8,17,0,0,0,2,5,15,21,2,"No",0,0.31,0.27,0,"No","No","No","Yes","No","No" +3016931,62,8,0,0,0,0,0,0,1,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1941025,0,8,0,207,207,207,0,0,0,0,5,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2960867,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.2,0.5,0,"No","No","No","Yes","No","No" +1723179,19,2,0,0,0,0,0,0,12,16,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2216650,450,8,81,234,708,1098,125,426,988,1480,102,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2304918,26,0,0,0,0,0,3,4,7,8,1,"No",0,0,0,0,"No","No","No","No","No","No" +1993192,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2887633,3,8,0,0,0,0,0,1,2,2,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +3112412,18,12,0,0,0,0,2,2,8,9,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1121696,5,3,0,5,8,8,4,4,4,4,0,"No",0,0.5,0.39,0,"Yes","No","Yes","Yes","No","Yes" +1203988,3106,8,0,0,0,0,1,1,1,1,12,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1315670,4,2,2,0,2,2,0,0,0,0,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1593872,0,8,0,5,5,5,0,0,0,0,1,"No",0,0.2,0.31,0,"Yes","No","No","Yes","No","Yes" +1170942,0,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2068934,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","Yes","Yes","No","No" +1244220,4,9,0,0,0,2,4,5,5,7,0,"No",0,0.67,0.8,0,"No","No","No","Yes","No","No" +1350481,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +1570169,18,12,20,36,52,76,0,22,49,65,18,"No",0,0.78,0.78,0,"Yes","No","Yes","No","No","Yes" +1427135,68,2,0,0,0,0,1,7,17,28,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +3252366,4,2,0,0,2,4,0,3,5,6,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3230400,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1274024,-1,8,0,137,209,281,47,114,158,223,0,"No",0,0.91,0.84,1,"No","No","No","Yes","No","Yes" +2085669,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1473528,0,12,0,6,6,6,0,1,3,5,0,"No",1,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2133964,935,8,75,750,1500,2000,257,798,1506,2553,325,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1986033,8,8,0,0,0,0,0,1,3,4,0,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +3192368,2940,8,0,0,0,0,52,256,492,731,88,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +2172120,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2024296,10,12,0,12,17,27,3,17,34,47,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2820471,526,12,0,0,0,0,1,1,1,1,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1134663,22,2,0,0,0,0,0,0,0,1,0,"No",0,0,0.1,0,"Yes","No","Yes","Yes","No","No" +1136481,0,2,0,0,0,0,4,5,5,5,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1891771,48,8,0,0,0,0,4,12,40,63,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2253154,3,8,0,0,0,0,0,0,3,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1935847,2,8,0,99,99,99,1,10,18,25,0,"No",0,0,0.18,0,"No","No","No","Yes","No","Yes" +1513026,0,NA,0,0,0,0,1,18,40,84,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1277955,2,8,0,0,1,2,0,1,2,8,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1875939,8,8,2,0,0,0,0,4,11,14,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2194727,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +1847974,288,3,0,0,0,0,16,24,24,32,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3170542,30,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2827121,8,8,90,90,180,270,41,104,180,226,35,"No",0,0.81,0.78,20,"No","No","No","Yes","No","No" +1465519,47,2,0,28,70,112,7,23,42,43,2,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1595453,0,2,0,0,0,0,1,3,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1919304,825,8,0,800,800,1600,0,0,0,0,0,"No",0,0.85,0.72,0,"No","No","No","Yes","No","No" +2291384,6,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +2809880,10,2,1,0,0,0,0,2,3,3,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3207074,12,2,0,0,0,0,0,0,1,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2948344,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.63,0,"No","No","No","Yes","No","No" +1519489,16,8,6,67,119,189,19,75,133,191,28,"No",1,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2900116,60,2,0,27,52,52,4,31,49,80,24,"No",0,1,1,0,"No","No","No","Yes","No","No" +1695999,199,NA,0,0,0,0,0,1,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2822324,40,9,0,1,1,1,0,5,10,10,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2881595,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +2917115,0,8,0,6,8,11,0,2,8,10,0,"No",0,0.64,0.48,0,"No","No","No","Yes","No","Yes" +1598412,41,8,0,36,36,36,3,10,33,66,10,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1641568,2545,8,2200,0,0,0,70,436,941,1443,176,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1558896,0,8,0,24,44,60,1,13,16,26,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","Yes" +2207174,1,8,0,2,5,7,0,5,7,8,2,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1828199,17,12,1,0,0,0,5,8,15,24,1,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +1430660,19,12,0,0,0,0,0,0,1,3,0,"No",0,0.69,0.79,0,"No","No","No","Yes","No","No" +1890763,16,2,12,36,96,144,9,44,78,107,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1763189,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1789103,43,4,0,0,0,0,1,1,2,3,0,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1204690,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1523392,0,8,0,4,6,8,1,3,3,5,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +1562668,0,3,0,880,1884,1884,2,3,3,3,90,"No",0,0.54,0.7,1,"No","No","Yes","Yes","No","Yes" +1351040,2,12,0,0,0,0,1,1,1,1,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","No" +1740019,2,8,0,15,23,31,0,6,13,18,0,"No",7,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2845780,126,10,0,0,0,0,8,24,55,82,17,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1265983,669,NA,0,0,0,0,1,16,16,16,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1437693,13,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3252463,3,10,0,0,0,0,1,1,1,1,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1767349,17,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1983835,10,9,0,0,0,0,1,1,2,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1633833,190,8,8,0,75,150,48,97,187,320,68,"No",0,0.57,0.74,0,"No","No","No","Yes","No","No" +1656618,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +3162283,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3064451,27171,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1578716,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +3018217,107,8,5,108,204,324,31,99,166,238,50,"No",0,1,1,0,"No","No","No","Yes","No","No" +3202878,5,NA,0,0,0,0,1,3,9,19,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1701091,13,9,42,5,17,29,33,46,89,113,11,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1327011,6,8,0,0,0,0,1,1,1,1,1,"No",0,0.8,0.92,0,"No","No","No","Yes","No","No" +2824989,3,4,0,1,1,1,9,18,38,42,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2227879,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1863516,66,8,0,0,0,0,0,0,4,4,1,"No",0,0.57,0.77,0,"No","No","No","Yes","No","No" +3039138,456,8,22,0,178,178,102,248,423,672,104,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1552680,3,9,0,0,1,3,1,1,2,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2133623,0,2,0,4,8,8,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","Yes" +2873895,75,NA,0,0,0,0,10,14,19,27,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1958096,89,NA,0,0,0,0,4,19,58,125,20,"No",0,-99,-99,0,"No","No","No","No","No","No" +3045924,7,16,0,0,0,0,0,0,1,2,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2181685,12,2,2,120,232,360,36,65,75,75,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2071343,43,2,0,0,0,0,0,1,1,2,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1414252,18,0,0,86,168,252,11,62,125,179,0,"No",0,0.93,0.86,0,"No","No","No","No","No","Yes" +2304585,82,9,45,40,120,200,20,79,154,239,32,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3266740,18,2,0,0,0,0,153,395,609,652,0,"No",0,0.95,0.96,0,"Yes","No","Yes","Yes","No","No" +2190240,14,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3165299,95,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1128154,1,12,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +3051870,2671,2,0,0,0,0,14,69,108,125,7,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1136492,1,8,0,20,44,56,5,15,31,53,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1917465,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1550516,62,8,15,24,64,96,15,44,99,150,29,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2112622,209,2,0,0,0,0,11,34,61,87,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3033111,9,8,0,0,0,0,1,2,5,6,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2963047,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.32,0,"No","No","No","Yes","No","No" +1166859,81,2,0,0,0,0,1,2,2,3,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1068628,10,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2881667,7,2,0,4,8,12,2,4,11,15,1,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2811625,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2931005,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3144717,494,2,225,1302,2464,3766,470,1322,2151,2909,506,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +1595634,46,NA,0,0,0,0,0,12,20,27,20,"No",0,-99,-99,0,"No","No","No","No","No","No" +1769523,36,8,1,59,129,193,18,61,122,180,25,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1207582,4,12,0,0,0,0,1,1,2,2,1,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","Yes" +1217789,114,9,4,152,257,397,54,258,443,589,35,"No",0,0.69,0.68,5,"No","No","No","Yes","No","No" +2974711,310,4,187,211,373,481,123,288,565,835,57,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2151716,23,8,0,14,28,42,4,9,18,36,8,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1695444,1,NA,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1325797,2,8,0,12,19,26,0,3,11,17,15,"No",0,0.96,0.93,0,"Yes","No","No","Yes","No","Yes" +1605315,21,9,0,0,0,0,2,2,4,5,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2075282,6,8,0,0,1,3,1,3,5,9,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1704354,2,8,0,5,5,5,0,1,1,1,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2967223,6,2,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2295290,59,8,0,40,120,160,32,70,151,288,5,"No",0,0.52,0.76,0,"No","No","No","Yes","No","No" +2849050,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2038674,1,8,0,3,5,6,0,4,5,6,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1479112,6,11,1,20,20,24,4,33,52,67,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +3035373,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1790641,4,8,0,0,0,4,1,4,4,4,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +3244301,88,8,20,18,75,113,19,54,109,164,28,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1410697,0,8,0,12,12,12,2,6,10,14,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1529061,0,8,0,64,115,157,0,0,0,0,11,"No",0,0.65,0.4,0,"Yes","No","Yes","No","No","Yes" +1341361,17,8,6,0,0,12,1,3,13,18,1,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1112884,117,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.74,0,"No","No","No","Yes","No","No" +1146556,2,8,0,0,0,0,0,3,5,5,1,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","No" +2131420,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2187120,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.87,0,"No","No","No","Yes","No","No" +2157475,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","No" +1275481,1,9,0,1,1,2,0,0,1,2,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1619929,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2220536,14,9,13,14,28,42,4,16,30,41,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1363962,3,8,0,11,11,11,0,2,3,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2939736,4,0,5,75,100,125,5,39,77,101,4,"No",0,0,0,1,"No","No","No","No","No","Yes" +1835729,9,8,0,28,46,70,8,28,50,79,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1326955,46,9,6,18,47,78,9,28,66,99,15,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1927875,7,8,11,12,27,39,6,22,35,54,7,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1911507,149,3,267,522,882,1278,183,508,875,1223,143,"No",18,0.43,0.46,4,"No","No","Yes","Yes","No","No" +2204973,0,8,0,30,45,60,2,13,29,43,0,"No",0,0.29,0.26,0,"No","No","Yes","Yes","No","Yes" +1583956,4622,8,1,0,0,0,8,29,51,80,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3173522,3,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2907940,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3044631,-12,8,0,25,33,41,25,30,39,88,3,"No",0,0.95,0.96,12,"No","No","No","Yes","No","Yes" +2235332,3975,52,0,0,3000,3000,0,0,0,0,26,"No",0,0,0,0,"No","No","No","Yes","No","No" +1965118,574,8,31,0,0,1280,66,191,361,544,69,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2978755,10,9,8,10,23,36,2,14,25,29,5,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1651894,10,2,0,0,0,0,1,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1235299,12181,8,9,0,0,0,9,38,76,119,23,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1453694,2,8,1,34,59,89,11,29,52,69,5,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1860907,62,3,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2127824,50,4,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.65,0,"Yes","No","No","No","No","No" +1469597,27,4,0,0,23,46,3,10,16,26,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2921703,1,8,0,2,3,4,1,2,3,4,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +3094199,62,2,14,70,102,134,22,52,97,160,25,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1117701,7,2,0,5,10,15,2,6,15,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1504927,3,8,0,4,8,12,2,3,8,13,0,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1351419,286,8,21,240,400,480,70,186,380,757,110,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1299852,40,8,0,0,0,0,1,11,20,28,0,"No",0,0.84,0.69,0,"No","No","No","Yes","No","No" +1302373,450,8,168,1260,2268,2928,638,1401,2754,4665,501,"No",0,0.98,0.63,0,"No","No","No","Yes","No","No" +1510148,1,12,0,8,12,16,0,6,9,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3051818,3581,4,1730,6000,6000,6000,734,1969,4083,5758,584,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" 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+1760477,758,8,0,0,0,108,54,194,367,517,38,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2218305,38,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1976541,5,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1162773,23,8,0,0,0,0,2,4,8,13,4,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","No" +1295463,15,4,21,21,49,63,1,18,36,74,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1632912,48,4,0,0,0,0,0,0,0,2,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1338698,368,2,226,686,1421,2058,243,730,1436,2227,243,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1736465,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1246497,7,4,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1367903,2,12,0,1,1,2,0,1,2,3,0,"No",0,0.78,0.78,0,"Yes","No","Yes","No","No","No" +3088480,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1479341,29,8,0,0,0,0,4,10,18,32,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3168157,6,8,0,0,1,1,0,1,3,6,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1543356,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1916854,7,8,1,4,10,13,4,7,15,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2241535,24,2,0,0,0,0,0,1,1,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1225570,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.68,0,"Yes","No","Yes","Yes","No","No" +1207445,11,8,1,0,12,12,5,13,26,37,12,"No",0,0.86,0.81,0,"No","No","No","Yes","No","Yes" +3256379,73,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1257371,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1811726,47,2,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3238622,766,12,251,348,873,1098,134,534,1062,1595,142,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2031389,6,2,0,0,0,0,1,2,2,3,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +3164878,259,8,35,320,640,880,115,336,585,924,135,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2083455,18,12,10,0,0,0,1,3,5,6,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1449281,36,8,0,0,0,0,4,9,30,44,36,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1232773,2,8,0,2,4,6,2,4,4,7,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1722697,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1447938,0,8,0,233,383,383,0,0,0,0,15,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +2235520,521,2,268,720,1520,2480,306,1099,1806,2416,276,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1839442,73,12,0,0,0,0,0,5,12,15,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +2959702,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1214157,39,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1263111,7,8,2,8,11,18,2,8,18,30,0,"No",0,0.96,0.94,0,"Yes","No","No","No","No","No" +2089471,0,2,0,8,8,8,0,0,0,0,2,"No",0,0.03,0.09,0,"Yes","No","Yes","Yes","No","Yes" +1720688,1504,NA,0,0,0,0,5,13,27,42,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3061731,41,8,0,0,0,0,0,0,0,0,1,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +1626807,134,52,0,0,0,0,1,1,1,2,1,"No",0,0.76,0.72,0,"Yes","No","No","No","No","No" +3211797,71,17,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1536666,45,8,0,0,0,0,1,4,7,13,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2875715,320,8,118,209,457,581,21,159,353,604,162,"No",0,0.76,0.81,0,"No","No","No","Yes","No","No" +1737134,64,9,0,0,0,0,0,3,3,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2930326,34,8,0,28,56,84,10,34,79,109,5,"No",0,0.49,0.74,0,"No","No","No","Yes","No","No" +1315776,1,8,0,3,7,9,0,4,6,9,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1982889,0,9,0,1,1,1,1,1,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1794410,0,8,0,4,4,6,2,2,4,4,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1907505,44,8,0,0,0,0,10,22,42,74,3,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2294988,3,4,4,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1233317,0,2,0,23,40,47,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1552227,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.89,0.89,0,"No","No","Yes","Yes","No","No" +2195843,67,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +2045761,56,8,0,0,0,0,0,0,0,0,2,"No",0,0.46,0.59,0,"No","No","No","Yes","No","No" +1305192,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +1963626,4,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +2976386,0,8,0,5,8,11,2,5,6,7,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +3056986,1,8,0,0,1,1,1,1,2,2,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +2023224,197,8,102,390,698,954,97,301,581,940,228,"No",0,0.96,0.96,1,"No","No","Yes","Yes","No","No" +2190793,39,8,0,32,96,160,16,60,147,217,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1948182,18,2,0,0,0,0,0,0,3,5,0,"No",0,0.87,0.84,0,"Yes","No","No","Yes","No","No" +2292430,140,2,35,119,214,309,30,101,230,325,37,"No",0,1,1,0,"No","No","No","Yes","No","No" +3274749,155,8,138,0,126,252,20,100,225,333,50,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1580384,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1883683,2,8,0,4,7,9,5,10,15,16,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2841897,63,NA,0,0,0,0,0,0,2,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1144236,5,4,0,4,6,9,3,6,11,13,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1719352,86,2,0,0,0,0,2,4,4,4,1,"No",0,1,0.52,0,"Yes","No","No","Yes","No","No" +2136389,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2069192,5,8,0,0,0,0,1,1,2,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3201449,4,4,2,2,4,8,0,2,8,12,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2102364,8,3,0,0,0,0,0,0,0,1,1,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +1939673,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +2205153,14,4,0,0,3,3,0,2,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3102067,61,8,0,0,0,0,2,7,9,17,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1373060,22,52,0,0,0,0,0,0,0,1,2,"No",0,0.05,0.08,0,"Yes","No","No","Yes","No","No" +1148252,12,8,5,12,12,24,3,6,10,19,12,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +2839013,11,8,0,0,0,0,89,91,94,102,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1135310,52,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2977404,31,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1539929,23,8,0,0,36,36,6,13,25,39,41,"No",0,0.95,0.92,0,"No","No","Yes","Yes","No","No" +3249388,873,2,18,476,952,1428,199,546,1371,2098,182,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1220089,26,2,0,0,0,0,2,2,8,8,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2052024,29,8,0,0,5,5,3,7,12,16,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2952507,83,8,0,0,0,0,5,14,37,56,7,"No",0,0.38,0.51,0,"No","No","No","Yes","No","No" +2235056,192,8,1,29,60,60,0,1,3,5,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1525082,10,8,0,0,0,0,8,23,35,52,2,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +1428468,3,8,0,3,6,9,3,3,3,8,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +3118806,30,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1481855,2,8,0,7,11,18,2,9,12,15,4,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +3040190,15,8,0,0,0,0,0,1,1,1,0,"No",0,0.21,0.34,0,"No","No","No","Yes","No","No" +2100673,6,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"No","No","Yes","Yes","No","No" +1430740,164,12,4,0,0,0,14,41,80,130,20,"No",0,0.71,0.61,0,"No","No","No","Yes","No","No" +1328903,35,2,0,0,0,0,0,8,8,8,2,"No",0,0.45,0.69,0,"Yes","No","No","Yes","No","Yes" +1182896,-7,12,0,10,11,11,0,3,6,8,5,"No",0,0.73,0.69,7,"No","No","No","Yes","No","Yes" +1449494,87,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1975299,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1572255,3,9,0,3,6,9,0,4,6,8,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1603346,211,4,0,419,419,419,10,14,19,19,0,"No",0,0.61,0.61,0,"No","No","Yes","Yes","No","No" +1677742,68,8,4,38,92,110,17,60,127,185,24,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1376974,7,12,0,11,23,35,2,14,29,36,0,"No",1,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2869813,140,8,56,84,196,252,44,125,246,368,36,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1776085,0,2,0,6,8,8,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2817503,9,9,0,0,0,0,1,2,2,2,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3199715,8,2,0,10,10,10,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +1686465,386,13,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2803700,4,2,0,0,0,0,0,0,2,2,0,"No",0,0.68,0.68,0,"No","No","No","Yes","No","No" +2998322,20,2,0,0,0,0,4,7,10,18,2,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1269178,0,8,0,40,60,80,4,17,29,47,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3278449,164,16,88,72,120,192,21,101,207,304,41,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2844876,74,8,27,56,94,171,48,108,159,205,32,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1656473,72,8,50,51,51,51,13,46,95,159,14,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +1798949,11,8,0,0,0,0,0,1,5,11,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2034061,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3040269,35,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1343072,43,4,0,0,0,0,0,0,2,2,1,"No",0,1,0.81,0,"Yes","No","No","Yes","No","No" +2802166,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","Yes","Yes","No","No" +2096508,73,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1711122,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1651198,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1416300,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2245141,18,12,0,0,0,0,0,0,1,1,1,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +2847117,2,2,0,3,3,3,0,2,2,3,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1179756,0,8,0,3,4,5,2,3,4,5,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","Yes" +1473143,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1489827,14,2,0,72,72,72,0,0,0,0,0,"No",0,0.93,0.94,0,"Yes","No","No","Yes","No","No" +3066397,7,8,0,0,0,0,0,0,0,11,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2304865,125,8,0,95,207,298,32,109,237,367,33,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1819601,6,3,0,0,0,0,0,0,1,1,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +2188693,5,2,0,1,4,8,2,4,4,4,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","Yes" +1845215,13,2,0,21,35,70,5,22,56,75,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1285103,13,52,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.87,0,"Yes","No","No","No","No","No" +1503924,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3002578,103,9,0,0,48,48,14,38,82,133,23,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2849555,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1610053,606,8,10,220,220,220,62,163,220,353,88,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1743595,31,8,0,14,35,56,10,17,26,54,19,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1271588,10,8,0,0,0,0,0,0,1,2,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1641938,3,8,0,7,7,12,0,3,5,11,5,"No",1,0.28,0.28,0,"No","No","No","Yes","No","No" +2944885,538,20,68,0,500,1000,677,2129,3959,6067,141,"No",0,0.92,0.9,1,"Yes","No","No","No","No","No" +3155268,0,2,0,174,254,334,0,0,0,0,12,"No",0,0.41,0.59,0,"No","No","No","Yes","No","No" +2985936,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1869118,47,4,0,0,0,0,0,0,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1970344,18,0,0,0,0,0,0,0,1,3,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2176491,0,2,0,17,29,33,0,0,0,0,3,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1165210,32,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3006147,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3071980,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1225093,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +3237365,4,2,0,10,10,10,2,8,11,11,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1325823,363,8,182,0,0,0,39,104,196,322,37,"No",0,0.98,0.73,0,"No","No","No","Yes","No","No" +1614347,10,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1766088,3,8,0,12,12,12,0,3,5,5,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +3147049,0,8,0,15,25,35,6,14,22,34,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","Yes" +2290234,189,8,3,108,216,324,31,163,350,552,51,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2983373,46,8,20,40,80,120,3,37,66,95,10,"No",20,0.56,0.24,0,"No","No","No","Yes","No","No" +2922935,1,2,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.72,0,"No","No","No","Yes","No","No" +1144657,1598,8,1405,1848,3326,4366,869,1906,2955,3549,542,"No",0,1,0.99,26,"No","No","No","Yes","No","No" +1577549,1038,4,0,0,0,0,4,72,127,132,0,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2095086,5,4,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2185365,3,8,0,4,7,8,0,3,4,6,0,"No",0,0.32,0.66,0,"No","No","No","Yes","No","No" +1317306,72,8,1,0,80,110,14,51,133,195,12,"No",0,0.87,0.71,0,"No","No","No","Yes","No","No" +1260638,0,8,0,15,21,33,4,8,14,24,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","Yes" +1811653,1,3,0,10,15,25,1,7,11,15,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1270603,1,2,1,1,4,6,1,3,6,8,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1728088,74,8,0,0,0,0,2,7,14,17,2,"No",0,0.89,0.94,0,"No","No","Yes","Yes","No","No" +1121507,4,3,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +1603551,-2,12,0,20,20,20,1,4,11,25,50,"No",0,0.74,0.74,2,"No","No","No","Yes","No","Yes" +2268605,16,2,0,60,60,60,0,0,16,16,1,"No",0,0.9,0.87,0,"Yes","No","No","Yes","No","No" +2018063,112,2,21,0,102,204,26,50,149,228,30,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3167932,54,12,0,0,0,0,0,3,10,26,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1492580,10,8,0,84,84,84,6,9,20,30,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1785537,188,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2051655,171,4,0,0,0,0,67,82,82,82,30,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +2198011,0,8,0,200,320,440,13,63,197,326,60,"No",0,0,0,1,"No","No","No","No","No","Yes" +1185563,756,4,0,0,0,0,0,0,1,11,3,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2162442,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1211372,92,9,0,0,0,0,4,8,16,27,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1154389,50,8,39,64,152,196,53,174,349,574,31,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1344137,4,12,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3187136,3,12,0,6,10,14,1,5,7,10,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2279181,48,8,8,52,52,52,11,38,64,111,13,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3160455,1,8,0,2,3,3,0,1,1,1,0,"No",0,0.33,0.21,0,"No","No","No","Yes","No","No" +3199585,285,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2199194,2,2,0,4,4,4,4,11,11,11,0,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","Yes" +2802503,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2237828,13,NA,0,0,0,0,264,393,395,395,43,"No",0,-99,-99,20,"No","No","No","Yes","No","No" +3195820,4,9,0,0,0,0,0,0,2,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2006968,0,NA,10,0,0,0,0,0,0,4,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2028287,251,8,58,168,364,532,63,241,559,867,76,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1831463,-100,8,0,540,540,540,70,180,457,823,125,"No",0,0.14,0.14,100,"No","No","No","Yes","No","Yes" +2100442,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +3232837,8,2,0,0,0,3,0,2,5,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2842196,5,8,0,0,0,0,6,12,19,33,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1196664,351,2,132,264,396,660,69,236,445,561,71,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1698601,7,2,6,24,52,76,11,27,59,90,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2154038,45,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3119883,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2312486,38,2,0,0,0,0,1,5,16,23,1,"No",0,0.95,0.85,0,"No","No","No","Yes","No","No" +1293119,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2276082,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1407418,0,12,2,2,5,6,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2258501,470,8,203,0,0,0,37,120,248,381,42,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1574107,68,NA,0,0,0,0,3,11,19,32,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3096072,16,8,0,0,0,0,0,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1504601,0,14,0,3,6,8,2,4,5,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1309775,14,NA,0,0,0,0,3,5,6,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1686896,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1169710,9,2,0,0,0,0,1,10,17,22,2,"No",0,0.9,0.79,0,"No","No","No","Yes","No","No" +2989073,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3134072,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +3039958,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1411183,2,8,0,0,2,3,1,2,4,4,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1244019,0,2,0,111,111,111,1,4,7,15,21,"No",0,0.1,0.04,0,"Yes","No","Yes","Yes","No","Yes" +1589998,78,20,0,0,0,0,0,0,3,11,2,"No",0,0.64,0.77,0,"No","No","No","Yes","No","No" +1271349,10,2,1,12,32,68,10,25,48,70,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","Yes" +3017971,2,8,1,4,7,11,2,6,7,9,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2145549,17,8,1,187,295,391,23,108,202,297,30,"No",0,0.53,0.54,1,"No","No","Yes","Yes","No","Yes" +2173310,198,NA,0,0,0,0,0,2,6,11,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1172101,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +3039535,28,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1421121,11,8,0,0,0,2,0,4,11,14,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1720828,0,8,6,0,4,6,1,3,7,10,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1153748,1,8,0,2,4,5,1,4,5,6,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1808165,0,8,0,60,60,80,0,1,67,69,0,"No",0,0,0,0,"Yes","Yes","No","Yes","No","Yes" +3032010,169,8,3,0,0,360,22,60,85,153,39,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1694536,530,8,223,800,1360,1960,252,729,1501,2424,221,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1920266,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.78,0,"No","No","Yes","Yes","No","No" +2054188,44,2,0,0,0,0,2,3,3,4,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3059170,11,8,0,0,0,0,0,3,5,5,0,"No",0,0.98,0.87,0,"No","No","Yes","Yes","No","No" +2824402,4995,52,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.75,0,"Yes","No","No","No","No","No" +1813414,0,2,0,4,5,5,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +1859543,740,12,60,750,1500,2250,184,650,1284,1831,230,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +3079144,1343,8,25,1532,3292,4700,19,1502,2571,4639,23,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2195451,15,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1507652,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1272741,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +2268544,1012,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.76,0,"No","No","No","Yes","No","No" +2135431,14,8,0,0,0,0,3,9,12,18,4,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1644477,1,9,0,1,2,3,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1142329,491,8,0,0,0,0,48,132,292,490,42,"No",0,0.5,0.37,0,"No","No","No","Yes","No","No" +2155617,50,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +3143226,55,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2821393,75,9,48,21,84,168,41,116,176,211,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3282948,16,12,0,9,29,58,1,3,12,24,3,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +2269740,10,9,0,0,6,12,1,7,19,29,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3204875,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1496114,24,12,0,0,0,0,2,2,14,26,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2089447,122,8,20,60,180,330,2,63,177,198,33,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2108267,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3223223,22,NA,0,0,0,0,0,3,20,35,2,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3086798,26,14,0,0,0,0,0,3,6,9,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1560611,10,8,5,21,41,65,14,32,53,76,7,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1195029,8,8,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1986902,8,2,0,0,4,6,11,22,31,40,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2066536,10,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2175272,3,9,0,0,2,4,1,2,3,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2001760,92,2,0,288,504,648,98,264,484,714,121,"No",0,0.61,0.57,1,"No","No","Yes","Yes","No","Yes" +2122739,9,8,0,0,0,0,0,1,1,1,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +1293513,38,8,0,0,0,0,2,6,10,18,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1554019,1,8,0,5,7,11,2,3,5,9,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2100682,51,2,0,0,0,0,1,2,2,2,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +3080021,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1769386,55,8,0,0,0,0,3,10,21,25,2,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1822366,259,8,241,0,0,0,3,15,45,70,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1309552,0,2,0,540,540,540,0,0,0,0,8,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","Yes" +1131896,3,8,0,14,14,21,5,9,15,24,3,"No",0,0.9,0.92,0,"No","No","No","Yes","No","Yes" +2281510,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2825310,0,8,0,200,300,350,28,93,183,294,28,"No",0,0.53,0.54,1,"No","No","Yes","Yes","No","Yes" +1431692,-1,8,0,5,7,8,1,3,4,6,1,"No",0,0.85,0.56,1,"No","No","Yes","Yes","No","Yes" +2201532,467,9,0,0,0,0,0,0,0,3,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1227770,0,2,0,31,31,31,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1759371,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1306613,121,8,32,96,168,240,26,73,177,278,35,"No",0,0.59,0.59,0,"No","No","No","Yes","No","No" +2034947,4,8,0,20,40,60,6,15,19,29,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +2140573,4,2,4,35,35,35,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2862861,0,2,0,18,18,18,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","Yes" +1429979,25,8,0,0,0,0,0,2,4,6,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2169145,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2031965,20,2,0,0,0,20,2,8,23,29,1,"No",0,0.97,0.98,0,"No","No","No","No","No","No" +1388309,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1672366,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1836285,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1970610,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2844619,7,4,0,0,0,0,3,11,17,18,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2044728,83,8,2,192,288,384,27,145,259,412,43,"No",0,0.1,0.25,0,"No","No","No","Yes","No","No" +1385197,42,9,22,102,158,186,9,37,106,182,6,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1780579,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1683158,5,2,0,0,0,0,0,0,0,1,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1256211,14,8,0,50,50,100,4,20,40,53,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2193738,4491,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1800562,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1359045,294,8,7,0,0,0,12,32,62,95,30,"No",0,0.55,0.62,0,"No","No","No","Yes","No","No" +1609342,215,8,0,0,0,0,22,45,97,157,7,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1252106,0,4,0,53,53,53,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +2135626,2,9,0,0,3,3,0,1,2,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1808954,25,8,0,0,0,0,2,7,12,19,2,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2168583,120,8,0,0,0,0,16,51,144,252,10,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +3131636,7,2,0,50,50,50,4,8,16,21,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2993327,7,NA,3,0,0,0,1,12,35,61,7,"No",0,-99,-99,0,"No","No","No","No","No","No" +1195841,3,2,0,0,0,0,0,3,4,4,1,"No",0,0.63,0.64,0,"Yes","No","No","Yes","No","No" +2011514,127,2,0,0,0,0,9,31,66,210,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2908258,62,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +1396309,14,8,10,18,27,45,2,9,30,40,2,"No",0,0.76,0.82,0,"No","No","No","Yes","No","No" +3140767,526,8,225,847,1960,3038,227,845,1943,3066,241,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3243237,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3106617,139,9,0,0,0,0,1,3,4,5,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1518748,18,8,0,0,0,0,1,1,5,7,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2989062,1,2,0,1,2,2,0,1,1,2,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1983204,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1374580,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3090841,0,2,0,17,17,17,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","Yes" +1415643,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1511949,0,12,0,29,29,32,0,13,39,55,6,"No",0,0.22,0.26,0,"No","No","No","Yes","No","Yes" +1972781,37,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1160321,104,8,18,213,381,525,57,170,329,583,68,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1999539,1146,52,0,0,0,0,5,10,13,21,5,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1310653,7,10,0,10,26,40,1,8,22,34,0,"No",0,0.83,0.75,0,"No","No","No","Yes","No","No" +2062218,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1155626,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2277193,0,8,0,1,1,1,1,1,1,1,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","Yes" +1963577,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1583870,475,8,59,192,624,864,128,348,681,1120,110,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1261214,7,2,0,0,0,0,2,2,6,6,0,"No",0,0.54,0.45,0,"Yes","No","Yes","Yes","No","No" +1721059,21,8,0,0,0,0,0,0,0,1,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +3127779,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +3269923,20,8,0,15,30,45,9,17,35,68,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2943768,0,2,0,172,308,453,0,1,1,1,18,"No",0,0.58,0.45,0,"No","No","Yes","Yes","No","Yes" +1185713,10,4,4,31,31,31,12,13,13,13,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","Yes" +2274146,250,8,0,0,0,0,2,5,11,16,2,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +2883953,48,4,0,0,0,0,1,7,7,7,1,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +2084931,3,8,0,0,0,1,0,0,1,3,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2189209,60,2,0,0,0,0,3,6,29,29,0,"No",0,0.81,0.75,0,"Yes","No","Yes","Yes","No","No" +2892013,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1932258,79,8,8,32,64,128,24,61,124,173,33,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2279404,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2219784,17,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1737033,123,8,0,0,0,0,6,16,34,49,1,"No",0,0.74,0.74,0,"No","No","No","No","No","Yes" +2232012,1,8,0,3,5,8,2,5,6,6,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1247173,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1877200,8,8,0,9,18,29,3,9,10,10,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2074191,129,8,0,0,0,0,10,17,19,60,1,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +3035812,6,9,0,6,11,11,2,6,6,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3281402,21,8,0,903,903,903,2,6,17,40,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1557058,1333,8,0,0,0,0,0,7,11,12,7,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2970189,37,8,2,10,30,50,5,20,44,68,11,"No",0,0.88,0.89,0,"No","No","Yes","Yes","No","No" +1367276,74,10,0,0,0,0,2,5,6,10,0,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1138666,1,8,0,10,20,30,2,12,20,21,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2966414,151,8,0,0,0,0,1,9,44,46,2,"No",0,0.93,0.94,2,"Yes","No","No","Yes","No","No" +1958905,10,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1164268,30,8,0,0,0,0,0,0,0,0,2,"No",0,0.74,0.76,0,"Yes","No","No","Yes","No","No" +1755669,8,8,0,0,0,0,0,0,1,1,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2942970,117,NA,0,0,0,0,4,18,22,24,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2956254,6,4,14,0,8,8,2,6,10,16,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1444755,10,8,0,80,120,120,14,31,73,126,33,"No",0,0.84,0.82,0,"No","No","No","Yes","No","Yes" +2829838,69,8,18,51,123,187,15,70,135,185,20,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2802975,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1523666,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1558341,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1279417,4,12,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2214184,219,9,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +2249130,162,2,0,0,0,0,0,5,16,28,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1726068,4,9,0,0,0,0,0,0,2,3,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1939538,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2051747,0,2,0,32,32,32,0,0,0,0,1,"No",0,0.07,0.07,0,"Yes","No","Yes","Yes","No","Yes" +1646930,5,12,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +1410852,18,8,0,18,36,54,13,24,45,79,14,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +3276117,1068,8,31,0,900,900,116,439,885,1447,154,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+1255518,22,2,0,0,0,0,0,8,13,17,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +3174508,10,8,0,95,95,95,7,31,56,82,2,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +2944451,73,2,0,0,0,0,1,3,5,7,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +3261883,30944,NA,0,2348,17372,22238,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1488702,7846,8,221,0,0,0,216,988,1817,2996,316,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3083383,1,8,3,29,41,53,2,53,67,78,1,"No",0,0.79,0.87,2,"No","No","No","Yes","No","Yes" +1979802,3,2,0,10,10,10,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","Yes","Yes","No","No" +1965448,-7,17,0,27,27,27,0,14,39,41,3,"No",0,0.82,0.83,8,"No","No","No","Yes","No","Yes" +3221830,27,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1720456,40064,NA,0,0,0,0,17277,67310,114939,114939,19314,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1160382,7,8,0,240,240,240,4,26,64,95,6,"No",0,0.5,0.33,0,"No","No","No","Yes","No","Yes" +2813405,5,8,0,0,0,0,0,0,0,2,0,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","No" +2105448,21,2,0,0,0,0,3,7,12,17,2,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +1737913,9,8,40,410,565,800,264,567,720,979,150,"No",0,0.91,0.93,14,"No","No","No","Yes","No","Yes" +1281861,80,4,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.53,0,"Yes","No","No","Yes","No","No" +2218636,5,2,0,10,10,10,1,1,1,1,1,"No",0,0.47,0.4,0,"Yes","No","No","Yes","No","Yes" +2178144,659,4,151,161,471,494,119,465,1129,1631,69,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1170271,18,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1275289,68,2,0,0,0,0,2,7,17,28,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1808674,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1132139,303,10,0,0,0,0,0,1,6,8,1,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +3010606,8,2,7,6,12,24,5,19,31,43,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1331295,10,2,0,0,0,0,0,2,2,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2991392,3,8,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","Yes","No","No","No" +1676847,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2268267,79,4,0,0,0,0,0,1,1,2,2,"No",0,0.56,0.55,0,"Yes","No","No","Yes","No","No" +1531792,0,2,0,35,63,79,0,0,0,0,0,"No",4,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1482302,16,2,0,8,28,48,6,16,36,42,3,"No",0,0.93,0.93,0,"No","No","No","Yes","No","Yes" +2125352,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1288780,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"Yes","No","No","Yes","No","No" +3263688,27,4,0,0,0,0,0,2,2,2,1,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1939086,5,8,2,13,17,21,3,7,11,21,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1703424,4455,52,0,0,0,0,0,38,102,155,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1446240,9,8,0,5,5,5,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1305390,1,8,0,1,1,2,1,2,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1709113,2,8,0,22,22,22,0,2,5,6,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1961470,6,2,0,30,60,60,5,13,24,41,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1470201,401,8,0,0,0,0,6,1020,1039,1054,3,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3049615,0,4,0,1,1,1,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1529724,0,8,0,10,14,14,4,10,15,20,1,"No",0,0.97,0.84,0,"No","No","No","Yes","No","Yes" +1212583,122,8,20,0,0,0,4,16,36,51,1,"No",0,0.73,0.69,0,"No","No","No","No","No","Yes" +2954512,147,52,0,0,0,0,2,2,5,5,0,"No",0,0.82,0.88,0,"Yes","No","Yes","No","No","No" +2010499,0,8,0,16,16,16,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","Yes" +2272623,7533,8,1790,6800,13600,18700,2802,7704,14437,25478,2581,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1250914,167,8,19,498,498,498,38,110,268,432,51,"No",0,0.74,0.38,0,"No","No","No","Yes","No","No" +3262707,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2105716,111,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1586347,8,8,0,0,0,0,0,2,3,10,1,"No",0,0.78,0.83,0,"Yes","No","No","Yes","No","No" +1452211,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2188665,31,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3246731,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1745920,43,2,0,0,0,0,8,23,27,109,1,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1329478,975,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +2245884,86,8,0,0,0,0,9,18,18,21,13,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3241642,5,8,0,202,202,202,1,3,4,9,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1309596,444,8,72,492,1116,1500,205,684,1445,2285,195,"No",0,0.96,0.95,0,"No","No","Yes","Yes","No","No" +1377576,4,2,0,24,24,24,4,4,4,4,2,"No",0,0.71,0.7,0,"Yes","No","No","Yes","No","Yes" +1816289,2,14,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1649441,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1586394,61,9,0,0,0,0,2,14,37,57,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2933701,231,4,0,0,0,0,5,14,33,44,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3198246,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1877451,1937,8,3578,0,0,1689,182,2676,5510,9079,908,"No",0,0.72,0.81,0,"No","No","No","Yes","No","No" +1931297,6,NA,0,0,0,0,0,0,3,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1501126,0,8,0,34,64,74,0,0,0,0,0,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +2876651,119,8,3,0,75,75,21,59,146,209,33,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3175362,0,2,0,35,55,71,1,8,14,14,0,"No",0,0.81,0.58,4,"No","No","No","Yes","No","Yes" +1782249,114,8,1,13,65,104,11,56,106,149,58,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1618334,0,8,0,18,18,18,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","No","No","Yes" +3071019,3,0,0,10,30,40,4,11,21,31,4,"No",0,0,0,0,"No","No","No","No","No","No" +3222452,22,8,3,160,160,160,4,14,27,45,4,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1234295,260,2,0,0,0,0,71,106,109,141,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1783535,33,2,0,0,0,0,0,0,36,43,0,"No",0,0.44,0.44,0,"No","No","Yes","Yes","No","No" +2227932,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1688378,102,12,0,0,0,0,1,9,11,15,1,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1759432,2,12,0,10,10,10,2,12,17,25,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2065339,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2102627,0,4,33,24,56,88,0,0,0,0,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1456914,1584,13,0,0,0,0,1,2,4,12,3,"No",0,0.99,0.92,0,"No","No","No","Yes","No","No" +2182611,12,8,0,0,0,0,0,0,0,1,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1520901,144,12,4,200,200,200,9,27,201,243,25,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +2853595,-66,15,0,202,250,322,21,55,80,133,13,"No",0,0.06,0.09,66,"No","No","No","Yes","No","Yes" +1690583,23,8,0,0,0,12,1,4,9,19,7,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1418882,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1616774,110,4,170,200,400,600,65,176,351,512,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3091038,0,4,0,3,3,3,1,2,6,11,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1598097,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1554188,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1984222,145,2,0,0,0,0,0,4,5,10,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1952780,46,8,0,0,0,0,1,11,18,22,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1399406,76,8,11,96,192,336,31,123,242,345,14,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1663095,34,2,0,331,499,643,60,141,247,320,73,"No",28,0.27,0.39,0,"Yes","No","No","Yes","No","Yes" +1492932,17,15,0,0,0,0,0,0,0,20,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1979157,65,8,6,72,120,168,12,43,83,139,32,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1296672,16,52,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"Yes","No","No","No","No","No" +1680939,0,5,0,19,31,35,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +3226732,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"Yes","No","Yes","Yes","No","No" +1802795,1,8,0,2,2,3,0,2,2,4,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +3009668,25,2,1,24,24,48,2,13,42,57,5,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1639799,109,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1392237,0,2,0,14,14,14,0,0,0,0,1,"No",0,0.78,0.83,0,"Yes","No","Yes","Yes","No","No" +2070757,0,8,0,7,9,13,2,5,6,8,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2238392,3,2,0,0,5,5,2,2,4,7,0,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +3050831,0,12,0,4,7,9,0,0,0,0,0,"No",0,0.48,0.48,0,"No","No","No","Yes","No","No" +2016474,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1468771,0,2,0,16,18,18,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +1765073,1,9,0,2,2,2,0,2,2,3,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3197481,1,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2896848,27,8,0,0,0,0,0,2,6,8,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2176640,69,8,1,0,35,71,8,31,81,118,20,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1258958,64,8,3,64,96,160,21,58,114,164,32,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1129429,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2171970,2,12,0,10,16,22,2,9,20,37,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1335053,6,8,0,0,9,9,5,13,20,24,4,"No",0,0.85,0.91,0,"No","No","No","Yes","No","Yes" +1718920,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2029629,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2098858,0,2,0,21,36,40,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2145655,3,10,0,0,1,3,0,1,1,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1257926,4,8,0,25,40,55,5,24,44,56,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2045040,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2216245,2,2,0,9,9,9,2,4,5,7,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3144656,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2872708,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +3066579,23,9,1,0,0,4,1,8,18,20,5,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3126774,64,2,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1564430,1,8,0,0,0,0,0,0,0,0,32,"No",0,0.64,0.77,0,"Yes","No","No","Yes","No","No" +1899526,49,8,3,289,409,559,45,145,289,471,59,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3058147,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1428856,-4,2,0,188,302,435,61,153,296,396,7,"No",14,0,0,12,"No","No","Yes","Yes","No","Yes" +3252767,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1206024,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1917449,212,2,2,134,257,380,104,221,325,396,67,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2088489,53,2,1,40,80,120,15,37,89,156,25,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2874505,83,12,0,0,0,0,0,2,5,5,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1880561,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1364970,0,2,0,47,79,112,0,0,0,3,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2190801,363,2,17,420,900,1380,123,413,833,1211,130,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1281094,3,8,0,0,0,1,1,1,1,3,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2311074,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1628425,5,8,0,31,48,65,6,22,43,70,0,"No",0,0.77,0.87,0,"No","No","No","Yes","No","Yes" +1155872,66,8,0,0,0,0,0,1,14,253,4,"No",0,1,0.67,0,"No","No","No","Yes","No","No" +3040211,2,4,0,6,7,9,0,1,1,1,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1373740,92,4,0,0,32,72,6,21,38,46,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1210398,7,8,0,0,0,4,0,0,0,0,1,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +1223727,4,2,0,0,6,6,3,4,4,4,0,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","Yes" +1299314,122,NA,0,0,0,0,0,1,7,8,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1594183,18,52,0,0,0,0,0,0,1,3,0,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +2054915,1830,8,0,0,0,0,7,16,31,45,0,"No",0,0.56,0.72,0,"Yes","No","No","No","No","No" +2151995,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2003093,38,4,0,0,9,18,0,8,48,48,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1146081,7,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +2024371,57,12,0,0,0,0,3,14,21,27,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1586263,41,9,0,0,0,48,5,29,47,88,13,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1635701,-33,6,39,232,232,286,19,216,417,623,61,"No",0,0.78,0.78,33,"No","No","No","Yes","No","No" +3284157,5,8,0,32,32,32,5,15,19,24,3,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1728927,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2928235,961,8,315,2715,4950,7535,810,2338,3846,5560,434,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3153911,1,9,0,1,1,2,0,1,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2106010,9,4,0,0,1,2,0,2,2,4,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1498287,1,12,0,21,31,47,3,15,26,37,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1949017,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1276768,1145,8,2,0,0,0,14,92,200,354,193,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3125443,291,8,32,232,448,448,83,241,465,720,62,"No",0,0.85,0.85,0,"No","No","No","Yes","No","No" +1767151,3,2,1,1,1,1,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1253312,0,12,0,0,0,0,2,2,3,3,0,"No",0,0.86,0.89,0,"No","No","Yes","Yes","No","Yes" +2099385,32,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","No" +1846036,19,2,0,10,20,40,8,40,58,58,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +1404371,305,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1291299,-2,8,0,9,9,11,0,0,4,10,2,"No",0,0.81,0.83,2,"No","No","No","Yes","No","Yes" +3091768,4,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2103486,30,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","No","No","No" +1948070,21359,8,5960,18000,36000,54000,6402,20391,40667,64565,6110,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1694102,0,8,0,34,34,52,1,17,315,340,0,"No",0,0.85,0.9,0,"No","No","No","Yes","No","Yes" +2271437,155,NA,3,0,0,0,21,56,134,221,26,"No",0,-99,-99,0,"No","No","No","No","No","No" +1357022,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1626658,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"Yes","No","No","Yes","No","No" +2186346,92,9,0,0,0,0,0,8,16,23,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1238630,12,2,0,0,0,0,0,0,0,1,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +3230670,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3267654,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1826710,83,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1926126,157,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3171964,7,8,0,4,4,8,0,3,6,10,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1122926,16,8,0,0,0,0,3,7,9,10,4,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +2904135,30,4,0,0,0,0,0,0,0,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1599090,8,8,0,48,96,144,9,27,41,45,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","Yes" +3116976,153,NA,0,0,0,0,0,2,13,19,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2958481,203,8,0,0,0,0,1,8,12,19,1,"No",0,0.58,0.75,0,"No","No","Yes","Yes","No","No" +1357178,6,9,0,5,9,13,3,6,11,15,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2887370,343,8,497,0,0,0,57,191,401,591,88,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2161059,22,8,0,0,0,0,1,5,10,19,2,"No",0,0.87,0.89,0,"Yes","No","No","Yes","No","No" +1707614,2,12,0,20,40,40,4,10,20,23,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3055152,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1494842,14,8,1,9,33,54,4,16,54,77,7,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1465405,22,2,0,0,0,0,0,0,0,3,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1484879,17,4,0,6,10,10,19,54,118,160,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1584805,52,8,0,0,0,0,1,2,7,17,5,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1290056,876,8,28,0,0,700,90,254,530,852,95,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1379025,5,2,0,0,25,25,0,2,4,6,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2960094,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1413113,0,12,0,6,12,12,2,3,11,13,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","Yes" +1297418,89,8,9,100,200,200,32,89,163,246,32,"No",0,0.97,0.99,0,"No","No","No","Yes","No","No" +2805648,135,10,0,0,0,0,0,1,1,2,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3247832,3,2,1,1,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +2255779,18,4,36,20,50,74,20,98,192,267,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2006748,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3283436,-1,2,0,9,12,15,12,22,31,36,0,"No",0,0.6,0.53,1,"No","No","No","Yes","No","No" +1348812,0,2,0,72,108,108,0,0,0,0,5,"No",0,0.59,0.49,0,"Yes","No","No","No","No","Yes" +2186940,9,2,0,6,12,18,3,7,18,24,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2808931,3,52,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.42,0,"Yes","No","Yes","No","No","No" +2040980,81,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2901880,0,8,0,69,113,135,15,39,48,58,0,"No",23,0.65,0.7,0,"No","No","No","Yes","No","Yes" +2980877,6,8,0,0,7,7,0,13,16,19,2,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +1877858,7599,NA,45,0,0,0,136,459,925,1338,167,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3088339,8,2,10,50,90,130,25,45,79,97,2,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2169788,84,12,0,1,1,1,1,5,6,9,10,"No",0,0.68,0.59,0,"No","No","No","Yes","No","No" +1316222,68,8,0,0,0,20,2,8,20,46,21,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +3106081,17,8,0,0,0,0,0,3,4,7,4,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2168702,12,8,0,0,0,0,1,2,5,9,5,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1755577,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.44,0,"No","No","No","Yes","No","No" +2044573,4350,8,0,0,0,0,70,160,420,780,102,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +1203514,3,8,0,0,0,0,3,6,10,20,3,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +2005451,61,8,77,109,255,409,65,199,384,583,63,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1694350,51,8,3,105,141,189,36,87,156,228,20,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1167902,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","Yes","Yes","No","No" +1160122,1,8,0,1,2,2,0,1,1,2,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1862764,242,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1149100,-10,8,0,630,918,1350,102,315,604,943,129,"No",7,0.74,0.76,14,"No","No","No","Yes","No","Yes" +1202420,50,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1427347,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1838359,106,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2018093,28,4,0,20,20,20,7,7,7,8,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1212144,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.79,0,"Yes","No","No","Yes","No","No" +2141241,70,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3212769,43,2,0,0,0,0,1,1,2,3,0,"No",0,1,0.6,0,"No","No","No","Yes","No","No" +2123109,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1123062,50,2,0,0,0,0,0,0,10,10,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1320371,255,NA,0,0,0,0,3,15,23,31,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1148972,52,NA,0,0,0,0,0,4,4,4,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2069839,4,12,0,0,0,0,0,0,1,1,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1369743,13,2,0,11,22,33,3,13,25,35,0,"No",0,0.68,0.68,0,"No","No","No","Yes","No","Yes" +1608762,69,2,0,0,0,36,9,31,68,98,6,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1679029,0,5,0,462,633,633,0,2,2,2,41,"No",1,0.68,0.69,0,"No","No","No","Yes","No","Yes" +2178891,-10,12,0,33,35,39,0,4,14,20,9,"No",0,0.21,0.27,10,"No","No","No","Yes","No","Yes" +1141615,9,12,0,0,0,0,0,1,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1438175,753,8,8,0,0,0,6,41,65,89,10,"No",0,0.5,0.66,0,"No","No","No","Yes","No","No" +2066833,59,0,0,80,80,160,25,63,108,134,4,"No",0,0,0,0,"No","No","No","Yes","No","No" +2099001,10,8,0,0,0,0,0,2,8,16,0,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +1567595,366,8,7,0,0,0,3,37,73,117,23,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2119256,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.66,0,"Yes","No","No","Yes","No","No" +1201098,0,12,0,48,84,120,7,45,81,130,11,"No",0,0.98,0.89,0,"No","No","No","Yes","No","Yes" +2968208,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1420046,9,2,5,16,48,68,4,24,67,99,2,"No",0,0.67,0.67,0,"No","No","No","Yes","No","No" +2307509,6,8,0,4,8,12,0,3,3,8,0,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +2067070,27,4,0,0,0,0,2,5,9,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1817931,102,8,24,41,129,193,33,93,194,328,25,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1734074,9,8,0,0,0,0,0,1,1,1,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2242276,18,8,0,15,30,30,5,13,32,50,21,"No",0,0.9,0.85,0,"No","No","No","No","No","No" +3085690,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.89,0.85,0,"No","No","Yes","Yes","No","No" +1903365,178,8,81,210,546,798,85,299,606,995,220,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1834786,9,2,0,1,3,3,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1121862,61,4,39,35,70,70,14,42,85,135,16,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1258317,15,8,3,286,286,589,44,160,499,632,49,"No",0,0.83,0.83,12,"No","No","No","Yes","No","Yes" +1753628,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1983449,105,52,0,0,0,0,1,4,6,9,0,"No",0,0.91,0.89,0,"Yes","No","No","No","No","No" +3109663,192,52,0,0,0,0,7,18,29,49,2,"No",0,0.5,0.5,0,"Yes","No","No","Yes","No","No" +1244392,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1325810,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2943964,10,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1737565,55,9,4,20,60,90,7,43,83,119,13,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1624239,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1518621,951,2,245,621,1215,1593,318,811,813,813,316,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2888545,753,16,0,0,0,35,93,149,320,580,44,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2015990,17235,4,6,0,0,0,37,135,358,739,39,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1867372,-4,2,374,556,1256,2026,88,88,90,90,242,"No",0,0.98,0.89,84,"Yes","No","No","Yes","No","No" +1376382,2,8,0,12,12,17,0,2,11,16,14,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","Yes" +1291995,57,8,0,0,13,39,9,25,53,70,4,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2901316,0,15,6,6,33,42,5,15,26,43,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1145567,29,8,0,368,485,680,218,398,521,742,37,"No",0,0.98,0.93,0,"No","No","No","Yes","No","Yes" +2821590,50,8,9,52,108,172,16,74,132,186,19,"No",0,0.86,0.87,0,"No","No","No","Yes","No","No" +1531734,4,2,0,1,2,2,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +1349244,2,2,0,1,2,3,0,1,1,2,0,"No",0,0.78,0.82,0,"Yes","No","Yes","Yes","No","No" +1743362,37,8,0,0,0,0,1,11,13,21,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1667640,12,9,0,0,0,0,1,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1576543,260,8,57,480,880,1200,145,412,859,1323,139,"No",40,0.82,0.82,1,"No","No","No","Yes","No","Yes" +3275479,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1789655,0,2,4,0,6,6,0,0,0,0,0,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +1649071,203,6,31,123,249,448,105,271,469,782,72,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1175831,465,12,1,217,502,982,184,684,1448,2052,63,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +2280533,707,8,1183,792,2376,3696,363,1380,2596,4288,401,"No",0,1,0.92,0,"No","No","Yes","Yes","No","No" +1660313,93,2,0,0,0,0,0,42,42,42,0,"No",0,0.7,0.86,0,"Yes","No","No","Yes","No","No" +2243578,8,8,0,0,0,0,0,0,0,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2972252,140,8,23,172,389,598,47,219,577,822,46,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1931240,6,8,0,96,96,96,9,22,37,58,6,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1226624,2,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1243123,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.81,0,"No","No","No","Yes","No","No" +2278866,57,14,6,35,63,91,20,48,75,107,29,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1606085,2,14,1,5,6,10,0,4,10,13,7,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1961751,0,8,0,0,27,27,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1236674,2,8,0,0,0,0,1,2,3,6,0,"No",0,0.72,0.77,0,"Yes","No","No","Yes","No","No" +3133858,58,8,18,0,15,40,4,23,46,59,13,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1285808,8,8,0,0,0,0,1,1,1,2,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2026037,85,8,64,1093,1749,2285,293,903,1537,2240,328,"No",56,0.44,0.62,53,"No","No","No","Yes","No","Yes" +2865403,30,8,0,0,0,0,2,2,2,4,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1141658,4750,12,0,0,0,0,10,25,42,72,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1985629,0,NA,0,0,0,0,1,17,36,75,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3161704,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2874451,7,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2262999,0,2,0,5,8,9,0,2,2,2,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","Yes" +1994640,38,2,0,0,0,0,0,0,0,0,1,"No",0,0.26,0.48,0,"Yes","No","No","Yes","No","No" +1370490,4,8,0,0,36,36,2,2,3,8,2,"No",0,0.95,0.8,0,"No","No","No","Yes","No","Yes" +1404727,1530,2,0,0,2000,2000,286,964,1949,2970,232,"No",0,1,0.25,0,"No","No","No","Yes","No","No" +2102328,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1494002,-1,2,0,110,120,120,90,157,157,157,0,"No",0,0.11,0.08,1,"Yes","No","No","Yes","No","Yes" +2311539,3,2,4,28,52,72,20,64,91,134,4,"No",0,0.19,0.39,0,"No","Yes","No","Yes","No","Yes" +1358749,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1902834,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1418420,21,2,0,0,0,0,1,3,4,5,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1877541,46,8,0,0,9,42,8,17,34,47,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2819954,62,8,0,27,72,126,24,57,116,220,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1684776,3,9,0,0,2,4,0,4,4,4,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1325935,4,8,0,0,0,0,2,3,4,6,3,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +1943852,142,2,0,0,0,0,1,1,1,1,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +1130041,10,2,0,6,10,10,0,1,1,1,1,"No",0,0.93,0.92,0,"No","No","Yes","Yes","No","No" +2254910,8,2,0,7,14,28,1,5,19,28,0,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","No" +1975397,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1419135,431,8,11,400,400,800,71,253,510,750,143,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2945280,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2221155,21,0,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +2186672,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1448451,2,3,0,0,1,2,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3226238,1992,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1782463,0,NA,0,0,0,0,0,0,0,0,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2283327,4,4,1,4,10,16,2,11,15,17,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +2288761,70,2,0,0,0,0,0,2,5,5,1,"No",0,0.63,0.75,0,"Yes","No","No","Yes","No","No" +1442975,1,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1229429,0,5,0,1825,3216,5093,0,0,0,0,188,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1942377,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1200138,79,NA,0,0,0,0,6,20,40,56,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1692441,18,12,0,0,8,24,0,11,18,28,2,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1194576,91,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.82,0,"Yes","No","No","Yes","No","No" +1490654,0,8,0,600,600,600,245,280,439,495,143,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +3145985,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2224892,127,8,0,0,0,0,2,2,6,8,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1331329,69,2,0,82,160,256,21,62,124,224,32,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2890559,40,8,0,30,70,110,16,43,86,130,17,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1888837,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2824408,163,8,0,0,0,0,10,15,32,52,10,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2288832,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1478727,19,8,0,0,0,9,3,14,27,35,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1150445,7,8,2,9,18,18,5,7,15,29,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1837410,0,8,0,36,36,54,5,18,33,53,6,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1641813,3,9,0,35,62,95,6,29,56,92,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1644381,2345,2,898,4189,8836,13368,1235,4163,8425,13431,1272,"No",242,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1776190,0,3,0,30,30,30,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","Yes" +2943846,2,8,0,78,78,78,0,1,1,4,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1862363,115,8,37,63,129,221,28,90,197,304,34,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1292507,13,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1560337,833,9,0,0,342,342,500,1254,1455,1501,323,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1452602,3,2,0,28,42,56,13,17,17,17,0,"No",28,0.91,0.89,0,"Yes","No","Yes","Yes","No","Yes" +2186876,441,9,0,0,0,0,0,0,1,2,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2923390,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1401859,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1763865,3,8,0,0,0,0,0,2,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2870683,62,NA,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1935626,216,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1378172,0,8,0,5,5,5,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1308295,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1185202,18,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","No","No","No" +2234895,0,2,10,4,4,4,0,0,0,0,1,"No",0,0.5,0.5,0,"Yes","No","No","Yes","No","No" +1599275,208,NA,0,0,0,0,1,3,5,8,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1757789,20,9,0,19,19,22,15,17,45,55,5,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1395402,5,8,0,13,22,34,3,10,18,26,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +2986026,18,8,0,0,0,0,6,10,17,20,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1242253,153,8,2,200,400,550,56,206,385,547,86,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3050984,1406,16,129,0,0,0,204,296,445,594,451,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2948668,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3091704,51,8,0,0,0,9,9,26,47,58,23,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1674998,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1274060,4,8,0,0,0,4,0,2,5,10,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +3019015,10,8,0,0,0,0,1,2,2,2,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +3103701,7,8,1,0,0,0,0,0,0,0,0,"No",0,0.86,0.77,0,"Yes","No","No","Yes","No","No" +1884600,2,8,0,40,60,60,11,20,46,67,2,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +1392794,4,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1481017,67,8,0,0,0,0,2,7,12,14,1,"No",0,0.55,0.62,0,"No","No","No","Yes","No","No" +1852038,1,8,0,0,0,1,0,0,1,1,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1276087,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1499721,0,2,0,250,250,250,0,0,10,10,1,"No",0,0,0.08,10,"Yes","No","No","Yes","No","No" +1516039,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1721440,19,2,7,0,9,18,2,14,24,32,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1842818,61,8,6,0,50,50,10,36,53,73,7,"No",0,0.23,0.63,0,"No","No","No","Yes","No","No" +1521895,9,4,1,1,3,3,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1940198,1,NA,0,0,0,0,1,2,9,13,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3004981,19,2,0,10,20,40,2,14,34,48,2,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1377726,99,8,136,400,600,736,80,177,375,743,66,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3061169,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1550747,0,4,0,9,9,9,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +2084231,3,2,1,0,1,3,0,0,3,5,0,"No",0,0.59,0.81,0,"No","No","No","Yes","No","No" +3084530,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1634033,9,52,0,12,12,12,1,5,10,19,0,"No",0,0.99,0.94,0,"Yes","No","No","No","No","No" +1686227,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1916627,135,14,32,540,838,1360,138,578,1090,1485,94,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +2305175,0,8,0,11,17,23,1,4,9,17,3,"No",1,0.25,0.29,0,"No","No","No","Yes","No","Yes" +2222837,318,2,0,0,0,0,0,0,0,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1508279,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1957707,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2200594,16,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +1156222,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1916163,370,7,20,395,735,735,40,96,578,859,31,"No",0,0.5,0.83,0,"No","No","No","Yes","No","No" +1188464,50,8,0,66,66,132,13,31,58,91,18,"No",0,0.8,0.85,0,"No","No","No","Yes","No","No" +1198199,39,8,0,0,33,66,8,29,57,83,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3238309,52,2,6,42,84,126,22,71,116,134,33,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2148882,48,9,0,0,0,0,4,14,19,29,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +2832267,3,2,2,0,2,3,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2190117,80,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2231668,75,8,0,60,130,200,33,76,172,217,0,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +2006587,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1956925,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1889230,158,8,9,134,308,424,41,145,296,442,68,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1182585,3,2,0,6,12,18,6,12,19,21,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1704434,2818,2,0,0,0,0,0,1,2,2,6,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1549326,46,NA,0,0,0,0,0,2,5,7,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1960776,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2102125,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1806676,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","Yes" +2973561,141,8,0,510,510,510,10,53,101,162,26,"No",0,0,0.33,0,"No","No","Yes","Yes","No","No" +1643184,702,8,32,1272,1910,2548,315,908,1745,2708,328,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1820426,766,2,0,0,360,900,3,3,3,3,169,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +3159412,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2289100,12,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +3126814,5,8,0,0,0,0,0,0,0,2,0,"No",0,0.1,0.11,0,"No","No","Yes","Yes","No","No" +1581299,71,12,0,0,0,0,3,12,29,42,28,"No",0,0.98,0.95,0,"Yes","No","Yes","Yes","No","No" +1907923,67,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2074263,57,8,48,0,0,0,5,22,55,78,17,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1480605,0,2,0,2,2,2,0,0,0,0,1,"No",0,0.03,0.1,0,"Yes","No","No","Yes","No","No" +1620896,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","No","Yes","No","No" +1696360,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2085140,11,2,0,11,22,44,1,12,24,43,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","Yes" +2144507,82,2,7,24,56,80,11,46,89,124,17,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1823834,17,9,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1908632,20,8,0,0,0,0,0,2,2,4,2,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2047876,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2846985,27,2,0,0,0,0,1,3,4,4,2,"No",0,0.83,0.69,0,"Yes","No","No","Yes","No","No" +1715245,49,16,5,48,48,48,15,26,26,41,20,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","No" +1735764,0,12,0,16,29,39,4,12,23,37,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +3023759,166,2,51,120,240,408,36,184,410,689,59,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1600793,37,12,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.57,0,"No","No","Yes","Yes","No","No" +1214865,1290,8,0,0,0,0,43,388,709,907,30,"No",0,0.91,0.8,0,"No","No","No","Yes","No","No" +1136116,1,8,0,1,2,3,2,3,3,6,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","Yes" +1234426,102,2,0,0,0,0,0,1,8,10,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1256743,19,2,0,0,0,0,0,1,1,1,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1137111,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +1635041,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.65,0,"No","No","No","Yes","No","No" +2295040,0,0,0,4,7,8,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1573487,45,12,2,50,50,50,7,28,61,81,7,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +2964738,-15,4,0,432,504,720,121,321,571,758,60,"No",0,0.55,0.66,15,"No","No","No","No","No","No" +1580548,43,0,0,0,0,0,0,0,0,3,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1547249,1,4,0,0,0,1,0,0,1,3,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1772851,850,4,70,0,0,0,47,146,250,344,120,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2280984,-31,8,0,158,225,301,15,106,197,295,20,"Yes",13,0.18,0.41,33,"No","No","Yes","Yes","No","Yes" +2043858,51,2,0,0,0,24,1,6,21,21,0,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +3011667,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.33,0,"No","No","No","Yes","No","No" +1669746,12,8,0,28,42,56,16,22,27,57,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1757149,1,9,0,1,3,4,1,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3166922,8,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1640762,0,8,0,21,30,39,4,12,24,33,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3103948,238,NA,0,0,0,0,3,10,19,29,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3120626,611,4,1,0,0,0,2,4,16,19,110,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1218114,237,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1974955,1139,8,3,0,0,0,11,43,99,166,24,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1627523,122,8,4,90,141,237,52,178,282,423,42,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +3275116,15,9,6,30,66,84,3,10,24,34,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1989294,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2920098,4,2,0,0,0,0,0,0,1,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1602099,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1535619,6,2,0,0,0,0,0,2,7,7,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","Yes" +3100036,330,NA,0,0,0,0,0,3,13,18,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1505441,0,2,0,198,378,378,0,0,1,1,14,"No",0,0.83,0.92,0,"Yes","No","No","No","No","Yes" +2097542,21,NA,0,0,0,0,0,0,2,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1343554,18,8,0,0,0,0,3,3,4,4,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +2922004,13,2,0,0,0,0,0,0,0,1,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +3200195,41,12,0,0,0,0,0,8,8,8,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1122393,6,14,0,0,0,0,0,1,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1534382,0,9,0,6,6,6,0,0,2,3,0,"Yes",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1248954,302,8,202,750,1250,1750,313,704,1069,1475,265,"No",0,0.69,0.81,3,"No","No","No","Yes","No","No" +1912652,41,9,0,0,0,0,4,5,5,5,1,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1628022,13,4,6,10,18,22,1,8,28,36,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1923178,0,2,0,193,313,433,0,0,0,0,16,"No",0,0.44,0.62,0,"No","No","No","Yes","No","Yes" +1829634,786,8,5,0,0,0,6,23,55,107,17,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1907342,0,8,0,300,300,300,0,0,0,0,0,"No",0,0,0.15,0,"No","No","No","Yes","No","No" +3240963,18,0,0,0,0,0,0,1,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1522460,7,0,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +2295197,6,9,1,0,1,2,0,2,4,5,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1679802,7,2,0,10,10,10,7,14,19,19,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1436480,0,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +3056287,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1441483,0,8,0,1,1,1,0,0,0,1,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1964955,0,8,0,20,20,24,0,4,9,14,1,"No",0,0.07,0.3,0,"No","No","No","No","No","No" +1584222,200,2,20,238,568,910,101,404,738,1065,157,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3248955,640,4,150,385,770,1155,305,536,1272,1769,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3105216,110,8,77,22,119,119,16,76,160,281,45,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +3115910,3590,4,1515,4540,8125,11345,873,2694,5299,7842,600,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2810130,7,4,0,90,140,190,25,69,127,190,13,"No",12,0.1,0.08,0,"No","No","No","Yes","No","Yes" +1919833,878,2,750,750,2000,2750,348,1374,2287,3096,354,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1637001,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.93,0,"Yes","No","Yes","Yes","No","No" +2212038,33,8,0,0,0,0,1,3,5,7,1,"No",0,0.94,0.95,0,"Yes","No","Yes","Yes","No","No" +2989883,12,14,0,0,0,0,0,0,0,0,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1753827,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2924430,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1567177,3,8,0,0,2,4,0,1,6,6,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2885816,42,2,0,120,240,390,23,92,153,212,0,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +2079889,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1242235,1,8,0,0,0,0,0,0,0,1,3,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1687448,1,2,0,0,1,1,1,1,2,3,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","Yes" +1753763,56,8,0,0,0,0,0,1,15,21,19,"No",0,0.28,0.28,0,"No","No","Yes","Yes","No","No" +2980028,53,8,0,0,0,0,1,1,1,4,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1383078,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1633624,15,4,0,0,0,0,3,4,11,17,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2918298,38,2,5,85,165,255,20,60,108,160,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2134834,7,8,0,36,36,36,3,13,33,50,7,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +2941336,926,12,0,0,0,0,4,38,81,143,24,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3270555,6,4,0,0,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1521311,6,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1356377,11,2,0,6,12,18,1,2,5,11,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2028246,28,8,0,0,12,12,6,15,32,49,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3155517,190,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1793162,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +1477117,42,8,0,18,29,40,7,31,62,108,18,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1493619,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1334883,3,8,0,6,11,21,2,7,12,27,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1133822,0,12,0,1,1,1,0,2,2,2,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +3226331,73,12,0,0,0,35,3,12,47,63,8,"No",0,0.78,0.8,0,"No","No","No","Yes","No","No" +1267730,258,8,109,2088,3464,4712,506,1478,2937,4582,891,"No",128,0.84,0.71,0,"No","No","No","Yes","No","Yes" +1834449,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3117614,24,2,0,0,0,0,26,35,35,35,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1783281,16,2,0,0,0,0,0,1,4,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1442279,0,4,0,4,6,6,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1338655,0,8,0,80,128,160,0,0,0,0,19,"No",0,0.68,0.38,0,"Yes","No","Yes","No","No","No" +2007628,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.8,0,"No","No","No","Yes","No","Yes" +2996846,9,12,1,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2913601,0,2,0,81,81,81,0,0,0,0,12,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1214992,0,12,0,8,8,8,0,9,10,11,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1333629,17,2,0,24,48,96,8,34,50,73,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1189170,272,2,0,0,0,0,2,8,28,35,0,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2255001,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1372318,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3044821,181,2,42,160,361,561,60,158,334,525,63,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2263087,2,2,0,16,16,16,10,25,28,28,0,"No",7,0.22,0.27,0,"Yes","No","No","Yes","No","Yes" +1472712,693,4,96,536,944,960,86,313,590,875,83,"No",0,0.98,0.99,2,"Yes","No","No","Yes","No","No" +1477917,0,12,0,14,21,35,4,7,8,13,0,"No",0,0.68,0.65,0,"No","No","Yes","Yes","No","Yes" +2088513,10,8,5,8,19,30,2,18,35,43,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1165906,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.96,0.91,0,"No","No","Yes","Yes","No","No" +1570164,5,9,0,0,0,0,0,0,1,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1751430,0,8,0,3,5,6,1,2,4,4,0,"No",0,0.8,0.83,0,"No","No","Yes","Yes","No","No" +2126603,37,12,0,56,70,112,7,39,77,124,17,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1267940,42,14,1,2,22,22,3,11,29,48,19,"No",0,0.47,0.39,0,"No","No","Yes","Yes","No","No" +2209040,42,8,0,0,0,12,3,21,53,71,54,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +1965521,0,12,0,14,28,42,0,7,7,13,0,"No",0,0.68,0.65,0,"No","No","Yes","Yes","No","Yes" +1475871,-1,8,1,73,114,172,10,55,109,171,15,"No",7,0.37,0.54,2,"No","No","No","Yes","No","Yes" +2901276,8,2,0,0,0,0,1,1,3,3,0,"No",0,0.89,0.87,0,"No","No","No","Yes","No","No" +1991386,3,9,0,0,1,2,0,1,2,4,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1595780,6,12,0,12,18,27,9,15,27,41,5,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2188662,18,8,0,0,0,0,0,2,13,25,2,"No",0,0.74,0.79,0,"Yes","No","No","Yes","No","No" +1602057,11,2,0,5,5,5,0,0,0,0,0,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +1440212,3,12,0,0,0,0,0,0,2,3,2,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1965974,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +2998609,1,2,0,10,20,20,7,7,7,7,0,"No",0,0.19,0.46,0,"Yes","No","No","Yes","No","Yes" +1847600,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1965094,7272,2,27,0,0,0,161,621,1151,1573,155,"No",0,1,1,0,"No","No","No","Yes","No","No" +1460701,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1770680,2,10,0,1,2,3,0,1,2,3,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1132980,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.64,0,"No","No","No","Yes","No","No" +1965632,1,8,0,42,60,90,9,28,43,69,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +1187852,409,8,0,93,329,742,75,275,685,975,77,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1766854,526,9,0,0,0,0,3,42,140,203,137,"No",0,0.69,0.86,0,"No","No","No","Yes","No","No" +1680469,1,2,0,2,4,5,2,2,4,6,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1536528,1,NA,0,0,0,0,1,4,16,21,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1729384,30,8,0,6,12,12,4,17,41,69,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2056806,0,2,0,2,3,4,2,2,4,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2812571,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1753102,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1958062,1,8,0,17,29,44,3,18,30,38,6,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1934440,1,2,0,4,7,8,0,0,1,1,0,"No",0,0.53,0.54,0,"No","No","No","Yes","No","No" +1780098,4,8,0,6,12,18,5,16,23,29,2,"No",0,0.57,0.74,0,"No","No","No","Yes","No","Yes" +2953057,4,8,0,0,0,0,0,0,2,2,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1577175,0,2,3,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","Yes" +2281381,31,8,0,42,82,132,13,29,64,90,0,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1129151,10,2,0,0,0,0,0,0,0,0,2,"No",0,0,0.09,0,"Yes","No","Yes","Yes","No","Yes" +1968628,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1493899,16,8,8,5,5,13,1,5,19,28,0,"No",0,0.96,0.96,0,"Yes","No","No","No","No","No" +2034341,63,12,0,0,0,0,0,0,12,17,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1650443,40,52,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1690735,14,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1400741,25,2,0,0,0,0,0,0,1,6,0,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +1396130,22,8,0,0,0,0,1,2,2,6,2,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1383825,11,8,0,18,30,42,6,16,33,49,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1693330,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2897957,110,8,24,45,135,225,22,67,150,229,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2175684,8,8,0,0,1,5,4,8,14,21,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2889246,-171,12,0,600,720,840,5,54,164,245,53,"No",0,0,0,172,"No","No","No","Yes","No","Yes" +1234852,209,0,27,204,408,408,64,160,320,498,58,"No",0,0,0,0,"No","No","No","No","No","No" +3202088,1,8,0,1,2,2,1,2,3,4,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2041993,5,2,0,6,9,12,3,7,8,11,1,"No",0,0.81,0.82,0,"Yes","No","Yes","Yes","No","No" +1216115,8,2,0,16,31,51,5,25,32,52,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +2852439,69,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.94,0,"No","No","Yes","Yes","No","No" +1359112,15,52,0,18,18,18,0,0,1,6,0,"No",0,0.62,0.62,0,"Yes","No","No","No","No","No" +1315075,2,2,0,38,57,76,7,20,37,64,9,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2010202,0,8,0,6,6,6,0,1,4,9,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3027541,9,8,0,0,0,0,1,3,3,7,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +3051222,5,8,0,30,30,30,0,0,8,12,5,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3063720,15,8,10,0,10,30,3,10,33,54,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1201493,7,2,0,20,20,20,6,7,14,19,0,"No",0,0.22,0.67,0,"No","No","Yes","Yes","No","No" +2222852,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +2057710,360,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1446171,3,9,1,12,19,26,4,8,12,17,3,"No",5,0.43,0.45,0,"No","No","No","Yes","No","No" +2870993,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2979311,60,8,6,26,26,75,6,24,52,81,11,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1877513,0,2,0,2,2,3,0,1,1,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2866667,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1410811,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1287018,7,2,0,10,20,30,7,16,28,32,0,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2970432,25,4,0,0,0,0,1,2,2,2,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1530026,-224,8,277,348,348,348,190,750,1225,1756,256,"No",12,0.84,0.86,285,"No","No","No","Yes","No","No" +3213678,7,8,0,0,0,9,1,4,4,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3073646,3,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1573004,7,2,0,12,20,32,2,6,14,21,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1957381,17,3,8,6,24,48,5,16,42,67,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1312395,3,8,0,1,2,3,0,0,3,4,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1117191,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +2096204,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2274149,34,8,6,8,37,50,9,26,56,82,14,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +3067379,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1167386,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1601691,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1851341,4,2,0,5,9,13,5,8,9,13,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +3221492,12,12,8,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3098158,101,4,61,18,42,78,41,148,307,403,24,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1473582,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1792108,61,2,0,379,600,813,88,297,531,812,135,"No",0,0.96,0.98,1,"No","No","No","Yes","No","Yes" +3151623,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2924512,36,2,0,0,40,60,12,38,62,90,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2911973,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","Yes","Yes","No","No" 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+1792130,3,2,1,5,10,15,6,14,18,18,1,"No",0,0.67,0.62,0,"Yes","No","No","Yes","No","Yes" +1121151,1,8,1,104,104,104,2,6,17,18,15,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","Yes" +1786445,2,8,0,0,0,0,0,0,1,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2902785,341,4,0,0,0,0,3,12,32,54,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1937563,6,2,0,0,0,0,0,1,1,3,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2142509,166,12,65,338,766,1168,131,448,885,1362,96,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +3108518,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2937648,24,8,14,57,93,93,10,22,45,86,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1160151,97,8,6,51,100,142,22,69,151,258,44,"No",0,0.83,0.72,0,"No","No","Yes","Yes","No","No" +1220952,6,8,0,0,0,0,1,1,3,6,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1544528,24,2,0,0,52,52,5,12,35,45,0,"No",0,0.89,0.88,0,"No","No","Yes","Yes","No","No" +2276417,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3102386,93,8,26,136,205,274,35,86,202,356,34,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2107591,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1219169,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1399621,18,2,0,0,0,0,0,0,4,6,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1272114,0,2,0,10,10,10,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1314412,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.16,0,"No","No","No","Yes","No","No" +1564833,3,8,2,1,4,7,0,2,5,6,1,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1128201,113,12,4,0,0,0,13,38,84,136,24,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +2020184,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1178066,8,4,0,0,0,0,0,0,0,2,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1940095,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2283910,53,2,40,18,54,108,0,0,0,0,17,"No",0,0.85,0.77,0,"Yes","No","No","Yes","No","Yes" +2273036,61,52,0,0,0,0,3,9,22,27,9,"No",0,0.77,0.73,0,"Yes","No","No","No","No","No" +2066586,16,8,0,10,20,30,5,17,31,40,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1954919,-228,2,0,296,310,316,376,418,464,531,19,"No",0,0.92,0.95,228,"No","No","No","Yes","No","Yes" +2123598,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.09,0,"No","No","No","Yes","No","No" +3114401,20,8,29,39,89,141,19,51,100,144,16,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1885360,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3151167,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2921989,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +1284991,26479,4,1,0,0,0,5,54,125,156,30,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2853571,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1618676,15,8,0,76,114,152,10,29,52,72,6,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1664583,23,8,0,0,0,0,0,2,2,3,0,"No",0,0.07,0.24,0,"No","No","Yes","Yes","No","No" +2857337,47,2,0,0,30,30,3,10,27,43,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2825762,57,2,39,0,0,0,0,3,6,6,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2059443,-182,8,0,391,441,533,44,161,360,494,100,"No",0,0.09,0.09,182,"Yes","No","No","Yes","No","Yes" +1125581,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.41,0,"No","No","No","Yes","No","No" +2919483,11,8,1,0,0,0,0,2,8,12,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1500413,155,NA,0,0,0,0,1,5,12,26,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1925999,28,8,0,0,0,10,2,8,18,33,8,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2222170,184,4,0,0,0,0,9,30,84,117,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1660763,259,8,0,0,57,272,38,107,331,396,9,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1339808,52,2,30,40,60,110,22,75,146,214,27,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2026547,7,2,0,12,24,24,2,12,16,32,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1855130,4,2,0,0,25,25,1,3,5,7,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2048073,587,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3234804,326,8,84,64,150,150,51,115,232,360,100,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2170551,7,8,0,0,0,18,0,1,3,4,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2068738,-1,8,0,16,20,28,13,18,25,25,0,"No",0,0.62,0.62,2,"No","No","Yes","Yes","No","Yes" +3228156,63,8,0,0,60,60,1,15,58,71,7,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +3029006,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3182418,0,8,0,5,8,10,1,2,4,9,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1905544,3,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1596154,26,8,0,0,0,0,1,1,3,3,2,"No",0,1,0.94,0,"No","No","Yes","Yes","No","No" +2237189,37,8,0,0,0,0,2,2,2,4,0,"No",0,0.64,0.61,0,"No","No","No","Yes","No","No" +2846897,10,8,0,0,5,10,2,5,14,20,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2106885,96,8,0,0,0,0,5,19,41,66,9,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1162581,56,8,26,179,312,444,51,150,279,440,55,"No",0,0.81,0.88,6,"No","No","No","Yes","No","Yes" +1531670,0,8,0,26,39,52,2,10,37,50,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2276061,52,NA,0,0,0,0,1,1,6,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1988699,2,2,0,20,40,50,11,21,41,53,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +1711731,5,2,0,0,0,0,2,3,3,3,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","Yes" +1386023,23,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2254239,0,2,0,9,15,18,20,59,82,84,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2130729,0,12,0,20,30,50,2,8,23,34,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","Yes" +3180014,11,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1823649,0,2,0,18,18,18,0,0,0,0,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","Yes" +2285643,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2844841,159,8,0,0,0,0,3,3,8,8,3,"No",0,0.88,0.76,0,"No","No","Yes","Yes","No","No" +1413406,92,8,3,0,0,0,17,49,132,198,5,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1471612,55,9,0,25,45,75,6,24,53,85,18,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +2912021,51,8,27,20,44,68,5,26,62,88,13,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1338535,0,2,0,39,66,92,0,0,0,3,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1809931,22,2,0,0,0,0,1,2,10,10,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1576506,65,8,19,156,288,432,42,141,283,364,46,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1335621,75,NA,0,0,12,12,0,0,1,1,1,"No",0,-99,-99,2,"Yes","No","No","No","No","No" +3206983,3,3,0,1,3,5,0,2,3,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3011087,65,12,0,51,84,128,8,44,77,166,13,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1793469,2,2,0,48,48,48,1,2,2,2,1,"No",0,0.81,0.67,0,"Yes","No","No","Yes","No","No" +3256555,59,8,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.64,0,"No","No","No","Yes","No","No" +3228189,34,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1941313,14,2,0,60,80,110,8,32,63,96,27,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +2039429,8,8,0,0,0,0,2,3,10,13,4,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +1377023,31,2,0,0,0,0,0,0,2,3,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1364465,0,2,0,40,60,60,2,9,10,10,0,"No",0,0.24,0.28,0,"Yes","No","No","No","No","Yes" +1814210,0,4,0,6,6,6,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2919651,-1,12,0,2,2,2,0,0,1,2,1,"No",0,0.31,0.4,1,"No","No","No","Yes","No","No" +1325788,207,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1989433,2,8,0,0,0,0,4,7,9,10,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +3265624,239,2,4,0,0,0,7,29,84,134,18,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3066237,480,2,0,0,0,0,0,20,20,20,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2194780,2,8,0,7,7,7,1,4,6,7,0,"No",1,0.37,0.36,0,"No","No","No","Yes","No","No" +2030683,216,8,43,135,243,351,35,128,242,413,151,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2938389,76,4,18,100,180,240,50,110,202,282,36,"No",0,0.73,0.78,1,"No","No","No","Yes","No","No" +1845794,4931,8,0,0,0,0,0,0,6,7,21,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1622004,137,8,114,396,720,990,123,394,643,886,115,"No",18,0.43,0.46,0,"No","No","Yes","Yes","No","Yes" +3099842,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.56,0.68,0,"Yes","No","Yes","Yes","No","No" +2144120,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2943548,35,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"Yes","No","No","Yes","No","No" +1886082,91,52,0,0,0,0,0,2,9,15,0,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +1412291,0,8,0,14,27,38,3,14,18,31,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","Yes" +3085776,10,4,0,0,0,1,0,1,5,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3129969,160,9,0,0,0,0,0,5,5,26,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1687165,59,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","No" +3251953,7,9,0,0,0,0,0,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3067415,1,12,0,0,0,0,0,1,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2066534,37657,8,0,0,13500,13500,0,0,0,0,1777,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1382054,61,8,1,211,382,496,92,207,324,547,33,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1243553,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2895023,36,8,297,210,294,420,224,387,551,744,275,"No",0,0.81,0.78,159,"No","No","Yes","Yes","No","No" +1572157,26,2,0,0,0,0,0,7,8,8,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1294536,2,9,0,4,4,4,0,0,0,0,0,"No",4,0.85,0.83,0,"No","No","No","Yes","No","No" +2926353,119,8,0,0,0,0,0,5,5,6,0,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +1569083,21,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3130519,8,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3145666,9,2,0,0,0,0,0,4,7,9,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2903151,18,9,0,0,0,0,0,0,0,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1335114,177,52,0,0,0,0,2,3,5,6,1,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +3134286,7,8,28,14,42,70,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1465266,42,2,0,42,84,126,9,29,64,86,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1299247,137,8,6,93,223,353,42,136,296,415,33,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +3186070,34,8,0,15,45,80,6,25,60,82,11,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3058290,5,4,0,0,0,1,0,0,1,2,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1320876,0,8,2,1,1,1,1,1,2,2,0,"No",0,0.84,0.9,0,"Yes","No","No","Yes","No","Yes" +1736834,51,4,17,0,0,0,0,0,0,0,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +2851885,198,2,79,150,300,450,50,150,253,292,67,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3270754,410,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1622105,4,2,0,0,2,3,0,1,1,1,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2825617,66,8,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1992357,34,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3024340,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1795293,0,52,0,0,0,0,0,1,1,2,4,"No",0,0,0.16,0,"Yes","No","No","Yes","No","No" +1683557,6,8,0,2,8,11,2,8,20,30,0,"No",0,0.94,0.85,0,"No","No","No","Yes","No","No" +1419716,0,8,10,7,7,7,0,0,1,2,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1428807,2,8,0,70,101,121,16,45,75,127,29,"No",0,0.91,0.96,1,"No","No","No","Yes","No","Yes" +1254256,0,8,0,1,1,1,1,1,1,1,0,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","Yes" +2154587,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1472439,1520,2,464,1000,2250,3000,349,1222,2589,4035,318,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1113574,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2823719,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1898451,5,8,0,4,11,17,0,2,2,2,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1995582,0,4,0,0,10230,17710,0,8,8,8,16,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1920445,4,2,1,9,23,33,4,12,24,32,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1234438,10,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1910451,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2933824,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2967399,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1989270,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1563428,0,3,0,4,4,4,0,2,5,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2872695,130,4,23,134,222,285,103,299,594,871,34,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1263051,194,2,0,0,0,0,7,22,49,78,7,"No",0,0.22,0.06,0,"No","No","No","Yes","No","No" +3213958,2145,8,0,0,0,0,23,25,72,125,0,"No",0,-99,0.99,0,"No","No","No","Yes","No","No" +3152029,2,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2897739,32,8,0,30,90,120,15,37,69,94,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2046761,133,8,0,0,0,0,0,0,2,5,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1684283,10415,4,71,1071,1071,1071,314,3064,7504,11203,173,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1307048,11,8,0,14,29,59,6,21,43,57,2,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +1854459,6,9,0,0,0,0,0,0,4,7,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1702927,47,2,0,0,24,48,7,12,88,89,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3175248,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1120352,12,8,1,0,0,0,2,2,7,16,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2262274,11,9,0,9,9,9,2,3,15,22,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1343748,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","Yes","Yes","No","No" +1463848,0,2,0,27,31,31,0,0,0,0,0,"No",0,0.85,0.59,0,"Yes","No","Yes","Yes","No","Yes" +1264348,14,8,2,2,2,2,1,5,7,9,5,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +1982555,3,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2168721,56,8,0,2,2,2,0,1,3,4,1,"No",0,0.45,0.69,0,"No","No","No","Yes","No","No" +1125124,96,8,5,290,514,668,45,197,465,791,89,"No",18,0.23,0.23,0,"No","No","No","Yes","No","Yes" +2167445,85,NA,7,0,0,0,9,53,134,203,30,"No",0,-99,-99,0,"No","No","No","No","No","No" +1405837,3,2,0,20,20,20,0,0,0,0,0,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +1141919,69,4,0,126,270,414,45,135,312,471,16,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3242810,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1458609,55,8,0,0,0,0,2,4,6,15,3,"No",0,0.98,0.84,0,"No","No","No","Yes","No","No" +1250154,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2107897,32,14,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2047678,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2093813,57,8,8,48,92,140,8,45,94,162,11,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1946310,0,2,5,2,8,13,0,0,0,0,0,"No",0,0.68,0.65,0,"No","No","No","Yes","No","No" +3023939,3,2,0,0,1,2,0,0,2,4,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2987889,3,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1448236,144,8,129,1140,1944,3096,358,1177,2035,2753,249,"No",168,0.31,0.18,68,"No","No","No","Yes","No","Yes" +1925532,190,8,15,128,304,480,57,194,377,543,78,"No",0,0.43,0.7,0,"No","No","Yes","Yes","No","No" +3042752,224,8,0,600,600,600,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1572005,130,8,0,0,0,0,0,0,0,2,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1930291,20,5,0,8,32,40,6,17,58,85,13,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +3275246,113,4,0,0,0,0,6,21,26,27,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3124037,1,8,0,8,8,8,0,1,1,1,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +3147641,79,2,0,40,160,240,1,1,1,1,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1287238,1,8,0,1,2,3,1,3,3,4,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +1577679,2574,8,0,0,0,0,50,70,290,470,255,"No",0,1,0.33,0,"No","No","No","No","No","No" +3128385,85,8,0,41,41,82,12,43,95,151,19,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1224212,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1934694,15,4,0,0,0,0,8,12,17,41,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3204280,98,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1874849,2,2,0,63,63,63,22,24,30,30,15,"No",42,0.28,0.28,0,"Yes","No","No","Yes","No","Yes" +1504202,1554,8,0,0,510,1020,227,713,1506,2424,257,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1161731,-4,8,0,166,226,326,31,131,241,303,24,"No",10,0.99,0.98,15,"No","No","No","Yes","No","Yes" +1532031,298,8,86,210,290,330,66,118,171,368,193,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1506432,8,8,0,0,0,0,2,2,2,2,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3013857,1357,8,0,0,0,0,0,40,112,184,20,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1376795,14,8,0,7,7,7,1,10,12,12,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2975893,798,4,0,0,0,0,55,207,208,666,587,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2954150,76,8,0,0,0,15,2,15,27,81,3,"No",0,1,0.86,0,"No","No","No","Yes","No","No" +3209665,30,2,0,0,0,0,1,3,4,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1151096,39,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2102967,24,4,0,0,0,0,3,4,4,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1528198,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1163265,17,9,0,8,16,24,5,12,20,31,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1287365,7,2,0,0,0,0,0,1,1,4,0,"No",0,0.77,0.89,0,"Yes","No","No","Yes","No","No" +2310146,8,12,0,0,0,0,0,0,0,3,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1494959,20,12,14,9,27,48,8,18,45,70,15,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1384975,102,2,0,0,0,0,0,1,31,31,4,"No",0,0.9,0.7,0,"Yes","No","No","Yes","No","No" +3075940,253,9,60,180,360,540,51,233,575,895,103,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1756729,5,8,0,1,4,7,2,6,11,22,8,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1620586,328,8,0,0,0,0,4,8,14,19,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1981512,43,8,0,0,0,0,0,0,0,1,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1846740,3,6,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2193541,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"Yes","No","No","Yes","No","No" +1838051,63,2,3,0,50,75,10,30,63,83,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1903043,3228,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1669141,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.67,0.67,0,"No","No","No","Yes","No","No" +1672005,110,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2280638,30,2,0,0,0,0,1,2,12,17,0,"No",0,0.86,0.87,0,"No","No","No","Yes","No","No" +3078157,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1269092,10,0,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3100305,14675,8,0,0,0,0,14,80,226,326,9,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2902313,440,8,45,0,0,0,42,109,219,377,392,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1921812,5,9,0,0,0,0,1,1,1,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1544396,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1401540,291,2,116,80,304,544,102,274,539,799,108,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1863498,503,NA,0,0,0,0,3,7,19,27,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3057381,66,8,36,157,237,347,57,134,221,327,31,"No",0,1,0.9,1,"No","No","No","Yes","No","No" +1648101,9834,8,25,0,0,0,27,100,180,318,41,"No",0,0.66,0.73,0,"No","No","No","Yes","No","No" +1210035,0,9,0,6,8,10,2,9,11,17,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1367008,81,8,0,504,504,504,10,38,85,153,18,"No",0,0.93,0.95,0,"Yes","No","No","No","No","No" +1406878,6,8,0,0,1,4,0,3,6,8,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2096940,155,2,23,339,727,1078,90,318,637,951,73,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1466541,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.83,0,"No","No","No","Yes","No","No" +3259790,460,2,327,1425,2850,4350,480,1385,2376,3267,329,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1122359,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3079672,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.48,0,"Yes","No","No","Yes","No","No" +1930076,365,2,0,200,600,900,86,324,635,918,100,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2130398,39,12,0,0,0,0,0,1,1,1,1,"No",0,0.46,0.38,0,"Yes","No","No","Yes","No","No" +2918891,2,8,0,0,2,3,0,1,5,7,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1575168,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1565148,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1896911,6,2,8,36,66,91,10,33,35,36,0,"No",0,0.82,0.75,0,"No","No","Yes","Yes","No","No" +2887920,113,8,11,134,278,350,30,116,198,324,57,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1191279,15,12,119,699,848,848,233,585,1655,2211,260,"No",0,0.93,0.89,13,"No","No","No","Yes","No","Yes" +2924146,281,8,0,0,0,0,4,22,56,84,6,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3114183,46,8,3,40,64,96,13,33,67,96,19,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1144396,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1809523,87,2,0,0,0,0,1,3,5,7,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1120865,34,9,0,0,10,20,2,9,20,44,1,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1235526,149,8,105,200,550,850,66,318,606,843,54,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2184332,3,8,2,1,4,8,0,1,3,5,3,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1757746,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1539760,7,12,0,0,1,3,1,3,3,6,2,"No",0,0.76,0.73,0,"No","No","Yes","Yes","No","No" +1265800,494,NA,0,0,0,0,1,3,6,11,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2188338,3,8,0,2760,4824,6552,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +1148135,1040,4,278,707,1189,1449,1904,5970,11603,17754,192,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2277671,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3127118,59,9,0,0,0,0,5,8,18,24,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1449765,17,8,0,0,0,0,1,2,4,5,1,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1753707,16,12,0,0,0,0,3,14,24,38,26,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2025934,66,8,1,31,82,136,13,45,97,155,15,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +3192288,17,8,0,11,22,22,6,15,25,35,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +3237781,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1734245,81,NA,0,0,0,0,1,4,6,8,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1665136,26,8,0,0,0,0,0,5,14,19,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3067326,15,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2180990,43,NA,0,0,0,0,8,20,50,81,17,"No",0,-99,-99,0,"No","No","No","No","No","No" +1562526,4,12,0,0,0,2,1,2,5,5,3,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +1554522,180,2,49,244,558,896,8,9,9,9,50,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1481784,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3083815,0,8,0,10,10,10,0,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3027440,706,8,17,0,0,34,34,151,345,401,56,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2905012,78,8,28,112,196,252,22,77,153,237,40,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1471040,6,2,0,61,61,85,9,24,75,136,15,"No",0,0.44,0.64,0,"No","No","Yes","Yes","No","Yes" +1810323,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1651713,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3135049,2,8,0,0,1,2,1,2,2,3,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2815199,32,52,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1811461,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1277611,9,8,0,8,20,28,9,15,25,32,0,"No",0,0.92,0.88,0,"No","No","No","Yes","No","Yes" +2910085,18,8,0,60,60,60,2,11,21,27,0,"No",0,0.57,0.66,0,"No","No","No","Yes","No","No" +1946365,158,8,0,0,0,0,2,4,6,12,17,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1270425,36,4,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1354293,1,8,0,2,3,5,1,2,4,4,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1656850,0,8,10,7,7,7,0,0,0,2,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1169028,17,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3202891,23,8,0,0,9,18,4,9,25,32,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2986792,357,8,7,1248,1900,2389,260,723,1366,2227,204,"No",162,0.76,0.84,0,"No","No","No","Yes","No","No" +2071478,7,8,0,0,0,0,0,0,1,2,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3116865,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3188888,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2957467,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1947689,0,2,0,111,111,111,1,3,5,15,22,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1546756,2,14,0,1,7,9,3,6,7,11,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +3162623,31,8,0,0,4,22,8,23,47,70,1,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1736923,9,2,0,0,0,0,5,14,22,22,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","Yes" +1181722,15,4,0,24,34,44,7,11,22,25,0,"No",0,0.85,0.88,0,"Yes","No","Yes","Yes","No","No" +1211471,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1604755,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2893330,93,2,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1714576,31,6,0,0,28,28,5,17,47,66,20,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1175539,10,6,0,0,0,0,0,0,0,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1448750,105,2,0,72,144,216,14,39,59,64,5,"No",0,0.06,0.17,0,"Yes","No","Yes","Yes","No","No" +2135912,1,12,0,11,17,29,3,9,16,21,0,"No",5,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +2879858,527,8,1,216,504,720,57,263,563,890,54,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +1440341,2,8,0,0,0,1,1,1,2,5,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1289646,1,12,0,3,5,7,1,2,4,6,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2108061,267,2,76,441,740,1083,129,438,764,1162,146,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1849278,8,4,0,5,7,8,15,26,32,33,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +3111619,60,9,0,0,0,0,0,0,0,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2120378,81,8,0,50,50,50,0,0,0,0,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +3281928,18,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3280857,64,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1649705,6,8,0,10,20,30,1,5,5,6,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2926912,1294,12,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2122438,10,8,0,0,0,0,0,0,1,1,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3060078,34,8,0,0,0,0,0,4,4,6,48,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2860540,0,2,0,85,85,85,0,0,0,0,0,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +2804998,72,2,0,0,0,0,1,4,4,6,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1679922,0,2,0,10,10,10,0,0,0,0,2,"No",0,0.91,0.94,0,"Yes","No","Yes","Yes","No","Yes" +1366381,1,12,0,1,2,2,1,1,1,2,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2147224,95,2,9,64,160,224,30,104,185,281,20,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +2109389,53,8,0,37,37,74,31,48,93,122,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1148513,2,2,4,6,11,16,6,13,15,15,1,"No",0,0.63,0.64,0,"Yes","No","No","Yes","No","Yes" +2080203,150,9,0,0,0,200,7,35,86,136,26,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1657037,0,2,0,6,6,18,9,17,31,36,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2291892,0,2,0,7,8,8,0,0,0,0,1,"No",0,0.7,0.43,0,"No","No","No","Yes","No","Yes" +1536825,48,12,24,42,78,126,11,71,197,316,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2941612,3,2,0,78,126,174,22,53,92,95,4,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","Yes" +2294356,240,52,0,0,0,0,0,6,16,28,17,"No",0,-99,0.99,0,"Yes","No","No","No","No","No" +1870985,3,16,0,0,0,0,0,0,1,1,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1503667,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +3056783,27,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +1671738,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.95,0,"No","No","Yes","Yes","No","No" +1525706,1,3,0,4,7,9,0,3,6,6,0,"No",1,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2013356,0,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1972875,84,8,5,57,135,216,28,67,130,227,29,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2303996,0,2,3,8,18,30,5,14,19,33,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2223205,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +1863796,56,8,0,50,50,100,1,10,18,41,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +2290966,281,12,0,0,0,0,0,6,6,10,16,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1787542,12,12,0,0,0,0,0,0,2,2,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3259196,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3051524,0,16,0,2,2,2,0,0,0,0,0,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +1741465,44,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1245549,1654,8,301,3912,6072,7800,762,2145,4314,7560,1612,"No",0,0.55,0.55,0,"No","No","No","Yes","No","No" +1547440,358,8,32,120,390,525,163,548,1162,2062,188,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2969752,232,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1282828,46,4,9,162,277,415,32,104,171,231,21,"No",0,0.82,0.78,0,"No","No","Yes","Yes","No","No" +2123825,19,9,0,35,70,105,4,19,36,50,0,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1163205,0,2,4,13,16,16,2,8,8,8,0,"No",4,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +2819521,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1483152,753,8,6,0,0,0,56,215,430,631,75,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2061919,91,8,0,80,80,160,9,41,80,123,26,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2172869,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.37,0,"No","No","No","Yes","No","No" +1647060,21,8,0,0,0,0,1,2,2,6,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1952774,548,2,132,616,1120,1792,186,560,1102,1622,171,"No",0,0.63,0.63,0,"No","No","No","Yes","No","No" +2870720,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3150906,10,8,0,0,7,7,4,8,12,18,5,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1997554,1,8,0,12,12,18,5,8,10,19,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1909821,0,2,0,2,2,3,1,2,2,3,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1360989,47,8,0,0,0,0,1,2,3,4,0,"No",0,-99,0,0,"No","No","No","No","No","No" +2843646,1,8,0,0,0,0,0,0,0,1,2,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1748223,3,4,0,12,12,12,0,0,0,0,0,"No",12,0.96,0.85,0,"Yes","No","Yes","Yes","No","No" +3172261,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1853120,297,2,0,112,336,448,52,106,236,320,0,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2302252,19,10,4,78,98,108,31,75,100,150,22,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","Yes" +1787570,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2969921,5,8,0,0,1,3,1,7,9,11,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +2926363,2,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3008606,21,8,0,50,76,103,17,41,76,110,17,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2865925,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1195878,0,8,0,6,7,8,1,3,8,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1637948,211,NA,21,0,0,0,93,303,546,868,90,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1140767,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2989920,197,9,54,100,200,375,44,136,280,421,51,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2022386,4,8,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3238916,93,8,31,100,181,301,41,114,189,287,74,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3282875,281,9,76,79,79,79,28,64,157,234,30,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1308058,74,8,0,0,0,0,0,0,0,1,2,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1289584,32,8,15,53,93,137,17,55,115,163,15,"No",0,0.67,0.61,1,"No","No","Yes","Yes","No","No" +1350823,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1135518,6,12,0,0,0,0,0,1,2,2,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1974327,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1468614,187,8,11,75,275,425,50,163,389,651,33,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +3073542,309,8,0,1107,1562,1862,0,0,20,41,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1963462,1,8,0,9,9,13,1,4,12,16,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2959467,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3031365,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2085083,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1732006,44,12,0,0,0,0,7,20,35,61,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1829383,1,12,0,2,3,5,2,5,8,16,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1829893,7,8,0,0,3,9,1,2,5,7,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1767162,3,2,3,6,6,6,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +3228359,7,12,0,0,0,0,0,0,0,0,6,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1605913,64,52,0,0,0,0,3,9,16,31,1,"No",0,0.4,0.32,0,"Yes","No","No","Yes","No","No" +1484546,9,2,0,6,6,6,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +2306332,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1471289,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2059247,0,8,0,5,5,5,0,0,1,5,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2023113,481,8,22,642,975,1308,82,331,593,939,118,"No",0,1,1,0,"No","No","No","Yes","No","No" +1354070,239,8,0,0,0,522,8,34,105,168,30,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2817252,28,8,0,0,0,0,1,2,2,2,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2853206,15,4,0,0,0,0,0,1,4,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1283751,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2127957,209,8,0,0,0,0,0,32,33,83,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1909267,1,10,1,0,0,1,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2887654,235,2,97,508,918,1453,132,506,1160,1578,107,"No",21,0.41,0.59,0,"No","No","No","Yes","No","No" +3279016,19,4,0,0,0,0,0,1,1,1,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","No" +2231549,1147,4,0,0,0,0,23,120,262,401,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1303179,61,2,0,0,28,56,11,46,70,93,13,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1841349,68,8,0,0,21,76,12,32,70,90,7,"No",0,0.83,0.78,0,"No","No","No","Yes","No","No" +1895821,2,8,0,24,37,50,2,13,23,44,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +3156629,59,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2986265,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1814568,345,16,36,30,278,445,54,211,461,768,48,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2939683,7,8,0,0,0,0,0,1,1,4,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1221451,20,8,0,32,64,96,8,23,47,66,3,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +3239633,2,8,0,0,1,2,2,2,7,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1145104,15,2,0,20,40,60,13,27,33,35,0,"No",0,0.92,0.85,0,"No","No","No","Yes","No","Yes" +1154386,0,8,0,50,50,50,0,8,21,32,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","Yes" +3119180,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3119826,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","Yes","Yes","No","No" +1455722,0,0,0,5,7,10,2,3,7,9,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1671091,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1602234,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1531948,179,9,0,0,0,0,13,49,135,190,32,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1320566,5,8,0,18,36,51,7,23,46,65,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1421656,0,9,0,4,4,5,0,1,3,4,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +3112005,11,2,0,0,0,0,0,0,0,2,0,"No",0,1,0.52,0,"Yes","No","No","Yes","No","No" +1457722,40,2,0,40,80,120,19,56,106,150,22,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +2046622,0,12,58,42,82,102,17,51,154,211,37,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1671097,-19,6,22,66,132,176,24,76,145,216,22,"No",0,0.78,0.78,19,"No","No","No","Yes","No","Yes" +1392127,5,2,0,4,8,12,1,4,10,17,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1223400,3,2,0,2,3,3,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2864051,0,52,0,25,25,25,0,0,0,0,0,"No",25,0.79,0.87,0,"Yes","No","Yes","No","No","Yes" +1894840,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.8,0,"No","No","No","Yes","No","No" +2022980,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2086245,541,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.71,0,"No","No","No","Yes","No","No" +3248046,7,12,0,2,2,2,0,0,0,0,0,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1663470,0,2,0,40,88,120,0,0,0,0,1,"No",0,0.92,0.84,0,"Yes","No","Yes","Yes","No","No" +2929066,117,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.71,0,"No","No","Yes","Yes","No","No" +1170533,118,2,120,90,240,390,10,350,551,561,25,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1591341,18,8,0,0,0,0,1,2,4,5,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1465281,7,0,0,9,18,24,1,17,29,41,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +2008451,733,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3206573,87,2,0,0,0,0,5,45,45,45,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3199023,25,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2966520,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.89,0,"No","No","Yes","Yes","No","No" +3153539,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3068326,24,2,0,0,12,36,2,9,22,28,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1385999,45,2,0,0,0,0,0,2,2,4,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2885132,102,2,48,132,294,456,42,128,262,318,44,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3086627,76,8,1,34,68,102,10,38,76,119,9,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1927030,3650,2,1662,8400,17100,25500,2015,6795,14861,22838,1921,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1135137,22,15,0,106,196,262,19,62,100,143,43,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +2004475,55,4,0,336,336,336,4,6,27,34,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1903595,12,8,0,0,0,0,1,9,20,30,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +2226354,3,8,9,0,0,4,4,10,20,27,0,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +1461890,5,8,13,34,64,88,10,30,55,78,22,"No",1,0.45,0.45,2,"No","No","Yes","Yes","No","No" +3011680,66,2,25,73,73,73,0,0,0,0,8,"No",0,0.48,0.57,0,"Yes","No","No","Yes","No","No" +1111678,2858,2,0,0,0,0,7,17,32,44,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2244217,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2051705,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1755059,4,8,1,0,2,5,0,1,4,7,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1982094,6,9,0,6,15,24,2,10,20,22,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1162133,5,2,0,30,54,78,16,55,115,151,25,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2302110,47,8,0,0,0,0,1,2,2,2,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1960054,13,2,0,0,0,5,1,3,7,12,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2917039,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.79,0,"No","No","Yes","Yes","No","No" +2949100,112,2,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3143724,3627,8,766,1728,3240,6264,770,2486,4578,6790,668,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2959511,22,8,0,18,36,54,9,24,44,66,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2821342,0,2,0,6,6,6,0,2,2,2,1,"No",0,0.13,0.17,0,"Yes","No","No","Yes","No","Yes" +1224950,5,3,0,0,0,0,0,0,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1357676,389,8,20,0,0,180,35,99,222,386,47,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1385051,10,2,0,0,12,12,2,2,2,2,1,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","Yes" +1277228,182,8,0,0,0,0,0,2,13,33,9,"No",0,0.87,0.55,0,"No","No","No","Yes","No","No" +1513588,1,8,0,20,29,29,2,7,15,27,1,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +1880460,267,6,0,0,0,0,9,13,28,37,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2248408,2,8,0,0,0,0,0,4,5,8,6,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","No" +1292951,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1564654,0,8,0,400,400,400,14,42,87,142,24,"No",0,0,0.5,1,"No","No","No","Yes","No","Yes" +1334704,5,2,0,25,40,70,7,29,29,29,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1609112,21,12,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1230276,0,8,1,3,5,6,0,6,7,7,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1945333,91,2,0,0,0,0,0,0,1,1,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1280103,97,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2893887,377,10,0,0,0,0,0,0,4,6,1,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1914852,1,14,0,8,8,8,0,0,4,8,0,"No",2,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1224552,244,5,30,240,360,600,55,213,471,772,89,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1499046,975,8,125,214,214,404,4,8,25,36,35,"No",0,0.59,0.77,0,"No","No","No","Yes","No","No" +2981360,29,2,0,0,0,0,0,1,1,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1381815,31679,8,320,0,0,0,194,1052,1595,2244,278,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1313493,1,9,0,3,5,6,30,70,95,145,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","Yes" +1243836,5,8,10,16,37,59,1,5,9,12,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1304389,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2306912,223,2,0,0,0,0,0,0,2,3,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1234048,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2886092,20,4,0,0,0,0,0,1,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2270884,180,4,2,36,69,93,22,70,144,244,72,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1348092,9,2,0,0,4,8,1,7,7,8,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +2948947,68,2,0,0,0,0,0,15,28,31,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2149975,48,2,0,0,0,0,0,2,3,3,3,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3042407,0,2,0,39,55,75,2,10,14,14,0,"No",1,0.81,0.58,5,"No","No","No","Yes","No","Yes" +2224678,2,8,0,12,19,26,0,5,11,14,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1205905,11,8,10,0,0,0,2,6,14,26,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1203096,44,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2081224,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1589877,17,8,177,360,600,768,307,532,889,1186,145,"No",0,0.89,0.68,3,"No","No","No","Yes","No","Yes" +1429424,301,8,115,645,1055,1505,212,649,1212,1741,231,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2238372,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1590115,0,8,0,8,14,21,5,17,33,42,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +3212996,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1585544,881,8,333,1750,3250,4850,497,3712,5448,7452,483,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2948552,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1928796,1,2,2,2,5,9,0,2,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1303062,152,8,3,0,0,0,11,57,91,128,35,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1657226,1,9,0,1,1,2,0,1,1,1,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1805918,65,8,4,26,30,34,5,20,51,74,13,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +1920619,5,8,0,0,0,0,1,1,1,2,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1933078,5,2,0,0,0,0,0,0,2,2,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1393129,1,8,0,2,4,5,0,2,3,4,0,"No",0,0.12,0.38,0,"No","No","No","Yes","No","Yes" +2162677,19,8,0,5,23,32,3,7,29,45,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1960454,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2300700,0,2,0,20,25,25,0,0,0,0,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","Yes" +1136809,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1423403,289,8,62,446,749,951,109,309,656,1016,120,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1145297,1669,2,0,0,0,0,0,4,10,18,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1347612,35,52,0,0,0,0,0,3,5,8,3,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3188731,51,8,12,24,48,82,8,34,72,123,17,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1333885,0,2,0,7,11,16,3,7,10,10,0,"No",3,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1940268,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1882379,24,12,0,0,0,0,0,0,4,9,5,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","No" +1476508,0,12,0,13,19,27,2,7,16,22,0,"No",2,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1430701,5,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1588872,1504,8,494,2305,4805,6930,738,2410,4715,7650,754,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1780357,3,8,0,40,60,80,14,49,74,109,0,"No",0,0.61,0.57,0,"No","No","No","Yes","No","Yes" +1849242,9,8,0,0,0,0,0,0,1,2,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1371524,41,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.65,0,"Yes","No","No","Yes","No","No" +1470574,334,2,0,0,0,0,21,42,42,42,4,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1412966,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1306590,4,12,0,1,3,3,1,1,2,2,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1189447,3,2,0,0,0,0,1,1,1,1,1,"No",0,0.87,0.68,0,"No","No","No","Yes","No","Yes" +2022904,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3060298,64,4,0,0,0,0,0,10,15,15,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1557565,109,2,0,0,0,0,0,1,1,2,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1597309,72,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1623683,321,2,0,0,0,0,24,38,39,39,35,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1506913,2,2,2,3,6,9,2,5,7,9,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2876152,9,8,0,0,0,0,1,3,6,9,1,"No",0,0.59,0.71,0,"No","No","No","Yes","No","No" +1963542,197,8,36,222,402,622,83,251,481,742,78,"No",2,0.77,0.82,0,"No","No","No","Yes","No","No" +1577757,4760,52,0,0,0,0,0,5,17,23,0,"No",0,0.95,0.86,0,"Yes","No","Yes","No","No","No" +2987047,1140,NA,0,0,0,0,1,7,11,18,2,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1175753,5,8,0,0,0,1,0,0,2,3,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1340639,196,8,0,0,0,0,0,1,5,5,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2817243,49,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +3063728,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2998485,19,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +2070318,62,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1224905,0,9,0,2,3,4,0,1,2,3,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","Yes" +2207534,4,12,0,0,0,0,0,0,0,5,1,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1934809,127,8,3,50,50,50,19,40,70,107,22,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1530484,-5,3,0,48,102,162,31,37,40,44,6,"No",0,0.96,0.97,5,"No","No","No","Yes","No","Yes" +1243914,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.48,0,"Yes","No","No","Yes","No","No" +1267479,2,8,0,0,0,0,1,1,1,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1554903,200,8,0,0,0,0,20,60,180,260,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2864155,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","Yes","Yes","No","No" +2005804,349,8,147,480,940,1300,134,492,931,1392,320,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1673392,192,8,399,1888,3232,4464,551,1544,3007,4583,888,"No",168,0.71,0.7,20,"No","No","No","Yes","No","Yes" +1843027,917,8,0,0,0,0,0,5,8,18,5,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1252597,1,8,0,3,5,7,2,3,5,6,0,"No",0,0.47,0.62,0,"No","No","No","Yes","No","No" +1634013,32,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2949898,614,8,66,135,405,540,72,266,605,943,70,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +2894557,36,8,0,30,30,30,2,2,4,4,1,"No",30,0.76,0.84,0,"No","No","No","Yes","No","No" +1383290,1,8,0,62,98,132,12,30,73,98,38,"No",0,0.29,0.34,1,"No","No","No","Yes","No","Yes" +2160803,813,2,0,0,0,0,2,19,44,76,5,"No",0,0.15,0.19,0,"No","No","No","Yes","No","No" +1894531,5,12,0,0,0,0,0,0,2,8,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1613764,7,8,0,19,27,39,8,17,32,58,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1887955,1551,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +2049149,1,8,0,1,2,3,3,3,4,6,0,"No",0,0.07,0.15,0,"No","No","No","Yes","No","Yes" +1864403,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2992752,12,8,0,0,0,0,0,1,1,6,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +3167009,31,2,0,36,72,144,4,26,70,94,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +1478005,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2953591,2393,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1948468,149,8,0,0,0,0,20,43,90,151,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +2130470,51,2,0,40,90,160,25,74,131,164,0,"No",0,0.91,0.83,0,"No","No","No","Yes","No","No" +3101635,53,8,0,0,0,0,9,13,18,22,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1811767,8,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1277543,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +1949075,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2977126,65,8,21,108,108,216,30,74,116,149,32,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1290912,19,8,0,0,0,0,1,1,2,4,1,"No",0,0.96,0.94,0,"No","No","Yes","Yes","No","No" +1409451,4,12,0,20,30,40,3,8,18,24,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1445455,223,8,1,0,0,200,13,62,218,264,35,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1995065,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +2269804,8,2,1,13,27,41,3,12,33,46,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1836388,10,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1590484,4,8,0,3,3,6,1,2,7,10,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +3194724,23,2,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +3208861,5,12,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1944561,2,9,0,0,1,2,0,1,2,3,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +2009166,15,8,0,16,46,76,10,40,74,95,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +2947492,6572,8,2,0,0,0,11,28,68,161,30,"No",0,1,1,0,"No","No","No","Yes","No","No" +2014539,6,8,0,0,0,0,0,1,1,3,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1979655,6,0,0,0,0,0,1,1,1,2,0,"No",0,0,0,0,"No","No","No","No","No","No" +2313192,30,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1835439,1,8,0,0,0,0,1,1,7,12,1,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +2997594,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +3025043,153,14,0,0,0,0,0,0,6,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2268769,72,52,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"Yes","No","Yes","No","No","No" +2150619,134,NA,21,0,0,0,47,172,329,575,59,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2991802,523,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.74,0,"No","No","No","Yes","No","No" +1859657,10,4,0,0,2,4,0,4,10,15,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2165061,3,2,10,0,0,0,1,3,3,3,0,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","No" +1180662,0,12,0,8,12,14,3,7,16,19,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2889728,1597,2,584,1573,3692,6110,721,2520,5212,6103,1157,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1857230,2,9,0,0,0,0,0,0,0,1,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3095819,88,4,0,0,0,0,0,2,3,3,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1930322,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2905032,5,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2166744,128,8,22,1308,1983,2703,287,776,1366,2074,198,"No",90,0.86,0.9,0,"No","No","No","Yes","No","Yes" +2205080,113,9,0,0,0,0,2,3,3,5,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1861315,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1551629,2,8,3,0,3,6,1,6,8,10,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +1346665,15,8,10,0,1,7,4,10,11,15,3,"No",0,0.63,0.56,0,"Yes","No","No","Yes","No","No" +1718882,67,10,0,8,18,31,6,16,32,74,26,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +3170540,1982,4,260,1190,2430,2740,186,1047,2458,4155,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1847037,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1511412,46,NA,0,0,0,0,5,184,346,542,39,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1525409,64,2,17,108,216,336,59,153,300,419,24,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1342246,841,4,0,0,0,0,12,46,112,158,10,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1880468,6,8,0,0,0,0,0,1,4,6,5,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +2275763,2,8,4,17,29,33,12,23,30,46,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +2200689,0,8,0,5,5,5,0,0,0,2,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","Yes" +3188639,76,9,0,0,0,0,0,0,2,3,0,"No",0,0.94,0.83,0,"Yes","No","Yes","Yes","No","No" +1203626,3,8,0,1,6,7,1,3,6,10,3,"No",0,0.17,0.34,0,"No","No","No","Yes","No","Yes" +2007252,122,52,0,0,0,0,1,4,9,12,1,"No",0,0.88,0.92,0,"Yes","No","No","No","No","No" +1952683,21,2,0,0,22,44,4,14,25,37,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +3045062,27,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2068683,48,8,0,0,0,0,2,4,5,6,2,"No",0,1,0.2,0,"No","No","No","Yes","No","No" +2916488,1142,4,7,0,0,0,40,151,315,530,54,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2171650,0,8,0,19,19,19,1,9,29,41,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1480900,5,2,0,0,30,30,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1737176,7,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1408230,82303,13,0,19872,19872,19872,0,0,0,400,95,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2021584,10,9,0,0,0,0,0,1,1,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1204977,7,14,0,6,10,12,1,3,9,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1353865,2,8,1,9,13,17,5,9,20,27,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +3282593,142,4,77,135,351,566,69,234,456,630,66,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1386466,0,8,0,6,6,7,0,0,0,0,0,"No",3,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2036821,16,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1309127,1529,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1998423,26,2,0,18,42,72,16,32,37,81,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1823993,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1681620,18,2,0,20,40,60,5,17,31,49,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +1948753,3,8,0,0,2,4,0,2,2,5,1,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1889961,13,NA,0,0,0,0,1,4,10,19,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1234031,-2,2,0,40,50,60,17,45,52,148,5,"No",0,0.79,0.83,2,"No","No","No","Yes","No","No" +1946352,87,12,0,0,0,0,0,1,3,6,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3017995,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1546175,3,8,0,3,6,9,1,5,9,15,2,"No",0,0.44,0.62,0,"No","No","No","Yes","No","No" +1211371,112,8,0,0,0,0,6,345,361,383,25,"No",0,0.39,0.73,1,"Yes","No","No","No","No","Yes" +3148570,24,2,0,0,0,0,0,0,4,4,1,"No",0,0.66,0.75,0,"Yes","No","No","Yes","No","No" +1245395,2,2,0,2,5,8,1,4,8,9,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2828626,29,2,0,0,0,0,1,2,8,8,0,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +2144461,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +3256734,662,8,98,69,414,828,108,382,934,1473,143,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2244195,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +2004426,0,8,0,3,6,9,2,4,6,8,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1742468,12,2,0,0,0,0,2,3,3,3,0,"No",0,0.6,0.78,0,"Yes","No","No","Yes","No","No" +2093402,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3243360,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +3270981,52,8,1,6,30,60,6,33,64,86,11,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2264937,25,2,0,0,0,0,2,3,4,4,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1209541,0,2,0,776,776,776,0,0,1,1,53,"No",0,0.82,0.9,0,"No","No","Yes","Yes","No","Yes" +1697868,84,8,14,36,84,132,13,47,107,176,50,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +1779621,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1353999,44,8,0,0,0,0,0,1,1,3,1,"No",0,0.95,0.87,0,"Yes","No","No","Yes","No","No" +1130654,22,2,0,0,0,0,0,1,1,3,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1132798,14,8,1,15,33,57,5,11,28,49,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2047065,43,8,35,254,350,446,118,310,419,718,136,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1609681,1,12,0,5,8,12,0,3,7,7,0,"No",0,0.78,0.78,0,"Yes","No","No","No","No","Yes" +1603380,0,2,0,4,19,19,0,0,0,0,1,"No",0,0.81,0.87,0,"No","No","No","Yes","No","Yes" +2277873,1811,8,0,0,0,0,0,0,1,1,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1976834,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3167347,43,2,0,0,0,0,0,0,4,5,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1383956,404,8,48,1512,2592,3672,469,1172,2181,3495,175,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3083559,2,2,0,0,0,0,0,1,2,2,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2096082,1,12,0,2,3,4,1,2,3,4,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1351439,293,8,32,369,497,881,304,470,792,913,432,"No",0,0.59,0.59,0,"No","No","No","Yes","No","No" +1789071,8,12,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1526307,3,2,0,16,16,16,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1862184,12,8,0,0,0,0,0,0,2,3,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1916137,50,8,0,200,200,200,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1267313,1,9,0,13,21,23,4,7,22,36,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2156678,47,2,0,100,150,250,39,105,203,292,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1938484,2,2,0,0,0,0,2,2,2,2,0,"No",0,0.44,0.41,0,"No","No","No","Yes","No","Yes" +1244757,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +3206480,13,12,2,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2131707,1900,NA,0,0,0,0,19,106,235,470,74,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1288093,55,8,6,150,150,150,13,34,57,102,21,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1385650,19,2,0,11,11,11,12,12,12,12,0,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","Yes" +1114825,21,8,0,0,24,24,5,15,22,36,0,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","No" +1160679,2,8,20,40,100,140,14,56,116,173,0,"No",0,0.93,0.8,0,"No","No","No","Yes","No","Yes" +1760525,0,8,0,6,6,6,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1883014,28,8,0,0,0,36,4,12,33,43,11,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2982634,5,8,0,0,0,0,0,0,1,2,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1475020,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1883311,132,2,0,0,0,0,2,12,19,26,0,"No",0,0.92,0.84,0,"No","No","No","Yes","No","No" +2198243,27,8,4,216,376,548,64,219,395,538,47,"No",20,0.66,0.67,0,"No","No","No","Yes","No","No" +2807135,3,9,0,0,0,0,1,1,1,1,1,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2176294,32,9,0,10,36,64,0,24,35,50,4,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1452593,0,2,0,14,14,14,0,0,0,0,0,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +1552147,1,2,0,2,3,4,1,3,5,6,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +2832302,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1429465,55,8,18,54,90,144,14,38,84,149,22,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1172990,12,4,0,0,3,6,0,2,3,6,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3233109,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +3075169,75,3,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2051402,2727,NA,10,0,0,0,28,116,229,373,29,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1505180,218,8,77,0,53,106,30,85,201,307,49,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1131919,0,2,0,5,6,6,0,1,1,1,0,"No",0,0.05,0.24,0,"Yes","No","Yes","Yes","No","No" +2111842,-59,8,9,513,837,1113,74,364,619,1008,287,"No",12,0.83,0.86,64,"No","No","No","Yes","No","Yes" +1570466,177,8,4,169,325,377,32,101,204,368,63,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3111852,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1897543,2,2,0,22,22,33,2,11,20,27,0,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","Yes" +1448829,2,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1130372,4995,52,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +1813448,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1478055,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1214377,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1162517,128,8,0,0,0,0,6,17,32,51,84,"No",0,0.48,0.56,0,"No","No","No","Yes","No","No" +2982435,99,8,37,60,150,222,20,65,139,265,30,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2938714,2,8,0,2,5,9,1,2,4,7,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1122487,1,8,0,10,10,10,2,10,17,20,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3058866,6,14,0,2,8,12,1,6,15,24,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1616792,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1813266,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2919569,76,8,0,205,205,205,5,30,59,94,20,"No",205,0.95,0.95,0,"No","No","No","Yes","No","No" +1690276,33,8,0,0,0,0,0,0,0,2,0,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +1723429,158,52,19,178,179,205,34,92,171,260,35,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1900488,1,8,0,14,22,30,6,9,15,24,0,"No",0,0.67,0.62,0,"No","No","Yes","Yes","No","Yes" +1306463,84,8,0,0,0,0,0,0,0,0,1,"No",0,0.51,0.76,0,"No","No","No","Yes","No","No" +2182745,24,9,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1802945,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.92,0,"Yes","No","Yes","Yes","No","No" +2088293,610,8,52,1568,1568,1568,182,607,1215,1876,166,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2945824,48,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1531461,28,4,0,0,0,0,1,1,2,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1403276,2,8,0,25,25,25,5,10,18,22,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1639486,128,52,0,0,0,0,1,89,113,125,6,"No",0,0.95,0.95,0,"Yes","No","No","No","No","No" +1629956,48,NA,0,0,0,0,0,2,7,8,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1116391,32,8,0,0,0,0,1,3,4,4,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1485955,241,2,0,0,0,0,2,13,28,41,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2853043,546,8,0,0,0,0,2,9,11,17,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2307096,17,8,0,0,0,0,1,2,2,2,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2167779,77,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2303138,119,8,0,0,0,0,0,0,0,5,0,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +2280175,457,8,174,624,728,936,177,452,735,1181,134,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1458885,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +2918105,0,8,0,2,2,3,1,1,2,3,0,"No",0,0.08,0.26,0,"No","No","No","Yes","No","Yes" +1493731,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +3180692,0,8,0,6,6,6,0,1,2,2,1,"No",0,0.31,0.27,0,"No","No","No","Yes","No","Yes" +1599567,13,2,0,64,128,192,8,15,15,15,7,"No",0,0.1,0.05,0,"No","No","No","Yes","No","No" +1183709,8,2,2,0,0,0,7,18,20,20,2,"No",0,1,0.91,0,"Yes","No","Yes","Yes","No","Yes" +2873349,19,2,0,0,0,0,0,2,2,2,1,"No",0,0.48,0.36,0,"Yes","No","Yes","Yes","No","No" +1468871,564,8,25,0,0,0,13,42,94,145,33,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1865341,482,9,0,0,0,0,0,58,66,89,105,"No",0,0.96,0.95,0,"No","No","No","No","No","No" +3042776,4,8,0,0,0,1,0,1,3,4,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1992018,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1212803,52,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1263742,0,2,0,30,40,70,14,25,58,91,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","Yes" +1570332,58,8,0,62,124,186,8,54,93,110,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +3126084,3,2,0,0,0,0,1,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2028028,0,NA,0,0,0,0,2,5,17,21,5,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1134013,59,8,4,0,0,0,6,20,48,67,5,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1477671,53,8,0,0,0,0,13,27,41,58,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2949295,0,2,0,21,21,21,0,0,0,0,0,"No",0,0.12,0.1,0,"Yes","No","No","Yes","No","No" +1249279,1902,8,141,0,548,1414,305,911,2183,3354,373,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2921873,2312,2,0,0,0,0,8,17,24,29,0,"No",0,0.9,0.93,0,"No","No","No","No","No","No" +2018481,375,9,13,230,600,1030,97,404,869,1314,83,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2178845,61,NA,0,0,0,0,0,1,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3158030,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.49,0,"No","No","No","Yes","No","No" +2304946,960,4,600,1200,2400,3600,445,1499,3134,4725,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2855314,26,8,2,0,12,20,2,13,39,53,0,"No",0,0.74,0.69,0,"No","No","No","Yes","No","No" +2017470,82,8,34,48,143,181,13,72,183,276,108,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2128284,8,8,0,8,16,24,2,8,19,31,0,"No",8,0.78,0.76,0,"No","No","No","Yes","No","No" +2126918,0,2,1,2,3,4,2,3,6,7,0,"No",0,0.76,0.72,0,"No","No","No","Yes","No","Yes" +1650644,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1504515,24,8,8,14,35,63,6,21,57,93,14,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +2110385,15,9,0,0,0,0,0,2,5,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1691686,1167,12,0,1200,1200,1200,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3008296,5,NA,0,0,0,0,2,2,3,5,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1387659,12,8,8,5,15,25,7,22,36,55,2,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1899543,32,NA,0,0,0,0,1,1,2,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1917324,78,8,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1697412,70,4,0,0,25,25,5,9,30,42,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1376563,8880,12,0,0,0,0,3,12,22,36,0,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +2086453,0,8,0,47,47,47,1,2,8,16,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +2971854,64,12,0,120,200,280,22,79,176,267,22,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2937088,464,NA,0,0,0,0,2,7,20,27,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2829299,36,8,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +3187790,8,8,0,0,0,0,1,3,20,28,12,"No",0,0.75,0.76,0,"Yes","No","No","Yes","No","No" +3047504,5,8,0,0,0,5,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +2886640,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +1448878,1855,12,6,0,0,0,85,334,740,1062,82,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1416806,68,8,0,0,0,0,7,27,37,54,2,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +3103964,36,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.79,0,"No","No","No","Yes","No","No" +1663269,121,2,14,60,150,240,27,84,165,237,33,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +3058096,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1608934,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1294749,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1379846,51,8,9,62,120,159,7,42,98,167,37,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +3040329,3,2,0,3,3,6,3,4,7,9,1,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1883939,3,9,2,5,8,9,4,7,10,16,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1651818,8,2,0,6,15,24,2,5,10,14,0,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +3072081,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2302472,79,8,15,60,100,125,13,47,101,162,35,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +3017290,5,2,0,3,6,10,9,12,20,28,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1436025,14,9,0,0,0,8,0,7,18,26,2,"No",0,0.37,0.29,0,"No","No","No","Yes","No","No" +1956735,9,2,0,0,0,0,0,1,2,7,1,"No",0,0.78,0.81,0,"Yes","No","No","Yes","No","No" +3083964,6,NA,0,0,0,0,0,0,0,0,22,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1696110,19,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1591756,33,2,0,0,0,0,0,1,2,3,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2175577,9,2,0,0,0,0,2,3,3,3,0,"No",0,0.5,0.52,0,"Yes","No","Yes","Yes","No","No" +1541730,16,2,0,100,100,200,24,61,90,119,0,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +1797093,0,2,1,6,6,6,3,6,6,6,0,"No",1,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +1925948,4,12,0,14,17,25,0,22,23,23,3,"No",0,0.75,0.65,0,"No","No","No","Yes","No","No" +1504481,3602,NA,2259,0,0,0,2840,7362,14319,23359,1600,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2970484,169,8,0,0,0,0,4,14,22,44,59,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2034826,8,8,0,0,0,0,0,1,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1151777,0,2,0,45,72,88,0,0,1,1,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +2981572,81,8,7,200,300,500,46,164,277,412,119,"No",100,0.41,0.59,0,"No","No","No","Yes","No","No" +1629826,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3222862,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1990984,3815,4,0,0,0,0,0,11,31,51,10,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2200183,228,8,0,150,150,150,3,3,3,3,28,"No",0,0.5,0.51,0,"Yes","No","No","Yes","No","Yes" +2300627,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1233298,64,8,5,40,80,160,14,46,105,156,22,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1621371,31,8,0,305,472,633,39,134,328,583,53,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +1143490,951,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1323461,35,2,0,0,0,0,1,4,6,7,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1976184,20,8,0,73,98,123,6,26,63,106,42,"No",0,0.9,0.95,1,"No","No","No","Yes","No","Yes" +2951040,26,8,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2806824,22,52,0,0,0,0,0,0,0,3,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2227134,26,8,14,0,14,28,8,25,53,83,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1456383,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2224611,5,8,0,20,20,20,0,0,1,1,1,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2280439,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1734475,187,2,0,0,0,0,0,0,3,7,2,"No",0,0.31,0.2,0,"No","No","No","Yes","No","No" +1898563,29,NA,0,0,0,0,0,0,0,2,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1189297,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1359975,1046,11,0,0,0,0,9,22,69,111,7,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +2126544,36,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1740620,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3052027,4,8,0,0,0,0,0,1,3,5,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2124476,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1223190,0,NA,0,10,10,10,0,0,0,0,0,"No",0,-99,-99,2,"No","No","No","Yes","No","Yes" +2957194,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.23,0.31,0,"No","No","No","Yes","No","No" +3164271,209,12,19,73,211,349,46,115,196,339,47,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1239669,1,8,0,2,2,4,0,2,2,2,0,"No",0,0.6,0.6,0,"No","No","No","Yes","No","No" +1280535,23,2,15,106,178,214,35,81,169,198,16,"No",0,0.74,0.55,0,"No","No","No","Yes","No","No" +1544109,0,8,0,20160,30240,41760,0,0,0,0,2164,"No",0,0.91,0.91,0,"No","No","Yes","Yes","No","Yes" +3197501,4,8,0,0,0,0,1,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1898490,1,8,1,1,2,3,0,1,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1805741,-3,8,0,24,38,52,10,22,31,41,5,"No",0,0.71,0.66,3,"No","No","No","Yes","No","Yes" +1218194,238,12,40,50,190,360,57,191,434,660,46,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +2158812,24,4,0,0,0,0,0,5,6,9,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +2994365,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1294677,7,12,0,0,0,0,0,2,2,4,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2950954,366,8,154,1606,2794,4198,502,1549,2881,4188,165,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1852823,119,8,53,0,0,33,15,35,106,154,29,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1638677,9,2,0,6,9,9,0,1,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1997436,21,3,0,0,0,0,0,3,4,9,17,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +3239547,109,8,28,23,95,164,27,67,152,286,37,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2107197,2,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2132124,61,8,0,0,0,0,0,0,1,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1421161,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2017727,14,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2163786,3,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2076279,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +3040568,167,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1668483,2,9,0,8,12,20,2,6,9,13,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +2946530,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +2014604,0,12,0,30,40,50,7,14,36,52,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2823048,0,8,0,21,42,63,7,27,50,62,5,"No",0,0.08,0.26,0,"No","No","No","Yes","No","Yes" +1159236,6,8,0,8,15,22,5,10,21,24,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1759136,7,2,0,23,44,65,7,18,31,34,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2108208,1,8,0,2,2,2,0,0,1,2,0,"No",0,0.08,0.3,0,"No","No","No","Yes","No","Yes" +3258886,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1528180,49,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1591354,112,8,11,200,379,637,105,318,611,839,69,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1815512,8,9,0,0,0,0,0,0,0,0,2,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1558875,24,9,0,0,0,0,1,1,1,3,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1402567,48,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3242768,13,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1806325,0,12,0,5,7,7,0,0,0,1,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2992034,65,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1481367,13,8,0,0,0,0,0,1,1,1,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2309781,3,8,0,0,0,4,0,1,1,1,0,"No",0,0.66,0.67,0,"No","No","Yes","Yes","No","No" +1609661,61,8,0,0,0,0,0,0,8,14,6,"No",0,0.09,0.07,0,"Yes","No","Yes","Yes","No","No" +2953304,9,NA,0,0,0,0,2,4,5,5,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1582648,15,11,0,0,0,0,0,2,2,2,12,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1968632,11,9,0,0,4,8,0,5,9,14,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1337439,0,10,0,2,3,4,1,1,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1746394,51,2,0,0,0,0,3,7,9,9,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1464440,1,14,0,27,27,33,3,11,19,28,2,"No",0,0.41,0.45,0,"No","No","No","Yes","No","Yes" +1395584,27,2,0,24,48,96,11,34,66,91,4,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +2299235,2913,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.81,0,"No","No","Yes","Yes","No","No" +1672853,935,8,40,0,0,0,49,140,419,659,131,"No",0,1,1,0,"No","No","No","Yes","No","No" +3048062,409,12,0,40,40,40,23,33,211,371,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1625933,5,2,0,3,4,4,1,1,1,1,1,"No",0,0.73,0.86,0,"Yes","No","No","Yes","No","Yes" +1163471,2,12,0,0,1,1,1,1,2,5,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1164771,29,52,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2955482,15,9,0,0,0,0,0,3,6,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1567556,0,2,0,5,7,9,1,3,11,14,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2862506,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1555505,199,12,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2195167,357,NA,0,0,0,0,0,66,206,331,39,"No",0,-99,-99,0,"No","No","No","No","No","No" +1642159,5,2,0,0,0,0,0,0,3,3,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2048674,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.65,0,"Yes","No","Yes","Yes","No","No" +1904850,13,12,7,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2829400,1904,8,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.76,0,"Yes","No","No","Yes","No","No" +1326246,13,4,0,0,0,0,0,1,2,2,0,"No",0,0.84,0.9,0,"Yes","No","No","Yes","No","No" +2112576,5,12,0,120,120,120,2,5,12,17,2,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3182629,242,8,0,0,300,300,0,80,151,209,49,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +3117456,0,2,0,0,0,0,1,3,3,3,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","Yes" +1425554,-4,8,0,37,37,47,2,21,37,48,3,"No",0,0.57,0.74,4,"No","No","No","Yes","No","Yes" +2125824,6,8,0,6,10,14,4,10,14,23,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2004399,2,8,0,0,1,2,0,1,1,1,0,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1788943,2,8,0,10,16,22,1,6,8,22,10,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +2062388,0,8,0,6,10,14,3,5,9,12,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +2033292,-31,8,1,762,1020,1364,338,534,811,1118,91,"No",0,0.96,0.81,58,"No","No","No","Yes","No","No" +1617353,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +2923254,14,2,0,20,35,55,8,16,20,21,0,"No",5,0.53,0.55,0,"Yes","No","No","Yes","No","No" +2057762,52,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2003618,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","Yes","Yes","No","No" +2093357,25,2,0,0,0,0,1,1,1,1,0,"No",0,0.96,0.83,0,"Yes","No","No","Yes","No","No" +1444236,12,12,0,0,9,18,6,14,33,49,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3277139,626,8,90,876,1950,2970,325,959,2005,4738,315,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +2858506,990,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.03,0,"No","No","Yes","Yes","No","No" +1290445,55,9,2,21,68,123,12,30,61,104,13,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2254208,40,8,4,38,65,101,8,42,73,110,27,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1670210,31,8,0,0,0,0,1,1,1,4,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1533922,219,2,0,0,0,0,3,9,13,28,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2986587,153,2,6,40,120,140,19,61,129,134,27,"No",20,0.18,0.09,0,"No","No","No","Yes","No","No" +2149006,0,8,0,4,4,4,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1684731,515,8,0,0,0,0,2,17,22,32,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1976839,13,8,28,0,0,0,1,6,13,19,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1494395,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1329569,153,NA,0,0,0,0,2,3,7,13,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2855598,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1716482,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1456342,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.71,0.75,0,"Yes","No","Yes","Yes","No","No" +1217310,7,2,0,30,30,60,3,8,27,49,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1813347,10,8,0,7,14,21,4,12,23,31,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1241088,0,2,0,27,32,32,0,0,0,0,0,"No",0,0.85,0.51,0,"Yes","No","Yes","Yes","No","Yes" +2275633,0,8,0,25,25,25,4,12,18,23,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1539873,58,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3224704,7,8,0,20,20,40,4,7,22,32,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +1562357,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2930026,11,8,0,5,10,18,1,5,13,20,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1661683,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1243636,20,3,0,0,0,0,1,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3085287,17,8,0,0,0,0,0,8,8,8,1,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +3010036,556,6,192,648,1146,1728,233,547,1297,2147,203,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3216594,52,0,0,18,18,54,5,25,34,68,15,"No",0,0,0,0,"No","No","No","No","No","No" +3095897,0,4,0,50,50,50,11,26,47,61,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +2902710,4,2,0,0,0,1,1,2,3,4,1,"No",0,0.66,0.75,0,"Yes","No","No","Yes","No","No" +2090869,129,8,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2225114,5,2,0,0,1,2,0,0,4,4,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +3233300,319,8,123,160,380,640,97,305,579,821,97,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +3084222,76,8,6,72,150,219,21,63,137,227,32,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1466121,390,4,0,0,0,0,0,6,7,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1297608,-1,8,0,18,18,30,2,6,16,22,1,"No",0,0.17,0.34,1,"No","No","No","Yes","No","Yes" +1993051,4,4,0,19,31,43,2,9,14,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1592867,892,8,0,0,0,0,0,2,4,7,4,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1364451,0,2,0,20,28,28,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +1280865,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1771721,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2256037,23,8,0,0,0,0,0,4,14,23,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1923420,22,8,0,0,0,0,0,0,2,2,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +2300633,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.66,0,"Yes","No","No","Yes","No","No" +2857384,3,2,0,0,0,0,0,0,0,1,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +1624108,19,8,0,0,0,0,4,9,15,60,3,"No",0,0.74,0.84,0,"Yes","No","No","Yes","No","No" +2863906,357,NA,0,0,0,0,13,47,77,106,5,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2806979,3,2,0,0,0,1,0,1,1,3,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1123522,41,8,7,96,192,288,21,66,147,187,38,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1864506,3,2,0,4,8,12,3,6,12,18,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +3088409,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2290539,5,8,0,19,31,39,0,3,20,31,4,"No",2,0.05,0.15,0,"No","No","No","Yes","No","Yes" +2243630,1,8,0,4,4,4,1,5,6,7,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2015486,27,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2129036,81,8,0,0,0,0,0,0,0,4,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1306282,1665,8,7,0,0,0,58,170,322,540,100,"No",0,0.89,0.95,0,"No","No","Yes","Yes","No","No" +3075535,1,8,0,264,264,264,3,4,12,17,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","Yes" +1413104,2,8,0,0,0,1,0,1,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1634638,14,2,0,0,0,0,2,8,20,25,0,"No",0,0.74,0.61,0,"No","No","Yes","Yes","No","No" +1995664,98,8,176,0,0,0,14,35,61,82,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1647056,7,NA,0,24,90,149,3,16,37,56,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2808295,261,8,0,0,0,0,3,10,27,47,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2846834,-21,8,0,36,36,36,0,0,0,12,0,"No",0,0.87,0.88,21,"No","No","Yes","Yes","No","Yes" +2245415,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2844597,6,2,0,0,0,0,1,4,4,4,1,"No",0,1,0.86,0,"Yes","No","No","Yes","No","No" +1579721,73,8,140,0,0,120,10,52,101,156,29,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1355600,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3054658,1858,4,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3204346,40,2,0,5,5,5,0,0,0,0,0,"No",0,0.9,0.7,0,"Yes","No","No","Yes","No","No" +2938569,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1515538,302,8,0,0,0,0,22,123,274,358,32,"No",0,0.69,0.56,0,"No","No","No","Yes","No","No" +2236768,6,2,14,32,60,86,10,34,37,38,0,"No",0,0.8,0.75,0,"No","No","Yes","Yes","No","No" +1232488,6,2,0,61,85,133,11,29,82,141,17,"No",24,0.45,0.69,0,"No","No","Yes","Yes","No","Yes" +1538974,3091,8,0,10000,17500,24500,0,0,0,0,0,"No",1000,0.43,0.47,0,"No","No","No","Yes","No","No" +2174099,59,2,0,238,468,698,61,173,262,325,63,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","Yes" +3217972,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1700578,7,8,0,52,88,136,25,49,64,64,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +2310548,95,NA,0,0,0,0,3,4,7,13,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2836677,0,2,0,2,3,5,1,3,3,3,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","Yes" +3262636,22,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3265612,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1445865,7,9,0,12,36,48,5,13,24,38,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1467950,10,4,7,0,0,0,0,5,11,11,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1514963,16,8,0,0,4,12,0,4,10,22,0,"No",0,0.8,0.87,0,"No","No","Yes","Yes","No","No" +2995023,10,8,0,5,15,20,1,6,15,28,30,"No",0,0.99,0.89,0,"No","No","No","Yes","No","No" +3254577,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1543869,0,8,2,6,14,22,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1164256,88,8,0,77,239,320,4,37,130,189,37,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1232659,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3232784,52,8,6,58,84,97,7,33,55,125,20,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1335841,21,2,0,0,0,0,1,1,4,4,0,"No",0,0.66,0.68,0,"Yes","No","No","Yes","No","No" +1380874,47,4,51,385,665,966,100,279,493,685,87,"No",0,0.98,0.92,5,"No","No","No","Yes","No","No" +1755336,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1955865,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2829598,0,2,0,3,5,6,9,14,24,24,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","Yes" +3155194,45,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2807437,63,2,0,0,0,20,7,20,36,42,6,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1851444,107,2,0,0,0,0,0,0,50,128,2,"No",0,0.65,0.73,0,"No","No","No","Yes","No","No" +1925142,-95,NA,0,0,0,0,195,618,1256,1959,210,"No",0,-99,-99,105,"No","No","No","No","No","Yes" +3012498,35,12,0,36,48,72,8,34,77,116,12,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +2824651,523,2,186,1148,2163,3423,371,1113,2048,2913,324,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1423677,11,8,0,8,8,24,2,14,24,31,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1547096,12,12,0,0,0,0,0,0,0,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1305972,9,4,6,2,8,10,1,6,11,15,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2117670,0,8,0,7,7,8,0,5,12,13,2,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +1868374,205,8,5,0,0,0,22,85,185,224,50,"No",0,0.77,0.59,0,"No","No","No","Yes","No","No" +1972005,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1956825,416,2,251,500,750,1250,58,215,365,461,121,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +2950964,15,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1737630,2,8,0,0,0,1,4,10,14,17,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1499675,48,4,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1313278,42,2,0,44,132,220,7,47,112,180,5,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1412025,15,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3026372,61,8,0,0,0,0,4,7,20,36,2,"No",0,0.83,0.8,0,"No","No","No","Yes","No","No" +3225608,184,8,0,0,0,0,1,1,5,8,3,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1395576,18,8,0,0,0,0,0,0,1,1,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +2079277,8,8,0,8,16,24,4,14,25,37,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","Yes" +1155074,-4,8,0,10,10,12,0,6,12,14,2,"No",4,0.43,0.46,4,"No","No","No","Yes","No","No" +2818682,16477,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1539059,9,8,0,57,87,117,9,34,57,80,3,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1411704,11,12,0,10,10,20,3,6,11,21,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1569429,0,8,0,15,16,16,5,10,14,24,1,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","Yes" +1463399,198,2,140,100,323,590,141,370,701,1033,84,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2096665,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2255424,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2943952,2,4,0,0,0,1,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1135424,12,4,0,0,0,0,0,2,2,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1806349,10,2,0,5,8,12,0,2,12,12,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1902937,11,4,0,0,0,0,0,2,5,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1229505,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2245424,2,2,0,10,10,10,2,4,4,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1828197,1,8,0,1,2,3,1,2,2,4,1,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1703067,6,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1545284,307,4,10,0,24,60,30,84,174,210,27,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1889076,13,12,0,21,35,49,8,24,25,25,0,"No",0,0.38,0.47,0,"No","No","No","No","No","Yes" +2931202,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +3278883,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1303852,1,2,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.74,0,"Yes","No","No","Yes","No","No" +3243426,92,NA,0,0,0,0,1,3,7,7,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1786796,80,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2196107,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +2851305,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1381907,72,2,0,0,0,0,0,0,0,20,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1322540,3,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1881371,1,8,0,4,5,5,0,0,0,0,0,"No",2,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1158421,13,2,0,0,0,0,0,3,6,6,0,"No",0,0.8,0.66,0,"Yes","No","No","Yes","No","No" +2833580,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2072392,8,8,4,0,1,1,1,1,8,10,2,"No",0,0.85,0.72,0,"No","No","No","Yes","No","Yes" +2825270,168,2,0,0,0,0,3,3,7,8,0,"No",0,0.7,0.46,0,"No","No","No","Yes","No","No" +2906270,8,12,0,15,20,30,0,9,15,26,1,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1313797,54,0,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1709169,927,NA,0,0,0,0,5,18,34,43,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1805933,1,8,0,1,2,3,3,3,4,6,0,"No",0,0.07,0.15,0,"No","No","No","Yes","No","Yes" +3004001,223,8,18,104,264,408,69,202,464,684,79,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3002726,14,NA,0,0,0,0,1,1,3,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1678361,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2070853,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2304592,1,9,0,2,4,4,3,6,11,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1595989,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.64,0,"No","No","Yes","Yes","No","No" +1868238,35,8,0,0,0,0,3,3,17,35,3,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +2202501,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1807387,8,8,0,0,0,0,0,1,1,2,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1706035,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1630539,17,2,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2170318,-2,8,8,11,24,35,10,30,52,56,0,"No",0,0.94,0.95,2,"No","No","No","Yes","No","Yes" +1587440,15,8,0,150,150,150,4,8,23,73,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2062420,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2212938,216,2,25,199,475,781,62,207,431,531,76,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1347897,3,8,0,0,0,0,1,1,1,6,2,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +2143708,4,3,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2080856,220,8,46,45,225,315,7,102,205,412,69,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1445488,202,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2968243,22,2,0,0,0,8,2,3,3,3,0,"No",0,0.58,0.38,0,"No","No","No","Yes","No","No" +3245117,20,12,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +1720332,0,4,70,30,60,90,20,110,142,172,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1960593,0,2,1,3,7,10,1,4,7,12,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1709938,6,2,0,0,0,5,0,2,8,15,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","Yes" +1836780,9,8,0,0,0,0,0,0,0,1,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +2860873,3,9,0,9,14,14,1,5,10,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1765477,18,12,0,23,35,47,3,9,19,28,0,"No",0,0.86,0.94,0,"No","No","Yes","Yes","No","No" +1294253,3,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1554490,835,5,342,1956,4164,6720,579,2085,4110,5628,599,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1711295,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2933150,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2985863,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2220155,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1726520,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3073445,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2973552,646,8,30,0,61,223,39,93,263,502,97,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1160693,291,2,57,900,1800,2400,242,695,1345,2099,282,"No",0,0.95,0.91,0,"No","No","Yes","Yes","No","No" +2981109,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1813475,472,8,76,512,992,1442,184,510,973,1519,187,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1386681,502,8,136,720,1440,2280,291,927,1833,2762,231,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1432817,1,8,0,1,2,3,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1251181,1,8,0,21,29,37,1,7,21,29,5,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +3135063,263,8,0,0,0,0,0,1,1,1,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1371304,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1336726,2,12,0,32,46,46,4,23,37,64,0,"No",4,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1291903,98,8,26,80,180,220,24,79,157,306,42,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +3015799,5,8,0,0,0,1,0,1,2,2,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1407511,86,8,0,0,0,27,3,6,13,16,2,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2890346,35,8,5,30,40,80,8,35,62,103,18,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1925171,7,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2012291,0,8,0,3,4,5,0,1,3,4,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2282565,4995,52,0,0,0,0,0,0,5,5,0,"No",0,0.68,0.77,0,"Yes","No","No","No","No","No" +2859806,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +2227137,11,2,0,0,10,10,2,4,8,8,0,"No",0,0.69,0.75,0,"Yes","No","No","Yes","No","No" +1568536,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.36,0,"No","No","No","Yes","No","No" +2809856,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1605459,0,8,0,3,5,7,1,3,5,5,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2097238,53,8,0,0,0,0,7,12,21,28,7,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2821752,1,12,0,1,1,2,0,1,1,1,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1492948,83,8,0,0,0,0,0,2,6,9,45,"No",0,0.69,0.71,0,"Yes","No","No","Yes","No","No" +2866737,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2223563,28,8,1,0,0,0,5,10,18,32,2,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1592270,123,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1346359,17,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1164556,229,15,0,0,120,240,26,94,207,338,47,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3256387,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3197302,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.51,0.31,0,"Yes","No","No","Yes","No","No" +2048178,10,9,0,0,10,10,10,10,20,20,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +2122742,2,8,0,0,1,2,0,0,1,2,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1728116,1,8,0,13,22,31,2,10,13,20,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1114765,76,8,0,0,0,0,1,2,8,9,2,"No",0,0.12,0.08,0,"No","No","No","Yes","No","No" +1356151,2,9,0,7,16,19,4,13,23,34,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1159826,1,8,0,2,3,4,2,5,7,9,3,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +3026210,56,12,0,0,31,93,13,25,47,113,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2183006,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3101484,18,8,0,0,0,0,1,1,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3119322,11,2,24,27,54,81,9,28,52,72,0,"No",0,0.75,0.54,0,"No","No","No","Yes","No","No" +3010063,107,2,0,0,0,0,0,3,7,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3206972,-2,8,0,17,23,33,2,12,19,25,1,"No",0,0.37,0.34,2,"No","No","No","Yes","No","Yes" +2998673,2,9,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +2984348,77,8,2,12,48,96,10,36,76,112,18,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +2810902,26,8,0,0,0,9,1,8,16,23,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2296579,177,16,1,0,250,250,20,87,151,234,29,"No",0,0.92,0.89,0,"Yes","No","Yes","No","No","No" +1466066,0,12,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1614175,201,2,18,592,1126,1721,216,610,1196,1692,110,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1304656,0,8,0,15,24,24,2,7,12,22,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1215305,0,8,0,20,29,38,0,9,17,30,0,"No",8,0.6,0.54,0,"No","No","Yes","Yes","No","Yes" +2162861,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1525731,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3102958,910,8,0,0,0,0,25,27,220,841,59,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1296630,37,8,0,0,0,33,4,13,34,83,17,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1239235,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0.01,0,"Yes","No","No","Yes","No","No" +3249350,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1193143,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1712064,6,8,0,32,47,70,7,19,58,100,18,"No",4,0.75,0.86,0,"Yes","No","Yes","Yes","No","Yes" +2122544,10,14,0,40,50,60,1,10,20,29,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3051982,54,2,15,60,90,135,28,60,102,158,25,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3046698,25,8,0,0,0,0,0,9,16,26,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2851761,49,8,0,0,0,0,2,8,18,29,6,"No",0,0.36,0.44,0,"No","No","Yes","Yes","No","No" +1212156,18,NA,0,0,0,0,1,1,1,2,1,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2134605,3,2,0,40,60,100,12,33,44,47,0,"No",0,0.9,0.85,0,"No","No","No","Yes","No","Yes" +2862855,8,2,9,140,140,140,19,49,90,102,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1492929,151,8,0,0,0,0,6,19,32,58,10,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1783066,1,8,1,12,28,39,4,11,15,25,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2930195,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1567168,6,12,0,0,0,0,1,1,1,2,0,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1919354,0,2,0,20,20,20,0,0,0,0,0,"No",0,0.43,0.71,0,"Yes","No","No","Yes","No","No" +1313192,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3238653,10,9,0,0,0,0,1,1,3,8,3,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1933494,0,8,6,0,0,2,0,3,3,5,0,"No",0,0.77,0.87,0,"Yes","No","No","No","No","No" +1846057,9,2,0,10,10,10,0,8,8,8,0,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +1608454,18,2,6,32,72,128,5,18,32,47,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3080891,6,8,0,0,0,0,1,1,1,2,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1593660,75,2,50,258,388,504,59,141,273,335,68,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2923738,274,2,18,881,1371,2057,83,245,454,577,142,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1396142,0,8,0,15,23,33,3,10,14,20,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2897248,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3123361,4,2,0,50,50,50,4,4,4,4,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1225808,12,3,0,0,0,0,2,4,6,6,2,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +3254875,21,NA,0,0,0,0,0,1,1,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3220007,1,8,10,10,30,60,4,15,24,33,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3026145,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1541879,40,8,0,38,74,101,12,36,65,91,30,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1764716,5,2,0,3,6,9,1,3,6,13,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1326575,42,4,82,63,127,191,17,76,146,200,21,"No",0,0.77,0.8,1,"No","No","No","Yes","No","No" +1364018,0,8,0,50,76,103,5,15,41,52,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1187935,122,17,0,0,800,1120,1431,1564,1791,1997,765,"No",0,0.83,0.84,71,"No","No","No","Yes","No","Yes" +3233762,371,8,6,315,315,630,40,235,463,786,81,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1819362,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1553107,50,8,252,648,1224,1800,252,578,968,1467,206,"No",0,0.95,0.88,128,"No","No","No","Yes","No","No" +1418772,9,8,0,0,0,0,1,2,4,4,1,"No",0,0.81,0.67,0,"No","No","No","Yes","No","No" +1163568,72,9,0,0,0,0,0,0,1,1,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1739869,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1184998,299,4,1,0,0,0,9,21,48,92,20,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1550338,6,2,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +3231052,-7,2,25,8,8,8,22,22,22,22,0,"No",0,0.98,0.98,7,"Yes","No","No","Yes","No","No" +1732468,272,8,0,0,0,0,0,1,5,7,1,"No",0,0.59,0.56,0,"No","No","No","Yes","No","No" +1472453,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +3188095,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3014174,0,NA,0,0,0,0,0,5,13,22,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1241266,26,4,9,14,32,46,3,19,41,69,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2119613,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +3100500,97,8,99,180,468,804,65,299,640,894,63,"No",0,0.31,0.2,0,"No","No","No","Yes","No","No" +1773074,229,8,0,0,0,0,0,8,8,9,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1633263,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3101016,2231,2,0,0,0,0,10,81,158,232,43,"No",0,1,1,0,"No","No","No","Yes","No","No" +2976254,21,NA,0,0,0,0,0,0,1,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1617915,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +2050371,99,8,8,0,0,0,3,23,48,68,4,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2983347,5,2,0,0,10,10,0,0,0,0,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1538637,0,9,0,1,1,1,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1873145,0,8,0,47,74,101,5,23,35,58,4,"No",19,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +1680954,126,2,28,851,1604,2247,168,344,424,450,71,"No",63,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1352126,26,8,0,0,0,34,1,9,17,23,2,"No",0,0.96,0.93,0,"No","No","Yes","Yes","No","No" +3207589,27,52,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1887997,28612,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.89,0,"No","No","Yes","Yes","No","No" +1679384,0,12,0,17,27,39,1,10,15,16,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1116135,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.19,0.16,0,"Yes","No","No","Yes","No","No" +2980137,36,8,0,0,0,14,0,11,28,47,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3252683,2,NA,0,0,0,0,0,0,2,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1650743,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1891657,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3026019,1574,4,80,1800,3600,5850,244,982,1548,2078,272,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1976585,4,8,0,162,162,162,2,2,5,7,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2994794,3,12,2,0,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1950567,0,2,0,16,17,17,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +2894610,516,8,0,0,0,0,4,13,30,40,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1161042,6,2,6,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2975468,30,12,0,75,150,150,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2194324,8,6,0,12,24,32,3,9,21,44,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1338402,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1872397,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1654166,0,NA,0,0,0,0,0,0,5,13,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1683433,6,4,0,0,0,0,0,1,1,1,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1815339,16,52,0,0,0,0,0,2,5,6,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1623252,0,9,0,1,2,2,0,1,1,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2242760,234,16,0,0,0,0,12,36,86,170,28,"No",0,0.44,0.21,0,"No","No","No","Yes","No","No" +1524678,-32,NA,1,0,0,0,30,115,237,342,29,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2826314,20,2,0,58,116,174,11,38,75,103,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3019958,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1630851,128,2,8,60,90,150,20,98,207,318,28,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +3140945,7,8,0,0,0,0,0,0,1,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3021455,13,8,0,18,18,18,5,12,32,39,2,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2290953,0,0,0,5,7,9,1,3,7,9,1,"No",0,0,0,0,"Yes","No","Yes","No","No","Yes" +3087110,8,8,6,42,72,102,21,44,86,151,12,"No",0,0.73,0.76,2,"No","No","No","Yes","No","No" +2905260,71,8,25,18,73,111,8,34,79,118,23,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +3252220,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1544624,9,2,0,40,64,104,8,27,53,54,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2866461,11000,2,0,0,0,0,27,79,86,101,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +1982421,299,8,52,0,300,300,55,198,343,501,63,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3283022,238,2,0,0,0,0,0,1,1,2,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2151548,7,2,0,0,0,0,0,1,1,2,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1838573,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1426855,63,2,83,104,156,262,122,181,241,360,86,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1311241,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +2904315,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1674200,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +3103498,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2009128,15,8,51,371,596,878,74,298,572,732,59,"No",33,0.79,0.66,4,"No","No","No","Yes","No","Yes" +1867223,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1539037,4,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1170448,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1452384,1,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1132099,11,2,10,27,50,64,20,71,91,92,14,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","Yes" +1598396,59,8,14,29,58,87,3,28,56,99,29,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +1673970,5,8,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1990350,179,8,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1842737,210,0,2,0,100,200,16,72,158,252,51,"No",0,0,0,0,"No","No","No","No","No","No" +2292654,26,2,115,105,165,285,51,258,373,445,37,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2897598,20,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1301602,16,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2295334,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1692220,1,12,0,20,34,48,7,23,31,51,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2114169,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +3193976,1328,12,542,1688,3624,5384,666,2096,3887,5561,1031,"No",0,0.98,0.69,0,"No","No","No","Yes","No","No" +2062517,1,12,0,2,2,2,1,2,2,2,2,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1280173,8,2,0,0,50,50,8,17,35,53,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3234024,0,8,0,6,8,12,2,5,6,7,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1990262,31,NA,0,0,0,0,0,5,6,19,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1467244,21,8,0,0,0,25,2,9,18,27,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1382552,2271,2,391,1512,4088,6776,1133,2561,4414,6488,583,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3031399,1,8,0,1,1,1,0,0,1,2,0,"No",1,0.82,0.81,0,"No","No","No","Yes","No","No" +1813734,7,2,0,30,50,60,11,24,36,67,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1302610,-24,12,385,102,356,496,24,181,599,743,57,"No",0,0.98,0.95,24,"No","No","No","Yes","No","No" +1411964,17,8,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2006935,12,8,0,7,7,21,4,9,26,51,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1757235,25,8,0,0,0,0,2,2,3,10,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +3114364,0,8,0,0,0,0,0,5,5,5,0,"No",0,1,0.8,0,"Yes","No","Yes","Yes","No","No" +1641221,5,12,0,3,9,12,3,8,23,36,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","Yes" +1264983,18,2,20,0,0,0,1,5,23,28,7,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1664840,33,2,0,0,9,27,2,19,30,53,4,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1414040,35,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3074868,14459,NA,455,0,0,0,2952,8262,17805,31189,3728,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3188486,1,8,0,1,2,2,0,1,2,2,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1790357,9,8,0,13,31,52,1,9,17,26,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1605245,10,2,0,3,3,3,11,17,19,19,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +2042626,3,52,0,0,0,0,1,5,5,8,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1280402,17,2,0,0,0,4,16,116,148,209,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1461247,6,8,0,11,11,11,1,5,14,22,4,"No",0,0.78,0.83,0,"No","No","No","Yes","No","Yes" +1247872,3,8,0,600,600,600,12,49,93,137,21,"No",0,0.68,0.57,1,"No","No","No","Yes","No","Yes" +3207652,28,52,0,0,0,0,0,2,5,6,2,"No",0,0.34,0.42,0,"Yes","No","No","Yes","No","No" +1244520,88,2,0,0,0,0,0,4,8,11,1,"No",0,0.86,0.89,0,"No","No","Yes","Yes","No","No" +3229423,3,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3000798,2248,2,1368,4232,7742,10550,907,2883,6190,10190,867,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1874815,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.37,0,"Yes","No","Yes","Yes","No","No" +1717067,1,2,0,1,1,2,3,5,7,13,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +3068928,10,8,0,0,0,0,0,0,0,1,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1574997,3536,2,0,0,0,0,1,4,25,229,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1890943,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1843504,70,8,0,24,50,63,4,14,21,51,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3015118,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","Yes","Yes","No","No" +1405786,8,2,0,252,252,252,5,19,31,31,0,"No",0,0.44,0.44,0,"Yes","No","No","Yes","No","Yes" +1759217,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1328598,28,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1852164,148,NA,0,0,0,0,2,7,17,23,3,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1247978,30,12,30,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2001222,4,8,0,0,0,0,0,0,0,1,1,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +1944598,266,NA,0,0,0,0,0,1,6,11,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1765335,53,8,8,16,40,52,13,40,89,128,15,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1511733,183,NA,0,0,0,0,1,5,16,17,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1172840,138,9,11,24,56,88,7,18,38,85,11,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1390946,1,9,0,7,13,17,34,73,100,149,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1317626,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.8,0.66,0,"Yes","No","No","Yes","No","Yes" +1677268,1262,8,1530,5380,6100,8884,1000,4427,7182,10095,1526,"No",148,0.84,0.77,3,"No","No","No","Yes","No","No" +1525174,8,8,1,6,14,20,1,6,11,18,6,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1418359,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1729495,4,5,0,0,0,0,0,0,0,5,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2267924,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1980407,0,8,0,3,3,3,7,18,25,38,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","Yes" +2023221,8,9,0,180,255,315,29,77,142,279,54,"No",0,0.68,0.66,1,"No","No","No","Yes","No","Yes" +1472777,0,8,0,2,3,5,2,2,2,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2001653,785,8,0,384,768,1152,158,376,895,1375,121,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1158963,4,8,4,14,23,32,5,17,31,55,1,"No",0,0.84,0.48,0,"No","No","No","Yes","No","Yes" +1753269,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1535086,0,2,0,1,1,1,0,0,1,1,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +2812299,767,8,652,0,0,0,48,126,227,403,58,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1406002,2,12,0,0,0,0,0,0,0,0,1,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3123388,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2099825,1,8,0,50,75,100,4,25,37,47,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1430504,1306,8,3168,99,2178,3960,66,153,2003,2381,217,"No",0,0.47,0.61,0,"No","No","No","Yes","No","No" +1553154,15,2,0,0,0,0,0,5,7,7,0,"No",0,1,0.33,0,"Yes","No","No","Yes","No","No" +2070840,29,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1769690,14,9,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +1971790,12,2,0,68,134,200,32,92,134,191,6,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1226481,7,8,0,0,8,8,1,2,4,6,0,"No",0,0.59,0.8,0,"No","No","No","Yes","No","No" +1362581,15,12,0,0,0,0,2,4,4,4,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +2879077,9,12,0,20,40,40,7,17,30,47,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1204369,0,8,0,72,96,136,0,0,0,0,18,"No",0,0.95,0.94,0,"No","No","No","Yes","No","Yes" +1993801,36,12,46,80,160,240,42,103,187,294,42,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2820903,164,8,0,0,48,96,50,100,100,100,1,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +3015506,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2816571,63,8,15,36,72,90,17,46,95,148,21,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1620590,196,8,0,0,0,0,7,30,81,100,79,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2810990,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1730617,5,2,0,0,0,8,1,1,4,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1487191,-1,8,0,25,45,60,6,22,49,79,6,"No",0,0.99,0.96,1,"No","No","No","Yes","No","Yes" +1150477,25,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2265319,4,3,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1195994,16,2,0,0,0,0,0,0,1,2,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1506212,11,9,0,0,0,13,1,6,12,20,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2127675,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1991037,24,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1451230,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2861080,14,12,0,0,0,0,0,0,2,4,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2841550,24,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2129871,34,52,0,0,0,0,0,3,8,9,1,"No",0,0.95,0.95,0,"Yes","No","No","No","No","No" +1868787,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1500310,62,8,120,240,480,720,87,211,397,591,87,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2259730,11,8,0,0,0,0,0,0,1,5,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +3207290,13,8,1,7,17,21,0,1,3,14,6,"No",0,0.8,0.85,0,"No","No","No","Yes","No","No" +1337576,19,2,0,32,80,128,11,36,64,73,0,"No",0,0.87,0.68,0,"No","No","No","Yes","No","Yes" +1956250,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3228241,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1318502,1,8,0,0,1,1,3,6,7,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1340685,346,8,231,226,452,678,71,232,428,665,95,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2101447,5013,2,0,0,0,0,7,117,136,159,11,"No",0,1,1,0,"No","No","No","Yes","No","No" +1251757,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1834940,10,9,0,0,0,0,1,3,9,12,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1984586,16,3,0,0,9,19,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1818966,304,8,41,665,1217,1794,202,556,1122,1706,125,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1658829,1,8,0,3,5,8,3,4,5,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2170000,0,14,0,12,12,12,0,0,1,3,0,"No",0,0.46,0.38,0,"No","No","No","Yes","No","Yes" +2302736,199,8,115,299,491,779,99,350,599,854,151,"No",0,0.41,0.58,0,"No","No","No","Yes","No","No" +2869138,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1421256,94,2,0,0,0,0,4,5,10,17,2,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1289792,14,8,4,8,24,40,2,9,29,45,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2851007,4,8,0,0,0,1,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +2230051,8,8,0,0,0,0,0,1,2,4,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1783090,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1704797,90,2,0,0,0,0,0,0,0,0,695,"No",0,-99,-99,0,"No","No","Yes","Yes","Yes","No" +2881493,5,52,0,0,0,0,0,0,2,3,2,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1981928,1,2,1,0,1,2,0,2,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2937131,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.28,0,"Yes","No","No","Yes","No","No" +1821900,79,9,0,0,24,40,22,45,84,137,27,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1335516,3,2,0,0,2,3,0,0,3,6,1,"No",0,0.91,0.82,0,"No","No","Yes","Yes","No","Yes" +1548251,8,2,0,0,10,10,0,5,9,11,0,"No",0,0.38,0.4,0,"No","No","No","Yes","No","No" +3242019,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +3233166,50,12,7,0,15,30,7,21,41,87,12,"No",0,0.77,0.75,0,"No","No","No","Yes","No","No" +1949079,1,9,0,4,4,4,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1571561,5,2,0,5,5,5,0,0,1,1,1,"No",0,0.96,0.94,0,"Yes","No","No","Yes","No","No" +3103880,7318,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1433737,6,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1943790,7,4,0,0,0,0,1,1,3,4,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2292284,0,2,0,472,472,472,0,0,0,0,127,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","Yes" +1234701,4,0,0,50,50,100,5,15,25,29,2,"No",0,0,0,0,"No","No","No","No","No","Yes" +1326636,0,2,0,200,200,200,0,0,0,0,56,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +3256654,15,2,0,0,0,0,1,5,11,17,0,"No",0,0.38,0.38,0,"Yes","No","No","Yes","No","No" +3129676,5,4,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1583152,105,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1182193,29,8,19,312,552,792,72,188,384,543,62,"No",6,0.69,0.68,5,"No","No","No","Yes","No","No" +1293683,36,12,0,9,36,63,8,24,51,84,12,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3039179,32,2,0,0,0,0,0,3,4,4,2,"No",0,0.88,0.92,0,"Yes","No","No","Yes","No","No" +2197213,100,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.55,0,"Yes","No","No","Yes","No","No" +1436152,1,8,0,6,8,12,1,5,8,8,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1610443,5,2,0,9,21,21,2,6,14,28,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +2942665,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1564779,10,0,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +1622889,43,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2952694,2,2,0,1,3,4,0,1,2,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1588134,839,NA,0,0,0,0,3,10,13,44,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1993740,242,8,2,0,0,0,22,48,106,152,25,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1780222,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.02,0.1,0,"Yes","No","No","Yes","No","No" +2814792,86,NA,0,0,0,0,2,4,8,12,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3016259,63,11,3,660,1140,1560,139,539,957,1275,143,"No",0,0.85,0.8,1,"No","No","No","Yes","No","No" +2290592,112,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.75,0,"No","No","No","Yes","No","No" +3062338,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1712381,84,NA,2,0,0,0,10,33,82,132,18,"No",0,-99,-99,0,"No","No","No","No","No","No" +1414862,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2159571,19,2,0,0,0,0,1,4,7,10,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1670050,1,2,0,0,0,1,1,1,1,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3279705,3,9,0,3,6,9,0,3,6,9,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1853124,278,2,47,392,924,1450,132,443,978,1369,152,"No",0,0.93,0.96,1,"No","No","No","Yes","No","No" +3272037,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1383074,157,8,0,43,43,43,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3120956,197,12,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2145984,24,9,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2015559,0,10,0,2,3,4,0,1,2,2,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2143207,45,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +2026413,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1667766,132,2,21,36,116,256,19,113,321,392,62,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","No" +1288839,70,8,24,0,0,0,0,0,0,0,4,"No",0,0.45,0.27,0,"Yes","No","No","Yes","No","No" +1825874,1,12,0,3,3,3,3,4,9,9,15,"No",0,0.58,0.57,0,"Yes","No","No","Yes","No","Yes" +1146649,0,52,0,0,0,0,0,1,1,2,5,"No",0,0,0.2,0,"Yes","No","No","Yes","No","No" +3258831,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +1731706,2,8,0,3,5,7,1,4,5,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1261347,96,8,0,0,0,0,12,41,89,148,19,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1175618,278,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1468464,0,9,0,2,3,4,0,1,2,3,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1212044,0,8,0,5,5,6,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3248473,67,2,0,0,0,0,4,6,17,20,1,"No",0,0.52,0.67,0,"Yes","No","No","Yes","No","No" +2265385,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1555144,8,8,1,4,8,8,4,9,14,26,3,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1339982,18,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2254179,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1923126,6,2,0,13,13,13,2,2,2,2,0,"No",0,0.97,0.91,0,"Yes","No","No","Yes","No","No" +1229061,0,8,0,4,6,8,1,2,4,4,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","Yes" +2266747,4,2,0,25,25,25,2,2,2,2,0,"No",25,0.78,0.84,0,"Yes","No","No","Yes","No","No" +1767256,7,0,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +1394227,0,2,0,11,17,19,0,0,0,0,0,"No",1,0.5,0.32,0,"No","No","No","Yes","No","Yes" +2308405,30,9,10,0,10,20,10,100,151,221,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1808025,15,2,0,0,0,0,0,0,4,4,0,"No",0,0.44,0.38,0,"Yes","No","No","Yes","No","No" +1632505,0,4,0,10,13,13,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2099703,37,8,4,20,34,62,6,28,45,66,12,"No",6,0.7,0.71,0,"No","No","No","Yes","No","No" +1900366,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1477293,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1904634,-2,8,0,9,9,12,0,0,3,10,2,"No",0,0.81,0.82,2,"No","No","No","Yes","No","Yes" +1872253,147,8,8,258,586,939,54,223,519,700,77,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2219201,71,8,0,0,0,0,0,2,7,7,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1132146,121,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2968902,14,2,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1589235,3,8,0,0,0,0,0,0,2,4,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1892370,16,2,0,0,14,21,2,9,22,32,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3237063,5,2,0,4,6,12,1,7,14,28,0,"No",0,0.77,0.64,0,"No","No","No","Yes","No","No" +1240073,18,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2294639,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2171919,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2201646,8,8,20,0,0,20,6,16,37,56,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1542626,115,8,0,0,0,0,0,0,1,2,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1295037,2,4,0,0,0,0,0,0,2,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1654363,14,2,0,0,6,12,1,10,19,24,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3048490,41,3,0,71,127,155,14,48,66,81,0,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +1742821,12,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +3063005,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1407487,45,8,0,0,0,6,4,16,31,49,4,"No",0,0.62,0.68,0,"No","No","No","Yes","No","No" +1248793,0,0,0,4,7,9,3,4,7,9,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1579384,-100,8,0,540,540,540,0,110,397,763,125,"No",0,0.14,0.14,100,"No","No","No","Yes","No","Yes" +1838226,551,8,69,33,219,487,25,141,665,1007,113,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2111926,103,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1661457,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1782051,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3209787,77,2,24,96,192,288,32,109,253,286,35,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1866824,396,2,0,0,0,0,1,11,15,15,3,"No",0,0.43,0.23,0,"No","No","Yes","Yes","No","No" +1710137,47,8,0,42,60,78,4,14,35,71,16,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +3262247,24,NA,0,0,0,0,0,0,0,4,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1741071,216,8,0,0,0,0,0,1,13,21,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3194916,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2280082,10,16,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +1734202,3,9,0,3,3,3,0,9,16,19,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +3166179,216,8,11,0,96,192,38,119,247,419,37,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2167098,11,8,0,0,0,0,1,2,5,7,0,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +1508268,0,0,0,25,49,61,0,0,0,0,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1343421,99,12,86,50,50,50,0,1,1,1,1,"No",0,0.63,0.63,1,"Yes","No","No","Yes","No","No" +1296693,36,2,0,0,0,0,0,0,0,0,3,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +2053079,3,4,0,2,5,8,2,5,9,11,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1234258,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3160594,4,8,13,20,48,72,8,20,32,39,5,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2967461,0,8,0,3,3,4,0,0,1,4,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +1969270,9,9,0,0,10,10,1,2,8,11,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2312990,10,8,0,0,0,0,0,2,2,2,2,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1625317,14,9,0,10,20,30,2,15,25,40,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1648251,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1260207,1,8,0,8,13,16,2,5,6,12,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1867667,3,8,0,16,25,34,3,9,19,27,0,"No",2,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1957198,4,2,0,1,2,2,0,0,0,0,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +1450911,46,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1533097,1,2,0,14,28,35,1,6,14,27,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +1155780,7,12,7,166,271,347,82,243,340,497,32,"No",7,0.77,0.78,0,"No","No","Yes","Yes","No","Yes" +1284627,7,52,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +2844848,21,9,0,0,0,0,0,9,15,16,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +2130369,11,8,0,12,24,36,6,16,37,48,3,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1957045,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1810031,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1300611,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.74,0.76,0,"Yes","No","No","Yes","No","Yes" +1740213,312,2,80,0,0,0,5,13,37,47,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1404341,7,NA,0,0,0,0,2,5,9,12,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1811758,48,12,0,0,0,0,43,49,51,120,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3222857,19,3,0,0,0,0,0,0,1,1,2,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1441154,20,8,5,4,12,20,0,4,20,38,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2854149,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1394336,57,8,30,48,72,120,14,45,97,157,97,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1348158,0,NA,0,5,8,11,0,1,7,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2088352,2,2,0,16,28,40,3,15,36,56,7,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2851346,18,4,3,0,0,0,3,5,15,18,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1359821,9,8,7,16,44,65,10,26,48,75,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1644982,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1261872,26,4,0,5,11,11,12,42,61,89,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2110861,72,8,82,125,245,365,30,127,221,324,60,"No",3,0.16,0.1,0,"No","No","Yes","Yes","No","No" +3089563,-56,NA,0,0,0,0,3,3,3,13,26,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1548021,0,9,0,4,6,8,3,4,5,6,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1682935,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.82,0,"No","No","No","Yes","No","No" +1483489,766,9,531,1170,1755,2340,260,692,1373,1866,209,"No",0,1,1,0,"No","No","No","Yes","No","No" +1857098,26,10,14,74,96,107,23,66,93,142,20,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","Yes" +1235272,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1154754,1,2,0,8,12,16,8,11,22,23,0,"No",0,0.82,0.83,0,"Yes","No","No","Yes","No","Yes" +1616036,1,2,0,4,8,12,1,10,15,20,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +2033826,3,12,0,0,0,0,0,0,0,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1122977,66,30,0,15,45,90,4,33,76,100,18,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +1287698,3,12,0,0,0,0,0,1,1,1,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1644697,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +1795030,95,2,0,0,0,0,1,3,4,10,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +1503682,106,6,90,0,12,36,19,115,210,309,25,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1961934,2,8,0,3,4,6,2,4,7,13,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2152021,6,11,0,54,81,108,11,35,78,119,13,"No",0,0.85,0.77,0,"No","No","No","Yes","No","Yes" +1455638,-1,8,0,12,12,24,0,3,10,15,1,"No",0,0.97,0.97,1,"No","No","No","Yes","No","Yes" +2814810,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3228120,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3090850,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1819615,517,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3187481,14,8,0,0,0,0,2,13,21,28,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1463057,3,12,0,20,40,40,2,8,19,21,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3039467,47,8,0,0,0,0,10,16,23,29,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3161331,110,4,0,159,323,446,58,190,345,522,29,"No",0,0.95,0.77,0,"No","No","Yes","Yes","No","No" +1248689,0,4,0,7,8,8,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1608708,554,8,229,700,1100,1600,166,616,1201,1953,330,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1534605,1,8,0,9,19,26,6,10,16,22,0,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","Yes" +3206269,3,2,0,53,53,53,0,0,0,0,0,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +1675474,344,8,13,240,480,720,88,329,740,1085,133,"No",0,1,1,0,"No","No","No","Yes","No","No" +1940080,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1217368,180,3,0,0,0,0,2,5,13,17,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1902951,450,12,317,500,500,500,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2257392,5,2,0,0,0,0,0,1,1,1,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +3193436,12,NA,0,0,0,0,0,0,2,3,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1804000,28,8,0,0,0,0,0,1,3,8,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1591046,622,8,1,0,0,0,11,42,79,131,21,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +2242663,24,4,0,0,0,0,2,2,15,19,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1946137,127,8,0,0,0,0,2,17,27,30,123,"No",0,0.72,0.74,0,"No","No","No","Yes","No","No" +3035148,1,8,0,7,7,14,7,7,15,18,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2297498,10,8,0,60,60,60,5,12,26,37,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2195226,34,8,6,52,104,156,21,61,96,159,20,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2125529,7,2,0,11,11,22,4,11,13,13,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +3174084,197,8,0,175,375,550,56,151,328,481,42,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2169879,66,2,50,68,136,204,14,61,128,201,25,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3004258,4,12,1,1,3,3,0,1,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2039001,384,8,0,476,714,714,101,253,545,906,192,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1545853,50,12,0,0,0,0,1,4,5,5,3,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +1429046,6,8,0,5,10,15,2,5,8,12,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2898462,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1420852,7,8,0,0,0,0,0,1,1,5,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3118362,10,2,0,0,0,0,2,6,6,6,0,"No",0,0.57,0.67,0,"Yes","No","No","Yes","No","No" +1994832,1,12,0,50,80,100,10,33,53,92,2,"No",0,0.86,0.74,1,"No","No","No","Yes","No","Yes" +3270120,71,8,32,0,0,32,6,31,59,97,17,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1878116,3,2,0,16,16,16,10,24,27,27,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1380044,1,12,0,2,3,4,0,4,4,7,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1761431,0,4,0,6,9,10,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","Yes" +3063899,9,9,0,41,53,65,24,41,49,50,5,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3272738,136,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2135105,0,8,0,19,28,31,7,10,17,36,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1188725,3,2,0,4,6,8,2,4,5,7,0,"No",0,0.5,0.2,0,"Yes","No","No","Yes","No","Yes" +2171578,3,12,0,1,2,4,1,2,2,5,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1699222,1,9,0,1,2,4,1,2,2,2,2,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1474848,5,2,0,0,1,1,0,0,0,0,1,"No",0,0.65,0.73,0,"Yes","No","No","Yes","No","No" +2125269,9,8,0,0,0,3,1,3,6,8,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2959349,8,8,0,0,3,9,0,1,8,19,1,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1327142,70,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +3182065,140,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2044459,5,8,0,81,119,134,18,46,90,132,11,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1550729,276,2,53,650,1200,1700,185,438,542,545,155,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1272706,0,2,0,18,33,34,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2857833,32,4,0,0,12,24,7,16,38,52,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2885904,0,12,0,5,5,5,0,0,0,0,0,"No",1,0.57,0.68,0,"Yes","No","No","Yes","No","Yes" +1985901,299,8,0,0,0,200,11,55,166,268,18,"No",0,1,1,0,"No","No","No","Yes","No","No" +1772235,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3074488,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1494440,753,2,392,0,0,0,201,588,1328,1772,91,"No",0,0.61,0.49,0,"No","No","No","Yes","No","No" +1473168,70,8,1,0,29,58,12,28,50,98,15,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1718410,15,8,8,16,32,48,5,21,48,61,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +1760965,13,4,0,0,50,50,8,17,42,48,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3266495,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +3207413,12,12,4,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3001809,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1417639,-3,8,0,16,16,19,0,9,13,15,0,"No",0,0.62,0.62,3,"No","No","No","Yes","No","Yes" +1762696,0,10,0,2,3,5,3,3,4,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2891458,8,9,0,0,0,0,0,1,2,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1666953,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1249018,366924,12,0,0,0,0,3010,8025,44025,48025,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1350570,149,8,0,36,116,176,26,90,166,289,38,"No",0,0.33,0.29,0,"No","No","No","Yes","No","No" +2282759,115,8,40,120,280,400,26,111,192,306,47,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2837128,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2061236,7,12,0,0,0,0,0,1,2,2,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1434131,8248,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2036088,0,2,0,1,1,1,1,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2821827,164,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1891250,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3282612,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2930715,5,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2113550,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +3251119,534,2,1343,2300,4100,5900,956,2264,3479,4963,654,"No",461,0.85,0.83,0,"No","No","No","Yes","No","No" +1230572,0,8,0,1,1,1,2,2,2,3,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +3041325,11,12,0,2,2,2,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1611410,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.83,0,"Yes","No","No","Yes","No","No" +2826571,0,8,0,3,4,5,4,4,7,10,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1434850,-38,15,0,128,160,192,22,33,52,107,29,"No",0,0.05,0.08,38,"No","No","No","Yes","No","Yes" +1555927,1,9,0,1,1,2,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1233608,49,8,0,0,0,0,0,2,3,6,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1688015,60,2,0,0,0,0,5,11,11,11,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2804070,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1936145,58,8,9,76,136,216,16,65,145,204,24,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2091973,15,8,0,0,15,15,3,7,15,22,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1546282,41,8,0,0,0,0,0,0,1,2,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2145146,0,12,0,3,5,5,1,3,10,13,0,"No",1,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1668845,12,2,0,0,0,0,0,0,0,1,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2269626,4,8,0,20,20,20,0,0,0,1,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2834721,8,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"Yes","No","Yes","No","No","No" +1538693,6,8,0,0,0,0,0,1,1,2,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1218611,1,12,0,2,3,5,0,2,3,3,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +2957533,0,2,0,15,15,15,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","Yes" +1120264,4,2,0,0,0,0,0,0,0,6,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +2875058,15,8,0,8,16,32,4,9,37,48,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1754257,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1620492,7,4,0,0,0,0,1,1,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1357204,71,9,0,0,0,0,0,2,4,9,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1358506,8,9,0,0,15,15,1,6,9,10,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1516193,8,2,0,10,30,40,3,17,33,45,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +2899311,0,2,0,13,13,13,0,3,4,4,17,"No",0,0.58,0.45,0,"No","No","No","Yes","No","Yes" +3184897,5,2,24,0,0,0,2,12,12,12,2,"No",0,0.66,0.64,0,"No","No","Yes","Yes","No","No" +2107891,37,8,0,0,0,0,0,1,5,23,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2928661,38,4,0,0,0,0,0,1,2,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1436879,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1562351,7,8,0,20,40,60,5,12,15,26,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +1701155,35,2,87,70,133,203,37,105,165,230,39,"No",0,0.56,0.61,0,"No","No","No","Yes","No","No" +1789926,19,4,0,7,14,14,23,24,44,60,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2995671,0,8,0,11,15,25,3,9,11,13,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1326641,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2263327,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +2175673,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1966040,26,2,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.87,0,"Yes","No","No","Yes","No","No" +1172204,0,12,0,9,9,9,1,1,4,5,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1243265,76,8,6,39,78,117,16,48,88,147,24,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1941199,11,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1243034,2,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1777141,1,8,0,8,14,21,6,13,16,23,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1914394,5,9,0,0,2,3,0,2,4,7,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1128446,43,8,17,28,57,77,11,36,60,93,17,"No",0,0.66,0.68,0,"No","No","No","Yes","No","No" +2240966,356,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","No","No","No" +2106124,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.89,0,"Yes","No","No","Yes","No","No" +1749627,52,2,30,0,30,60,6,35,49,63,5,"No",0,0.75,0.41,0,"Yes","No","No","Yes","No","No" +2952213,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +3124323,455,8,6,264,264,264,32,134,402,648,73,"No",0,-99,0,0,"No","No","No","Yes","No","No" +3129700,3,2,0,3,6,9,0,2,6,8,0,"No",0,0.66,0.66,0,"No","No","No","Yes","No","No" +3122611,3639,10,0,0,0,0,10,27,72,105,3,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1313453,346,8,0,0,0,0,0,1,2,2,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1234525,2,4,0,0,0,0,5,6,6,6,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +2020541,0,8,0,20544,31968,41760,0,0,0,0,2164,"No",0,0.91,0.91,0,"No","No","Yes","Yes","No","Yes" +2945287,2,8,0,19,24,34,3,6,19,32,2,"No",0,0.05,0.13,0,"No","No","No","Yes","No","Yes" +1176633,-1,12,0,11,11,11,3,11,13,18,0,"No",0,0.87,0.68,2,"No","No","No","Yes","No","Yes" +1457434,8,52,0,0,0,0,0,0,1,2,0,"No",0,0.6,0.49,0,"Yes","No","No","Yes","No","No" +1839997,6,2,0,0,0,0,4,11,18,18,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +1529479,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1631495,4,2,0,16,16,16,11,23,26,26,0,"No",2,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1700832,140,8,32,141,273,422,40,135,280,400,37,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1895927,0,8,10,7,7,7,0,0,0,1,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1240119,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1288685,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2118473,0,8,0,4,5,7,1,6,6,8,3,"No",0,0.94,0.96,0,"No","No","No","Yes","No","Yes" +1554529,0,8,0,7,9,13,0,4,4,4,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1917775,4,2,0,2,6,10,2,12,20,23,1,"No",0,0.88,0.81,0,"No","No","No","Yes","No","Yes" +2306735,1573,NA,0,0,0,0,0,0,174,174,1,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1224041,115,2,0,0,0,0,7,16,27,35,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1299021,9,8,0,16,31,49,3,16,28,39,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +3229248,4,2,0,2,3,3,0,0,0,0,0,"No",0,0.83,0.69,0,"Yes","No","No","Yes","No","No" +1989939,3,4,0,2,2,2,0,0,3,3,0,"No",0,0.57,0.69,0,"Yes","No","No","Yes","No","No" +1304263,95,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1668152,58,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3195839,0,4,0,0,0,0,1,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1867087,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2083474,2,2,0,1,3,4,0,1,2,5,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1341494,30,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1874196,66,6,0,0,0,0,7,16,32,46,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1469095,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2957237,130,8,0,2500,2500,2500,38,44,140,169,87,"No",0,0,0,0,"No","No","No","Yes","No","No" +1326283,11,8,0,0,0,0,1,1,1,2,0,"No",0,0.52,0.46,0,"No","No","Yes","Yes","No","No" +1664412,0,9,0,3,3,3,1,1,1,1,0,"No",0,0.87,0.72,0,"No","No","Yes","Yes","No","Yes" +3058960,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2273343,15,8,0,21,38,55,5,18,36,47,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1636808,30,3,0,0,0,0,0,0,0,10,2,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","No" +2891471,23,8,0,0,0,0,0,0,2,2,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1174521,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1691437,2,9,0,0,0,0,0,0,0,2,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2913560,60,9,150,0,0,30,0,50,100,146,5,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2085679,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2107043,11,8,0,0,10,10,0,6,9,15,2,"No",0,0.03,0.11,0,"No","No","No","Yes","No","No" +1890922,40,2,0,10,50,90,5,20,50,63,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1672125,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1281692,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1576557,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3114448,21,12,0,0,12,24,9,13,24,34,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2070924,8,2,0,0,0,0,0,0,0,4,2,"No",0,0.46,0.18,0,"No","No","No","Yes","No","No" +1668454,2,8,0,1,3,4,0,2,2,6,0,"No",0,0.78,0.86,0,"No","No","Yes","Yes","No","Yes" +1216893,1793,8,0,0,0,0,0,4,7,12,10,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2124103,145,8,108,259,494,776,79,287,565,858,68,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2145748,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1330774,54,8,0,0,12,18,1,15,48,74,18,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2062816,57,8,0,35,66,95,8,43,80,115,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2128159,61,12,3,75,75,150,13,49,82,113,19,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2213338,157,12,73,131,339,569,72,285,543,785,66,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1933774,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3055197,16,2,0,0,0,3,0,1,1,9,0,"No",0,0.84,0.55,0,"Yes","No","No","Yes","No","No" +1231512,0,2,0,12,21,27,0,0,0,0,0,"No",0,0.85,0.83,0,"Yes","No","Yes","Yes","No","No" +1628688,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2245648,0,12,0,3,4,5,0,0,0,0,0,"No",2,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1340780,39,12,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.88,0,"No","No","No","No","No","No" +1809118,9,9,6,0,7,14,0,7,12,16,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1675325,11,8,0,0,0,0,1,3,4,7,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2266634,15,0,0,434,549,549,17,79,163,235,36,"No",0,0,0,2,"No","No","Yes","Yes","No","Yes" +1359462,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1565171,58,8,16,12,22,32,4,22,57,97,14,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1345457,113,8,1,0,0,0,3,22,42,60,17,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1445033,-4,2,12,24,32,40,10,34,34,34,0,"No",0,1,1,4,"No","No","No","Yes","No","Yes" +3093479,90,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1816746,17,9,0,45,75,105,7,35,50,79,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1977678,0,2,0,2080,2890,3475,5,766,766,767,656,"No",0,0.98,0.99,6,"No","No","No","No","No","Yes" +3024494,6,8,0,8,12,16,3,5,9,18,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1896639,28,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1477089,0,2,0,5,11,11,0,0,0,0,0,"No",0,0.2,0.11,0,"Yes","No","Yes","Yes","No","No" +1540019,56,8,25,186,311,424,45,149,272,436,51,"No",3,0.81,0.87,0,"No","No","No","Yes","No","Yes" +2811436,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" 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+1873230,118,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1438183,594,8,0,1200,1200,1200,0,0,3,3,2,"No",0,0.62,0.8,0,"No","No","No","Yes","No","Yes" +3003953,39,2,49,120,216,312,24,78,163,243,64,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1283090,74,2,3,64,152,240,30,80,151,204,26,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1175706,83,8,0,0,0,0,3,10,18,35,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1183367,14,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2072463,167,2,4,0,0,0,6,40,54,54,19,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +3110172,64,2,0,105,177,225,44,112,160,234,8,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3096650,25,8,0,0,4,16,4,9,35,42,4,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2905706,20,8,0,0,0,4,0,2,19,28,1,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2895845,4880,52,0,0,0,0,0,5,10,16,0,"No",0,0.68,0.75,0,"Yes","No","No","No","No","No" +1256748,11,8,0,0,0,0,2,11,24,37,3,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1709326,198,8,960,688,688,688,49,131,267,442,37,"No",0,0.8,0.8,0,"No","No","No","Yes","No","No" +1380690,276,16,18,0,400,400,52,120,236,370,46,"No",0,0.71,0.61,0,"Yes","No","No","No","No","No" +1391735,126,8,72,17,151,256,51,126,241,352,46,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1922950,0,8,0,2,2,2,0,0,1,2,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1936784,187,8,0,0,0,0,1,3,3,4,1,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +2158399,466,12,0,0,0,0,2,6,11,21,1,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","No" +1185058,41,8,4,88,88,136,15,41,108,146,21,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","No" +1879428,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1598972,10,2,0,36,84,120,14,36,70,95,4,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1762081,36,16,0,0,0,0,0,1,1,1,2,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1261509,18,8,15,61,136,196,25,75,134,209,20,"No",0,0.71,0.8,3,"No","No","No","Yes","No","No" +1908581,42,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2236639,26,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1723266,-1,8,0,19,30,43,11,31,51,55,0,"No",0,0.96,0.96,1,"No","No","No","Yes","No","Yes" +1469076,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2108224,12,12,0,0,0,0,0,1,2,2,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3271003,126,8,3,27,72,134,17,17,18,18,30,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1181994,0,2,0,7,12,17,0,1,1,1,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +1584175,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3158028,328,NA,0,0,0,0,0,0,1,2,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2037208,1260,8,0,0,0,0,10,53,93,106,1,"No",0,1,0.84,0,"No","No","No","Yes","No","No" +1654298,274,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1929419,5,8,0,0,0,0,0,0,0,3,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1252161,12,8,22,485,791,1099,140,276,401,626,79,"No",0,0.55,0.55,3,"No","No","No","Yes","No","Yes" +1288878,16,4,0,0,0,0,0,1,2,2,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1953969,28,8,0,0,0,0,0,4,9,12,0,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +2899924,13,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3162726,40,2,0,0,0,0,0,5,5,9,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2067771,0,12,0,7,12,13,4,7,16,22,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3143600,35,8,11,97,154,202,30,72,127,179,28,"No",0,0.87,0.6,0,"No","No","Yes","Yes","No","No" +3100358,5,8,3,52,88,130,19,39,77,95,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2271899,50,2,0,0,0,0,1,1,1,1,2,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2044828,0,3,0,5,6,9,0,0,0,0,0,"No",0,0.52,0.41,0,"No","No","No","Yes","No","Yes" +1640145,21,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1945437,25,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2931809,0,2,0,4,24,24,0,0,0,0,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +3227694,33,2,0,0,0,0,0,2,2,4,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1338983,5,8,0,14,21,21,4,9,11,18,0,"No",0,0.6,0.57,0,"No","No","No","Yes","No","No" +2289575,60,12,0,0,0,0,1,5,19,30,4,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2027479,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2149770,1,8,0,8,8,8,1,2,5,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3088391,3400,8,0,0,0,0,0,0,10,12,54,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2151866,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3223687,370,8,45,0,0,117,53,125,299,540,37,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +2822720,0,8,0,150,150,150,0,0,0,0,0,"No",0,0.5,0.49,0,"Yes","No","No","Yes","No","No" +3220106,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3153011,180,2,109,459,963,1431,249,592,974,1319,120,"No",0,0.96,0.96,2,"No","No","No","Yes","No","No" +2197037,4,8,0,0,0,0,0,0,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2259614,20,12,0,15,15,15,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1860852,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1905826,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3205557,30,12,30,0,0,30,8,27,47,76,24,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2892321,8,12,0,59,98,137,12,34,56,74,7,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2270345,325,8,11,0,200,200,50,128,290,488,142,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1622351,1,8,0,12,12,18,4,8,12,26,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +2157045,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.66,0,"Yes","No","No","Yes","No","No" +2904252,1232,8,0,0,0,0,0,6,206,206,0,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1476381,2,12,0,10,14,19,1,11,20,40,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3150004,187,8,109,144,360,432,27,118,235,378,26,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +2808589,3,8,0,3,3,3,0,1,2,3,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2833540,186,8,0,0,0,0,0,2,7,8,14,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +2993157,86,2,12,35,35,64,10,38,79,116,34,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1329293,7,8,0,0,0,0,1,1,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1465525,2392,NA,0,0,0,0,6,15,26,40,24,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1325760,5,6,0,40,72,104,5,22,51,70,14,"No",0,0.64,0.67,0,"No","No","No","Yes","No","Yes" +1500058,11,2,0,10,10,20,0,4,22,31,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2067230,3,8,0,0,0,1,0,0,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1813716,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2211593,2,8,0,1,2,4,2,3,4,6,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +1522176,8,8,0,0,4,8,2,4,4,8,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3200298,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1362987,35,8,0,14,14,28,3,12,36,65,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2116647,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","Yes","Yes","No","No" +3243540,-92,8,2,316,430,581,147,263,510,658,35,"No",0,0.18,0.38,100,"No","No","Yes","Yes","No","No" +2220329,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2950822,74,8,1,0,16,32,8,20,51,90,16,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1348370,115,8,50,0,25,25,9,30,79,132,30,"No",0,1,1,0,"No","No","No","Yes","No","No" +2301346,121,NA,0,0,0,0,1,1,5,8,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2907647,112,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2921687,1244,8,14,0,1008,2016,256,773,1435,2048,377,"No",0,1,1,0,"No","No","No","Yes","No","No" +1712637,13,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1753983,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +2140318,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1811407,0,8,0,936,1598,2013,0,0,0,0,146,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +3175527,2,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1200593,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.66,0.68,0,"Yes","No","No","Yes","No","No" +3113557,260,2,16,120,340,520,54,190,356,509,80,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1957274,2,12,0,9,13,17,5,6,11,13,2,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2047069,250,8,12,576,864,1008,83,282,610,1044,85,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1343642,7,8,0,31,61,96,7,32,52,77,9,"No",0,0.55,0.55,0,"No","No","No","Yes","No","Yes" +3236924,747,8,2,135,819,1526,60,257,1224,1740,71,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2122534,217,8,0,0,38,63,12,56,111,259,36,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1517135,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1567498,4,2,0,0,2,2,0,0,0,0,0,"No",0,0.81,0.82,0,"Yes","No","No","Yes","No","No" +2210468,23,8,0,6,12,18,7,9,18,24,1,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1738636,109,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1254868,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2127878,10,4,0,28,28,56,10,36,63,87,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1462995,159,8,147,0,120,240,37,123,258,440,51,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1484225,30,2,0,0,0,0,0,1,3,10,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1140606,66,8,0,0,0,0,0,0,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1308318,0,8,0,3,3,4,0,1,2,4,1,"No",0,0.17,0.34,0,"No","No","No","Yes","No","Yes" +2194837,25,8,0,0,0,0,0,0,0,0,2,"No",0,0.35,0.55,0,"No","No","No","Yes","No","No" +1672214,30,52,0,0,0,0,7,14,20,27,0,"No",0,0.9,0.9,0,"Yes","No","No","No","No","No" +1842858,1462,12,0,0,0,0,3,11,17,18,4,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +1203032,106,8,5,54,162,234,27,59,118,224,32,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1237005,79,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1414981,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.44,0,"No","No","No","Yes","No","No" +1571300,116,2,0,0,0,0,141,198,227,285,119,"No",0,0.43,0.64,0,"No","No","No","Yes","No","Yes" +1681973,0,8,0,2,3,4,0,3,4,4,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1931956,10,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2959882,0,2,0,0,0,0,0,1,1,1,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3274782,79,2,0,0,0,0,0,1,1,1,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1174630,15,8,0,17,34,34,5,13,18,33,10,"No",0,0.68,0.58,0,"No","No","Yes","Yes","No","No" +2931875,878,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1479955,0,8,0,9,9,9,1,1,1,1,1,"No",0,0.46,0.45,7,"No","No","No","Yes","No","No" +2158292,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2954908,41,2,0,21,55,94,4,30,53,68,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2824288,5,8,0,0,0,0,1,1,3,4,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1236153,12,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +1879287,50,8,0,0,0,0,0,2,2,11,0,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +3069063,7,8,0,1,7,12,1,4,8,11,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1746599,294,8,5,0,0,0,13,52,120,258,18,"No",0,0.27,0.4,0,"No","No","No","Yes","No","No" +3145402,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1864766,137,8,128,30,120,270,30,143,291,459,36,"No",0,1,1,0,"No","No","No","Yes","No","No" +1736939,0,2,0,21,25,25,4,5,5,5,1,"No",0,0.69,0.69,5,"Yes","No","No","Yes","No","Yes" +1251116,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","Yes","Yes","No","No" +1222451,4,8,0,0,0,0,0,0,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1986412,30,52,0,0,0,0,0,0,1,4,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1679429,0,8,0,52,103,103,0,0,0,0,15,"No",0,0.65,0.4,0,"Yes","No","Yes","No","No","Yes" +3173437,18,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1582511,112,4,79,100,225,475,83,221,415,555,63,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2078939,181,8,2,109,206,400,34,150,238,375,122,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3149629,4,4,2,0,2,4,0,3,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3081549,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +3097197,146,2,45,120,320,440,82,217,390,530,35,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3037893,38,8,0,0,0,0,0,1,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2058495,0,8,0,10,10,10,0,6,7,9,0,"No",10,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3006181,5,8,0,0,0,0,0,2,2,3,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1981129,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1124662,48,8,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1225920,35686,12,8817,56700,107100,157500,13043,43777,94984,150860,12292,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1238238,93,3,0,96,96,96,0,1,3,5,0,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +1282539,999,8,0,0,0,0,35,118,231,350,53,"No",0,0.84,0.91,0,"No","No","No","Yes","No","No" +2028183,23,8,0,4,19,19,8,14,35,58,0,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +1222356,0,12,0,50,50,50,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","Yes" +1590326,20,8,0,0,0,0,0,0,0,3,0,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +3027844,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1881861,6,2,0,252,252,252,5,18,34,34,0,"No",0,0.44,0.44,0,"Yes","No","No","Yes","No","Yes" +2934892,-7,8,0,136,196,271,38,95,173,232,29,"No",7,0.96,0.91,7,"No","No","No","Yes","No","Yes" +1575324,0,2,1,0,0,0,0,0,0,0,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","Yes" +1376168,1393,8,0,0,0,0,0,42,97,180,12,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","No" +3059940,6,4,0,6,12,24,1,2,2,4,0,"No",0,0.54,0.48,0,"No","No","Yes","Yes","No","No" +1352162,15,9,0,21,42,63,9,19,52,66,10,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2889253,112,8,96,0,0,75,0,2,4,5,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2258619,6,12,0,0,2,3,1,7,10,14,0,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +3046636,27,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1473037,-1,8,3,5,6,9,2,7,10,12,0,"No",0,0.81,0.82,1,"No","No","No","Yes","No","Yes" +1164202,0,8,0,7,11,15,4,6,10,16,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1238592,236,8,10,101,266,431,31,137,330,544,62,"No",0,1,1,0,"No","No","No","Yes","No","No" +1440988,3297,8,0,0,1300,1300,81,297,602,1076,167,"No",0,0.94,0.91,0,"No","No","Yes","Yes","No","No" +2111817,726,8,0,0,0,0,6,31,256,256,4,"No",0,0.5,0.72,0,"Yes","No","No","No","No","No" +1637794,3,NA,0,0,0,0,0,0,5,5,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2053629,4,4,0,1,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3185786,102,8,0,0,0,0,4,12,27,34,2,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1704094,68,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2287328,546,8,0,282,698,906,0,190,499,636,156,"No",0,0.62,0.52,0,"No","No","No","Yes","No","No" +2176272,3,8,0,0,0,0,1,1,1,2,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +2959650,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2125943,5,NA,0,0,0,0,1,5,16,26,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1944690,137,12,111,100,200,300,58,158,311,476,66,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2165137,10,2,0,5,10,10,0,7,8,8,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1471778,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1900790,0,NA,0,0,0,0,0,0,5,13,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2959727,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1764862,423,2,0,0,0,0,0,0,0,0,2,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +2200104,16,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1670769,445,8,529,2400,4080,5760,745,2193,3462,5462,308,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1764342,-6,8,1,162,252,342,53,118,210,287,31,"No",18,0.82,0.75,10,"No","No","No","Yes","No","Yes" +3114313,27,52,0,0,0,0,0,4,14,22,0,"No",0,1,0.9,0,"Yes","No","No","Yes","No","No" +1180523,21,4,3,6,14,16,1,5,21,28,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2309721,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1816869,61,8,0,0,0,0,8,18,38,63,6,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1487208,10,8,0,0,0,0,1,3,5,9,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3283818,2,8,2,5,10,16,0,6,14,18,1,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +3239543,1580,13,0,0,0,0,2,5,7,12,2,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2857567,101,8,0,420,420,420,0,0,0,0,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1442547,1,12,0,17,25,35,4,16,26,39,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","Yes" +1520318,278,8,23,1017,1857,2907,501,1267,2116,2696,323,"No",70,0.45,0.45,0,"No","No","No","Yes","No","No" +1180079,16,8,0,0,4,6,2,5,9,10,4,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1257446,7,8,0,3,4,6,0,6,11,20,1,"No",0,0.2,0.16,0,"No","No","No","Yes","No","Yes" +2850547,96,8,0,0,0,0,4,11,35,53,5,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1174427,9,2,0,7,15,15,7,8,8,8,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1450760,45,8,0,33,66,99,4,6,18,38,8,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1137090,0,2,0,111,111,111,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1355412,-1,12,0,5,8,10,0,5,11,17,0,"No",0,0.76,0.78,1,"No","No","No","Yes","No","Yes" +3161365,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2923620,62,2,0,50,76,128,16,50,115,165,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1155124,123,NA,0,0,0,0,1,8,20,30,21,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1506809,0,2,6,0,0,0,7,14,23,30,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2955434,578,15,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +3202135,1,8,0,3,6,8,1,2,4,6,1,"No",0,0.68,0.49,0,"No","No","No","Yes","No","Yes" +2910514,5,8,0,0,1,3,0,1,2,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1323538,155,8,15,324,572,820,82,229,1012,1346,42,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +2180912,21,8,0,0,0,0,1,1,2,3,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2167473,9,12,0,0,0,0,0,1,1,1,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1758210,25,2,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.78,0,"No","No","No","Yes","No","No" +1303986,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1590113,63,8,5,24,72,96,12,45,85,136,18,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +1290592,2,8,0,20,38,56,15,28,43,58,0,"No",0,0.08,0.16,0,"No","No","No","Yes","No","Yes" +1773314,27,8,0,44,65,86,9,31,63,89,15,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1933307,4,8,0,0,0,0,0,0,0,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2299128,43,8,22,26,66,108,11,34,75,100,20,"No",0,0.75,0.73,0,"No","No","No","Yes","No","No" +2283776,1,8,0,5,8,11,4,10,15,17,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","Yes" +1261672,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3160039,1,4,0,90,150,200,28,77,132,198,13,"No",2,0.1,0.08,0,"No","No","No","Yes","No","Yes" +1703389,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2316035,5,0,0,0,0,0,0,1,1,3,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3102286,32,8,15,81,129,186,22,70,129,180,23,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1282908,2,12,0,69,85,133,6,44,61,94,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +3258489,43,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +2134866,3,8,0,0,0,0,3,5,15,17,1,"No",0,0.91,0.96,0,"Yes","No","No","Yes","No","No" +1336223,9,8,0,0,0,0,0,0,0,2,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1393158,469,2,184,891,1728,2619,284,950,1800,2659,252,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1555096,0,2,0,24,32,40,0,8,15,26,0,"No",0,0.04,0.12,0,"No","No","No","Yes","No","No" +1723835,71,8,0,0,0,0,0,1,1,4,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2194574,116,8,76,0,0,50,16,47,83,131,27,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1407885,179,9,62,133,316,431,34,167,354,469,55,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1923738,0,8,0,20,35,35,1,4,4,8,0,"No",7,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1264131,87,8,0,0,0,0,2,8,14,23,0,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1869870,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1947601,2,2,0,3,6,7,0,0,0,0,0,"No",0,0.84,0.89,0,"Yes","No","Yes","Yes","No","No" +3004222,6,2,0,0,0,0,1,1,1,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1332241,4,8,0,0,0,36,2,2,3,8,2,"No",0,0.94,0.79,0,"No","No","No","Yes","No","Yes" +1415947,13,3,0,23,46,92,7,21,60,82,7,"No",0,0.54,0.7,0,"No","No","No","Yes","No","No" +3276503,708,8,3,0,0,0,31,80,162,307,40,"No",0,1,1,0,"No","No","No","Yes","No","No" +1206790,234,4,97,70,175,280,43,144,280,442,33,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1608574,0,8,0,2,3,5,3,4,5,5,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1397620,176,2,0,0,0,0,3,8,20,30,0,"No",0,0.87,0.84,0,"No","No","Yes","Yes","No","No" +1795528,32,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3277945,36,2,0,0,0,0,0,9,19,19,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1494150,59,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2936085,0,2,4,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2188993,324,8,0,0,0,0,0,7,13,18,12,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +3230392,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2824277,132,8,1,0,100,100,6,28,119,166,17,"No",0,0.53,0.63,0,"No","No","No","Yes","No","No" +2106262,3,16,0,58,82,130,12,37,63,98,8,"No",0,0.66,0.63,0,"No","No","No","Yes","No","Yes" +1449234,11,8,0,0,0,0,0,2,4,5,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1283310,4,8,0,4,8,12,1,3,7,9,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1752698,13,8,1,0,0,0,0,3,6,7,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +3223211,0,2,72,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"Yes","No","No","Yes","No","No" +1586568,33,2,0,8,18,18,7,12,12,12,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1252132,17,2,0,0,0,0,0,1,1,2,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1810247,9,8,0,0,0,0,0,2,2,3,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1439783,6659,8,0,0,0,0,20,57,274,357,40,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +3013684,0,2,0,5,11,11,0,0,0,0,0,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +1632471,-4,8,0,18,18,18,1,4,7,9,24,"No",0,0.46,0.45,4,"No","No","No","Yes","No","No" +1922319,0,2,0,10,30,40,8,20,31,44,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1796865,0,2,0,4,6,6,0,1,5,7,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2119301,258,2,167,876,1811,2709,281,1145,2068,2769,172,"No",40,0.48,0.52,3,"No","Yes","No","Yes","No","No" +1640777,3,8,0,3,6,8,5,9,14,15,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +1615181,35,2,0,30,70,110,14,45,77,99,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1664801,3,3,0,4,8,12,0,4,7,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2885825,61,16,0,0,0,0,0,3,6,12,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1141247,18,9,0,0,0,0,0,0,2,3,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1631576,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"Yes","No","No","Yes","No","No" +1135035,11,8,2,14,32,44,6,26,54,81,9,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1954383,1047,NA,11,0,0,0,23,77,156,230,42,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2917093,8,8,0,50,50,50,0,4,11,15,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +2041248,32,8,0,20,20,27,7,22,49,65,2,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1188909,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1871060,33,8,1,103,160,217,17,53,96,150,22,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2840063,2,4,5,0,0,0,0,3,4,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2305110,20,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2105391,6,9,0,3,6,9,0,4,6,10,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1566959,138,2,61,208,448,704,88,256,503,705,140,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1307279,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1291603,3,2,0,43,78,113,8,27,59,94,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +2091869,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1662859,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.77,0,"No","No","No","Yes","No","No" +3062287,17,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2825807,975,8,0,0,0,0,0,0,0,55,0,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1252636,4,8,0,49,70,91,20,44,65,94,12,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1597867,453,8,0,0,0,0,0,2,8,16,2,"No",0,0.73,0.6,0,"Yes","No","No","Yes","No","No" +1799547,93,8,0,0,0,0,2,8,9,15,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1163444,4,2,0,40,40,40,0,1,1,1,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1979270,4,4,0,0,1,2,1,1,2,12,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1489107,-2,8,0,33,51,69,8,22,36,42,6,"No",0,0.76,0.78,2,"No","No","No","Yes","No","Yes" +1885748,14,9,0,0,0,0,0,0,1,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1178196,42,NA,0,0,0,0,0,2,3,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1174317,3,2,0,0,2,4,2,4,4,4,0,"No",0,0.88,0.92,0,"Yes","No","No","Yes","No","No" +3172166,260,8,2,0,0,0,16,45,98,139,29,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +2070645,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1594833,0,NA,0,3,5,7,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1409302,0,2,0,6,7,8,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3140395,101,8,39,99,197,300,27,106,222,356,66,"No",0,0.83,0.7,0,"No","No","No","Yes","No","No" +1398567,3,12,0,2,3,3,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2166910,0,8,0,4,7,9,0,2,3,4,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","Yes" +3018313,10,8,0,12,12,12,0,3,7,15,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1907362,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2213915,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1540022,5,8,6,24,42,66,7,28,49,64,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3009404,4,8,0,0,0,0,1,1,2,2,0,"No",0,0.65,0.72,0,"No","No","No","Yes","No","No" +2903031,75,2,439,131,329,363,125,258,554,716,56,"No",0,0.84,0.93,0,"No","No","No","Yes","No","No" +2840402,150,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1244785,23,2,22,22,64,106,7,21,43,49,5,"No",0,0.4,0.63,0,"No","No","Yes","Yes","No","No" +2864644,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3234174,7,9,0,0,1,3,0,0,4,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1465111,7,12,0,0,0,0,0,1,1,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1529581,0,2,6,96,138,156,24,66,91,99,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +1793370,11,15,0,0,0,0,1,2,7,7,1,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3047091,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.73,0,"No","No","No","Yes","No","No" +1509719,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2264588,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1617304,116,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.44,0,"No","No","Yes","Yes","No","No" +1842873,112,8,0,0,0,0,0,0,3,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1639555,3,2,0,156,228,282,8,39,82,140,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1190409,0,2,0,8,13,21,0,6,12,13,1,"No",0,1,0.93,0,"No","No","No","No","No","No" +3138819,4,2,0,2,3,3,0,0,0,0,0,"No",0,0.83,0.69,0,"Yes","No","No","Yes","No","No" +1279428,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.19,0.16,0,"Yes","No","No","Yes","No","No" +2845632,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1764747,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1902540,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1707851,17,8,0,0,0,6,0,4,10,11,1,"No",0,0.83,0.83,0,"No","No","Yes","Yes","No","No" +2000002,14,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +3007530,515,12,0,0,0,0,43,68,115,143,30,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +2219426,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +1582709,0,8,0,10,10,10,2,11,18,21,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1638007,17,8,0,0,0,0,1,3,3,10,0,"No",0,0.85,0.68,0,"No","No","No","Yes","No","No" +2191004,953,8,512,1300,2750,4250,538,1674,3169,4628,838,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1946695,14,2,0,0,11,11,13,21,29,59,2,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +2059563,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1968157,22,12,0,0,0,0,0,0,0,1,1,"No",0,1,0.28,0,"Yes","No","No","Yes","No","No" +2031306,20,9,4,24,35,46,0,0,17,18,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1253156,1959,3,0,0,0,0,1,7,11,19,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1613684,-12,8,108,54,108,162,8,54,106,142,13,"No",0,0.7,0.64,14,"No","No","No","Yes","No","No" +1318209,21,8,0,0,0,0,1,6,14,27,0,"No",0,0.93,0.8,0,"No","No","No","Yes","No","No" +1235880,1,12,0,2,2,3,0,0,2,2,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1949708,3,0,0,0,0,5,0,1,1,2,1,"No",0,0,0,0,"No","No","No","No","No","No" +2951042,23,2,0,0,0,0,2,3,4,4,0,"No",0,0.63,0.79,0,"Yes","No","No","Yes","No","No" +2865525,5,2,0,30,45,60,3,11,28,55,16,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2123283,4334,2,0,0,0,0,31,127,233,321,15,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2261553,-102,NA,0,0,0,0,227,335,646,1165,78,"No",0,-99,-99,0,"No","No","No","No","No","No" +1527254,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","No" +1918855,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.6,0.58,0,"Yes","No","No","Yes","No","Yes" +2102261,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1382350,0,2,0,1017,1647,1819,0,0,0,0,86,"No",426,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +2844683,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1318057,81,2,0,32,112,176,21,64,96,113,0,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1264172,19,8,0,0,0,0,0,0,0,1,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1292736,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3252114,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1384811,1664,2,30,0,2000,2000,254,849,1617,2518,245,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +1818058,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1641922,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +1955958,100,16,6,10,60,100,11,34,81,142,18,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1506838,103,2,32,67,155,211,72,120,207,263,33,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1972182,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"Yes","No","Yes","Yes","No","No" +1860721,0,8,0,7,7,7,0,0,4,4,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1341444,49,2,44,0,0,0,8,18,18,18,0,"No",0,0.58,0.83,0,"Yes","No","No","Yes","No","No" +1205016,100,4,0,0,0,20,21,41,73,93,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2005749,344,2,5,32,192,288,42,126,233,366,46,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1934414,1,2,0,16,37,45,7,13,19,19,2,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","Yes" +2994702,0,8,0,16,23,30,4,12,15,23,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1517620,9,8,50,0,0,0,3,6,18,28,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1417025,-1,2,0,19,29,39,8,21,33,37,0,"No",0,1,0.94,1,"No","No","No","Yes","No","Yes" +1426914,0,5,0,461,638,638,0,2,2,2,41,"No",91,0.68,0.69,0,"No","No","No","Yes","No","Yes" +2812360,3580,4,564,4698,8298,13218,1780,4786,9895,14502,2661,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1511248,72,4,0,0,0,0,1,1,38,45,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2984589,16,8,0,0,0,0,0,0,0,2,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1270389,10,9,0,0,0,0,1,1,1,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2279632,36,9,0,80,120,120,13,34,58,103,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1225131,96,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3042518,191,8,42,154,278,402,47,159,315,529,200,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1927866,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"Yes","No","Yes","Yes","No","No" +1236897,1,2,3,1,1,1,0,0,0,0,0,"No",0,0.69,0.83,0,"Yes","No","No","Yes","No","No" +1836969,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1978089,12,8,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3024032,18,8,0,2,18,36,5,12,29,29,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1893949,34,8,0,0,0,0,1,10,18,29,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1466448,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1571786,38,12,0,0,0,0,0,2,7,8,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1608200,18,8,0,86,129,172,14,45,92,151,8,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3219019,8,8,0,0,0,0,0,3,6,10,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2263400,82,4,1,0,0,0,87,264,527,791,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1350266,2,2,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3217525,44,2,9,24,60,72,7,16,22,22,12,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +1337267,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2195787,9,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3109103,3,12,0,0,2,3,2,2,4,5,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2273505,6,8,0,35,50,59,2,12,22,39,15,"No",1,0.5,0.46,0,"No","No","No","Yes","No","No" +1595368,7,8,0,0,0,10,5,17,25,35,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1659039,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","No" +3034711,0,12,0,22,36,52,2,8,21,31,0,"No",1,0.73,0.79,0,"No","No","No","Yes","No","Yes" +3228340,0,8,0,19,19,19,0,4,4,4,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1162322,35,8,0,0,0,0,2,9,19,26,2,"No",0,0.64,0.77,0,"No","No","No","Yes","No","No" +1930400,2,8,0,1,1,1,5,8,11,23,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1783905,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +1632586,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1574041,57,3,0,0,0,0,12,17,31,32,4,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2823418,0,8,0,30,30,42,8,14,22,32,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3054091,2,12,1,0,1,3,0,2,4,5,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2104866,3,8,0,0,0,0,0,0,0,1,2,"No",0,0.87,0.92,0,"Yes","No","No","Yes","No","No" +2186292,55,8,0,0,60,60,3,10,85,113,6,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2932286,7,3,0,0,0,3,2,6,14,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1703860,8,8,0,8,16,32,1,8,18,28,2,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2146557,12,12,6,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1917824,17,11,0,41,68,122,23,38,80,110,4,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1730308,16,8,0,0,0,0,6,15,33,41,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3048580,29,8,0,0,0,0,0,0,0,2,0,"No",0,0.71,0.63,0,"No","No","No","Yes","No","No" +2086102,1,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2176306,1,2,16,21,35,63,5,24,38,43,5,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +2112889,166,8,28,144,288,408,60,207,358,579,95,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +1946790,6,8,0,31,47,59,4,13,27,53,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1797060,1,NA,0,69,97,135,5,34,72,98,13,"No",16,-99,-99,0,"No","No","Yes","Yes","No","Yes" +2820610,36,NA,0,0,0,0,1,35,74,90,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +2167937,334,8,0,0,120,300,38,52,56,56,47,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1486323,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2830868,54,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1881093,394,8,217,720,1440,2016,246,747,1554,2355,367,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1989612,6,13,0,0,1,2,0,2,2,6,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1260325,11,8,0,240,360,440,15,76,224,335,63,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2104497,61,8,1,0,30,45,2,14,49,74,33,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1865717,2,9,0,0,0,0,1,1,4,4,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +2016694,0,2,5,4,8,12,2,7,13,15,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1992849,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1151917,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1879324,9,2,0,40,60,80,11,34,48,73,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1783450,121,2,12,95,170,220,39,48,48,48,31,"No",0,0.77,0.82,1,"No","No","No","Yes","No","No" +2011458,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1582443,8,2,0,1,4,4,0,0,0,0,1,"No",0,0.58,0.57,0,"Yes","No","Yes","Yes","No","Yes" +1251240,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2276869,11,2,0,11,11,11,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1876278,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1432374,0,6,0,19,38,38,12,33,75,99,4,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2134460,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1469448,4,12,0,9,12,21,2,8,15,19,4,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1845413,125,8,0,100,100,100,0,0,0,0,0,"No",0,0.74,0.82,0,"No","No","No","Yes","No","No" +3087650,3,2,0,5,5,5,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +2909891,172,2,0,0,0,0,0,0,0,2,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1163986,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +3021933,0,2,0,0,0,0,0,3,3,5,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","Yes" +1268261,1,8,0,5,8,11,3,5,7,12,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","Yes" +2036280,2094,8,0,4500,8000,11500,0,0,0,0,0,"No",0,0.43,0.47,0,"No","No","No","Yes","No","No" +3258817,4,2,10,10,20,30,1,5,14,19,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2143965,41,4,0,0,0,0,0,0,0,2,0,"No",0,0.92,0.9,0,"Yes","No","No","Yes","No","No" +1150741,0,8,0,7,13,19,0,4,4,4,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +3282192,45,8,0,0,0,0,1,13,23,29,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2238292,0,12,0,10,10,10,0,2,6,9,0,"No",5,0.57,0.7,0,"No","No","No","Yes","No","No" +3142851,5,2,0,0,0,0,2,2,6,6,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1597481,10,NA,3,0,0,0,4,10,36,54,20,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2014593,56,8,29,73,165,238,20,84,166,284,21,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +1827531,95,8,0,0,0,0,4,7,12,18,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1183121,91,17,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.92,0,"No","No","No","Yes","No","No" +1831815,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2823360,8,8,0,0,2,6,3,6,8,11,2,"No",0,0.43,0.59,0,"No","No","No","Yes","No","No" +1783818,4,2,0,1,2,2,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2089086,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1548857,0,2,0,28,43,43,0,0,0,0,0,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +1834097,8,8,0,12,24,36,5,12,32,39,6,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +1246488,0,8,0,4,4,4,0,0,0,0,0,"No",0,0.47,0.62,0,"No","No","Yes","Yes","No","No" +1417092,-154,8,46,1439,2400,3390,453,1175,2441,3572,395,"No",70,0.9,0.82,175,"No","No","No","Yes","No","Yes" +1146845,0,2,0,6,9,9,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","Yes","Yes","No","Yes" +1653859,172,8,1,0,0,0,24,41,64,132,28,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +1644511,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.49,0,"No","No","Yes","Yes","No","No" +2087592,263,4,0,0,0,0,20,63,63,63,10,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1623071,1057,8,22,162,567,891,160,607,1421,2232,136,"No",0,0.7,0.64,0,"No","No","Yes","Yes","No","No" +1489920,0,2,0,2071,3025,3412,4,764,764,765,657,"No",0,0.98,0.99,4,"No","No","No","No","No","Yes" +1645471,48,8,0,0,0,0,2,4,7,10,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2862062,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1438758,2,9,0,8,12,20,2,5,8,12,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1639553,15,2,0,44,96,148,18,30,43,43,0,"No",0,0.9,0.86,0,"Yes","No","No","Yes","No","No" +1174841,0,8,0,17,30,37,5,11,21,30,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +1809292,8,8,17,0,36,60,1,10,50,55,8,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2166255,347,8,0,0,0,0,5,33,51,66,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1298355,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1564222,22,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1300212,21,2,0,0,0,0,3,10,10,10,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2043783,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1796578,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2065350,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1530815,1102,52,0,0,0,0,19,47,109,191,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2873353,7,8,0,0,0,3,2,5,7,9,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +2974469,13,2,0,0,0,0,0,1,4,11,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1397176,0,12,0,7,10,14,0,3,9,9,0,"No",1,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3260283,141,4,0,0,0,0,0,4,8,15,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1653015,66,8,21,122,214,306,36,119,209,322,45,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1834214,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +2008528,4,4,0,7,9,11,2,8,17,24,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3226222,7,12,4,2,2,5,1,5,15,20,1,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2286638,0,8,0,4,8,12,0,5,6,8,0,"No",0,0.74,0.82,0,"No","No","No","Yes","No","Yes" +2200278,8,8,0,0,20,20,4,8,23,32,0,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1272984,1,NA,0,0,1,1,1,1,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1868806,6,NA,0,0,0,0,0,1,5,5,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +3185804,2178,8,118,1600,2800,3800,650,1765,3151,5282,688,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3082710,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","Yes","Yes","No","No" +1357477,11,8,0,0,16,16,1,5,11,13,5,"No",0,0.95,0.87,0,"No","No","No","Yes","No","Yes" +1322055,2,8,0,0,2,3,2,5,7,9,2,"No",0,0.42,0.46,0,"No","No","Yes","Yes","No","Yes" +1884754,123,2,6,96,192,288,41,117,197,270,34,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1757137,36,8,12,24,48,72,12,35,58,81,21,"No",0,0.1,0.17,0,"No","No","No","Yes","No","No" +1411075,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1276704,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.87,0,"Yes","No","Yes","Yes","No","No" +2897882,12,8,0,0,0,0,1,3,5,6,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1392699,86,52,0,0,0,0,1,2,5,12,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1649886,13,12,0,21,35,49,8,24,25,25,0,"No",0,0.38,0.47,0,"No","No","No","No","No","Yes" +1512723,2,2,0,20,20,31,3,9,17,23,5,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +2837648,1,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1686676,2,8,0,35,65,95,8,31,45,68,10,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1827831,6,2,0,0,0,0,1,3,8,11,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1774143,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1652720,19,NA,0,0,0,0,0,1,2,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1614300,5,2,0,0,24,24,2,4,7,15,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2031540,4,8,0,0,4,5,2,4,6,11,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1940678,2,8,0,0,0,0,1,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2067112,3,4,1,0,1,2,0,5,9,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1346013,32,8,0,0,0,0,0,4,7,13,4,"No",0,1,0.93,0,"Yes","No","Yes","Yes","No","No" +1345057,199,8,40,62,244,531,69,251,586,729,79,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1296176,7,2,0,5,11,18,3,12,25,25,1,"No",0,0.27,0.38,0,"Yes","No","No","Yes","No","Yes" +1923658,64,8,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +1454703,75,4,0,0,0,0,3,6,20,28,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2096087,106,8,34,1100,1650,2200,180,587,1232,1951,211,"No",0,0.21,0.37,0,"No","No","No","Yes","No","Yes" +2899093,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1159164,33,4,0,10,60,100,12,39,90,130,19,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +1877198,14,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1474613,44,NA,0,0,0,0,1,4,11,20,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1486208,28632,8,180,1425,22420,39330,2947,10717,24386,43376,3854,"No",0,0.98,0.99,116,"No","No","No","Yes","No","Yes" +1565764,31,16,0,0,0,0,2,2,2,2,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +1500391,104,8,4,420,672,984,129,328,516,669,130,"No",0,0.09,0.09,0,"Yes","No","Yes","Yes","No","Yes" +1284904,6,8,0,0,0,0,0,0,1,3,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1445945,15,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2293117,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2101869,4,10,1,0,0,1,0,0,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2260181,19,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1572412,4,8,0,0,0,0,1,3,4,4,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1369709,10,8,0,5,20,35,6,17,31,45,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3098331,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3053066,-3,12,0,14,16,20,0,13,14,16,10,"No",0,0.77,0.73,3,"No","No","No","Yes","No","No" +1433263,0,4,0,2,4,5,1,1,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2017506,0,8,1,2,4,5,0,2,3,5,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2246900,3,8,0,0,0,0,0,0,1,2,1,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1531245,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2977371,0,12,1,4,6,8,0,2,5,5,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2197120,50,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1977481,3,8,0,4,7,11,0,2,5,9,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1299460,37,NA,0,0,0,0,3,13,20,48,14,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2905031,4,8,0,0,0,0,0,0,2,3,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1274460,36,8,0,0,0,0,2,9,13,18,6,"No",0,0.87,0.68,0,"No","No","No","Yes","No","No" +1553118,22,8,0,0,0,0,0,1,1,3,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1752937,472,8,0,0,0,0,24,58,134,305,22,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1569262,48,2,0,0,0,0,3,3,5,7,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1884695,36,2,0,0,0,0,0,0,4,7,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3098685,314,2,231,132,396,660,105,287,505,696,86,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +2204085,1,2,1,1,2,4,2,3,4,6,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1505981,6,9,21,0,0,0,0,2,6,6,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +3132982,720,8,30,0,300,600,78,304,568,1221,90,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2926546,6,2,0,14,28,42,3,10,30,42,0,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +1945960,39,4,0,0,1,7,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3064518,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3266360,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1266672,3,8,0,0,0,0,0,0,0,2,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1482305,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1660153,52,8,1,29,29,58,10,26,40,62,26,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1863822,9,8,0,7,19,33,1,11,22,29,1,"No",0,0.79,0.88,0,"No","No","No","Yes","No","No" +1728878,4,2,0,6,10,16,3,5,9,15,0,"No",0,0.91,0.85,0,"No","No","Yes","Yes","No","Yes" +1805116,51,4,0,0,0,0,2,9,17,36,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1578613,5,2,0,0,1,1,0,0,0,2,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +3097174,3,2,0,4,6,10,0,7,10,11,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2292424,6,8,0,19,19,30,4,15,32,61,0,"No",18,0.18,0.31,0,"No","No","No","Yes","No","Yes" +2059475,0,9,0,1,1,1,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +3159552,36,9,0,0,0,0,1,10,14,22,2,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1324634,104,9,0,0,0,0,4,8,19,27,2,"No",0,0.92,0.76,0,"No","No","No","Yes","No","No" +1300829,0,2,0,636,636,636,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2168926,1,8,0,7,14,21,9,12,22,23,2,"No",0,0.74,0.82,0,"No","No","No","Yes","No","Yes" +1828289,15,12,0,0,0,0,0,0,1,1,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1479167,17,2,0,23,46,69,4,27,57,90,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1428073,26,12,0,117,207,306,28,91,200,298,5,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1847023,40,8,0,24,66,108,13,43,50,79,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1380171,53,8,0,144,223,302,35,98,180,277,31,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +3016511,8,2,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +2304531,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +2960654,2,2,0,10,25,33,2,7,9,17,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2297372,27,8,0,0,0,0,2,5,14,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1192395,1891,8,0,0,0,0,0,1,2,2,0,"No",0,0.56,0.74,0,"Yes","No","No","Yes","No","No" +1904480,0,4,0,259,439,511,1,3,10,11,18,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","Yes" +1149558,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1529037,57,12,38,428,676,996,105,345,588,859,36,"No",24,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3211597,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1243361,42,8,0,0,0,0,0,3,15,45,7,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1513508,3,2,0,4,6,9,2,4,5,7,0,"No",1,0.5,0.25,0,"Yes","No","No","Yes","No","Yes" +1627417,10,2,0,0,0,0,0,0,1,3,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1234485,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1777522,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1954005,0,9,0,241,241,241,0,0,0,0,0,"No",0,0.92,0.83,90,"No","No","No","Yes","No","Yes" +1577632,50,NA,0,0,0,0,8,46,75,127,25,"No",0,-99,-99,0,"No","No","No","No","No","No" +1344702,12,4,0,50,50,50,0,7,14,17,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1387012,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3234960,30,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1132379,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1978916,425,2,0,0,0,0,3,12,20,29,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2182544,106,8,0,125,125,225,30,97,188,277,45,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2071963,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1524315,11,8,1,0,0,0,1,4,15,19,13,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1657812,1,4,0,3,5,7,3,3,3,3,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +2036660,187,8,12,171,308,445,39,136,284,479,201,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","No" +1271161,-5,8,0,80,160,160,6,23,44,79,10,"No",0,0.98,0.63,5,"No","No","No","Yes","No","Yes" +2091588,19,9,0,0,0,0,1,1,2,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3283463,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2315999,0,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1514956,4,8,0,0,0,0,0,0,1,5,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1266244,3,2,0,4,6,10,0,3,6,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2314327,153,8,0,0,0,0,1,7,17,21,0,"No",0,0.95,0.81,0,"No","No","No","Yes","No","No" +1459851,48,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2989594,27,2,4,432,648,864,90,277,495,719,131,"No",0,0.53,0.54,5,"No","No","Yes","Yes","No","Yes" +3209576,129,8,0,0,0,0,0,1,2,4,0,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1179298,1116,8,5,3600,3600,3600,225,603,1175,1899,251,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1812805,39,8,14,4,25,45,8,24,64,83,13,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1369589,48,8,0,60,135,225,25,74,147,207,0,"No",0,0.74,0.61,0,"No","No","Yes","Yes","No","No" +1133921,2,8,0,0,0,1,0,2,2,2,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1263984,30,2,0,0,0,0,0,1,1,3,0,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +1725008,124,2,6,150,320,500,50,212,385,546,60,"No",0,1,1,0,"No","No","No","Yes","No","No" +2305557,15,2,15,15,45,60,3,9,17,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2275485,304,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2111413,0,9,1,15,22,29,2,8,14,19,4,"No",0,0.54,0.47,0,"No","No","No","Yes","No","Yes" +1414460,11,12,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.75,0,"Yes","No","No","Yes","No","No" +1997925,1,8,0,68,68,68,10,34,59,74,6,"No",0,0.5,0.2,0,"No","No","No","Yes","No","Yes" +1241574,34,8,0,0,0,0,0,0,0,1,2,"No",0,0.81,0.8,0,"Yes","No","No","Yes","No","No" +1974965,1,12,0,3,5,6,3,5,5,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3110900,15,8,0,0,0,0,1,3,8,10,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1881343,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1787225,32,2,0,12,36,48,4,14,29,37,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1269659,28,12,0,15,30,45,3,13,39,47,4,"No",0,0.68,0.81,0,"No","No","No","Yes","No","No" +1442864,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2055090,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1807320,53,8,0,15,30,45,9,32,59,99,15,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1150465,1,8,0,3,5,7,0,2,4,5,3,"No",0,0.82,0.87,0,"No","No","Yes","Yes","No","No" +2977591,10,2,0,0,0,0,0,3,3,3,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2105402,13,9,0,0,0,0,0,1,1,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2303285,42,8,0,0,0,0,2,17,26,50,8,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1550368,6,9,0,6,6,6,0,4,8,11,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +3215327,3,8,0,3,7,9,1,3,9,10,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1135208,21,8,0,0,50,50,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1675048,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3003789,31,8,33,49,92,144,11,44,93,141,20,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1267311,204,8,0,0,0,0,0,0,2,2,2,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1985501,62,0,0,51,89,125,11,15,15,15,23,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +1122608,781,8,0,0,0,0,1,3,5,10,0,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1782383,396,12,18,0,0,0,0,0,0,1,35,"No",0,0.71,0.71,0,"Yes","No","No","No","No","No" +2940082,1,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1185477,0,12,0,4,4,4,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2042045,1,12,12,360,460,612,53,241,437,601,58,"No",0,0.63,0.72,3,"No","No","No","Yes","No","Yes" +2925693,679,8,0,0,0,0,66,145,190,387,168,"No",0,0.81,0.78,0,"No","No","Yes","Yes","No","No" +2972777,54,2,0,0,0,0,0,3,4,6,1,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +3034467,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","Yes" +1542507,5,4,0,0,0,0,0,0,1,1,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1440017,140,8,48,137,329,485,76,240,491,694,60,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1726280,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3155308,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1392077,3,8,0,6,6,12,1,3,8,10,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3061206,24,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +3255433,79,12,1,0,0,0,0,1,12,23,10,"No",0,0.68,0.68,0,"Yes","No","No","Yes","No","No" +1540876,0,9,0,13,13,13,0,0,0,0,0,"No",0,0.54,0.7,0,"No","No","No","Yes","No","No" +2855726,29,8,0,0,0,0,0,3,23,36,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2181455,77,2,8,68,136,204,26,87,174,249,31,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +1340508,188,4,28,140,280,420,45,129,248,414,65,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1421015,2185,2,0,0,0,0,20,46,76,102,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +3174485,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2122898,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2066404,8,2,0,0,0,0,2,3,3,3,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2226873,1,8,0,29,29,35,5,6,17,26,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2153545,199,12,0,0,0,0,0,10,16,20,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1510167,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","Yes","Yes","No","No" +1219791,22,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1925050,0,2,0,14,14,14,0,0,0,0,0,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +1456252,51,4,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2146966,19,NA,0,0,0,0,0,2,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3218067,181,0,0,0,0,0,1,11,24,45,35,"No",0,0,0,0,"No","No","No","No","No","No" +1482391,10,2,0,0,0,0,0,2,2,2,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1586019,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2863355,0,NA,0,0,0,0,0,1,4,6,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1229641,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1980386,0,2,0,751,751,751,7,7,8,8,53,"No",0,0.86,0.91,1,"No","No","Yes","Yes","No","Yes" +1554601,7,12,0,41,41,41,1,5,8,17,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1473257,1499,2,108,3132,5616,8424,831,2768,5406,8015,745,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1277890,1513,9,0,1280,1280,1280,16,50,91,152,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1700204,-401,8,0,0,14,14,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2282084,4,0,0,0,1,3,1,3,4,6,0,"No",0,0,0,0,"No","No","No","No","No","No" +1546840,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1641106,377,8,184,268,607,950,188,538,921,1264,117,"No",0,0.78,0.76,2,"Yes","No","No","Yes","No","No" +1377169,22,8,0,20,40,60,8,18,21,24,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2284353,13,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2884249,2,12,0,0,0,0,1,1,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3244345,3290,52,0,0,0,0,31,137,197,279,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1584470,1,8,0,18,33,45,5,13,17,26,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +1815753,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1370345,72,4,0,0,0,0,5,24,50,68,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1653144,9,8,0,13,22,22,5,11,23,39,16,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +1446058,0,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1889621,-120,12,0,153,169,185,35,145,176,222,140,"No",0,0,0.01,50,"No","No","No","Yes","No","Yes" +1771497,54,12,0,52,92,132,18,58,117,174,21,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1331660,26,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2232145,0,12,0,0,0,0,2,5,6,11,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +3004063,433,2,0,0,0,0,7,15,41,180,22,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2915182,217,8,0,0,0,0,0,0,3,3,0,"No",0,0.98,0.92,0,"Yes","No","Yes","Yes","No","No" +1255632,36,0,0,655,1120,1589,139,447,862,1191,135,"No",0,-99,-99,6,"No","No","Yes","No","No","Yes" +1194503,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1558035,6,8,0,40,80,80,22,40,53,79,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +1437500,37,NA,0,0,0,0,1,12,24,29,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1537155,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1532262,5,6,0,19,19,38,8,16,27,43,2,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1346662,26,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2926343,69,8,3,50,82,147,18,61,111,169,31,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1125757,124,8,0,0,0,0,1,2,9,20,1,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +3124248,85,4,0,0,0,0,0,0,19,19,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1376309,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2087755,125,NA,0,0,0,0,5,8,17,31,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1342264,261,8,6,486,864,1026,78,201,476,857,90,"No",0,0.81,0.8,0,"No","No","No","Yes","No","No" +3208768,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1731975,3,9,0,0,0,0,0,0,0,2,1,"No",0,0.7,0.78,0,"No","No","Yes","Yes","No","No" +1468222,303,2,0,0,0,0,163,461,877,1262,40,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1882663,3,8,0,0,0,0,1,1,1,1,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +3071387,12,2,0,0,0,0,2,3,4,4,1,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3228003,6,4,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3261514,15,8,0,0,0,0,1,1,4,4,1,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1349906,46,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1643877,659,8,0,0,0,0,10,28,49,77,9,"No",0,0.98,0.99,2,"No","No","No","Yes","No","No" +3117146,17,8,0,10,10,10,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1665740,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1175151,2,8,0,1,2,3,1,1,3,4,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1804031,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1543033,22,8,0,6,6,12,2,8,13,19,4,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1451380,3,14,0,0,2,4,0,2,2,3,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1930844,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1314073,152,8,0,0,0,0,7,21,55,79,0,"No",0,0.42,0.46,0,"No","No","Yes","Yes","No","No" +1526597,2494,8,280,1047,1947,2097,421,1535,2946,4485,424,"No",0,0.39,0.52,0,"No","No","No","Yes","No","No" +2898189,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2877633,15,9,0,0,0,0,1,2,3,5,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1488827,7,2,0,0,25,25,1,6,7,12,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2969611,93,NA,0,0,0,0,0,0,1,3,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1582698,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1706108,36,8,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","No" +1436852,-93,8,59,552,840,1200,170,390,686,894,81,"No",0,0.99,0.98,124,"No","No","No","Yes","No","No" +1400359,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1744042,3,2,0,0,0,0,1,1,1,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1733623,85,8,12,162,234,306,22,79,146,222,56,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1593171,76,8,0,0,0,0,2,6,10,19,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1202599,0,4,0,82,82,82,1,1,3,5,1,"No",0,0.76,0.53,1,"No","No","Yes","Yes","No","Yes" +1184045,242,2,0,0,0,0,3,8,10,12,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1927195,635,8,0,0,0,0,8,13,19,24,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3106750,154,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2242019,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","Yes","Yes","No","No" +2107198,473,8,36,360,540,810,109,327,1260,1680,125,"No",0,0.68,0.68,0,"Yes","No","No","Yes","No","No" +1291985,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +3230402,4,2,0,0,0,0,0,0,1,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1470550,5,2,0,4,6,10,0,4,10,14,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1348472,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2001096,20,8,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1364217,4,8,0,8,8,8,1,5,13,21,2,"No",3,0.5,0.75,0,"No","No","No","Yes","No","Yes" +2821424,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2254592,6,12,0,0,0,0,0,0,1,1,0,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +3234777,17,8,2,0,0,0,8,17,47,66,1,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +1535717,-20,12,0,81,96,106,34,42,69,90,10,"No",0,0.78,0.78,20,"No","No","Yes","Yes","No","Yes" +1147153,6224,NA,0,0,0,6,0,0,5,12,7,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2299419,10,8,0,0,0,0,3,6,8,9,3,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1696645,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2094985,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3198840,0,2,0,6,9,9,0,0,0,0,1,"No",1,0.76,0.71,0,"Yes","No","Yes","Yes","No","No" +2872583,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1159555,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1682120,25,8,0,0,0,0,0,2,4,6,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2808982,15,2,0,10,10,10,0,0,0,0,2,"No",0,0.19,0.46,0,"Yes","No","No","Yes","No","No" +1405693,81,8,9,35,71,107,15,62,110,178,65,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +1336172,3,8,0,20,20,20,2,4,7,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1541927,60,8,0,0,0,0,2,8,22,40,8,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1427284,0,8,0,8,12,16,2,4,8,9,7,"No",0,0.46,0.45,0,"No","No","No","Yes","No","Yes" +1240705,13,8,0,120,220,360,2,11,21,21,0,"No",0,0.49,0.45,0,"No","No","Yes","Yes","No","Yes" +2127124,107,2,8,169,339,509,100,212,378,534,66,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1651099,3,9,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2882339,31,8,0,0,0,0,0,1,6,22,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +1241378,32,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2221382,6,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1409611,0,12,0,12,12,12,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1211914,3,2,1,177,275,373,21,69,128,159,40,"No",24,0.37,0.45,0,"Yes","No","No","Yes","No","Yes" +3133257,100,8,4,40,80,120,10,42,117,166,23,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1591254,2,8,1,23,31,39,6,13,27,42,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1199346,5,8,0,2,7,12,1,6,6,11,2,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1382506,5,2,0,6,18,24,3,7,13,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3009094,2230,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2973969,0,2,0,26,39,65,12,27,39,40,4,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +2027822,24,8,0,0,28,42,3,11,38,57,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3082107,11,12,0,224,376,490,54,148,251,350,29,"No",0,0.73,0.79,1,"No","No","No","Yes","No","No" +1565414,23,8,0,0,0,0,0,0,1,7,1,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1254184,17,8,0,10,30,60,2,8,17,22,6,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1305523,0,4,0,49,95,153,11,39,87,109,5,"No",0,0.87,0.92,0,"No","No","Yes","Yes","No","Yes" +1505767,13,12,7,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1620796,393,12,0,0,0,0,4,27,47,70,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1230362,9,12,0,10,18,25,6,10,27,42,0,"No",0,0.74,0.72,0,"No","No","No","Yes","No","Yes" +2038580,108,12,0,200,200,200,276,279,609,795,20,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1570794,343,8,6,176,440,704,69,227,500,841,152,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1457395,3,8,0,2,4,7,1,2,6,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3194751,1,8,0,0,0,0,1,1,1,1,0,"No",0,0.48,0.73,0,"No","No","No","Yes","No","No" +1930641,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1888539,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1313691,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.45,0,"No","No","Yes","Yes","No","No" +2263653,8,9,0,0,0,0,0,1,2,2,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1516608,74,8,0,0,0,0,6,17,28,37,6,"No",0,1,0.92,0,"No","No","Yes","Yes","No","No" +1388051,4,2,0,3,9,15,3,9,14,19,1,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1855091,0,2,7,6,9,12,17,24,32,32,2,"No",0,0.99,0.91,1,"Yes","No","Yes","Yes","No","Yes" +3016442,-1,12,0,9,13,17,1,6,9,10,2,"No",0,0.84,0.86,1,"No","No","No","Yes","No","Yes" +1679518,238,8,0,0,0,0,1,3,8,12,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2003262,63,8,5,30,30,60,9,21,42,71,18,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1712194,25,8,1,9,18,27,0,8,20,36,3,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +3191459,279,8,76,124,397,631,49,250,639,962,92,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2017549,-101,2,0,262,262,262,0,104,104,114,13,"No",0,0,0,101,"Yes","No","No","Yes","No","Yes" +1796343,2,2,0,0,1,2,0,1,1,4,1,"No",0,0.81,0.87,0,"No","No","Yes","Yes","No","No" +1815291,6,2,0,0,0,0,0,1,2,2,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1576637,348,2,177,576,1152,2016,208,599,1164,1628,188,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +2309244,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1988611,34,2,0,0,0,0,0,1,2,2,0,"No",0,0,0.26,0,"No","No","No","Yes","No","No" +2310765,73,8,0,20,20,70,6,24,54,98,18,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +3229238,1303,8,720,209,209,329,325,761,1840,3113,112,"No",0,0,0,0,"No","No","No","Yes","No","No" +2162759,11,4,0,0,50,50,6,18,42,50,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +1350968,0,13,0,20,30,45,7,17,34,49,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1803232,37,4,2,41,59,80,7,21,63,87,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2146860,20,8,0,0,25,25,1,6,14,24,0,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +1367611,3,2,0,0,3,3,0,0,4,6,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3001652,8,8,0,0,4,6,2,10,13,24,1,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +1678403,0,8,3,9,22,32,8,15,26,31,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1113833,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1737519,748,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2073420,14,8,0,0,0,0,0,0,0,1,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1194324,8,12,0,16,18,26,0,9,15,15,3,"No",0,0.66,0.85,0,"No","No","No","Yes","No","No" +2036315,32,8,0,0,0,0,1,3,7,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1623947,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2005954,29,8,0,0,0,0,1,1,2,8,0,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1167738,0,8,0,204,255,255,0,0,0,0,8,"No",30,0,0.04,23,"No","No","No","Yes","No","Yes" +1257034,9,8,0,0,0,0,0,1,1,2,1,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +1365027,97,12,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2149707,1546,2,518,1360,2480,3200,330,1064,1736,2222,400,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +1151540,-1,8,4,628,1012,1324,109,321,640,1034,110,"No",24,0.59,0.59,5,"No","No","No","Yes","No","Yes" +1267402,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3237301,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1975288,24,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1324294,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2206766,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","Yes" +1943671,1,12,12,18,24,29,2,8,19,26,4,"No",1,0.09,0.25,0,"No","No","No","Yes","No","Yes" +1902288,3289,8,0,0,0,0,7,20,93,125,7,"No",0,0.08,0.26,0,"No","No","No","Yes","No","No" +1622408,36,13,0,0,0,0,1,6,14,24,1,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +2013305,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.69,0,"Yes","No","No","Yes","No","No" +2804224,475,2,267,1272,2388,3648,419,1227,2123,2933,272,"No",108,0.88,0.9,0,"No","No","No","Yes","No","No" +2010115,-11,0,0,76,141,212,11,41,59,64,18,"No",0,0,0,11,"No","No","No","No","No","No" +3101871,95,2,2,99,151,203,19,144,295,358,35,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1633249,26,2,1,0,38,57,4,18,31,55,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2830099,17,8,0,0,10,20,1,5,6,36,4,"No",0,0.88,0.89,0,"No","No","Yes","Yes","No","No" +2191520,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3068073,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1824561,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1916736,5,8,0,0,1,3,1,3,5,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1844826,1283,8,461,1512,2772,4368,697,2015,3917,5939,2446,"No",0,0.77,0.59,0,"No","No","No","Yes","No","No" +1800041,88,2,0,0,0,0,3,5,7,10,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1670314,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3156922,13,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1903947,84,9,15,45,135,180,29,85,160,226,33,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1138421,64,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3260279,1452,4,325,912,2064,3024,789,2163,4618,6773,85,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1439006,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1292407,0,8,0,1458,2106,2754,0,0,0,0,0,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2303438,40,8,0,0,20,20,2,15,27,43,5,"No",0,0.66,0.6,0,"No","No","Yes","Yes","No","No" +1260330,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1580938,4,8,0,12,20,28,7,13,18,18,0,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +1647429,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3262728,21,2,0,20,50,70,2,13,48,73,6,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2122003,2,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1655739,28,2,0,0,0,0,0,0,0,10,2,"No",0,0.2,0.35,0,"Yes","No","No","Yes","No","No" +3085155,15,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1318211,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3206567,276,8,52,164,534,881,84,259,606,984,97,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2014770,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1798713,0,2,0,8,48,48,0,0,0,0,1,"No",0,0.49,0.62,0,"Yes","No","Yes","Yes","No","No" +3105829,1,8,0,26,38,62,8,22,31,47,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1406661,0,8,0,2,3,4,2,2,2,3,3,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1889550,1,9,0,0,0,0,0,3,6,8,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2289780,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1571886,15,12,15,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2822746,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1197469,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.68,0,"No","No","No","Yes","No","No" +1497606,29,8,0,0,0,0,0,1,1,2,0,"No",0,0.95,0.92,0,"Yes","No","No","Yes","No","No" +2912289,1005,8,0,0,0,0,2,2,4,8,1,"No",0,0.66,0.66,0,"No","No","Yes","Yes","No","No" +2127144,5,12,0,0,0,0,0,0,0,3,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3269265,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1683259,1,2,0,12,20,28,6,14,21,32,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +1612868,-1,6,0,4,4,4,4,7,13,36,0,"No",0,0.78,0.78,1,"No","No","No","Yes","No","Yes" +3119034,3,8,0,0,0,0,0,0,0,3,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3198797,130,8,65,0,48,80,27,37,63,95,24,"No",0,0.9,0.7,0,"No","No","Yes","Yes","No","No" +1938756,102,2,0,0,0,0,0,0,1,11,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1592756,30,2,0,0,0,0,0,2,4,4,0,"No",0,0.68,0.76,0,"Yes","No","No","Yes","No","No" +1376265,0,16,0,15,15,15,0,0,0,0,1,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1441211,3,2,0,7,7,7,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +2856922,11,4,0,0,0,0,0,1,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1116065,147,8,0,0,0,0,0,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3210980,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2270588,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1709083,81,8,2,96,288,288,42,113,225,327,37,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +3277794,11,8,0,0,0,0,0,2,4,6,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +1177387,313,8,10,0,0,0,10,38,89,144,30,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1843895,4,8,0,0,2,3,0,2,6,8,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1113884,340,8,0,0,0,0,1,19,30,40,2,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +1937336,79,9,0,0,0,0,5,21,46,70,115,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1828909,1,2,0,1,2,3,3,3,3,9,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +2924211,112,2,0,0,0,0,0,1,12,12,0,"No",0,0.7,0.72,0,"Yes","No","No","Yes","No","No" +2853116,39,12,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1314579,20,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1739762,12,8,24,0,12,24,2,9,32,53,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1161306,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1534870,3,8,0,1,5,5,0,0,4,9,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1247007,7,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1428078,108,8,63,144,288,384,62,147,280,418,61,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2295676,194,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2116451,1742,4,5,3000,3000,6000,72,905,1818,2850,392,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +2252683,53,2,43,52,130,195,23,77,143,216,19,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1695337,34,8,0,0,0,0,0,0,0,16,2,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +3154154,15,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1912704,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1860168,2,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3006398,69,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2116370,89,8,0,0,0,0,0,0,6,6,7,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1954425,3,2,0,6,6,12,5,11,25,28,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1747482,7,12,0,16,16,32,2,7,13,19,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1621439,2,8,0,0,0,1,0,0,2,2,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","Yes" +1901466,198,8,34,81,275,364,73,263,621,1071,61,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","No" +2138511,1,8,0,2,2,2,0,1,2,2,0,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +2810903,20,8,0,18,36,54,6,20,47,81,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2205034,32,9,0,0,0,0,0,1,2,2,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1629793,83,4,2,0,25,50,7,21,55,88,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1224899,5,12,0,0,0,0,0,1,2,4,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2291171,2,12,0,1,3,4,0,2,3,3,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1118091,26,8,0,0,13,26,6,17,28,36,2,"No",0,0.89,0.9,0,"Yes","No","No","No","No","No" +1831817,164,12,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2966655,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +3049695,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3175991,93,2,0,0,0,0,3,7,10,10,0,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +2811422,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2801897,-43,8,1,283,427,583,45,170,346,503,39,"No",28,0.57,0.59,45,"No","No","No","Yes","No","Yes" +2275325,8,8,0,5,11,17,0,4,11,16,3,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +3127164,29,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1819207,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2110572,11,12,0,3,3,3,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1944735,302,8,234,240,480,840,48,182,528,878,99,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1429466,98,8,0,0,0,0,6,29,47,65,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1534996,2,3,12,11,22,22,3,16,29,45,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2986730,24,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2140716,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2017480,8,8,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2940387,97,8,0,0,58,87,2,24,66,120,13,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3048416,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1948474,114,52,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1760570,17,9,0,0,0,0,2,9,18,29,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2851323,-1,8,0,2,2,2,1,1,1,1,0,"No",0,0.66,0.64,1,"No","No","No","Yes","No","Yes" +1427637,62,8,0,0,10,20,8,18,34,36,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +1463829,0,4,0,9,9,9,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1888505,10,0,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"No","No","No","No","No","No" +1145343,18,8,0,0,0,0,0,6,7,11,26,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2264410,23,8,0,0,0,0,0,2,2,3,1,"No",0,0.85,0.77,0,"No","No","Yes","Yes","No","No" +2194320,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1910988,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1903079,197,8,0,0,0,0,6,37,80,135,7,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2950374,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3149746,9,NA,0,0,0,0,1,2,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1640595,1,8,0,1,3,4,2,3,5,5,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1935138,2,8,0,16,24,24,4,8,15,26,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1881216,4,0,0,0,0,1,2,3,4,4,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +1429523,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1792901,3,2,0,3,7,9,0,3,5,9,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","Yes" +1868351,840,52,0,0,0,0,40,124,241,395,43,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2830571,14,0,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","No","No","No" +2218429,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1342115,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2812205,3,8,0,0,1,3,1,3,4,4,1,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2018772,136,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2934093,10,3,0,0,0,2,0,8,18,21,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1121157,100,8,0,500,750,750,175,302,497,832,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","Yes" +1551908,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +3002869,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2293300,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1919647,2,8,0,3,6,9,1,4,4,8,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1713204,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1448661,36,12,5,0,0,24,2,6,15,20,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1268049,0,8,0,17,21,28,0,3,10,18,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +2296013,7,8,0,8,18,28,2,6,15,21,6,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +3220820,0,15,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1191210,2,2,0,21,50,78,10,29,62,90,0,"No",0,0.8,0.88,0,"No","No","No","Yes","No","No" +2194377,495,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +2301297,1390,NA,0,0,0,0,1,5,6,8,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1232602,68,NA,0,0,0,0,1,1,2,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1980613,4,8,0,15,30,45,4,12,27,38,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2903964,9,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +1441305,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.85,0.89,0,"Yes","No","Yes","Yes","No","Yes" +1612189,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3042960,7,8,2,19,32,38,2,13,26,37,1,"No",0,0.85,0.64,1,"No","No","No","Yes","No","No" +1773422,27,16,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +3139058,203,2,27,599,1189,1803,200,644,1193,1738,115,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1361756,128,8,25,111,236,361,38,142,291,457,32,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1141705,45,52,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.72,0,"Yes","No","No","No","No","No" +1600664,29,8,11,44,55,66,5,18,53,103,14,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2014210,74,8,0,0,29,58,7,34,78,134,5,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3228436,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2872892,45,8,0,20,75,75,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1844572,3379,16,12,0,0,0,77,191,311,429,126,"No",0,0.97,0.96,2,"No","No","No","Yes","No","No" +3047182,13,2,0,0,0,0,4,10,24,33,2,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +2801743,326,NA,0,0,0,0,7,23,36,46,15,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3090455,28,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1120777,2,8,0,2,4,6,0,2,4,6,0,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +1563221,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +3034881,1197,8,334,2400,4800,7900,589,2488,5381,7606,655,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1226348,3,8,0,21,30,39,10,25,32,47,0,"No",0,0.6,0.54,0,"No","No","No","Yes","No","Yes" +2102780,102,8,20,63,132,178,33,87,194,290,19,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2110218,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","No" +2036380,2,8,0,10,10,15,4,10,15,16,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","Yes" +2091377,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.74,0.4,0,"Yes","No","No","Yes","No","No" +2094083,104,52,0,0,0,0,3,7,14,22,0,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +2976774,366,8,0,0,0,0,17,52,152,197,0,"No",0,0.94,0.86,0,"No","No","Yes","Yes","No","No" +1998798,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.78,0.83,0,"Yes","No","Yes","Yes","No","No" +1962725,0,8,0,4,7,9,0,2,4,4,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1493396,6,8,0,6,11,20,2,9,16,21,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3249651,8,NA,0,0,0,0,0,0,4,12,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1153476,4,2,0,6,12,18,6,6,19,25,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1526369,522,2,170,225,432,639,80,223,454,770,104,"No",0,0.07,0.3,0,"No","No","No","Yes","No","No" +1559426,665,24,0,0,0,0,6,15,40,51,3,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1214046,78,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2121444,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3029197,4,8,0,0,0,0,0,0,1,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1758703,653,12,13,100,300,500,145,426,909,1304,118,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3202969,4,8,0,0,0,1,0,1,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1849289,2,2,0,1,3,5,0,0,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2210114,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1217767,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1237251,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3081268,25,8,0,0,0,0,2,7,13,23,0,"No",0,1,0.76,0,"No","No","No","Yes","No","No" +2946346,12,12,1,10,20,36,7,16,26,39,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1214391,11,9,0,0,0,0,0,2,2,3,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1124721,198,NA,30,0,0,0,78,189,368,650,128,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1990286,1042,4,10,0,130,650,165,587,1068,1841,215,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1688597,0,9,0,14,14,14,1,5,11,12,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1257912,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2236132,4,2,0,0,0,6,2,6,20,25,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1284052,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1762548,262,8,0,0,0,0,3,25,61,104,22,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1967613,38,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","No","No","No" +1617493,13,5,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +1966318,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2249237,155,8,21,30,180,270,24,85,247,370,41,"No",0,0.88,0.88,0,"No","No","No","Yes","No","No" +2215486,-7,8,2,259,396,524,46,147,289,443,35,"No",8,0.77,0.74,8,"No","No","Yes","Yes","No","Yes" +2028429,480,8,110,660,1320,2090,259,759,1502,2273,185,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +1842170,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +3197365,73,8,22,126,240,364,32,118,250,383,18,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1836709,0,2,0,5,8,9,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2888502,0,12,0,103,103,103,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","Yes","No","No" +1468275,4276,8,0,20000,35000,50000,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2861322,102,8,0,0,0,0,0,2,4,7,1,"No",0,0.8,0.71,0,"No","No","No","Yes","No","No" +1370983,5,8,0,4,6,10,0,8,9,14,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1585227,185,8,6,0,0,100,28,63,122,192,34,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1446327,7,8,0,3,3,5,0,5,11,20,1,"No",0,0.16,0.16,0,"No","No","No","Yes","No","Yes" +1834455,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +3238909,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3019219,284,2,92,270,660,1050,108,364,732,1070,108,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1141549,388,NA,0,0,0,0,1,2,8,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1690659,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3218445,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1814248,0,2,0,137,209,263,0,0,0,0,15,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +1456842,0,3,3,72,112,151,40,129,158,247,33,"No",0,0.88,0.91,0,"No","No","No","Yes","No","Yes" +1136419,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.99,0,"No","No","No","Yes","No","No" +2245795,19,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1364106,20,2,0,0,0,0,0,5,5,5,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1814444,10,2,0,102,154,213,13,53,107,169,28,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1959016,5,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2139026,100,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1478946,0,2,0,8,8,8,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","Yes","Yes","No","No" +1849231,265,2,0,0,0,0,6,18,27,37,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1197573,1,9,18,0,0,0,2,8,15,23,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2889786,6,3,0,0,0,0,0,0,0,0,1,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +1491275,10,8,0,0,0,0,0,0,1,2,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1181938,84,8,9,24,72,120,21,58,119,192,22,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","No" +2868049,4,8,0,95,95,95,0,1,2,4,3,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1570285,3,2,0,5,5,5,0,0,0,0,0,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +2855298,65,NA,0,0,0,0,0,0,0,1,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1348203,5,8,4,0,6,12,0,3,6,11,0,"No",0,0.94,0.86,0,"No","No","No","Yes","No","No" +2204935,0,2,0,6,30,30,0,2,2,2,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3084124,20,8,11,0,0,0,1,7,10,24,3,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2950795,111,8,60,0,60,120,28,70,150,234,29,"No",0,0.97,0.85,0,"No","No","No","Yes","No","No" +1825922,3,4,0,29,29,29,2,6,17,40,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1754628,5,8,4,0,8,12,1,5,13,23,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2079317,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1666062,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.84,0,"No","No","No","Yes","No","No" +1195654,0,4,0,0,8470,15950,0,8,8,8,16,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3204104,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1447511,1830,8,0,0,0,0,0,2,2,2,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2894281,333,8,2,620,1145,1745,132,493,1043,1570,131,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1697535,61,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3096799,444,2,84,1030,2050,3070,540,1807,2595,3190,310,"No",0,0.95,0.97,6,"No","No","No","Yes","No","No" +2933860,270,8,285,767,1510,2194,169,681,1539,2538,385,"No",0,0.75,0.76,0,"No","No","No","Yes","No","No" +2830101,271,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +3011169,13,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2965973,300,8,8,82,238,416,113,355,666,1016,125,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1476808,42,2,0,0,0,0,0,1,4,5,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2973926,33,2,6,18,54,72,9,45,71,109,5,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1740129,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1247331,3,NA,0,0,0,0,0,0,3,5,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +3097435,61,8,13,35,67,99,22,55,105,156,63,"No",0,0.9,0.86,0,"No","No","No","Yes","No","No" +1391064,93,8,27,15,60,105,11,40,89,138,23,"No",0,0.61,0.49,0,"No","No","Yes","Yes","No","No" +1302637,19,12,0,0,0,0,0,1,2,2,0,"No",0,0.62,0.73,0,"No","No","Yes","Yes","No","No" +1324354,5,2,0,0,25,25,0,2,4,6,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1992143,35,8,16,71,145,207,20,64,150,224,19,"No",0,0.98,0.97,6,"No","No","No","Yes","No","No" +2999569,2,2,0,0,0,0,7,21,29,29,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","Yes" +1191405,3,4,4,2,2,2,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3018150,32,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3066234,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3129660,1,8,0,99,99,99,1,9,18,23,0,"No",0,0,0.18,0,"No","No","No","Yes","No","Yes" +3110823,13,2,0,0,0,0,1,2,3,3,2,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1126535,399,8,0,0,0,0,7,17,31,39,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1472670,15,8,0,0,4,4,1,5,8,15,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2294745,3,4,0,5,8,11,3,7,18,21,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","Yes" +2866405,4995,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1335515,75,9,16,188,344,524,38,148,280,369,52,"No",34,0.86,0.69,0,"No","No","No","Yes","No","No" +1580931,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1423765,12,2,0,0,0,0,1,6,9,11,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1622122,0,2,0,17,17,17,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1801208,46,12,0,0,0,0,9,30,52,77,0,"No",0,0,0.01,5,"No","No","No","Yes","No","No" +1549885,173,8,15,61,132,185,20,71,136,217,31,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1319993,191,8,0,0,0,0,11,24,29,70,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1509795,177,8,0,288,576,840,56,229,562,897,118,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1926250,91,12,0,0,0,0,3,11,19,33,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2994575,32,8,0,0,0,0,0,0,2,3,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1970784,527,12,0,0,0,0,5,55,121,188,22,"No",0,0.9,0.83,0,"No","No","Yes","Yes","No","No" +1887541,45,4,0,167,287,407,27,38,38,38,36,"No",0,0.57,0.69,0,"Yes","No","No","Yes","No","Yes" +1652532,12,8,0,0,0,5,2,11,33,53,8,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1512518,6,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.07,0,"Yes","No","No","Yes","No","No" +2144597,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1843258,39,2,0,0,0,0,0,0,2,2,3,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2019419,0,12,0,3,5,7,1,3,3,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1381354,10,2,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +2964827,20,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2298661,9,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1460753,100,2,203,518,946,1371,213,545,1001,1563,164,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2986115,-1,8,0,0,0,0,5,11,11,11,0,"No",0,0.7,0.73,1,"No","No","No","Yes","No","Yes" +2179841,4,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1817599,603,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1268515,4,8,3,58,88,119,10,39,77,118,24,"No",7,0.87,0.89,0,"No","No","No","Yes","No","Yes" +1748323,10,2,8,28,64,100,15,30,32,33,0,"No",0,0.58,0.45,0,"No","No","No","Yes","No","Yes" +3104738,22,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2283625,1,8,0,23,32,32,10,17,29,41,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1950094,1,9,0,19,34,54,2,11,31,38,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1274103,0,2,0,15,27,32,0,0,0,0,0,"No",0,1,0.92,0,"Yes","No","No","Yes","No","Yes" +2080572,13668,2,456,23600,41600,63600,930,2993,5490,8324,819,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2982355,3,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3208819,9,2,0,0,0,0,0,0,2,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2118916,667,15,4,0,0,240,14,79,296,482,44,"No",0,0.06,0.08,0,"No","No","No","Yes","No","No" +1384078,-6,8,78,1680,2880,3960,285,1120,2133,3430,276,"No",0,0.77,0.78,112,"No","No","No","Yes","No","No" +1921622,122,8,25,201,381,489,76,210,408,668,113,"No",0,0.45,0.57,0,"No","No","No","Yes","No","No" +2279432,9,2,0,21,63,84,6,30,46,72,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2811265,176,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1563554,93,8,0,0,0,0,1,4,4,7,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +2065857,306,2,299,209,505,835,93,313,674,996,51,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1491696,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1604686,11,2,0,12,24,36,7,16,32,42,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +2821285,27,2,0,0,0,0,0,3,5,11,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2919782,11,8,0,0,0,0,0,0,1,1,1,"No",0,0.83,0.8,0,"No","No","No","Yes","No","No" +1855490,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1426257,18,8,0,21,33,50,7,26,52,83,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2142506,1794,4,264,11316,21996,33276,4630,13893,26797,36251,2376,"No",1320,0.55,0.6,0,"No","No","No","No","No","No" +1816672,11,9,0,26,53,80,6,30,56,91,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1704512,31,8,3,48,72,102,5,31,58,82,16,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1256762,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1654648,895,8,876,1491,3491,5291,617,1942,4192,6791,382,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1260496,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2892718,46,4,0,0,0,0,10,16,23,25,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1881916,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1443205,6,2,0,12,31,41,1,7,13,13,2,"No",0,0.99,0.93,0,"No","No","Yes","Yes","No","Yes" +1261124,13,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2014853,10,4,7,8,16,22,0,7,12,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1517826,43,8,0,0,0,0,2,10,37,61,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1983344,194,4,11,0,0,0,244,298,342,427,29,"No",0,0.39,0.52,200,"No","No","No","Yes","No","No" +1186334,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1816530,14,8,0,0,0,0,0,0,0,0,2,"No",0,0.88,0.9,0,"No","No","Yes","Yes","No","No" +2967256,1,12,0,1,1,1,0,0,1,2,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2988207,549,52,0,0,0,0,0,0,2,8,0,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +1814613,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" +1151553,10,2,0,0,9,9,1,9,12,14,1,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +2289216,988,12,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.82,0,"Yes","No","No","Yes","No","No" +1435258,165,4,0,0,0,0,2,9,9,9,2,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1584813,8,9,0,5,10,15,1,4,14,22,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1250453,6,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2027761,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +2128640,6,2,0,25,41,65,19,46,61,78,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +1448204,494,12,4,0,0,208,49,162,314,527,55,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1690090,557,2,313,180,630,990,153,532,1430,1806,188,"No",0,1,1,2,"No","No","No","Yes","No","No" +1270472,11,8,0,12,24,24,2,10,13,24,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2177250,20,12,1,7,27,57,4,14,36,45,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1381186,2,8,0,23,38,48,6,12,36,51,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1901962,9,3,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1198777,0,2,0,4,4,4,0,1,1,1,0,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","Yes" +3132458,64,4,0,0,0,0,1,1,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3182536,0,2,0,4,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1835328,-1,8,0,41,76,106,12,37,57,82,9,"No",0,0.66,0.66,1,"No","No","No","Yes","No","Yes" +1442688,919,2,778,1000,2250,3500,279,699,901,1705,329,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +2123782,3,9,1,0,1,2,0,1,3,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2306493,45,NA,0,0,0,0,1,3,6,11,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2179082,3,12,0,0,0,0,0,1,1,1,0,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1294736,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1749995,263,2,3,147,294,588,71,187,349,550,67,"No",0,1,1,0,"No","No","No","Yes","No","No" +1931081,94,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1250516,22,8,0,0,0,0,0,0,5,11,0,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +1622599,38,2,0,0,100,100,16,39,74,137,66,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1206648,87,8,40,0,40,80,11,40,79,108,23,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +1512131,11,8,0,24,40,56,9,19,33,43,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3022667,73,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1362684,28,9,0,0,4,9,2,6,24,34,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1949131,6,2,0,0,0,5,0,2,8,15,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","Yes" +2818381,3,8,0,0,0,0,0,0,2,3,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2261723,641,2,4,700,1400,1400,85,337,748,969,158,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2094988,28,52,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2315375,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.78,0,"No","No","No","Yes","No","No" +1752998,0,0,0,25,49,59,0,0,0,0,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +2243949,2160,8,0,0,0,0,0,5,8,13,0,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +1780220,2,2,0,7,10,12,2,2,4,5,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +2186804,76,8,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.59,0,"No","No","No","Yes","No","No" +1588606,84,8,0,0,0,0,3,15,26,40,6,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +2262933,69,8,18,36,87,138,4,32,90,140,27,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1327895,64,9,10,28,54,54,13,45,73,115,22,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1768903,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1134035,4316,4,0,0,2800,5600,347,1547,2861,4924,684,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1840223,0,8,0,5,5,5,0,0,0,0,1,"No",0,0.2,0.31,0,"Yes","No","No","Yes","No","Yes" +2103696,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2095135,8,NA,0,0,0,0,0,0,3,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1975302,2,12,0,36,36,36,1,1,2,4,0,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +2313986,3,8,0,0,0,1,0,0,1,4,1,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +2210941,166,NA,0,0,0,0,1,1,9,13,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2009380,16,8,0,0,8,16,3,9,23,30,0,"No",0,0.5,0.53,0,"No","No","No","Yes","No","Yes" +1479556,9,9,0,0,0,0,0,0,0,0,1,"No",0,0.41,0.75,0,"No","No","No","Yes","No","No" +2242310,30,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1368500,9,12,6,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2269662,459,8,2625,5121,8221,10811,977,3239,6282,9154,507,"No",530,0.54,0.54,0,"No","No","No","Yes","No","No" +1659544,2,2,0,0,0,0,0,0,0,0,2,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1531002,9,8,0,0,5,10,0,6,9,22,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2155741,3,9,1,4,4,5,0,1,4,5,2,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3053630,7,8,0,0,0,0,0,0,0,1,0,"No",0,0.71,0.51,0,"No","No","Yes","Yes","No","No" +1899213,497,12,0,0,0,0,2,3,3,3,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1557937,21,2,0,0,0,0,0,0,16,23,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1320802,88,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +1787638,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +2867566,3,8,0,0,0,0,0,1,6,8,0,"No",0,0.92,0.66,0,"Yes","No","No","Yes","No","No" +3000302,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3004014,0,12,0,5,7,8,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1185128,2,12,1,2,4,6,1,3,7,7,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1805665,-1,12,0,29,58,75,7,30,56,98,8,"No",0,0.8,0.77,1,"No","No","No","Yes","No","Yes" +3073657,3,8,0,0,0,2,0,1,1,4,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +3075941,332,9,56,120,420,660,65,235,585,898,132,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1878078,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1751976,0,2,0,100,100,100,0,0,0,0,2,"No",0,0.27,0.12,0,"Yes","No","Yes","Yes","No","Yes" +2833268,2675,8,0,0,0,0,0,2,2,2,2,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3229322,259,8,0,0,0,0,4,15,27,45,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2974231,16,16,0,0,0,0,0,0,0,0,2,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1429236,12,8,0,1,1,1,0,0,2,2,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2896470,2,3,0,0,0,0,3,3,4,4,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3048555,89,2,0,0,40,80,9,18,34,47,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1617038,68,2,0,0,0,0,0,0,1,4,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1789487,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2040022,36,2,0,12,12,12,0,0,0,0,2,"No",0,0.1,0.04,0,"Yes","No","Yes","Yes","No","No" +2957154,8,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2095571,39,8,0,0,0,0,8,39,70,96,0,"No",0,0.99,0.88,0,"Yes","No","No","Yes","No","No" +3086578,3,4,0,1,1,1,0,1,1,1,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3188809,10,8,0,0,5,10,0,4,15,31,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2835562,4620,8,0,0,0,0,10,22,34,65,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1911108,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +2105358,59,8,3,29,65,100,20,45,91,127,34,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +2832550,48,8,12,90,150,240,26,74,133,213,16,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +2303887,1,12,0,40,40,46,3,18,38,58,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +2063109,100,8,0,0,0,0,0,0,1,3,73,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1529561,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.27,0.5,0,"Yes","No","No","Yes","No","No" +1325992,-1,2,120,72,96,157,58,146,207,259,86,"No",0,0.87,0.81,1,"No","No","No","Yes","No","Yes" +3063250,2,9,0,0,0,0,0,0,0,1,2,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3215577,1,2,0,2,3,4,1,3,3,4,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1282635,20,8,0,0,0,0,0,7,8,10,1,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +2888430,16,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2111399,1,9,0,5,8,11,1,11,15,18,6,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1122733,428,8,0,0,0,0,24,95,181,283,41,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1849532,392,NA,28,0,0,0,27,115,209,290,49,"No",0,-99,-99,0,"No","No","No","No","No","No" +2141652,100,NA,0,0,0,0,0,5,9,12,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2241279,225,12,1,0,0,0,14,58,123,182,32,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1600469,0,2,0,496,516,516,0,0,0,0,127,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +1953123,-3,8,0,5,5,9,21,24,29,31,1,"No",0,0.99,0.97,3,"No","No","No","Yes","No","Yes" +1766919,0,8,1,4,7,10,2,8,11,11,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +3022938,1,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1362042,9,8,0,40,88,136,11,27,40,46,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","Yes" +2833245,24,2,0,10,30,50,9,26,48,70,4,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1940276,67,8,0,0,0,15,2,9,48,61,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2855776,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1183649,13,8,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +1655668,3,8,0,9,14,19,2,9,12,23,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","Yes" +2175626,0,5,0,0,0,0,0,4,22,31,9,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1810844,0,8,0,12,28,40,8,13,28,46,4,"No",0,0.91,0.83,0,"No","No","No","Yes","No","Yes" +1733384,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1622527,105,8,0,0,0,0,1,9,20,33,0,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +1432826,0,9,0,4,4,4,0,1,1,2,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +1882685,13,8,0,0,0,0,0,0,2,8,0,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1922510,-1,12,0,4,4,4,3,9,12,15,0,"No",1,0.78,0.78,1,"No","No","No","Yes","No","Yes" +1904797,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1915345,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1961928,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1584173,281,2,18,0,209,404,62,209,670,1263,41,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1517473,1152,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2132674,0,12,0,5,6,6,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2967529,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","Yes" +1162907,185,8,52,135,330,525,43,161,365,507,85,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1897222,-4,8,0,7,9,10,10,12,14,15,1,"No",0,0.37,0.38,4,"No","No","No","Yes","No","Yes" +1380391,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +3101370,80,8,4,0,89,89,14,35,78,127,16,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1113485,151,9,0,0,0,0,0,0,0,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2115918,117,8,23,10,87,161,23,65,161,246,25,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1521884,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.77,0,"Yes","No","Yes","Yes","No","No" +1457115,0,8,0,7,12,17,5,5,9,10,8,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1291444,8,2,0,6,6,6,0,4,9,26,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1292584,0,2,0,12,20,24,0,0,0,0,2,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2895826,84,8,26,132,176,242,29,110,167,223,61,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +1378089,3,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3172643,4,12,2,0,0,0,0,0,2,3,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1619663,30,2,0,0,0,0,0,4,9,9,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1218027,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1694924,258,2,26,0,58,116,34,110,176,333,60,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +3140966,3,4,0,5,5,5,1,1,2,2,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2080296,7,NA,1,0,0,0,1,10,16,26,5,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1418332,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2223063,1,8,0,1,3,4,0,1,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1729243,0,2,0,5,5,5,0,0,1,1,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1964226,20,4,0,0,0,0,0,0,5,6,1,"No",0,0.35,0.54,0,"Yes","No","No","Yes","No","No" +1356495,121,52,1,0,0,0,3,6,8,17,1,"No",0,0.98,0.98,0,"Yes","No","No","No","No","No" +1334920,70,8,33,60,140,200,25,81,171,258,33,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3163736,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1837555,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1127765,0,4,0,12,18,18,0,0,0,0,0,"No",0,0.82,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2973250,114,8,0,0,0,0,4,15,29,44,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1874530,106,2,67,130,230,330,47,142,259,404,48,"No",10,0.86,0.88,0,"No","No","No","Yes","No","No" +1944583,40,NA,0,0,0,0,0,2,5,13,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1766027,1211,8,0,0,0,0,2,2,2,2,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +3277456,6,52,0,0,0,0,2,3,4,4,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1830410,0,8,0,9,14,24,3,8,16,21,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2198241,4,12,0,1,1,1,0,0,2,3,0,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +2078803,0,2,80,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +2283885,1,8,0,3,5,7,0,2,3,3,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +2899230,0,2,0,12,16,20,2,4,14,23,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1827638,15,4,0,0,0,0,2,3,8,16,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3241453,11,8,0,0,0,0,3,7,29,35,0,"No",0,0.76,0.71,0,"No","No","No","Yes","No","No" +1180425,63,8,0,0,0,0,2,3,5,7,1,"No",0,0.97,0.98,0,"Yes","No","No","No","No","No" +1813407,26,2,20,0,20,20,0,6,14,16,2,"No",0,0.97,0.98,0,"No","No","No","No","No","No" +2059575,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1991772,3,8,0,0,1,2,1,2,5,6,2,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1857448,0,2,0,34,34,52,0,0,0,0,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +2807898,3,2,1,1,1,1,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","No" +1904679,60,8,0,0,15,30,5,17,42,82,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1485666,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +3046385,103,8,0,0,0,0,0,9,24,33,3,"No",0,0.66,0.66,0,"No","No","Yes","Yes","No","No" +1322630,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","Yes","Yes","No","No" +1732835,7,8,0,6975,11925,16875,0,0,0,0,0,"No",638,0.88,0.91,0,"No","No","No","Yes","No","Yes" +1845201,305,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2124515,147,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2244081,41,0,1,240,310,310,12,29,45,63,6,"No",0,0,0,0,"No","No","No","No","No","No" +2878558,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1219669,0,4,0,7,8,8,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2904968,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1831579,14,8,0,0,0,0,1,5,6,11,2,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3162389,165,2,4,0,15,60,13,60,117,173,29,"No",0,0.75,0.88,0,"No","No","No","Yes","No","No" +1700858,23,4,0,0,0,0,1,2,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1172109,5,8,0,0,0,0,0,0,0,1,1,"No",0,0.83,0.71,0,"No","No","No","Yes","No","No" +1609731,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2933358,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3083884,9,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2086697,8,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1870307,0,2,0,11,17,19,0,0,0,0,0,"No",6,0.5,0.32,0,"No","No","No","Yes","No","Yes" +2191301,236,8,0,0,0,0,6,18,54,80,16,"No",0,0.46,0.67,0,"No","No","No","Yes","No","No" +3279304,12,8,0,0,6,12,1,2,7,11,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1292320,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1514788,3,8,0,0,1,2,0,1,2,4,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3148831,225,12,1,0,0,0,6,22,42,95,26,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1481427,67,2,0,0,0,0,0,2,4,6,0,"No",0,0.75,0.5,0,"No","No","No","Yes","No","No" +2867218,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3226641,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1255340,3,4,4,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1378827,57,8,0,0,0,0,4,4,4,4,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3169310,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.58,0,"No","No","No","Yes","No","No" +1698127,4,8,0,10,20,30,1,9,16,20,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1558866,14,2,2,12,20,26,1,7,14,28,3,"No",0,0.9,0.7,0,"No","No","No","Yes","No","No" +1916799,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1212554,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2941856,7,2,0,5,5,10,0,1,6,9,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1690165,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.08,0.12,0,"No","No","No","Yes","No","No" +1535215,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.77,0,"No","No","No","Yes","No","No" +1928139,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3005919,72,8,18,45,75,105,56,95,104,111,23,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3270756,18,8,0,0,0,0,1,1,3,4,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2077092,11,9,0,0,0,0,0,0,2,5,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2995906,34,8,0,0,0,0,1,7,9,24,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1654513,50,15,0,500,500,500,0,0,25,45,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1943966,2,8,0,3,6,9,0,3,4,7,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2978823,31,2,18,35,84,133,8,27,63,83,7,"No",0,0.76,0.71,0,"No","No","Yes","Yes","No","No" +1433937,30,9,0,0,0,0,0,0,1,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1208002,23,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","No","No","No" +2090516,0,8,0,1,1,1,0,1,1,1,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1484976,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2059336,68,4,0,0,0,0,1,3,4,4,1,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1569233,6,12,0,0,0,0,3,3,5,7,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2234814,76,8,3,292,412,556,59,215,381,626,45,"No",36,0.08,0.42,0,"No","No","No","Yes","No","No" +3019858,1,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2285490,15040,8,0,0,0,0,46,170,349,1597,75,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1233252,201,8,4,42,148,276,35,132,279,409,35,"No",0,0.22,0.49,0,"No","No","No","Yes","No","No" +1802094,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.78,0,"No","No","No","Yes","No","No" +1573256,15,4,0,10,35,55,7,21,74,99,10,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +1868568,5,2,0,0,0,0,0,0,3,4,1,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2059599,18,4,0,5,10,15,4,16,23,29,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2034124,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2197210,86,8,5,2,88,174,46,93,130,222,60,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1905712,4,8,0,0,2,4,0,0,1,6,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2102862,13,2,0,6,30,42,8,16,53,64,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1113911,18,8,6,27,39,41,5,19,37,46,5,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2016457,32,8,4,220,339,447,78,167,299,445,51,"No",34,0.81,0.87,15,"No","No","No","Yes","No","Yes" +1586016,3,8,0,0,6,6,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1467678,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2013290,1,4,0,1,1,1,0,1,6,11,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2847283,169,2,0,0,0,0,0,0,11,11,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +3070796,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1804423,21,0,14,248,403,564,84,186,288,353,73,"No",0,0,0,0,"No","No","No","No","No","Yes" +1368769,5,2,0,4,12,16,4,5,11,11,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2085949,0,9,0,10,20,20,11,11,21,21,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +2040615,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +2942799,12,8,0,393,564,705,90,268,495,770,1532,"No",66,0.79,0.66,2,"No","No","No","Yes","No","Yes" +2155439,2,16,0,0,0,0,1,1,1,2,1,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +2967147,0,8,0,6,6,6,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1758939,10,8,0,11,11,11,1,3,9,14,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1717455,86,2,0,0,0,0,3,10,19,27,1,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3160163,198,2,0,0,0,0,0,1,3,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1796851,1,8,0,1,1,1,1,2,2,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1764766,1101,2,0,0,0,0,0,0,0,0,27,"No",0,0.84,0.91,0,"No","No","Yes","Yes","No","No" +2164480,937,8,175,953,1819,2822,406,1135,2276,3382,875,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2008977,410,12,672,0,0,192,0,0,1700,1700,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1291025,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +3244662,11,8,0,0,0,0,1,4,6,10,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2154436,13,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1880045,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +2119689,-2,2,0,8,8,8,14,14,14,14,1,"No",0,0.96,0.96,2,"No","No","No","Yes","No","No" +2311908,5,2,16,0,16,32,5,14,32,56,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1476389,0,8,0,36,56,66,4,15,26,43,2,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2825913,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +1800813,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1440472,75,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2159115,26,2,14,553,952,1446,19,19,19,19,54,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +3177916,4,9,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3106227,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2144323,0,2,0,2,2,2,3,3,3,4,2,"No",0,0.73,0.77,0,"No","No","No","Yes","No","Yes" +1387825,2,8,0,1,1,1,0,1,1,1,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1721243,70,8,19,104,224,344,38,126,241,419,14,"No",4,0.98,0.98,0,"No","No","No","Yes","No","No" +2893795,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2979253,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1433326,2,2,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","Yes" +3113423,963,17,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.92,0,"No","No","No","Yes","No","No" +3202024,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1812837,0,NA,0,9,9,9,0,1,2,2,3,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2874009,11,8,0,0,0,0,1,7,12,16,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1281706,657,13,0,0,0,0,11,41,71,88,2,"No",0,0.76,0.79,0,"No","No","No","Yes","No","No" +3103678,488,4,155,263,361,410,53,260,501,544,184,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3144321,2059,8,450,0,1920,1920,293,1149,1915,2594,525,"No",0,0.82,0.7,0,"No","No","No","Yes","No","No" +2290173,2,9,0,8,8,12,2,9,16,22,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2194069,130,14,4,30,90,150,30,103,197,347,25,"No",0,0.46,0.38,0,"No","No","No","Yes","No","No" +2988057,1,12,2,4,5,8,0,2,8,13,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2063162,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2127359,13,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2264515,68,2,235,433,966,1505,184,599,1158,1675,94,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3204986,21,12,0,0,0,0,0,0,3,3,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1244023,0,2,0,8,10,10,0,0,0,0,0,"No",0,0.91,0.91,0,"No","No","Yes","No","No","No" +2849220,11,3,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +1621267,0,8,0,10,20,30,1,3,13,16,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +3221707,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3188710,48,8,8,65,101,137,25,72,110,165,18,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2059169,9,8,0,40,90,140,11,25,50,63,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +2843675,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2044311,34,8,0,0,0,0,0,5,5,5,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2218755,42,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3138690,3455,4,2568,2700,6300,8820,829,2937,6197,9198,983,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2154479,13,52,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.85,0,"Yes","No","No","Yes","No","No" +1890421,11,2,0,0,0,4,0,5,5,9,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3026657,110,2,0,0,12,60,8,28,49,60,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +2087486,24,8,0,5,8,11,0,0,0,0,3,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +1427059,15304,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.89,0,"No","No","No","Yes","No","No" +1737257,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +2903774,-1,8,0,6,8,10,0,0,0,0,2,"No",0,0.06,0.13,1,"No","No","No","No","No","No" +3013557,125,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3200889,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2298287,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.88,0,"No","No","Yes","Yes","No","No" +2201891,6,8,0,2,2,2,0,1,3,6,1,"No",0,0.08,0.3,0,"No","No","No","Yes","No","No" +3155933,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2264181,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1529913,985,8,0,0,0,0,15,152,431,571,33,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2859336,81,2,0,0,0,0,0,4,5,6,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1697285,72,52,0,0,0,0,1,3,6,11,2,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +3152551,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2016577,0,8,0,17,17,17,1,1,1,1,1,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2045837,220,8,3,0,0,0,13,44,93,155,33,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1765218,-3,2,4,12,12,12,11,36,39,39,0,"No",0,0.62,0.62,3,"No","No","No","Yes","No","Yes" +1779722,16,8,0,16,31,40,5,17,41,60,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1643292,21,2,0,0,0,0,0,1,3,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1168463,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.92,0,"Yes","No","No","Yes","No","No" +1680877,191,2,14,94,188,376,60,152,272,445,51,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1485752,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2080199,-3,15,0,123,123,147,41,87,132,174,40,"No",0,0.9,0.91,7,"No","No","No","Yes","No","Yes" +2085910,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1787070,204,8,0,0,0,0,2,7,10,13,1,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +2221290,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1744119,9,8,0,7,25,46,0,4,4,4,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","Yes" +2891158,28,NA,32,0,0,0,22,58,125,190,12,"No",0,-99,-99,4,"No","No","No","No","No","No" +1331687,57,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.87,0,"No","No","Yes","Yes","No","No" +2167902,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1136661,0,8,0,5,5,5,0,0,3,6,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2975871,4,8,1,7,15,23,2,5,9,18,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2240925,38,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2085991,26,12,0,0,0,0,0,21,21,44,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1462245,78,12,0,0,0,0,0,0,0,0,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1749743,1308,8,1445,2990,6130,12590,1161,5786,11514,13351,1313,"No",0,0.95,0.86,66,"No","No","No","Yes","No","No" +3045627,6,8,0,0,10,10,3,10,11,18,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +1647189,2,8,0,0,0,1,0,1,1,2,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","No" +2156134,194,2,0,0,0,0,4,13,26,36,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1930962,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1486261,77,8,12,80,160,240,20,70,125,189,35,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +3175587,574,8,0,0,0,0,6,17,37,55,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1626146,1,8,0,0,0,0,0,0,2,2,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3193478,254,8,4,207,387,567,65,227,460,713,174,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1625232,6,8,4,16,36,48,3,16,32,47,5,"No",0,0.7,0.84,0,"No","No","No","Yes","No","No" +1974661,253,8,0,0,0,0,1,5,12,37,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1423702,9,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1342665,141,NA,0,0,0,0,1,2,7,10,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2079003,8,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1873299,72,14,4,48,48,84,10,45,74,122,21,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1169757,0,8,0,2,3,4,1,3,3,3,0,"No",0,0.96,0.82,0,"No","No","No","Yes","No","Yes" +1504033,1411,8,24,0,0,0,8,59,133,232,31,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +1730155,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1713784,5,2,0,12,12,12,4,11,19,29,1,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","Yes" +1773378,526,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2240403,46,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +2896444,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1674635,119,8,0,0,0,0,3,4,4,6,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2300252,4,2,0,0,1,2,6,12,20,20,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","Yes" +2082475,13,8,0,20,37,54,6,20,37,56,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2218623,21,2,0,0,0,0,0,0,0,0,1,"No",0,0.49,0.54,0,"Yes","No","No","Yes","No","No" +1978752,1,8,0,2,2,4,0,2,3,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1294830,4,12,0,4,4,6,0,0,4,9,0,"No",0,0.73,0.69,0,"Yes","No","No","No","No","No" +1222398,100,8,0,0,0,0,5,25,37,47,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2300475,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2904004,8,2,0,0,0,0,2,2,2,2,1,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","No" +3183954,136,2,0,0,0,0,1,2,3,3,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2087628,4,2,0,4,8,14,0,5,13,16,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3229048,205,8,32,80,204,235,9,66,175,278,21,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +2170618,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1589742,2,4,0,0,0,1,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2850264,62,2,0,0,0,0,0,0,16,19,1,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +2273361,0,12,0,7,10,14,0,2,8,9,0,"No",2,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1301190,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1269818,41,2,0,183,321,477,39,114,221,316,21,"No",18,0.66,0.6,0,"No","No","Yes","Yes","No","Yes" +2281821,71,8,0,0,0,0,2,16,44,58,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1962308,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2257912,20,52,0,0,0,0,0,0,0,0,2,"No",0,1,0.87,0,"Yes","No","No","Yes","No","No" +1990533,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1148798,25,2,0,0,0,0,0,0,2,9,0,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1633390,6,2,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1550362,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2925131,2883,2,1272,6432,12192,17664,1653,5671,11851,18602,2663,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1367233,68,12,56,356,600,832,109,310,519,859,57,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1410751,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1753826,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1381930,50,12,0,115,115,115,11,31,31,31,0,"No",0,0.95,0.86,0,"Yes","No","No","Yes","No","No" +2096825,-29,8,0,88,133,151,13,29,123,181,20,"No",0,0.08,0.58,29,"No","No","No","Yes","No","Yes" +1818208,27,9,0,0,0,0,2,6,9,14,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1902184,11,2,0,0,0,0,0,0,1,3,2,"No",0,0.02,0.1,0,"Yes","No","No","Yes","No","No" +1334838,31,4,0,0,0,10,5,14,24,86,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1804320,6,2,0,0,0,0,0,0,4,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1308702,6,2,0,2,6,10,0,2,4,10,0,"No",0,0.84,0.68,0,"No","No","No","Yes","No","No" +2983540,6,12,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1166136,2024,13,0,2700,5400,9000,265,923,2156,3328,376,"No",0,1,1,0,"No","No","No","Yes","No","No" +1824046,73,9,0,0,0,0,2,4,6,8,4,"No",0,0.81,0.9,0,"Yes","No","No","Yes","No","No" +1756102,0,8,0,0,0,0,0,0,0,0,2,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2933724,-7,8,0,208,416,416,36,94,185,279,35,"No",0,0.85,0.85,7,"No","No","No","Yes","No","Yes" +1441548,0,8,0,1,2,2,1,2,2,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2850284,71,2,14,81,146,209,24,29,29,29,22,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1129634,2,8,0,0,0,0,0,2,3,4,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1349860,132,8,68,68,136,272,7,62,196,261,58,"No",0,1,1,0,"No","No","No","Yes","No","No" +3164042,41,NA,0,0,0,0,3,10,13,18,42,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2847112,49,8,0,0,0,0,1,3,6,10,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3061898,17,8,0,0,0,0,0,1,3,4,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2827115,17,8,15,0,0,0,2,15,33,50,0,"No",15,0.96,0.97,0,"No","No","No","Yes","No","No" +1676291,3,8,0,3,3,3,7,15,28,45,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1616312,11,10,0,0,0,0,0,0,0,0,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1358924,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1349114,0,2,0,77,123,146,0,1,1,1,0,"No",0,0.98,0.94,0,"Yes","No","Yes","Yes","No","Yes" +3076561,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1188073,13,9,12,12,12,24,4,19,30,45,3,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +1766495,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1995677,502,8,0,500,500,500,0,0,0,0,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1473652,12,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1916994,18,2,0,20,40,60,4,16,31,47,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","Yes" +1887940,13,12,4,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2174086,11,2,0,12,32,52,6,18,37,47,4,"No",0,0.9,0.93,0,"No","No","No","Yes","No","Yes" +1815483,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3119723,8,8,0,0,8,8,1,13,20,34,11,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2167442,99,NA,0,0,0,0,11,42,93,157,91,"No",0,-99,-99,0,"No","No","No","No","No","No" +1428145,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2992437,15,8,0,0,12,12,0,32,51,52,0,"No",0,0.88,0.64,0,"No","No","No","Yes","No","No" +1331614,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3023194,590,9,0,0,0,0,4,37,80,119,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +1683849,5,8,0,1,4,7,1,3,6,9,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1333805,28,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1590229,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1614335,8,2,0,16,16,32,7,19,41,58,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1682158,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1291678,92,10,0,128,193,258,29,102,183,253,50,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +3158386,4,8,0,0,1,2,1,1,5,5,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1919017,29,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1957714,179,2,4,0,100,100,32,74,140,189,21,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1149645,26,8,0,42,60,78,8,28,51,87,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1588559,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2984344,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +3248855,28,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2261483,30,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1266605,0,2,0,5,5,5,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1698712,28,2,84,112,238,406,19,82,131,162,48,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +3188919,1,12,0,1,3,4,1,2,2,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2026453,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1417757,45,8,0,0,0,0,0,1,3,6,2,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +2833393,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +3223719,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"Yes","No","No","Yes","No","No" +1536204,3,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1824676,2,8,0,13,27,35,4,14,21,32,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2974709,26,8,0,0,0,0,3,10,14,25,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2960971,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1239304,74,2,4,70,154,224,19,70,151,231,27,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2180443,0,12,0,2400,2400,2400,0,0,36,36,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +3089104,3,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1506345,42,2,0,0,0,0,3,5,7,7,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2874212,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2027951,310,8,10,0,105,210,19,67,135,214,74,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2267609,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +1205675,3,8,8,2560,4168,6088,0,0,0,0,0,"No",544,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1769056,39,9,0,0,0,0,2,4,8,8,6,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1824110,1441,16,12,0,0,0,30,107,216,302,55,"No",0,0.71,0.61,0,"No","No","Yes","Yes","No","No" +2031806,-1,8,0,32,38,46,1,6,14,33,0,"No",0,0.66,0.69,1,"No","No","Yes","Yes","No","No" +1130864,7,2,0,9,21,33,3,6,15,21,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3197809,27,8,0,0,13,26,5,14,39,55,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2957263,69,8,7,56,98,154,28,64,134,188,46,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1808928,14828,2,2420,10875,24375,40125,4803,19920,34683,49193,5073,"No",0,1,1,0,"No","No","No","Yes","No","No" +2822175,6,10,0,0,8,12,1,4,11,14,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1489847,2,10,0,2,4,6,2,2,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1177204,0,2,0,12,16,16,15,33,36,36,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +1685308,0,0,0,5,7,10,2,3,7,9,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1341342,5,2,0,0,0,0,0,1,1,1,1,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","No" +2059675,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1810088,277,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","Yes","Yes","No","No" +1485411,166,12,32,70,110,215,35,129,237,335,22,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1209554,878,8,0,0,0,0,9,43,82,84,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1133940,5,8,0,0,0,0,1,3,6,7,2,"No",0,0.99,0.98,0,"No","No","No","No","No","Yes" +1563857,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3212238,357,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2015583,45,8,54,70,136,194,10,61,140,197,33,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1702944,-3,16,0,19,19,19,0,12,16,18,8,"No",19,0.38,0.44,3,"No","No","No","Yes","No","Yes" +1308805,32,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2162333,0,8,0,320,576,832,0,0,0,0,38,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","Yes" +1823365,39,9,0,0,0,48,7,30,49,86,13,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1213863,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3276441,50,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +1362256,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1572298,1,8,0,14,21,28,5,11,14,25,3,"No",0,0.92,0.92,0,"No","No","No","Yes","No","Yes" +1279110,688,12,289,535,1103,1837,360,1025,2034,3026,178,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +2241592,0,8,6,0,0,0,3,43,121,182,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","Yes" +1874573,84,4,26,23,46,69,9,33,74,101,16,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2892420,23,8,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2851183,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2997948,2,12,0,0,0,0,2,2,9,9,0,"No",0,0.92,0.9,0,"Yes","No","Yes","Yes","No","No" +2290794,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1563701,9,8,0,8,16,24,3,9,16,25,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1957720,9,4,0,16,32,48,9,26,40,53,3,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +2830017,1354,8,6,0,0,0,20,48,77,121,24,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1763117,1,8,0,2,4,6,1,2,5,6,0,"No",0,0.94,0.92,0,"No","No","Yes","Yes","No","No" +1620332,0,8,20,0,0,10,4,11,18,24,2,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1641883,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1564987,8,8,0,0,0,0,0,0,2,8,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1309548,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1320203,11,8,2,105,175,210,8,45,98,165,41,"No",0,0.87,0.84,0,"No","No","No","Yes","No","Yes" +3123483,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1381616,159,4,7,22,22,33,11,19,34,38,21,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1397355,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","Yes","Yes","No","Yes" +3267154,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2152474,245,2,0,123,123,123,0,50,52,55,15,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1614598,25,2,2,36,78,124,5,16,35,37,4,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +1949246,36,2,0,0,0,0,1,4,8,12,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2018391,190,8,0,35,35,115,0,0,0,0,0,"No",0,0.97,0.87,0,"No","No","No","Yes","No","No" +1357403,0,8,0,3,5,6,8,9,11,11,2,"No",0,0.88,0.9,0,"No","No","Yes","Yes","No","Yes" +3048368,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2077676,290,2,65,493,925,1339,137,555,774,781,244,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1184096,18,4,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1684657,0,8,0,5,13,13,0,0,9,17,4,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2990702,13,2,0,0,0,0,0,0,0,1,0,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +2270363,59,8,0,0,0,0,0,0,3,3,0,"No",0,0.53,0.54,0,"No","No","Yes","Yes","No","No" +2996926,297,NA,0,0,0,0,4,7,10,20,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3261922,114,9,0,0,0,0,3,7,22,26,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1146175,0,2,0,26,36,36,0,2,2,2,0,"No",0,0.14,0.57,0,"No","No","No","Yes","No","Yes" +2843182,3,9,0,1,1,1,1,2,2,3,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1366006,-3,4,0,340,510,510,72,197,305,407,90,"No",0,0.66,0.69,3,"No","No","No","Yes","No","Yes" +1525997,193,NA,0,0,0,13,12,55,111,153,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1444689,6,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1983232,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1215821,93,2,0,0,0,0,1,3,3,3,7,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1462652,2,8,0,1,1,2,2,5,9,11,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2073157,38,9,0,0,0,0,0,1,1,1,0,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +2852721,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2933879,2,8,0,4,6,9,1,4,5,8,2,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1676577,5,2,0,0,2,2,0,0,0,0,1,"No",0,0.49,0.62,0,"Yes","No","No","Yes","No","Yes" +1223710,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1551640,13,8,2,10,14,16,4,12,25,47,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1256636,23,12,0,0,10,20,7,21,34,49,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1360732,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.44,0.41,0,"Yes","No","Yes","Yes","No","No" +2857734,116,52,0,0,0,0,2,5,8,11,1,"No",0,0.81,0.85,0,"Yes","No","No","No","No","No" +2152186,3,4,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2018023,6899,8,0,0,0,0,21,87,211,368,14,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2988619,8,8,0,0,0,0,3,13,32,48,3,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1339796,35,2,0,0,0,0,1,3,8,13,0,"No",0,0.75,0.88,0,"Yes","No","No","Yes","No","No" +1682479,5,12,4,1,1,1,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2929273,15,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1855747,2,NA,0,0,0,0,0,1,4,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1983616,21,2,0,0,0,0,0,1,1,1,0,"No",0,0,0.01,0,"Yes","No","Yes","Yes","No","No" +1772528,19,12,0,0,0,0,0,2,8,16,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1695063,28,2,0,0,0,0,0,0,1,11,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3055088,143,16,24,400,400,400,42,147,262,411,50,"No",0,0.63,0.57,0,"Yes","No","No","No","No","No" +2906075,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.43,0.59,0,"Yes","No","No","Yes","No","No" +1479852,0,9,0,17,22,32,14,24,39,45,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +2083735,210,2,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.75,0,"No","No","No","Yes","No","No" +1982818,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1868005,9,10,0,0,10,10,3,4,11,15,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1694852,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1407041,16,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1738379,1,8,0,6,8,11,1,4,9,12,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1517952,4,10,0,3,15,23,1,5,15,21,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +1805085,31,4,0,0,12,24,1,6,13,19,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3081627,3,9,0,0,0,0,1,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1894368,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2269208,2,2,0,4,4,4,2,6,9,9,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2883386,290,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +3252298,8,2,0,2,9,16,0,3,6,6,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1479633,4,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3277316,3,12,0,8,15,21,0,8,11,14,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2210245,138,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2875053,6,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1645750,7,8,0,4,8,12,0,3,6,10,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1725219,89,8,0,0,0,0,1,2,3,14,1,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1142482,4,2,0,2,6,10,0,8,12,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3016698,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +1464394,100,12,89,0,0,0,6,18,55,115,18,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2907773,189,2,0,180,396,612,0,1,1,1,49,"No",0,0.89,0.86,0,"No","No","Yes","Yes","No","No" +1325929,1,8,0,29,29,41,9,19,33,40,0,"No",15,0.75,0.74,0,"No","No","No","Yes","No","Yes" +1519265,0,8,0,154,154,154,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1857931,28,8,0,0,0,0,2,6,8,13,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1468510,6,8,0,32,32,32,8,20,32,46,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +3190854,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","No" +2292591,364,12,19,0,40,160,62,164,327,524,86,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2982665,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1997023,70,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2141919,88,4,0,0,0,0,5,18,18,18,2,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +1816625,1735,NA,0,0,0,0,6,24,42,69,13,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1965531,3,8,0,0,0,0,0,6,13,23,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +2841012,2,9,0,1,2,2,1,1,1,1,0,"No",1,0.85,0.82,0,"No","No","No","Yes","No","No" +1404709,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2294248,5,8,0,0,0,0,0,1,1,2,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1173073,0,4,0,6,9,10,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","Yes" +1787378,3,2,0,20,20,40,2,7,22,34,0,"No",0,0.07,0.07,0,"Yes","No","Yes","Yes","No","Yes" +1271618,2,8,0,1,1,1,0,0,1,3,3,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2986939,10,2,0,0,0,0,3,8,13,20,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1717082,386,12,0,0,0,0,1,5,6,9,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1843260,80,8,0,0,0,0,0,0,0,2,0,"No",0,0.69,0.57,0,"No","No","No","Yes","No","No" +2804956,424,2,57,1376,2736,4256,400,1233,2556,3718,132,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3231245,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1522316,-1,2,0,98,186,263,20,43,44,44,13,"No",0,0.98,0.92,1,"Yes","No","No","Yes","No","Yes" +3032632,2,4,0,1,2,3,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3075496,1106,8,543,2095,3835,5745,826,2345,4251,6089,461,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +2230823,0,2,0,477,717,788,0,0,0,0,38,"No",0,0.94,0.93,0,"No","No","No","Yes","No","Yes" +1898756,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1648802,526,8,512,0,0,0,53,152,359,585,50,"No",0,0.71,0.7,0,"No","No","No","Yes","No","No" +1210871,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2965037,307,2,0,0,0,0,0,0,4,5,2,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +3260069,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1780673,292,8,0,1000,1000,1000,0,0,0,0,0,"No",0,0.66,0.66,0,"No","No","Yes","Yes","No","No" +2908754,133,NA,4,0,0,0,48,144,301,514,56,"No",0,-99,-99,0,"No","No","No","No","No","No" +1910365,72,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2983547,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1390615,2,2,0,7,13,17,2,5,8,12,1,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +1712774,4,8,0,100,100,100,15,31,49,63,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1459170,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1592098,14,2,0,0,0,0,2,3,8,9,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1189775,-272,8,229,1584,2400,3552,869,3202,5300,7399,1148,"No",0,0.99,0.99,292,"No","No","No","Yes","No","Yes" +1113377,30,8,0,35,35,35,8,19,49,75,6,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1339369,461,NA,0,0,0,0,1,6,13,17,4,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1632028,33,8,0,0,0,0,0,0,0,0,1,"No",0,0,0.17,0,"No","No","No","Yes","No","No" +2857198,2,NA,0,0,0,0,0,0,1,1,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +2014352,0,2,0,100,100,200,23,55,105,130,0,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +3234756,34,8,0,0,0,0,0,2,2,2,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +3218534,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1492055,5,2,0,10,10,10,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1288136,92,2,113,116,290,522,80,241,451,640,52,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2245987,41,8,0,0,0,0,1,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1735916,68,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1173556,70,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2185134,23,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1528091,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1266445,972,2,0,0,0,0,0,0,0,55,0,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1788764,5,8,0,26,50,68,11,17,39,61,1,"No",0,0.65,0.74,0,"No","No","No","Yes","No","No" +3019816,-300,8,0,1101,1656,2256,343,743,1571,2577,113,"No",0,0.52,0.43,300,"No","No","No","Yes","No","No" +1556541,74,8,16,60,104,148,28,84,140,233,37,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1221381,21,8,0,0,0,0,5,6,12,19,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2061996,16,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3001550,11,9,0,0,0,0,0,2,3,7,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1193261,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.93,0,"Yes","No","No","Yes","No","No" +1591925,3,2,0,13,25,25,1,5,8,18,3,"No",13,0.05,0.41,0,"No","No","Yes","Yes","No","Yes" +2988380,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1161209,4,8,0,1,1,2,1,2,3,4,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1321856,0,8,0,0,0,0,0,14,37,51,7,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2995270,61,8,14,55,117,174,19,77,161,277,20,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1887900,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2870832,0,4,4,1,4,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1411468,69,2,0,0,0,0,0,40,40,40,0,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +1904273,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1672131,465,2,75,626,1256,1828,191,615,1225,1832,150,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +3284365,19,8,0,36,73,110,6,27,88,108,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3023269,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2108870,264,8,240,520,520,520,0,3,12,15,0,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +1667494,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1237169,923,8,0,0,0,0,0,0,1,2,2,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +3192987,0,2,0,4,7,9,0,0,0,0,1,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1281397,242,2,0,240,432,624,7,9,9,9,78,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1829516,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2085714,10,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3037541,116,8,0,90,90,90,0,108,119,339,1,"No",0,0.62,0.56,0,"No","No","Yes","Yes","No","No" +2004724,32,2,2,222,342,469,38,134,271,403,62,"No",14,0.66,0.69,1,"No","No","Yes","Yes","No","Yes" +1540901,8,4,10,12,18,21,3,6,13,26,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1377244,7,2,0,0,24,24,1,3,6,13,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1557065,1,8,0,7,13,16,4,9,14,24,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +2971584,213,12,0,276,276,276,2,14,21,30,1,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +3096760,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1848855,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.92,0,"No","No","Yes","Yes","No","No" +1298984,-8,8,8,684,1072,1392,165,506,982,1459,247,"Yes",0,0.84,0.9,19,"No","No","Yes","Yes","No","Yes" +3252660,7,8,0,6,12,14,4,9,12,16,0,"No",0,0.98,0.87,0,"No","No","No","Yes","No","No" +3284435,25,2,0,0,0,0,0,0,3,3,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3012450,8,2,12,39,78,130,12,44,76,102,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2930936,35,8,0,24,48,96,4,30,51,80,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1857596,15,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1741380,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2935462,9,8,0,0,0,0,0,1,1,8,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","No" +3057719,2,52,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.94,0,"Yes","No","No","No","No","No" +2092252,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1343444,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1866443,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1874246,0,2,0,40,40,40,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2973627,7,8,0,6,6,6,1,2,5,11,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1193608,22,2,0,0,0,0,1,3,3,3,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +3190903,1,2,0,7,13,19,2,8,13,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2210975,261,12,9,250,500,500,44,160,341,536,77,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1312028,73,12,0,0,0,0,1,1,3,4,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2172204,0,12,0,5,5,5,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","Yes" +1863743,15,8,0,6,27,51,3,19,51,66,2,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +1352212,98,2,0,0,0,0,1,7,9,9,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +3170400,8,2,0,1,1,1,0,3,7,7,0,"No",0,0.7,0.73,0,"Yes","No","No","Yes","No","No" +1215917,138,NA,0,0,0,0,0,4,7,14,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1618978,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2925272,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2905332,15,8,1,20,40,40,6,11,31,56,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1922696,4,2,0,0,0,0,2,4,6,7,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1359606,1,12,0,43,57,78,11,23,41,55,2,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1625904,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1354338,0,8,0,2,2,3,0,1,1,1,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","Yes" +3006169,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.27,0.26,0,"Yes","No","Yes","Yes","No","No" +1993434,14,4,0,0,0,0,1,1,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2237858,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","Yes","Yes","No","No" +1507346,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +1130811,2,2,0,2,4,6,0,1,2,2,0,"No",1,0.09,0.06,0,"No","No","No","Yes","No","No" +1726521,5,8,0,62,94,126,13,40,68,108,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1905549,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.69,0,"No","No","Yes","Yes","No","No" +1562914,0,12,0,30,35,48,2,13,23,35,0,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +1839138,1348,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1521373,105,12,0,0,0,0,0,0,0,1,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1134020,39,NA,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1152006,6,NA,0,69,119,167,6,38,74,95,16,"No",4,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1757488,2,8,0,0,0,1,0,0,1,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3063573,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.67,0,"No","No","Yes","Yes","No","No" +2227434,9,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +3277437,16,8,0,0,0,0,0,5,9,13,0,"No",0,0.71,0.63,0,"Yes","No","No","Yes","No","No" +2212368,17,2,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.82,0,"Yes","No","No","Yes","No","No" +1700830,0,8,0,25,25,25,0,6,20,28,13,"No",0,0.95,0.96,1,"No","No","No","Yes","No","Yes" +3161442,39,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1366766,2,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2867064,150,2,104,36,156,284,6,7,8,8,29,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +3272247,157,2,40,200,320,560,57,168,379,540,68,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1280002,0,8,0,14,26,36,0,0,0,0,0,"No",0,0.88,0.88,0,"No","No","Yes","Yes","No","No" +3069067,673445,8,170976,1126656,2094336,3062016,295197,934593,1799099,2631590,192978,"No",0,0.55,0.74,0,"No","No","No","Yes","No","No" +1843677,8,2,0,12,24,36,10,18,35,45,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +3253187,63,8,0,0,0,0,1,1,5,8,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1131784,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1668247,12,8,0,0,0,2,0,4,12,22,1,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2877510,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2210295,0,8,0,15,22,29,2,15,27,37,0,"No",0,0.53,0.54,0,"No","No","No","Yes","No","Yes" +2089842,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1869320,49,8,3,40,83,108,6,20,65,95,12,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +3032804,3,4,1,0,0,1,0,0,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1975713,4,2,0,6,10,16,0,5,9,15,0,"No",0,0.91,0.85,0,"No","No","Yes","Yes","No","Yes" +2005613,6,8,0,0,1,4,0,3,6,7,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2820948,2180,52,0,0,0,0,0,2,18,35,5,"No",0,0.99,0.85,0,"Yes","No","No","Yes","No","No" +1820900,0,8,0,25,33,39,6,16,30,44,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1882845,1,8,0,16,36,46,5,14,19,20,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +1382795,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1134666,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +2061227,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1881277,36,8,0,42,82,129,11,27,60,86,0,"No",9,0.82,0.75,0,"No","No","No","Yes","No","No" +1220704,-171,NA,4,0,0,0,66,183,325,462,45,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3242175,16,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1447814,8,8,0,0,0,0,0,0,1,2,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3116717,1509,12,0,0,1140,1800,84,430,895,1488,83,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3199859,1,4,0,1,2,2,1,2,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2190445,2,8,0,31,51,61,5,18,31,45,8,"No",0,0.25,0.29,0,"No","No","No","Yes","No","Yes" +1778182,71,8,0,0,0,0,2,4,6,12,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","No" +1395959,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2864893,24,8,0,2,4,6,0,0,0,0,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +1193555,3,10,0,0,0,0,1,1,1,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1821243,280,2,0,0,120,240,5,5,204,484,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +3268742,14,8,0,55,55,55,4,18,27,43,0,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +3031857,20,2,0,0,0,0,0,1,13,13,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +3191636,7113,NA,0,0,0,0,0,18,36,54,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1547161,2,4,0,18,30,42,7,11,19,26,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +1409347,20,8,0,0,0,20,0,3,18,30,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3210381,2,8,0,0,0,0,3,3,3,3,2,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1956772,0,9,0,5,7,7,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2001271,1,2,0,0,0,0,0,0,2,3,0,"No",0,0.67,0.79,0,"No","No","No","Yes","No","No" +1769358,8,8,0,0,4,12,2,4,8,11,6,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1387210,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2079068,2,9,0,0,1,1,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1543804,7,8,0,240,240,240,4,24,59,95,3,"No",0,0.5,0.33,0,"No","No","No","Yes","No","Yes" +1816218,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1181611,90,2,25,65,143,234,21,53,101,150,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1442927,377,12,0,0,0,0,2,9,16,28,1,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3147673,13,12,0,0,0,0,0,0,1,2,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2227574,6,14,0,7,13,17,0,10,14,22,1,"No",0,0.5,0.48,0,"No","No","Yes","Yes","No","No" +1366195,22,2,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +1351728,20,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2907213,527,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3012036,10,NA,0,0,0,0,0,0,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1213954,64,4,0,0,19,38,8,24,61,104,1,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2166650,25,14,0,0,0,0,0,2,2,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1965890,270,12,2,260,580,1180,115,639,1098,1468,100,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2055662,5,9,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1676419,0,8,0,2,2,2,0,0,1,2,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +2046477,247,12,0,99,99,99,1,3,3,3,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2110437,5,2,0,0,4,8,1,2,8,10,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2049959,6,8,0,0,0,0,0,0,0,1,1,"No",0,0.75,0.85,0,"Yes","No","No","Yes","No","No" +1610168,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2313942,0,8,0,0,0,0,0,0,0,4,2,"No",0,0.96,0.89,0,"Yes","No","No","Yes","No","No" +1930269,15,2,0,0,0,0,0,0,0,4,0,"No",0,0.43,0.23,0,"Yes","No","Yes","Yes","No","No" +3256899,12900,8,16985,11625,29625,47875,6204,18170,34765,50920,5438,"No",0,0.99,0.98,286,"No","No","No","Yes","No","No" +1644941,1,3,0,5,8,11,0,4,5,8,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +3203158,2,2,0,4,10,18,1,5,11,18,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2311860,14,8,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1178791,20,17,0,0,0,0,0,0,2,2,1,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2891180,1060,4,584,1920,3440,4800,314,1005,2095,3169,999,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1411323,1,8,0,2,3,5,0,3,3,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1128536,36,8,1,38,76,95,12,34,62,110,20,"No",0,0.6,0.57,0,"No","No","No","Yes","No","No" +1335789,10,8,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1417036,2,2,0,6,6,6,0,0,0,0,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1764559,19,2,0,40,80,160,14,33,60,82,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1549495,1,8,1,350,350,350,12,23,54,78,0,"No",0,0.75,0.8,0,"No","No","No","Yes","No","Yes" +1985639,32,8,35,7,42,79,11,37,76,114,14,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1807644,65,8,19,160,304,448,110,307,544,593,53,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1898015,2,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1353750,11,8,8,0,6,12,3,6,12,21,2,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +1908849,62,12,5,115,200,305,37,130,237,357,29,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1129467,10,12,0,0,0,0,0,1,1,1,1,"No",0,0.05,0.24,0,"No","No","Yes","Yes","No","No" +1730704,1613,12,0,0,0,0,56,234,606,1586,109,"No",0,0.38,0.47,0,"No","No","No","Yes","No","No" +1442280,0,8,0,66,95,95,0,0,0,0,13,"No",0,0.77,0.65,0,"Yes","No","Yes","Yes","No","Yes" +3158856,33,8,0,20,40,60,4,15,36,64,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1781423,1,9,0,5,8,11,9,12,15,18,6,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1335902,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","Yes" +1297942,80,0,0,0,0,0,0,2,4,5,1,"No",0,0,0,0,"No","No","No","No","No","No" +1841187,0,8,0,2,2,2,0,0,0,1,2,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +2153392,6,8,0,0,0,0,0,0,0,2,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1971688,38,8,0,0,0,0,0,0,0,4,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2234790,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +2005475,0,8,0,7,7,14,0,1,8,8,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1888325,1,8,0,2,4,5,0,1,2,4,2,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +3011824,9,4,0,0,0,0,0,1,4,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2855261,154,8,96,200,344,512,93,206,385,590,157,"No",0,0.11,0.37,0,"No","No","Yes","Yes","No","No" +2232345,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1717643,0,4,0,0,0,0,1,1,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1606190,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","Yes","No","Yes","No" +1652927,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +3233337,10,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1328961,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1410552,0,2,0,4,6,6,0,0,0,0,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +3142314,1227,8,0,0,0,0,23,28,66,106,19,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +2840224,894,8,14,0,0,0,11,44,105,153,30,"No",0,0.1,0.1,0,"No","No","No","Yes","No","No" +1379294,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2019493,64,8,63,63,126,189,21,61,121,180,28,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1281775,24,15,0,0,38,57,1,14,49,86,5,"No",0,0.06,0.09,0,"No","No","No","Yes","No","No" +3042842,2,8,0,80,149,226,21,55,82,93,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1499550,90,10,0,0,0,324,10,31,56,97,18,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2232480,0,8,0,120,120,120,0,0,3,16,0,"No",0,0.92,0.66,0,"No","No","No","No","No","No" +1988487,42,8,0,0,0,0,0,0,3,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2046416,4,2,0,4,8,12,2,6,7,14,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3188451,5,0,0,15,24,33,3,9,14,24,1,"No",0,0,0,0,"No","No","No","No","No","No" +2311499,30,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2955619,420,12,0,0,0,0,0,10,15,15,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2213198,72,8,2,0,0,15,4,17,36,74,16,"No",0,1,1,0,"No","No","No","Yes","No","No" +2863192,921,8,0,0,0,0,28,219,357,526,83,"No",0,1,1,0,"No","No","No","Yes","No","No" +1730210,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2894183,0,9,0,18,34,42,4,10,26,38,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","Yes" +2133293,130,4,0,60,60,88,0,26,111,116,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1497285,1,8,0,3,5,7,3,3,5,7,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","Yes" +1617450,0,8,0,15,30,40,1,8,22,38,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1221427,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +2962843,2,8,0,0,1,2,0,1,1,1,1,"No",0,0.91,0.84,0,"No","No","Yes","Yes","No","No" +2836130,0,2,0,12,12,12,1,2,2,2,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2133216,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1750666,62,8,103,800,1430,2295,43,422,1068,1318,31,"No",0,0.95,0.95,8,"No","No","No","Yes","No","No" +3102332,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2111974,0,9,0,2,3,4,0,2,2,3,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1780461,3,5,0,0,1,3,0,2,2,4,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1859306,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +3078080,37,12,0,0,0,0,7,14,25,27,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +3258429,153,8,53,280,490,700,94,241,496,701,143,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3056145,5,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1175676,9,8,0,0,0,0,1,2,7,10,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1997177,4962,9,0,0,0,0,594,5075,9481,14379,67,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1922368,354,8,0,0,0,1,1,2,4,9,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2207758,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1943877,0,12,0,10,16,17,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1434325,1,2,0,0,0,0,1,1,2,2,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2873373,913,2,110,1500,2500,4000,370,790,1389,1871,433,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +1868429,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1607094,6,2,0,3,9,15,0,0,9,9,1,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +2047878,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2995978,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1817614,2437,8,494,2040,4200,6600,841,2459,4650,7119,1001,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2245159,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.66,0.83,0,"No","No","No","Yes","No","No" +1616982,111,8,0,0,0,0,20,51,84,90,10,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1775989,5,2,0,12,12,12,2,5,5,10,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2953315,2,8,0,2,3,5,1,2,2,6,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +3149852,0,13,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1839254,6,8,0,10,15,25,6,12,23,31,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1162083,1,8,0,59,94,129,13,35,59,86,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2274543,1,9,0,2,3,4,2,3,4,5,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","Yes" +1171608,182,12,49,1147,1965,2577,177,574,1208,2047,389,"No",0,0.21,0.27,0,"No","No","No","Yes","No","No" +2295293,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1168619,369,8,0,0,0,0,0,0,0,0,2,"No",0,0.6,0.79,0,"No","No","No","Yes","No","No" +2226295,24,NA,0,0,0,0,1,1,1,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1691900,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1342045,154,16,0,0,0,0,0,0,3,5,0,"No",0,0.62,0.68,0,"No","No","No","Yes","No","No" +1619357,50,8,0,72,120,152,12,45,99,165,21,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2936879,0,2,2,3,6,9,0,3,6,9,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1434955,1,8,0,7,12,17,3,5,7,12,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","Yes" +3034772,66,2,1,0,0,0,5,13,26,35,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1245817,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2037745,8,8,0,0,0,8,2,4,6,7,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1705291,72,2,12,50,100,150,15,51,108,165,20,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1210447,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2246101,3,2,0,2,2,2,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","Yes","Yes","No","No" +2076679,0,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1966801,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +2268292,4,10,0,0,0,1,0,0,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1953300,0,12,0,0,0,0,0,0,0,0,2,"No",0,0,0.16,0,"No","No","No","Yes","No","No" +1246016,2,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +1296371,0,2,0,17,27,32,0,0,0,0,0,"No",0,0.59,0.62,0,"Yes","No","Yes","Yes","No","Yes" +2860367,15,2,0,0,0,0,1,1,5,7,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2926956,163,52,0,0,0,0,3,6,10,16,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2886411,62,2,0,0,0,0,0,0,12,16,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2997970,0,8,0,8,11,18,3,10,14,18,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1943498,5,8,0,51,91,136,23,49,66,66,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1945235,8,2,0,29,56,80,12,30,59,92,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1612286,4,2,5,26,51,81,10,27,48,69,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1853788,28,9,0,12,12,12,0,0,10,22,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3261889,38,8,1,54,54,108,5,22,54,78,23,"No",33,0,0.08,0,"No","No","No","Yes","No","No" +2948878,64,8,0,0,0,0,7,18,58,95,2,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1955513,160,4,0,260,260,260,122,192,246,315,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2252623,10,8,0,0,0,0,0,0,0,4,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1121064,31,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1422858,38,8,0,0,0,0,2,9,18,26,0,"No",0,0.6,0.78,0,"No","No","No","Yes","No","No" +2854536,91,8,4,160,296,422,52,135,256,368,60,"No",0,0.87,0.87,0,"No","No","No","Yes","No","No" +2190058,325,8,3960,660,660,660,0,373,375,379,238,"No",660,0.57,0.64,0,"No","No","Yes","Yes","No","No" +1314183,8,8,0,8,26,35,0,5,11,26,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1980508,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","Yes","Yes","No","No" +2997103,5,8,0,8,8,12,2,3,7,11,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1158656,410,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1705090,50,8,0,500,500,500,94,145,229,364,18,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1676503,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2311134,76,8,3,1268,1748,2288,279,827,1496,2267,478,"No",80,0.53,0.54,4,"No","No","Yes","Yes","No","Yes" +1183706,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1993697,14,8,0,30,60,90,17,46,83,122,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1896937,5,2,0,15,20,20,8,8,15,15,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2971056,52,2,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2230289,43,8,1,12,36,60,8,23,41,69,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1521357,11,8,1,18,28,43,5,13,27,35,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1303445,27,2,0,0,0,0,0,0,0,0,2,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +1731146,21,2,0,0,0,0,12,39,45,45,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +1461864,21,8,0,12,24,40,3,15,40,63,16,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +1830566,0,9,0,2,3,4,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1379770,34,8,0,96,192,288,23,56,108,204,16,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +1184527,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2223614,-1,8,0,25,25,26,1,3,18,29,13,"No",0,0.97,0.96,2,"No","No","No","Yes","No","Yes" +2315574,8,8,0,15,15,25,2,7,13,20,0,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +1353041,-1,8,0,22,32,42,9,14,27,31,2,"No",0,0.96,0.96,1,"No","No","No","Yes","No","Yes" +3096646,119,8,14,96,144,240,48,110,221,340,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1159573,1,2,0,0,0,3,0,2,2,4,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +3216288,66,8,23,30,60,100,27,54,82,121,34,"No",0,0.77,0.79,0,"No","No","Yes","Yes","No","No" +2934100,0,10,0,12,12,12,0,0,0,0,1,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +1369677,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1396022,5,2,0,0,0,1,0,0,2,5,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1334594,117,3,0,0,0,0,1,5,8,9,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1236661,0,12,0,0,0,0,0,50,52,56,52,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +2808894,313,2,0,260,780,1040,444,465,466,1019,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2865238,-56,NA,0,0,0,0,3,3,3,22,26,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2177868,30,4,6,0,0,0,1,1,1,1,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2174594,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.13,0.17,0,"Yes","No","No","Yes","No","Yes" +1981550,34,8,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1672840,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.85,0.89,0,"Yes","No","Yes","Yes","No","No" +3222807,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1490367,46,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1951408,32,8,0,0,6,18,0,18,46,53,0,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1221396,2,8,24,20,40,60,12,32,61,90,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1480091,5,8,0,12,24,24,6,8,15,21,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +1548740,62,2,0,100,200,250,5,16,16,16,47,"No",0,0.87,0.94,0,"Yes","No","No","Yes","No","Yes" +1412293,3,8,0,3,4,7,1,2,6,8,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2941840,3,2,0,9,9,9,0,0,0,0,0,"No",0,0.44,0.24,0,"Yes","No","No","Yes","No","No" +1495083,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1391515,26,8,0,0,0,0,0,2,5,5,0,"No",0,-99,1,0,"Yes","No","No","Yes","No","No" +1705821,109,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1932265,2,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1316988,-1,16,0,6,7,9,0,2,4,4,1,"No",0,0.44,0.46,1,"No","No","No","Yes","No","Yes" +2291423,554,12,0,0,0,0,5,14,40,85,25,"No",0,-99,0.25,0,"No","No","No","No","No","No" +1575851,47,NA,0,0,0,0,0,2,2,5,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3066300,1,8,0,1,1,2,2,2,2,4,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +3249650,11,2,0,5,5,5,0,0,0,0,0,"No",0,0.91,0.91,0,"Yes","No","No","Yes","No","No" +3064465,20,8,0,0,0,0,0,0,0,2,0,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +1270137,15,2,0,0,0,0,0,2,9,9,1,"No",0,0.32,0.15,0,"Yes","No","No","Yes","No","No" +1259812,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.16,0,"No","No","No","Yes","No","No" +2031666,6,8,0,0,5,10,1,4,7,9,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2033917,39,9,0,0,0,0,13,46,66,92,20,"No",0,0.86,0.86,0,"No","No","Yes","Yes","No","No" +1445859,47,2,0,65,130,195,23,56,125,150,12,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1875159,313,8,122,120,240,360,20,141,396,615,51,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1204413,0,8,0,4,6,8,4,6,7,8,0,"No",0,0.88,0.7,0,"No","No","Yes","Yes","No","Yes" +2900671,486,NA,0,0,0,0,2,9,13,16,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1695804,-13,8,3,286,580,580,48,161,514,640,44,"No",0,0.83,0.85,14,"No","No","No","Yes","No","Yes" +1685373,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1146860,236,8,3,100,300,500,45,144,299,465,62,"No",0,0.97,0.99,0,"No","No","No","Yes","No","No" +2960353,3,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1701763,2,9,0,0,0,1,0,1,1,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1873144,7,9,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2997032,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.69,0,"Yes","No","Yes","Yes","No","No" +1539982,7,8,6,2,8,14,0,7,10,17,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1551416,30,8,28,70,120,201,15,63,127,228,16,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1622295,22,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"Yes","No","No","Yes","No","No" +1859297,0,12,0,62,62,62,0,0,0,0,1,"No",2,0.68,0.57,0,"No","No","No","Yes","No","Yes" +1950677,2,4,0,4,8,14,5,7,16,20,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","Yes" +1610639,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2118538,2,12,0,40,40,60,12,21,33,51,9,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1832108,10,8,1,12,24,40,9,24,52,75,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3033262,5,8,0,0,0,0,1,1,1,2,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2979210,513,2,370,1700,2800,3800,589,1390,2486,3580,467,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +3030159,1,12,0,150,150,150,0,0,0,0,1,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +3229834,5,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2308722,47,8,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1988498,1,2,0,14,21,28,9,15,30,42,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2978787,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2019092,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1411006,218,12,112,596,1240,1852,251,706,1088,1089,117,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2947770,106,8,0,0,0,0,0,0,1,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1196648,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1975751,5,2,0,64,64,64,7,7,7,7,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +2204776,7,10,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1419487,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2818618,3,12,0,0,2,3,1,2,3,5,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +3158401,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1463471,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.65,0,"Yes","No","No","Yes","No","No" +3226232,3,8,20,42,70,98,7,29,37,50,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1415538,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1133414,598,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.78,0,"Yes","No","No","Yes","No","No" +2233139,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","Yes" +2170123,11,4,0,0,0,0,2,7,7,7,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +3070895,993,0,265,450,1050,1800,310,858,1606,2315,257,"No",0,0,0,0,"No","No","No","No","No","No" +3001043,21,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2287362,3,4,0,56,56,56,0,7,11,11,1,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1652663,6,9,0,0,0,0,1,4,5,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2048765,17,8,0,0,0,0,0,1,5,7,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +2048093,56,12,0,0,0,0,2,6,8,13,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1246290,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","Yes","Yes","No","Yes" +3243355,2,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1754310,40,8,0,0,0,0,4,11,24,33,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1209651,7,8,0,15,25,45,5,13,26,40,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +2238674,0,8,0,115,160,160,0,0,0,0,20,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","Yes" +1412673,7,9,0,0,10,10,2,4,7,13,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1774106,2,9,2,1,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2096576,160,2,317,192,432,592,68,306,502,647,85,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2079436,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +2179146,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2254134,699,12,0,0,0,0,1,1,3,3,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1443476,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.4,0,"No","No","No","Yes","No","No" +1721999,4,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1442346,166,12,0,270,270,270,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +1862544,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1173806,170,52,0,0,0,0,5,6,23,28,11,"No",0,0.82,0.75,0,"Yes","No","No","Yes","No","No" +2954468,91,2,5,28,70,126,23,84,175,244,26,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1552512,0,8,0,3,4,6,2,2,4,5,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1585620,5,12,0,0,1,3,1,2,5,6,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2253055,12,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.2,0,"No","No","No","Yes","No","No" +1802679,1,8,0,2,4,5,0,2,3,5,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3015764,115,NA,0,0,0,0,0,1,1,4,8,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1262607,417,NA,184,0,0,0,212,745,1311,2277,384,"No",0,-99,-99,0,"No","No","No","No","No","No" +1385447,23,8,0,0,0,0,0,0,0,0,4,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1177927,2,3,0,3,3,3,0,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1418638,14,2,0,0,0,0,0,2,4,4,1,"No",0,0.73,0.52,0,"No","No","No","Yes","No","No" +2895750,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1459206,38,12,0,48,96,136,1,35,67,127,3,"No",0,0.38,0.47,0,"No","No","No","No","No","No" +1995133,242,8,182,0,0,0,10,33,62,91,19,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3025686,29,2,0,0,0,18,0,10,15,18,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1863989,36,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2838317,14,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2282184,0,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"Yes","No","No","No","No","Yes" +2947453,0,12,0,6,6,6,0,0,0,1,0,"No",2,0.57,0.68,0,"No","No","No","Yes","No","No" +3227197,2,8,0,3,5,6,1,4,6,7,0,"No",0,0.82,0.9,0,"No","No","Yes","Yes","No","No" +2314121,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1788072,14,12,0,4,4,4,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2940791,94,8,59,0,0,0,6,15,54,89,54,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1747173,33,8,0,0,0,0,1,3,6,7,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2044127,6,8,0,0,0,0,1,1,2,2,1,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","No" +1913912,-20,6,22,66,132,176,21,72,142,214,22,"No",0,0.78,0.78,20,"No","No","No","Yes","No","Yes" +2809864,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1732743,0,8,0,5,6,6,0,0,0,0,0,"No",1,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1635141,5,9,0,0,0,8,0,1,2,7,1,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1326792,0,8,0,1,2,2,0,1,2,2,0,"No",0,0.42,0.46,0,"No","No","Yes","Yes","No","Yes" +1164963,10,8,0,0,0,0,0,0,2,6,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1940629,1,14,0,27,27,32,2,9,19,27,2,"No",0,0.41,0.45,0,"No","No","No","Yes","No","Yes" +3284754,0,4,0,11,11,11,1,1,1,1,0,"No",0,0.57,0.68,1,"Yes","No","No","Yes","No","Yes" +3152123,1,8,0,31,51,65,9,22,34,46,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2025105,1,8,0,0,0,0,0,0,0,1,1,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1339759,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +3116660,3,2,0,15,15,15,0,0,0,0,7,"No",0,0.83,0.8,0,"Yes","No","No","Yes","No","No" +1307597,25,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2081618,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.82,0,"No","No","No","Yes","No","No" +1727130,1,8,0,2,3,5,0,2,3,4,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","No" +2817917,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1538357,36,12,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2857782,11,3,0,0,0,0,1,1,2,3,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3198220,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1333990,254,8,0,0,0,0,4,7,12,19,2,"No",0,0.83,0.83,0,"Yes","No","No","Yes","No","No" +2246051,0,8,0,12,25,35,9,16,26,34,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +1819301,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2005635,1,2,0,5,5,5,26,30,51,68,3,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2836071,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1118847,14,8,0,112,112,212,45,66,112,153,21,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2945425,14,9,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1680004,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +3015745,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3221798,5,2,0,0,0,0,2,2,8,8,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1398511,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2070442,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1511286,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3168658,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2964568,6,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1979570,1,8,0,12,12,12,0,0,1,1,0,"No",0,0.51,0.53,0,"Yes","No","Yes","Yes","No","No" +1749265,2,12,0,9,16,20,0,4,9,15,0,"No",8,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1620151,0,12,0,62,62,62,0,0,0,0,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","Yes" +2150843,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2139707,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1740168,4,4,0,0,1,2,1,1,2,12,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1712310,0,2,0,10,11,11,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +2173011,4,8,0,1,3,4,1,2,6,11,0,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +1660829,87,8,0,0,0,0,0,0,2,4,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1665122,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1310860,23,13,0,10,10,10,0,2,9,15,9,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2968483,51,12,17,70,140,196,21,74,150,225,30,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1272490,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1195786,93,8,0,0,0,0,1,5,8,10,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +2227189,4379,NA,2,0,0,0,59,153,306,548,87,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3087963,38,8,0,0,11,11,7,15,35,64,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1998453,113,2,0,0,0,0,0,2,102,102,1,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1830804,2,2,0,5,9,11,3,5,8,8,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","Yes" +3074921,14,2,0,0,0,0,8,10,14,16,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2145418,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1901192,10,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1747515,13,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1886584,4,8,18,10,40,70,6,35,60,83,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1624684,26,12,0,0,0,0,0,1,9,16,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1500990,6,2,12,29,53,77,6,27,50,62,0,"No",1,0.96,0.97,0,"No","No","No","Yes","No","Yes" +3260089,100,12,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +2033165,77,NA,4,0,225,225,12,40,76,138,20,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2999143,16,2,0,80,80,80,1,3,19,25,0,"No",0,0.27,0.26,0,"Yes","No","No","No","No","No" +1896249,2,8,0,11,21,27,6,11,19,26,3,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1592567,375,8,233,308,770,1232,173,532,1099,1749,331,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1955027,-82,16,0,1220,1220,1220,53,369,484,585,80,"No",28,0.91,0.93,82,"No","No","No","Yes","No","Yes" +1963144,20,8,0,12,12,12,0,13,19,21,6,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2929059,-1,8,0,3,5,6,1,3,6,6,0,"No",0,1,1,1,"No","No","No","Yes","No","Yes" +1164589,31,2,0,0,20,60,6,20,44,61,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2025324,8,2,0,1,4,6,1,3,3,3,0,"No",0,0.91,0.49,0,"Yes","No","No","Yes","No","No" +1885584,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3178436,20,8,0,52,102,152,14,45,69,95,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2864253,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1923988,0,9,0,4,6,7,1,4,4,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2909706,127,9,0,0,0,0,1,1,5,14,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1964073,151,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +3080897,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +2952509,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1846029,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","No" +3107651,86,8,0,0,0,0,5,5,9,9,0,"No",0,0.81,0.88,0,"No","No","No","Yes","No","No" +1421234,19,8,14,46,112,178,15,61,103,142,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2808999,10,4,0,0,0,0,0,2,2,2,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2970703,136,12,1,280,460,688,77,242,445,635,130,"No",0,0.21,0.26,0,"No","No","No","Yes","No","No" +2255047,10,8,0,10,20,30,2,6,11,14,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1587713,3,8,0,0,1,2,0,0,3,5,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +2084821,666,NA,0,0,0,0,0,4,565,1295,207,"No",0,-99,-99,0,"No","No","No","No","No","No" +1481303,415,8,0,121,121,121,0,6,22,22,8,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2238264,16,8,0,32,64,96,6,22,37,58,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1787338,6,8,0,89,145,201,28,78,148,218,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2248247,2,8,0,0,2,3,2,2,6,7,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1779703,338,2,0,0,0,0,0,2,2,2,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1622743,24,NA,0,0,0,0,2,3,7,8,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2032631,4,8,10,9,18,27,4,12,26,33,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1440235,12,12,0,0,0,0,0,0,4,4,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1516302,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1237695,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +2840268,174,NA,0,0,0,0,1,4,14,20,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2064255,3,2,0,6,12,18,1,5,9,14,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1385261,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.23,0.26,0,"No","No","No","Yes","No","No" +1679798,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3113420,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1526292,0,12,0,105,105,105,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1364151,88,8,202,0,0,0,17,69,135,239,25,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1128656,0,8,0,3,5,6,0,3,4,4,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +3133272,130,52,0,0,0,0,3,8,22,34,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1245712,13060,8,430,0,0,0,33,19597,58616,78206,117,"No",0,1,1,0,"No","No","No","Yes","No","No" +2179236,90,8,0,30,30,60,7,29,56,89,18,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +3273127,253,2,0,0,0,0,1,6,12,20,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1340255,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1927539,177,52,0,0,0,0,2,12,24,40,5,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +2074408,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +3265694,4931,8,0,0,0,0,0,0,5,7,19,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3080504,2,8,0,0,0,1,0,1,1,1,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +2265697,1,9,0,14,21,28,7,14,24,41,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1928832,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1533734,7,0,0,0,0,0,1,3,6,7,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3020014,68,2,0,44,104,176,22,69,170,198,9,"No",0,0.38,0.51,0,"Yes","No","No","Yes","No","No" +1286223,181,2,0,108,108,216,23,83,202,300,46,"No",108,0.78,0.73,0,"No","No","Yes","Yes","No","No" +2953807,44,12,0,0,36,36,1,24,54,68,26,"No",0,0.76,0.83,0,"No","No","No","Yes","No","No" +1553178,4,2,0,9,9,9,1,3,7,11,0,"No",0,-99,0,0,"No","No","No","Yes","No","Yes" +1935909,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2909612,15,8,5,44,89,140,13,54,89,89,0,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1297367,111,11,81,233,443,623,75,202,395,602,70,"No",0,0.88,0.74,0,"No","No","No","Yes","No","No" +2940105,10,8,0,0,0,0,0,0,1,4,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1131533,53,2,0,0,0,0,2,6,12,12,0,"No",0,0.26,0.32,0,"Yes","No","No","Yes","No","No" +2928224,36,12,0,150,150,300,21,57,121,191,21,"No",0,0.87,0.94,0,"No","No","Yes","Yes","No","No" +3000148,3,9,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1228411,5583,15,0,500,500,1000,2,2,7,17,8,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1475049,0,2,0,54,117,171,19,52,97,149,0,"No",18,0.99,0.99,0,"No","No","No","Yes","No","No" +1839831,2,8,0,0,0,0,0,0,1,1,1,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1320721,6,15,0,3,7,7,1,3,8,11,1,"No",0,0.84,0.71,0,"No","No","No","Yes","No","No" +1254479,272,8,0,122,372,522,56,193,425,701,57,"No",0,0.69,0.81,0,"No","No","No","Yes","No","No" +1896888,1,4,0,3,5,7,3,3,3,3,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","Yes" +1815254,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1675493,1,8,0,2,3,5,1,2,3,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2141453,1,8,0,0,0,0,0,3,14,21,8,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","No" +1755328,150,8,116,72,216,288,24,132,253,396,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1794028,10,9,31,0,7,14,3,21,52,69,13,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1124243,2,8,0,25,45,63,7,26,47,64,0,"No",4,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1854509,164,8,7,174,342,462,54,159,404,592,60,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1983133,128,8,74,328,640,902,53,262,542,895,107,"No",0,0.51,0.69,0,"No","No","No","Yes","No","No" +2042380,6,2,0,8,8,8,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1147716,596,12,4,0,0,96,44,125,379,830,82,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3194330,4970,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +1727059,15,8,0,0,7,21,5,14,22,32,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2992850,43,2,0,0,0,0,0,5,15,17,0,"No",0,0.94,0.85,0,"No","No","No","Yes","No","No" +1647516,9,12,6,92,157,217,26,68,122,170,42,"No",15,0.22,0.26,0,"No","No","No","Yes","No","Yes" +1747763,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1506020,1121,52,2,0,0,0,9,47,85,143,38,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1343861,155,4,0,0,0,0,0,1,1,9,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1699553,100,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1624484,85,8,12,28,68,88,15,39,96,142,22,"No",0,0.79,0.65,0,"No","No","No","Yes","No","No" +2246231,30,2,0,0,0,0,1,10,15,21,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1937106,23,8,20,0,0,0,2,5,11,12,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2283302,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2093598,175,8,0,0,0,0,1,1,4,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2228477,13,8,0,0,0,0,0,0,3,5,1,"No",0,0.61,0.61,0,"No","No","Yes","Yes","No","No" +1223564,2621,NA,0,0,0,0,2,15,26,38,39,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2925112,55,8,0,6,6,6,7,14,29,55,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2144232,79,8,10,330,618,834,89,313,512,745,74,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","Yes" +3259789,227,8,3,544,1020,1496,108,369,815,1260,130,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +2289868,5,8,0,0,5,5,2,3,4,6,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2846636,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1776253,37,8,1,80,144,208,29,79,128,174,32,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +2984486,55,NA,0,0,0,0,0,1,3,6,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1202335,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2133561,26,8,0,0,0,17,1,4,13,34,5,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1968763,9,12,8,2,2,2,0,0,0,0,1,"No",2,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1183360,20,8,14,66,119,189,22,76,132,191,29,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1977016,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1386143,1,2,0,5,13,20,3,6,16,22,2,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +1250740,0,8,0,26,42,74,5,17,25,43,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1793902,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1531526,91,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3188894,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1501631,4872,2,0,0,0,0,61,174,695,1190,51,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2134998,2,2,0,6,6,6,2,2,2,2,0,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +2894376,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1404382,2784,8,0,0,0,0,0,0,28,28,2,"No",0,0.9,0.77,0,"No","No","No","Yes","No","No" +1952161,59,8,0,100,100,100,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1700383,1,3,0,1,3,4,0,1,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2949466,0,4,4,1,1,1,0,7,8,8,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2103515,96,12,0,0,0,0,1,1,2,4,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1433794,91,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1389729,4,12,0,0,0,0,0,0,3,5,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2896124,12,8,0,0,0,0,2,3,5,7,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1274006,21,2,0,0,0,0,0,1,1,1,0,"No",0,-99,0.52,0,"Yes","No","No","Yes","No","No" +1497912,15,8,3,2,17,29,0,6,13,29,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +3149713,10478,8,1943,3300,8712,12540,1089,3052,11013,18343,1759,"No",3300,0.67,0.85,0,"No","No","No","Yes","No","No" +1364228,2,8,0,1,2,4,1,1,3,3,0,"No",0,0.75,0.86,0,"No","No","Yes","Yes","No","No" +1627017,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1211552,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.91,0,"No","No","Yes","Yes","No","No" +1135550,36,8,0,0,0,0,1,2,4,6,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1131406,23100,8,80,0,0,0,660,3110,5999,10564,581,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +3114783,22,8,0,0,0,0,2,5,11,11,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +1956143,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2242152,43524,8,0,25200,68400,108000,0,0,0,0,0,"No",0,0.33,0.67,0,"No","No","No","Yes","No","No" +3121006,106,0,0,0,0,0,0,0,2,6,1,"No",0,0,0,0,"No","No","No","No","No","No" +2123213,9,2,0,0,0,0,0,2,2,2,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1304569,25,8,3,99,159,219,23,68,128,177,34,"No",10,0.42,0.46,0,"No","No","No","Yes","No","No" +1195081,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.85,0,"Yes","No","Yes","Yes","No","No" +2067235,201,8,0,0,0,0,8,37,96,140,9,"No",0,0.98,0.89,0,"No","No","Yes","Yes","No","No" +2236267,30,8,0,0,4,8,4,15,20,32,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1193253,0,2,5,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","Yes","Yes","No","No" +1260610,0,8,0,36,60,84,6,32,61,78,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1960601,17,3,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1500351,37,8,0,0,0,0,0,0,4,8,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1878460,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1118991,235,8,2,0,106,208,17,80,311,408,21,"No",0,0.11,0.07,0,"No","No","No","Yes","No","No" +1431642,152,8,321,808,1192,1480,180,418,878,1715,80,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1523419,5,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1808651,4,52,0,8,8,8,0,0,0,0,0,"No",0,0.85,0.78,0,"Yes","No","No","No","No","No" +1145560,15,8,0,0,0,0,2,8,21,47,2,"No",0,0.83,0.89,0,"Yes","No","No","Yes","No","No" +1759598,1,2,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +3089134,22,9,0,0,0,0,0,6,9,12,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1916162,742,8,0,0,0,0,0,0,0,0,10,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1539254,8,2,0,0,0,0,3,10,13,13,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2037841,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1789222,682,2,513,1680,3470,5350,505,1601,2786,3711,447,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3223718,19,2,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +2164680,2,2,0,8,16,24,4,16,22,34,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1587561,-7,8,0,72,120,160,11,28,56,76,0,"No",0,0.97,0.93,7,"No","No","No","Yes","No","Yes" +1535402,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1521549,378,8,244,250,750,1000,109,364,748,1118,246,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2880975,38,2,0,0,0,0,1,3,7,10,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3127383,198,9,2,0,0,0,21,51,89,123,22,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +2161733,40,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1467702,9,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2112787,122,8,3,96,192,288,22,96,189,273,61,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +3026045,283,12,0,0,0,0,2,3,7,13,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1247985,-9,2,5,340,510,680,60,167,312,443,74,"No",34,0,0.39,11,"No","No","No","Yes","No","Yes" +1634105,55,8,10,204,371,471,98,211,328,549,33,"No",14,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2061008,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2191576,156,8,41,77,147,189,35,87,200,370,47,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3171188,479,12,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1894549,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1956393,3,8,0,0,1,3,0,1,4,5,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2216078,2,8,0,0,0,0,0,0,0,3,0,"No",0,1,0.5,0,"Yes","No","No","Yes","No","No" +1279025,1018,8,12,0,336,772,125,723,1390,1998,222,"No",0,0.08,0.05,0,"No","No","Yes","Yes","No","No" +1761983,76,8,0,0,0,0,2,3,5,12,1,"No",0,0.16,0.06,0,"No","No","No","Yes","No","No" +1302237,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +2812470,1,8,0,13,22,31,0,8,11,13,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2945237,173,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1917516,1,3,0,155,249,340,36,130,229,270,23,"No",25,0.52,0.41,2,"No","No","No","Yes","No","Yes" +1664889,1,4,0,0,0,0,1,1,1,1,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2283418,78,12,8,796,1440,2068,218,750,1232,1250,121,"No",40,0.57,0.7,2,"No","No","No","Yes","No","Yes" +1279871,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2838505,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2978963,20,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1911904,2884,8,360,119,281,309,17,170,596,876,191,"No",0,0.87,0.67,0,"No","No","Yes","Yes","No","No" +1860516,201,12,28,125,325,475,66,195,418,741,61,"No",0,0.87,0.88,0,"No","No","Yes","Yes","No","No" +3179837,140,4,0,0,0,0,0,0,10,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1378170,0,17,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1842260,13,8,0,0,9,12,1,4,17,23,2,"No",0,0.56,0.72,0,"No","No","No","Yes","No","No" +2268057,9,2,0,0,0,0,0,0,0,2,1,"No",0,0.7,0.48,0,"No","No","No","Yes","No","No" +1424493,-1,8,0,15,19,25,1,8,9,16,0,"No",0,0.96,0.96,1,"No","No","No","Yes","No","No" +3132194,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +1439786,21,13,0,0,0,0,0,0,1,1,1,"No",0,-99,0.5,0,"No","No","Yes","Yes","No","No" +1809447,10,2,0,10,15,15,4,13,30,49,4,"No",0,0.81,0.83,0,"No","No","No","Yes","No","Yes" +1638350,2,10,0,0,2,3,0,2,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2028312,1,9,1,8,15,22,2,7,13,19,4,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1271270,18,2,1,18,30,42,3,10,26,45,5,"No",0,1,1,0,"No","No","No","Yes","No","No" +1540131,68,0,0,572,852,1132,138,336,675,1044,269,"No",0,0,0,1,"No","No","No","No","No","Yes" +1994014,61,12,1,87,87,87,2,10,52,76,28,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2839945,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1627862,437,8,97,384,888,1260,172,626,1222,2027,158,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" 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+1657230,5,8,0,22,54,81,15,30,52,74,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2185087,83,9,1,0,0,95,7,27,42,61,83,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1134521,2,2,0,1,2,3,0,0,2,5,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2184540,4,3,0,37,55,91,2,9,14,14,0,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","No" +2303751,4,12,0,0,0,16,0,1,2,3,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1429138,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3008650,4,2,0,2,4,7,0,0,8,12,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1933821,6,2,0,0,0,0,0,0,2,2,0,"No",0,0.88,0.94,0,"Yes","No","Yes","Yes","No","No" +2205319,-43,12,0,720,720,720,55,97,170,262,112,"No",0,-99,0,52,"No","No","No","Yes","No","Yes" +1391450,27,52,0,0,0,0,0,1,2,4,2,"No",0,0.2,0.15,0,"Yes","No","No","No","No","No" +1678266,17,8,3,55,85,115,9,39,62,94,12,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2906288,6,8,1,0,0,6,1,2,4,8,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1594730,8,8,0,0,6,9,0,4,11,17,3,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1836822,134,8,0,0,0,0,1,2,2,5,2,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +2284050,18,12,0,0,0,0,1,2,2,2,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1853907,115,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1258181,13,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1869566,16,12,8,27,62,102,8,30,61,90,20,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1188574,14,8,0,0,5,15,3,6,6,8,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +2184935,0,8,0,60,76,96,11,51,113,129,21,"No",0,0.66,0.63,0,"Yes","No","No","Yes","No","Yes" +1722755,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.31,0.41,0,"Yes","No","Yes","Yes","No","No" +1215018,15,9,0,7,13,19,1,7,15,21,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1474548,22,12,0,7,32,32,0,10,18,33,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1919502,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.94,0,"No","No","Yes","No","No","No" +1189260,42,2,10,20,40,60,5,26,62,103,18,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1487214,667,8,36,0,0,0,53,168,357,552,52,"No",0,0.36,0.28,0,"No","No","No","Yes","No","No" +2937655,9,8,0,0,0,0,0,1,2,2,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2259620,85,8,0,86,171,298,23,95,210,335,21,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +1588869,184,NA,0,0,0,0,0,2,5,19,10,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1483818,25,2,0,90,150,270,23,62,128,181,34,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1656851,90,12,0,0,0,0,0,0,1,6,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2173335,205,2,0,259,365,577,85,218,476,656,84,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1307920,9,9,0,0,0,0,0,0,4,4,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1168715,48,8,0,8,24,48,3,21,47,87,15,"No",0,0.76,0.7,0,"No","No","No","Yes","No","No" +1126765,4,8,0,0,0,0,2,3,5,9,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +3271117,102,2,0,0,0,0,0,3,5,8,0,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +2018657,110,8,0,0,0,0,0,1,4,8,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1519781,5,8,0,0,0,0,0,0,1,2,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +2015669,5,4,0,1,1,1,0,1,2,4,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1607143,17,8,0,0,0,0,1,2,9,10,4,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1441040,252,2,0,0,0,0,0,0,0,0,11,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +1831940,1127,2,0,600,1200,2100,7,28,1459,2297,63,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1533582,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1425982,7,8,0,10,19,28,9,17,26,34,0,"No",0,0.93,0.88,0,"No","No","No","Yes","No","Yes" +3233620,3,4,0,6,6,6,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1419819,49,2,0,0,0,0,0,3,7,9,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1484696,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +2867767,23,8,4,8,8,16,2,3,25,42,0,"No",8,0.36,0.54,0,"No","No","No","Yes","No","No" +1368299,5,9,0,0,0,0,0,0,1,4,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","Yes" +3133395,4,2,0,0,0,0,0,0,0,2,1,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +1959938,3,13,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1951968,4185,8,0,0,0,0,11,32,85,177,15,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1692475,-102,0,1,112,119,125,2,145,148,148,0,"No",0,0.93,0.86,103,"No","No","No","No","No","Yes" +3044448,47,2,0,0,0,0,1,1,1,2,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1872222,36,NA,0,0,0,0,0,3,4,8,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2150319,33,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1753317,6,9,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2266145,-10,8,0,21,21,21,0,13,19,22,16,"No",0,0.77,0.74,10,"No","No","No","Yes","No","Yes" +1356309,5,2,0,28,64,112,8,19,41,51,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2891621,39,2,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1316850,0,2,0,54,72,108,13,26,60,88,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","Yes" +1517203,4,17,0,60,60,60,2,28,39,47,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2290644,4,8,0,0,0,0,0,0,1,3,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +2060170,0,8,0,6,8,12,0,0,0,0,0,"No",1,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2307192,0,12,0,190,376,518,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","Yes" +3045242,3,8,0,0,0,0,0,0,2,3,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1335745,8,2,0,16,48,64,3,15,38,61,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2011185,10,8,0,0,0,0,0,1,1,1,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2254927,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1561511,36,8,114,732,1308,2016,304,862,1388,1763,189,"No",72,0.31,0.18,48,"No","No","No","Yes","No","Yes" +1610248,1,8,2,3,4,7,1,4,6,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3164171,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.9,0.91,0,"Yes","No","Yes","Yes","No","No" +1988099,89,8,4,24,48,96,11,37,84,143,29,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1301051,0,2,0,8,8,8,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2833267,125,8,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1489382,11,12,0,32,52,72,6,18,45,81,0,"No",4,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1601912,11,8,0,0,16,16,0,5,11,13,5,"No",0,0.95,0.87,0,"No","No","No","Yes","No","Yes" +1403574,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1328519,15,12,5,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1755857,5,8,0,0,0,0,2,4,8,13,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1784638,-1,8,0,6,9,11,8,11,11,11,1,"No",0,0.7,0.65,1,"No","No","Yes","Yes","No","Yes" +3040456,1174,8,86,1466,2366,3266,434,1157,2025,3245,410,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2178048,4,0,0,4,11,20,3,8,13,14,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1806514,1252,12,520,2408,4072,5944,661,2017,3773,5862,964,"No",0,0.98,0.61,0,"No","No","No","Yes","No","No" +3077334,445,12,0,0,0,0,4,15,32,50,3,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +2819817,193,8,32,476,799,1211,132,452,907,1385,76,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3082648,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +3036357,2,2,0,96,96,96,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2274575,138,8,13,72,275,494,43,201,482,689,52,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +1722859,12,9,0,0,0,0,0,1,2,2,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2292194,12,12,0,28,42,70,9,33,51,67,12,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1978935,31,0,0,25,60,95,14,46,99,119,2,"No",0,0,0,0,"No","No","Yes","No","No","No" +1785834,0,2,0,14,21,21,0,0,0,0,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +2149095,9,12,0,0,0,0,0,0,1,2,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1907113,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","No" +3185035,42,12,0,0,0,0,0,2,2,3,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1923837,0,8,16,120,156,176,34,56,94,136,0,"No",0,0.98,0.98,16,"No","No","No","Yes","No","Yes" +2272648,5,8,0,0,0,2,3,4,5,9,0,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1421553,58,8,24,100,204,368,35,129,287,370,42,"No",28,0.81,0.46,0,"No","No","No","Yes","No","No" +2124116,74,12,0,0,0,0,0,1,2,4,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +1740675,5,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1759907,12,12,3,4,4,4,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2154333,22,12,0,0,0,0,0,6,7,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2855104,161,8,52,24,92,138,55,136,238,350,158,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2195545,6,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","No","Yes","No","No" +3279121,2,8,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1129579,60,8,2,30,80,130,15,57,98,155,20,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2857234,-1,NA,0,0,0,0,11,18,39,64,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3261498,3621,52,0,0,0,0,98,148,377,480,24,"No",0,-99,0.99,0,"Yes","No","No","Yes","No","No" +2300640,15,8,1,1,1,1,0,0,0,0,0,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" 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+1215254,2,8,0,25,39,53,4,21,47,76,6,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +2294714,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2129137,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2023185,7,16,0,58,82,106,8,34,63,96,10,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +3067076,5,8,0,0,0,10,0,0,3,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1203107,80,2,0,40,80,160,0,2,3,3,4,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1465189,0,8,0,17,35,44,1,6,12,19,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","Yes" +1357196,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1490605,194,8,0,0,0,0,18,29,43,68,6,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2197367,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1474911,7,8,0,60,60,60,5,12,20,44,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +1136657,1,8,0,0,0,0,1,1,1,1,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2288007,14,8,8,8,24,40,6,19,40,55,24,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1660217,175,8,22,216,216,216,51,120,269,435,53,"No",0,1,1,0,"No","No","No","Yes","No","No" +1699974,128,52,0,0,0,0,3,10,17,21,6,"No",0,0.9,0.56,0,"Yes","No","No","Yes","No","No" +1881632,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1215265,16,8,0,20,30,40,15,27,37,77,19,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +1804546,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2098441,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1921368,6,NA,0,0,0,0,5,15,24,35,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1875406,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1841327,0,8,0,4,8,12,2,5,7,8,0,"No",0,0.74,0.84,0,"No","No","No","Yes","No","Yes" +1229495,14,12,0,0,0,0,0,1,2,2,1,"No",0,0.79,0.86,0,"Yes","No","No","Yes","No","No" +1383196,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1992326,84,8,0,0,1,2,0,1,3,6,0,"No",0,0.51,0.69,0,"No","No","No","Yes","No","No" +2046074,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1770142,7,12,0,0,0,0,0,2,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1543337,3,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2920623,26,8,0,0,0,0,1,2,3,5,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3123780,-152,8,118,942,1314,1624,635,926,1288,1753,79,"No",0,0.55,0.74,199,"No","No","No","Yes","No","No" +3149125,110,12,0,0,0,0,1,1,2,2,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2851372,4,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2886839,19,2,0,0,0,0,5,7,9,9,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1889303,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1256176,5,12,0,20,26,36,8,20,30,49,3,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +2976077,508,8,20,908,1588,2371,295,879,1659,2500,440,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1280414,9,2,0,16,16,16,6,7,7,7,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +3106494,27,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2058591,11,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1710374,0,2,0,2,7,7,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1802378,2,2,0,43,85,139,3,19,30,38,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1331444,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2048542,331,8,189,1620,3067,4541,355,1321,2228,2732,228,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2087239,40,4,0,0,0,0,0,0,0,3,0,"No",0,0.92,0.9,0,"Yes","No","No","Yes","No","No" +2281929,10,4,0,0,0,0,1,2,2,2,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1947356,0,12,0,6,7,7,0,1,1,1,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +3235984,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3050793,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2196473,145,2,150,326,766,1246,135,436,881,1210,119,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2304225,584,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +3096665,38,12,0,0,0,0,1,1,1,1,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2928178,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1973546,15,8,0,0,0,0,0,2,3,3,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2193314,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1396102,269,2,0,0,0,0,0,0,7,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2240378,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2974650,34,8,4,34,56,98,19,51,98,155,14,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1169684,3,15,0,18,24,38,7,21,44,61,7,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +1623584,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1230391,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1700671,6,2,0,0,40,40,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +2294702,0,8,0,352,608,848,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +3274111,1,8,0,4,4,4,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3089905,10,12,0,0,0,0,0,0,2,3,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1810308,35,8,0,0,5,15,5,12,29,37,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1930012,5,2,0,32,48,64,7,19,35,43,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1563081,42,2,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1143252,111,8,0,0,0,0,4,21,102,150,19,"No",0,0.86,0.81,0,"No","No","No","Yes","No","No" +3129638,117,2,0,0,50,50,13,50,64,87,12,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1870167,54,2,10,5,20,35,0,7,9,15,5,"No",0,0.11,0.4,0,"Yes","No","No","Yes","No","No" +1850596,95,8,0,0,0,0,0,1,2,2,1,"No",0,0.37,0.52,0,"No","No","Yes","Yes","No","No" +1323550,26,2,0,0,0,0,2,4,4,4,3,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1387427,126,NA,39,1596,3192,3990,315,984,2001,3188,270,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1640569,0,13,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1326493,2,9,0,2,2,3,0,1,1,2,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1991754,2,8,0,25,25,50,2,11,20,28,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2873546,1,8,0,0,0,0,1,2,2,2,0,"No",0,0.87,0.88,0,"Yes","No","No","Yes","No","No" +1444221,3,9,6,8,24,24,2,8,14,24,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1389218,9,12,1,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1148540,1,9,0,1,2,3,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2874710,50,8,0,0,0,0,1,2,2,3,1,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1305420,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3187050,28,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2889929,0,2,0,96,141,208,0,0,0,0,14,"No",0,0.79,0.66,0,"No","No","Yes","Yes","No","Yes" +1156102,1,2,0,20,20,30,5,15,27,37,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +2865240,70,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2203557,82,8,5,159,270,382,20,86,142,264,34,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1778942,8,2,0,48,48,48,23,42,42,42,7,"No",0,0.35,0.27,0,"Yes","No","No","Yes","No","Yes" +3118431,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1722190,58,16,2,0,36,36,5,18,32,47,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1198924,59,8,0,0,0,0,0,6,11,13,2,"No",0,0.66,0.85,0,"No","No","No","Yes","No","No" +2118565,2,9,0,2,4,6,3,5,5,8,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1577695,18,8,0,0,0,15,0,7,12,20,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +3145326,4,8,0,0,0,0,0,0,5,9,2,"No",0,0.83,0.91,0,"No","No","No","No","No","No" +1275661,419,2,58,800,1480,2080,265,668,1266,1814,222,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1994761,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2963947,53941,8,0,0,0,0,10,38,119,157,389,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2101499,3,8,0,0,0,0,0,0,0,1,2,"No",0,0.05,0.37,0,"No","No","No","Yes","No","No" +1480901,0,2,0,8,8,8,2,2,3,3,1,"No",0,0.85,0.83,1,"No","No","No","Yes","No","Yes" +2224746,676,8,390,3822,6240,9750,695,2522,4392,5462,430,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1682744,161,2,37,68,170,306,42,150,265,374,39,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1896167,110,8,27,45,125,213,23,87,194,306,67,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1398689,427,8,66,285,500,661,78,211,441,729,100,"No",0,0.81,0.89,9,"No","No","No","Yes","No","No" +1352914,90,2,24,80,160,227,36,114,198,276,38,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2242441,13,2,0,72,126,198,4,5,5,5,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3250174,17,52,0,0,0,0,0,1,6,14,1,"No",0,0.75,0.72,0,"Yes","No","Yes","Yes","No","No" +1697245,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +1913547,64,8,2,0,216,216,11,25,51,87,14,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1333860,4,12,3,0,0,0,0,0,0,0,1,"No",0,0.76,0.53,0,"No","No","No","Yes","No","No" +3235079,17,4,0,8,16,16,7,14,25,38,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2103405,39,0,2,0,0,13,6,23,45,68,21,"No",0,0,0,0,"No","No","Yes","No","No","No" +1132538,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1654455,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2851584,185,8,0,116,221,342,38,153,315,488,176,"No",0,1,1,0,"No","No","No","Yes","No","No" +1878204,7,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1177313,0,12,0,5,12,17,3,6,13,19,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1702562,12,NA,0,0,0,0,0,0,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1750126,1,9,0,4,6,6,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2998207,157,NA,4,0,0,0,18,45,109,155,25,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3080901,16,8,0,0,0,0,0,1,3,7,0,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2950914,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" 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+1819812,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1434026,6,8,0,12,24,24,7,14,18,28,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2874309,8,8,0,0,0,0,0,1,2,3,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +3059859,3,2,0,0,0,2,0,0,1,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1940756,1067,8,0,0,0,0,0,10,15,17,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1633728,17,3,0,54,126,162,35,87,127,180,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1660941,36,12,0,72,132,180,17,58,107,175,19,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1412106,0,8,0,15,25,33,5,11,18,24,3,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2824373,319,2,30,0,0,96,28,216,354,426,44,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2906598,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1267104,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2911706,114,4,79,87,147,227,43,95,180,281,21,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1244495,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3030863,168,4,3,151,253,372,62,140,254,312,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2256108,6,2,0,12,24,36,16,26,29,32,1,"No",0,0.57,0.77,0,"Yes","No","No","Yes","No","No" +1349564,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.7,0.75,0,"Yes","No","No","Yes","No","Yes" +3116903,19,16,0,0,0,0,0,3,10,16,3,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1526567,37,8,0,26,52,78,8,26,49,65,29,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2934663,51,8,0,0,0,0,0,0,1,2,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1120836,454,8,119,249,488,732,84,288,584,937,115,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1541225,19,12,0,0,0,0,1,2,2,7,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1417822,10860,8,6000,16000,34000,49000,5206,18178,38570,61080,5352,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1682752,3,2,0,21,45,72,14,41,60,72,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2153226,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1387379,1148,10,6,0,0,0,28,119,299,474,34,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2995236,220,9,8,75,200,300,40,117,259,425,171,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2062295,43,NA,0,0,0,0,0,3,3,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1306460,3,2,0,0,8,8,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2974893,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3207265,2,12,0,3,5,5,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1671307,642,4,230,195,435,675,172,489,947,1282,183,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3075320,53,8,0,0,60,60,3,7,55,109,5,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1412901,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2871095,89,12,0,0,0,0,4,8,13,28,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1945061,59,2,0,0,0,54,3,18,36,53,0,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +2120837,2179,8,0,0,0,0,0,0,0,2,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1414724,15,2,0,20,40,50,4,13,31,36,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3158931,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1672191,57,8,12,76,124,172,30,69,135,201,27,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1848509,346,2,0,0,0,0,1,1,2,2,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1176493,8,4,0,0,4,6,0,3,6,10,2,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1280504,10,2,0,0,0,0,0,0,1,1,0,"No",0,0.88,0.9,0,"Yes","No","No","Yes","No","No" +1867854,6,12,0,2,2,3,1,5,6,9,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3002552,16,9,20,439,838,1194,85,418,1049,1575,109,"No",0,0.38,0.5,0,"No","No","No","Yes","No","No" +1290223,69,2,0,0,0,0,1,4,7,11,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1334943,12,8,1,15,30,45,4,15,26,47,4,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3027706,290,13,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1117910,57,2,0,0,0,0,50,50,50,50,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1906582,43,4,2,76,114,190,12,28,62,64,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2090572,11,2,0,1,7,15,3,12,52,58,11,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +1508248,0,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1628832,514,2,0,675,1350,2025,243,659,1247,1783,187,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2037137,30,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1205528,11,8,0,0,0,0,1,2,2,2,1,"No",0,0.96,0.83,0,"Yes","No","No","Yes","No","No" +3251400,7,2,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +3200723,12,8,0,0,0,0,0,1,5,7,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2103051,35,8,0,38,57,76,8,39,62,86,19,"No",0,0.75,0.73,0,"No","No","Yes","Yes","No","No" +1789713,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2859484,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +3091332,2,8,1,0,0,0,0,0,1,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3048589,17,8,0,16,32,48,11,20,39,72,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3229022,21,2,1,8,16,24,8,17,28,34,1,"No",0,0.57,0.75,0,"No","No","No","Yes","No","No" +1580024,14,8,0,12,24,40,6,21,50,74,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2887504,2,8,0,2,4,6,0,1,3,5,2,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1114110,45,8,183,474,822,1104,305,539,884,1182,227,"No",0,0.93,0.67,3,"No","No","No","Yes","No","Yes" +1490356,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1383027,66,8,24,14,38,62,14,43,96,130,25,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2898666,0,8,0,82,164,164,0,0,0,0,0,"No",0,0.96,0.87,0,"No","No","No","Yes","No","No" +1306738,-3,8,0,780,1272,1896,228,683,1117,1484,166,"No",12,0.32,0.15,21,"No","No","No","Yes","No","Yes" +2871384,29,8,0,0,0,0,1,36,43,48,0,"No",0,0.69,0.77,0,"No","No","No","Yes","No","No" +1823806,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +2001180,123,8,0,261,261,261,0,7,19,35,26,"No",0,0.13,0.09,0,"Yes","No","Yes","No","No","No" +1629279,226,12,0,0,0,0,0,0,0,2,0,"No",0,0.38,0.47,0,"No","No","No","No","No","No" +1876547,8,12,0,12,12,12,0,2,10,15,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2152422,34,8,2,46,86,127,10,71,120,164,193,"No",0,0.9,0.92,13,"No","No","No","Yes","No","No" +1737864,10,8,0,0,0,2,1,3,7,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2174036,78,8,38,20,120,180,13,68,139,197,29,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +3172768,53,52,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.83,0,"Yes","No","No","No","No","No" +1576051,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3071430,6,2,0,50,50,50,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1264082,31,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2054608,100,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","Yes","Yes","No","No" +1112124,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1641341,9,9,0,0,0,0,2,3,4,5,1,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +1631455,9,2,0,0,0,0,0,2,2,2,0,"No",0,0.68,0.68,0,"Yes","No","No","Yes","No","No" +1499565,3,8,0,11,19,25,1,5,11,17,0,"No",2,0.8,0.82,0,"No","No","No","Yes","No","No" +2221873,32,2,0,21,45,65,0,8,17,21,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +1527613,135,10,0,0,0,0,9,21,29,32,2,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +1555074,0,2,2,37,69,100,14,41,61,74,0,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +1308114,519,12,0,0,0,0,102,102,106,108,11,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +1490485,12,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +1832403,13,8,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2251341,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2024439,2,12,0,10,18,26,2,8,12,17,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +3166534,2,8,0,1,2,4,1,1,4,5,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2904091,6,0,0,0,0,0,0,1,2,2,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3092208,-1,2,0,18,27,35,9,19,26,29,10,"No",0,0.97,0.95,1,"Yes","No","No","Yes","No","Yes" +1144356,5,8,0,0,0,0,2,2,3,6,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1248869,82,8,98,576,936,1416,191,465,832,1188,160,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1228267,66,8,0,0,78,156,27,60,102,166,17,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +2030744,13,8,0,0,0,0,1,3,5,7,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1446576,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2032812,0,2,0,9,14,14,0,0,0,0,1,"No",0,0.07,0.07,0,"No","No","Yes","Yes","No","Yes" +2052214,72,8,0,0,0,11,1,3,53,96,25,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1309616,203,12,0,0,0,0,2,15,52,93,38,"No",0,0.62,0.69,0,"Yes","No","No","Yes","No","No" +1140850,4,12,0,30,42,60,0,11,21,36,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +1882080,-6,12,0,32,32,32,0,2,8,8,0,"No",0,0,0.01,6,"No","No","No","Yes","No","Yes" +1162476,177,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +3074980,40,NA,0,0,0,0,0,0,1,3,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1692334,79,8,0,0,0,0,3,17,22,29,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2939252,6,8,0,6,12,18,0,5,9,20,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2156403,29,52,0,0,0,0,0,3,4,9,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1835529,214,8,1,0,170,340,50,123,297,438,60,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2946434,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1556496,0,2,0,8,8,8,0,1,1,1,0,"No",0,0.33,0.59,0,"No","No","No","Yes","No","Yes" +2232664,6,3,0,4,16,24,1,5,12,17,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1676066,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1513002,0,8,0,1000,1000,1000,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1375689,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1538317,50,2,0,0,0,0,0,1,2,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3035245,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" 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+2106929,21,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1865719,361,9,75,924,1827,2772,253,935,2021,2954,597,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1652198,10,9,0,83,145,214,20,58,70,70,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1848957,7,8,0,18,26,38,7,16,31,57,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +3179639,79,2,0,8,8,8,1,6,8,9,2,"No",0,0.78,0.8,0,"Yes","No","No","Yes","No","No" +2067830,4,9,0,10,24,38,1,11,23,38,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +3067086,232,NA,0,0,0,0,2,7,16,33,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1550686,11,4,0,0,0,0,0,0,5,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1550186,2,8,1,1,1,1,0,1,1,4,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","Yes" +1634091,0,2,0,17,35,44,5,11,19,23,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +3107636,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1473224,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1749720,121,2,4,312,552,816,81,194,330,410,42,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1985326,1,2,0,19,19,29,2,9,18,24,5,"No",0,0.05,0.41,0,"No","No","No","Yes","No","Yes" +1535643,0,2,0,5,5,5,0,0,2,2,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +3184008,967,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1278712,6,8,0,0,0,0,1,2,3,7,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1116197,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2090304,9,8,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.82,0,"No","No","Yes","Yes","No","No" +1450152,62,8,0,2,12,26,0,1,1,1,14,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2119065,3,8,0,0,0,1,0,0,1,2,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1920764,3,2,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1516969,30,9,0,0,0,0,0,1,2,4,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1870173,9,2,0,0,0,0,0,1,5,6,0,"No",0,0.85,0.76,0,"No","No","Yes","Yes","No","Yes" +1226891,29,8,0,0,0,0,0,2,2,2,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1736905,0,3,0,17,17,17,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1742946,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1808428,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1185332,0,8,0,5,8,10,3,9,17,27,1,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +3084809,126,8,0,96,216,360,161,229,493,507,13,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +3140420,28,8,0,0,0,0,0,0,4,6,2,"No",0,0.58,0.75,0,"No","No","Yes","Yes","No","No" +1470579,766,8,2,0,0,0,2,3,3,4,27,"No",0,0.58,0.47,0,"No","No","No","Yes","No","No" +2232291,4,12,0,18,36,36,6,32,43,57,3,"No",0,0.75,0.68,0,"No","No","No","Yes","No","Yes" +1169192,9,52,0,6,6,6,0,1,2,2,0,"No",0,0.97,0.94,0,"Yes","No","No","No","No","No" +1873385,75,8,13,36,84,132,18,61,110,161,16,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3150309,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","Yes","Yes","No","No" +1391591,256,8,0,0,0,0,1,2,6,11,0,"No",0,0.29,0.29,0,"No","No","No","Yes","No","No" +2804089,12,8,0,0,0,0,0,0,3,6,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1977216,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1310899,1,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2138302,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","No" +1158138,13,2,0,0,0,0,3,8,16,19,2,"No",0,0.89,0.95,0,"No","No","No","Yes","No","Yes" +3215952,30,2,0,0,0,0,0,0,4,4,0,"No",0,1,0.92,0,"Yes","No","No","Yes","No","No" +2237052,5,4,0,0,1,2,1,1,3,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1880937,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1330142,0,8,0,18,18,18,0,0,0,0,0,"No",0,0.82,0.83,0,"Yes","No","No","No","No","Yes" +2058128,5,8,0,3,3,9,3,7,10,15,2,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +2045543,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3069896,121,12,0,0,0,0,7,27,56,81,6,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1404947,32,12,0,0,0,0,0,1,1,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2127336,420,9,0,0,0,0,0,8,8,8,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2822886,144,8,5,0,0,19,8,17,37,79,16,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +1482697,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1826663,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2808375,140,2,0,0,0,0,8,15,23,37,4,"No",0,1,0.8,0,"No","No","No","Yes","No","No" +1410893,5,2,0,43,85,121,7,23,63,108,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3183630,49,9,0,0,9,25,5,13,45,77,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2123080,3,8,0,0,1,2,0,0,2,2,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +2301057,1244,8,0,0,0,0,8,62,155,186,14,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1455153,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2036128,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","No" +1129420,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.28,0.57,0,"No","No","Yes","Yes","No","No" +1424902,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1971997,0,2,0,32,32,32,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1203562,16,8,0,16,32,56,9,17,50,71,7,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2107215,31,9,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2975039,3,8,0,0,0,2,0,0,1,2,2,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1348690,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.94,0,"Yes","No","No","Yes","No","No" +1388372,179,2,6,108,306,504,51,178,404,588,71,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2897754,4900,52,0,0,0,0,25,25,30,30,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2076941,18,8,0,0,0,0,0,1,3,3,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1231772,399,8,3,0,0,0,9,29,72,126,21,"No",0,0.32,0.5,0,"No","No","No","Yes","No","No" +1138778,8,12,8,8,8,8,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2168360,215,2,14,21,173,325,33,88,179,270,54,"No",0,1,1,0,"No","No","No","Yes","No","No" +2111523,127,2,0,0,0,32,4,7,34,36,3,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +2947062,64,8,3,0,100,100,4,23,39,52,16,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1849997,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1317423,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1697402,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1663911,23,2,0,45,75,105,13,49,60,77,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2295526,211,15,10,81,153,225,28,88,246,366,37,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +1819028,145,8,0,3,39,58,9,51,75,126,16,"No",0,0.77,0.59,0,"No","No","No","Yes","No","No" +1775943,71,2,14,118,232,369,42,128,255,408,25,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1450536,27,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1500778,7,8,5,9,13,13,4,11,17,30,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3095008,195,2,93,240,512,824,65,172,276,348,73,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2979411,86,8,0,95,193,277,35,100,181,288,37,"No",0,0.94,0.82,0,"No","No","No","Yes","No","No" +1783726,15,8,0,0,0,0,6,10,21,33,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1876817,-7,8,53,260,486,710,82,301,548,768,49,"No",0,0.68,0.69,8,"No","No","No","Yes","No","No" +1822399,5,2,0,0,0,0,0,0,1,2,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +3242711,58,2,0,0,0,0,0,0,0,2,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +2188959,37,2,0,0,0,0,0,2,3,4,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1565502,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1257051,11,2,0,32,60,92,10,29,42,52,0,"No",0,0.64,0.43,0,"Yes","No","No","Yes","No","No" +1857984,24,2,0,10,20,20,0,0,0,0,0,"No",0,0.84,0.88,0,"Yes","No","No","Yes","No","No" +2899053,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1836445,181,8,0,99,183,267,17,88,165,264,53,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1437611,8,9,0,0,0,1,0,2,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3261816,89,8,2,456,780,1116,95,356,682,990,123,"No",12,0.41,0.46,0,"No","No","Yes","Yes","No","No" +1347320,205,12,3,200,200,400,39,140,272,441,63,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1146242,2,8,0,1,2,4,0,1,2,3,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3198176,41,8,0,0,0,0,4,14,27,40,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2145461,169,8,3,28,76,148,8,51,124,232,41,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1126034,9,8,0,65,65,65,36,114,173,202,62,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3242801,39,2,0,0,0,0,2,2,2,2,2,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2180336,1292,8,0,0,0,0,0,0,0,1,28,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1936162,0,8,0,5,7,9,0,3,5,6,0,"No",1,0.56,0.46,0,"No","No","Yes","Yes","No","Yes" +3030019,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2950325,48,NA,0,0,0,0,4,16,31,61,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2170886,4,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2873046,145,8,0,0,0,0,2,5,13,21,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2915505,18,NA,0,0,0,0,5,107,156,165,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2286234,10,8,0,0,0,0,0,3,3,4,2,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +1602820,3,8,0,0,1,2,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1597927,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1368922,4,8,0,0,0,0,0,0,1,2,0,"No",0,0.71,0.8,0,"No","No","No","Yes","No","No" +1725636,0,16,0,26,52,65,6,28,40,51,4,"No",13,0.38,0.44,0,"No","No","No","Yes","No","Yes" +2022327,6,8,0,20,20,40,2,7,15,20,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2234191,3,8,0,0,1,2,1,3,4,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1352523,57,8,0,0,0,0,0,0,1,2,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2018213,293,2,46,216,432,648,65,234,457,702,111,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2958919,6,2,1,24,40,56,3,15,20,41,0,"No",0,0.61,0.68,0,"No","No","No","Yes","No","No" +1554080,26,2,0,0,0,0,2,19,27,34,2,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","No" +1780475,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1675918,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1455505,76,8,4,25,75,125,12,40,98,151,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3208303,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1112600,5,14,0,0,0,0,0,0,0,1,0,"No",0,0,0.1,0,"No","No","No","Yes","No","No" +1154170,60,2,0,0,0,0,1,1,21,26,1,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","No" +1957442,10,4,0,0,0,1,1,1,7,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2977081,2,4,0,0,0,0,0,1,4,5,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1633852,23,8,0,0,0,24,5,9,16,27,4,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +3209894,32,8,2,5,26,35,3,18,37,49,0,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +1224822,5,14,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1710458,10,9,0,5,5,10,2,5,18,26,8,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2815302,335,8,108,875,1409,1992,218,700,1421,2197,199,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3097815,0,4,11,2,2,2,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1724163,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2882856,2,8,0,0,1,2,0,1,1,2,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1258769,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2097817,56,8,8,273,444,643,64,196,394,555,70,"No",0,0.94,0.94,0,"No","No","Yes","Yes","No","Yes" +3240204,57,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1408177,7,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2015126,38,8,0,0,0,0,2,3,7,9,5,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +1303764,82,NA,0,0,0,0,7,21,36,49,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1545936,8,8,0,0,0,0,1,2,3,7,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1320091,2172,12,146,1547,3356,5010,596,1595,3690,6218,434,"No",0,0.94,0.82,10,"No","No","No","Yes","No","No" +2841525,10,8,0,0,0,0,1,4,4,6,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2916636,71,8,0,48,72,120,14,42,101,155,23,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1708868,197,NA,0,0,0,0,2,4,9,20,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3098090,40,4,60,0,20,40,0,33,54,77,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1839941,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1631320,22,NA,0,0,0,0,0,0,2,3,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1260304,12,13,0,0,0,0,0,0,0,0,2,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +1355172,0,2,0,5,7,7,1,1,1,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","Yes" +1415382,95,9,0,16,67,123,10,47,95,141,11,"No",0,0.86,0.84,1,"No","No","No","Yes","No","Yes" +2177726,0,8,0,3,5,6,2,4,4,5,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","Yes" +1819903,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2315850,85,8,0,0,0,0,6,23,48,72,5,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1557134,43,9,0,0,0,0,2,4,7,8,0,"No",0,0.95,0.89,0,"No","No","Yes","Yes","No","No" +1638931,4,2,0,10,10,10,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1259098,0,4,0,5,5,5,0,0,0,0,2,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +3015448,23,8,0,0,0,0,1,2,4,4,0,"No",0,0.97,0.96,0,"No","No","Yes","Yes","No","No" +1451969,208,8,0,90,225,360,57,187,432,654,94,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2312499,321,8,84,396,694,1000,82,295,596,973,140,"No",0,0.99,0.87,0,"No","No","No","Yes","No","No" +2237198,45,8,6,147,219,279,30,83,155,241,84,"No",1,0.95,0.95,0,"No","No","No","Yes","No","No" +3131449,16,2,0,0,0,0,1,1,1,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1716074,81,NA,0,0,0,0,10,299,442,516,172,"No",0,-99,-99,0,"No","No","No","Yes","Yes","No" +3228800,1597,8,0,0,624,1040,425,2207,4429,6260,424,"No",0,-99,0.5,0,"No","No","No","No","No","No" +1534418,120,9,1,93,226,346,72,156,279,446,29,"No",0,0.52,0.41,0,"No","No","No","Yes","No","Yes" +1634581,6,12,0,4,10,15,1,6,12,16,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1903080,98,NA,0,0,0,0,2,5,10,11,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1837438,9,8,0,18,18,36,4,12,28,41,5,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +3004060,1,8,0,2,4,6,0,2,5,5,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1778334,0,2,0,40,40,40,0,0,0,0,0,"No",0,0.6,0.49,0,"Yes","No","Yes","Yes","No","Yes" +2256021,41,16,0,0,0,0,1,4,11,16,6,"No",0,0.66,0.63,0,"No","No","Yes","Yes","No","No" +3114014,93,8,0,12,36,84,14,40,102,153,23,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +1114447,0,8,0,7,10,11,0,0,4,4,0,"No",0,0.5,0.28,0,"No","No","No","Yes","No","No" +2292788,7,2,0,0,0,5,0,1,1,4,0,"No",0,0.64,0.52,0,"No","No","No","Yes","No","No" +3195054,3,12,0,1,3,5,1,1,3,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1146320,3,8,0,0,0,0,0,2,2,2,1,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +2254335,409,8,96,1521,2001,2401,196,523,968,2085,210,"No",40,0.82,0.81,0,"No","No","No","Yes","No","No" +3027747,27,9,14,0,24,24,4,13,27,45,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3110487,15,8,0,0,0,0,0,0,4,7,1,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2887861,3,12,0,2,2,2,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1143784,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","Yes","Yes","No","No" +3157214,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1337582,0,2,0,15,15,15,0,0,2,2,1,"No",0,0.72,0.59,0,"Yes","No","No","Yes","No","Yes" +2998016,24,12,0,10,30,50,5,16,42,69,3,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1683405,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1915042,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2954872,89,2,45,253,462,690,64,285,545,733,102,"No",0,0.83,0.79,0,"No","No","No","Yes","No","No" +2197905,507,8,4,0,0,0,42,104,196,281,44,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1461066,5,8,0,2,8,12,2,5,6,9,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3005569,170,8,0,192,320,384,55,174,351,597,34,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2971798,0,3,0,1,2,3,2,3,4,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2933857,6,8,0,21,45,45,2,13,24,40,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1446605,48,2,0,0,0,0,1,2,3,6,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1323369,10,8,1,12,24,32,3,7,22,27,0,"No",0,0.84,0.91,0,"No","No","No","Yes","No","No" +1425799,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1991900,17,10,0,0,0,0,0,0,2,4,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1497479,77,16,0,335,785,1199,129,355,611,779,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3233991,108,8,39,516,941,1361,181,505,931,1382,90,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2895661,60,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2199056,2,9,0,0,0,0,0,0,1,4,1,"No",0,0.95,0.9,0,"Yes","No","No","Yes","No","No" +1979920,173,0,0,0,0,0,2,4,5,10,7,"No",0,0,0,0,"No","No","No","No","No","No" +1565271,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1119063,29,12,1,24,24,24,1,9,25,48,25,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2161148,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1335299,301,12,15,89,273,583,74,244,490,749,22,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +1738723,9,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +2909341,10,8,0,4,12,18,3,7,16,65,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +3140407,5,10,0,0,0,0,0,0,0,2,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1259044,0,2,0,5,9,11,3,5,7,12,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1532879,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +2870681,4,2,0,42,63,91,28,47,55,91,11,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2079351,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2137979,5,8,1,0,2,5,0,1,4,6,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2270744,7,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2805872,4,8,0,0,0,0,1,8,19,34,9,"No",0,0.87,0.88,0,"Yes","No","No","Yes","No","No" +2077855,111,52,0,0,0,0,3,4,10,18,2,"No",0,0.81,0.58,0,"Yes","No","No","No","No","No" +1151112,0,2,0,12,12,12,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +2267872,-1,8,3,82,124,158,24,60,122,196,26,"No",7,0.34,0.28,1,"No","No","No","Yes","No","Yes" +3193348,37,10,0,0,0,0,8,13,21,25,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1829213,175,3,0,0,0,0,3,7,28,55,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1250036,0,4,5,4,4,4,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2223594,333,12,18,228,458,688,94,287,569,860,109,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +1249770,61,8,0,0,0,0,0,0,4,18,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1285771,16,8,4,32,66,106,11,47,86,129,13,"No",0,0.79,0.66,1,"No","No","No","Yes","No","No" +1851402,5,2,0,0,0,0,0,0,1,2,0,"No",0,0.17,0.17,0,"No","No","No","Yes","No","No" +1943187,25,2,0,19,38,57,6,13,31,51,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1244829,0,2,0,10,12,12,0,0,0,0,0,"No",0,0.05,0.24,0,"Yes","No","Yes","Yes","No","Yes" +1727298,0,8,0,4,7,9,1,2,4,4,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1364332,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1912712,58,8,0,48,72,120,11,41,95,152,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3074832,104,8,0,0,0,0,0,1,6,7,3,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2293513,27,9,0,24,24,24,2,14,34,47,16,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1842125,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +1327519,4947,14,0,0,0,0,0,2,4,6,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1479974,47,0,0,0,10,36,4,11,28,58,7,"No",0,-99,0,0,"No","No","No","No","No","No" +1655893,13,8,0,146,254,326,20,67,159,242,33,"No",0,0.05,0.12,1,"No","No","Yes","Yes","No","Yes" +3248732,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.75,0.71,0,"No","No","No","Yes","No","No" +1224275,6,8,0,36,36,58,3,7,13,28,0,"No",14,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1406050,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +2933789,0,12,0,30,36,50,0,17,27,38,0,"No",0,0.9,0.86,0,"No","No","Yes","Yes","No","Yes" +1971973,0,8,315,8180,13315,18450,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","Yes" +1564196,22,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2836019,47,8,0,0,0,0,0,2,13,13,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1665898,430,12,128,630,1134,1826,179,543,1001,1506,123,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1683542,0,12,0,23,23,23,6,10,14,14,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +2016220,199,8,2,3000,3000,3000,261,779,1326,1952,157,"No",0,-99,-99,6,"No","No","No","Yes","No","Yes" +1753188,-8,8,0,157,259,344,54,156,250,331,13,"No",0,0.91,0.89,11,"No","No","Yes","Yes","No","Yes" +1492816,74,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2811999,244,NA,19,0,0,0,97,345,750,1191,250,"No",0,-99,-99,0,"No","No","No","No","No","No" +1566327,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2981216,28,12,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1421025,1400,4,339,1013,1920,2665,493,1559,3236,5025,172,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3204383,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2983286,767,12,680,655,1055,2415,340,1155,2273,3245,285,"No",0,0.36,0.44,2,"Yes","No","No","Yes","No","No" +1375248,80,2,0,0,0,0,3,13,17,21,0,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","Yes" +1153414,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1589242,0,12,0,31,31,31,7,13,32,46,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3214145,44,8,51,0,45,90,22,44,82,129,21,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1181073,0,8,0,79,109,154,6,27,64,95,52,"No",0,0.61,0.62,0,"Yes","No","No","Yes","No","Yes" +3060394,0,4,0,18,18,18,3,7,14,32,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1627048,50,NA,0,0,0,0,1,5,9,12,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3229896,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1411365,5,8,0,2,4,6,3,7,12,13,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2972319,4,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1497713,79,8,22,114,206,298,33,113,198,296,34,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1734536,4,9,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1517470,135,8,4,200,200,200,16,70,151,250,34,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3012856,41,NA,0,0,0,0,8,45,105,176,8,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1584953,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1329964,63,8,0,28,64,108,6,40,77,129,10,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +3036204,104,2,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1143266,64,2,53,224,416,640,82,213,388,450,99,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1900742,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1931062,105,8,0,0,0,0,5,23,50,67,45,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1583907,1,8,0,3,4,4,0,3,4,7,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1935023,29,8,1,0,0,3,1,7,16,25,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2818770,8,2,0,10,30,40,3,10,19,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2167873,10,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1976516,5,8,0,0,0,0,0,0,2,2,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2955889,66,4,0,20,60,80,5,12,12,12,10,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +1493523,14,4,1,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1535600,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1864090,512,8,805,103,337,881,91,676,1370,1940,223,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +2220968,495,2,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1843570,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +2866382,0,2,0,14,14,14,0,0,0,0,1,"No",0,0.7,0.46,0,"No","No","No","Yes","No","Yes" +2068587,63,12,0,0,0,0,0,0,0,0,0,"No",0,0.09,0.25,0,"No","No","No","Yes","No","No" +2044730,86,NA,7,0,0,0,7,35,87,132,27,"No",0,-99,-99,0,"No","No","No","No","No","No" +1175022,4,12,0,0,1,1,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1361055,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2184689,2,8,5,110,167,234,13,39,91,140,16,"No",0,0.45,0.69,2,"No","No","No","Yes","No","Yes" +2297404,87,8,500,500,500,500,82,261,502,808,98,"No",0,0,0,0,"No","No","No","Yes","No","No" +3098298,120,8,0,0,0,120,8,29,67,97,18,"No",0,1,1,0,"No","No","No","Yes","No","No" +1959393,20,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1916431,4,8,1,2,8,11,0,4,6,6,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1673284,1581,12,0,4878,9242,13954,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1758688,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1452084,8,9,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1538433,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2830276,0,8,0,124320,245568,332064,0,0,0,0,18148,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3222086,5,52,0,0,0,0,1,1,2,4,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1615901,2,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3199253,20,8,0,3,15,27,4,14,33,48,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2870560,5,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2251256,6,2,0,0,6,6,0,1,2,2,1,"No",0,0.88,0.84,0,"Yes","No","No","Yes","No","No" +1866248,8,2,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +3123026,5,8,0,0,10,10,1,3,5,8,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2834806,0,8,0,36,54,54,7,17,31,50,9,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +3230425,9,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1482942,3,9,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1856138,152,16,0,0,0,0,0,1,1,3,3,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1331070,5,16,0,42,62,82,7,20,38,55,5,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +1460492,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1405806,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2082600,0,3,0,5,6,9,0,0,0,0,0,"No",0,0.58,0.44,0,"No","No","No","Yes","No","Yes" +1153330,9,2,12,7,19,37,6,22,36,43,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1185559,91,2,0,3538,5372,7206,680,1702,3286,5144,176,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +1946294,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1502823,189,8,3,72,192,312,21,108,225,394,65,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +2096921,2,0,0,29,43,57,3,16,30,50,3,"No",0,0,0,0,"No","No","No","No","No","Yes" +1487424,7,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2993022,20,2,0,19,29,49,5,17,27,50,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +3182289,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2217738,10,8,3,6,17,27,8,20,54,67,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +1210399,16,2,0,0,0,40,2,6,21,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1362137,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1955778,4,12,0,0,0,0,2,2,3,4,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1546192,-1,0,0,325,458,612,57,156,321,492,64,"No",0,0,0,6,"No","No","No","No","No","Yes" +2191510,2,9,0,1,3,5,0,1,3,4,2,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1966803,3,2,1,4,10,15,1,6,9,15,1,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +1585758,9,2,0,12,27,45,2,9,27,35,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1230691,187,8,0,0,0,0,0,1,3,5,3,"No",0,0.22,0.36,0,"No","No","No","Yes","No","No" +1799540,9,12,0,5,10,10,0,5,9,16,2,"No",0,0.74,0.63,0,"No","No","No","Yes","No","No" +1140591,12,8,0,9,24,39,4,16,31,49,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2863469,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3139195,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3041417,59,2,0,37,74,111,5,36,66,104,0,"No",0,0.31,0.34,0,"No","No","No","Yes","No","No" +2067377,169,2,82,87,203,261,49,127,193,293,49,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","No" +2064599,22,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1390041,23,8,24,16,48,80,5,31,54,78,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1813160,1,8,0,10,16,22,2,8,10,14,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1133241,838,2,747,3072,6264,9424,1209,3149,5715,8223,781,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1938589,0,8,0,0,0,0,2,20,53,77,17,"No",0,0.72,0.81,0,"Yes","No","No","Yes","No","No" +3202245,11,12,0,0,0,0,0,1,3,3,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +2924175,1057,8,325,2187,3717,5094,586,1761,3568,5864,361,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1279826,6,12,0,3,3,3,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3145701,68,4,2,24,48,72,9,31,55,84,13,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1486986,15,12,0,0,0,10,0,7,9,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1862472,8,2,0,2,6,8,1,5,6,12,3,"No",0,0.99,0.91,0,"No","No","No","Yes","No","Yes" +1791820,527,2,22,0,0,0,44,132,224,303,37,"No",0,1,1,0,"No","No","No","Yes","No","No" +1239716,79,8,1,401,639,841,105,270,530,830,55,"No",10,0.75,0.74,0,"No","No","No","Yes","No","Yes" +3061245,76,4,0,0,0,0,2,7,13,19,3,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1784348,10,8,0,0,5,10,3,5,7,13,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1982040,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2910877,65,52,0,0,0,0,1,2,3,6,1,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3025010,85,8,0,0,0,0,0,0,0,0,2,"No",0,0.61,0.72,0,"Yes","No","No","Yes","No","No" +1421314,2500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +2948559,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2204590,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.12,0,"Yes","No","No","Yes","No","No" +3256621,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2861878,1,9,0,1,2,3,1,2,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2285737,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +3084665,8,2,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.34,0,"Yes","No","No","Yes","No","No" +3002093,12,8,0,948,1584,2424,191,717,1374,1882,147,"No",48,0.31,0.2,25,"No","No","No","Yes","No","Yes" +1879298,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3144118,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1641945,24,8,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1305765,42,2,0,0,0,0,0,2,3,3,0,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +1860163,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2254642,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +1455267,38,12,0,0,0,0,4,12,16,23,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1415816,368,8,0,250,500,750,22,253,422,730,39,"Yes",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1599169,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1920869,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1628066,359,12,56,403,485,608,114,302,422,651,119,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2242266,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +3151786,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1357314,7,4,0,0,0,0,0,4,6,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3062279,903,8,4,0,0,0,37,153,235,322,37,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1661605,0,2,0,65,65,65,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1156723,16,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2875083,12,8,0,0,5,5,1,4,11,14,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2053474,22,52,0,48,48,48,2,7,9,19,0,"No",0,0.62,0.62,0,"Yes","No","No","No","No","No" +2961275,2,8,0,5,7,10,0,3,7,9,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3069090,0,8,0,0,612,986,0,0,2,2,58,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +3196861,0,2,0,6,6,6,0,0,1,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +2119136,5,8,14,0,5,10,2,8,20,25,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1773796,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1564648,1,16,0,3,3,3,0,0,1,2,2,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2117144,44,12,0,0,0,0,1,8,10,13,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +3081156,283,8,142,432,774,1032,98,304,651,859,102,"No",0,0.91,0.71,0,"No","No","No","Yes","No","No" +1534095,107,52,0,0,0,0,4,7,13,26,6,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +3090097,130,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1505348,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1356776,6835,8,1925,0,0,0,75,355,1130,2106,274,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2159393,-11,2,8,16,16,16,11,42,47,47,0,"No",0,0.66,0.63,11,"No","No","No","Yes","No","Yes" +1438877,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1568068,4,4,0,1,3,4,0,2,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1611054,13,4,0,0,0,0,2,2,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1910571,34,9,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1573739,19,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1257127,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1190257,58,NA,0,0,0,0,2,12,16,20,6,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2079958,0,12,0,6,9,12,2,4,9,11,1,"No",0,0.85,0.93,0,"No","No","No","Yes","No","Yes" +1372958,4,8,0,0,0,0,0,0,2,2,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2055951,99,8,28,168,336,456,36,147,333,541,50,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +1804885,11,8,4,4,14,14,3,6,14,23,7,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2841154,53,12,0,0,10,20,4,18,124,150,6,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1560059,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1984770,8,12,0,216,336,432,44,126,239,341,31,"No",0,0.78,0.78,1,"No","No","Yes","Yes","No","Yes" +2875546,21,8,0,0,0,0,2,3,8,15,0,"No",0,0.49,0.74,0,"No","No","Yes","Yes","No","No" +2112343,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2984759,16,8,0,0,0,0,0,0,0,0,2,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +2873234,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3084460,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.78,0,"Yes","No","No","Yes","No","No" +2855206,38,8,2,25,47,91,9,30,53,77,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +2125670,547,17,191,424,424,856,269,667,1224,1842,118,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1218186,405,8,648,351,516,720,93,318,738,1053,113,"No",6,-99,-99,0,"No","No","No","Yes","No","No" +1433584,9,0,0,480,660,660,38,133,253,368,28,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1690340,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2967175,61,16,0,0,0,0,3,10,26,40,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3266623,168,2,0,0,0,0,0,0,0,20,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3137779,1,12,0,1,2,2,0,0,2,2,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3220139,7,2,0,16,16,32,2,10,16,23,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1252979,1,8,0,10,10,20,6,13,18,23,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1613437,1,8,0,12,12,16,1,3,11,17,14,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","Yes" +2007188,179,8,0,0,0,0,0,1,16,21,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1327123,0,4,0,23,33,63,9,21,44,51,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3015862,21,8,0,0,0,0,4,7,10,12,0,"No",0,0.3,0.35,0,"No","No","No","Yes","No","No" +1677137,8,8,0,4,12,16,0,3,11,15,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1352438,76,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3270121,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2208772,519,8,0,0,0,0,34,130,227,322,36,"No",0,0.62,0.58,0,"No","No","No","Yes","No","No" +1836212,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1841538,-2,8,0,453,749,1033,70,254,640,963,63,"No",0,0.73,0.68,12,"No","No","No","Yes","No","Yes" +1846511,4,8,0,2,5,7,1,4,6,7,8,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2292396,9,12,0,0,0,0,1,2,8,12,2,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +3090973,182,9,0,0,0,0,0,1,3,3,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2229950,286,8,0,0,0,0,1,5,5,10,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2244734,-7,6,0,38,38,38,10,31,71,99,4,"No",0,0.73,0.76,7,"No","No","No","Yes","No","Yes" +1120156,19,8,0,0,0,0,1,1,2,4,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1796068,20,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1627531,4,2,0,88,176,220,39,72,140,214,5,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1651103,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1279332,0,2,0,600,600,600,3,4,6,9,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +1537241,54,2,0,0,0,0,0,0,0,0,1,"No",0,0.21,0.24,0,"Yes","No","No","Yes","No","No" +1606260,287,8,50,770,1320,1770,146,510,1078,1778,141,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1350218,1,8,0,43,79,121,7,29,62,92,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2835090,387,4,337,255,543,802,93,299,578,858,107,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1414269,11,2,0,0,0,0,0,3,7,10,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1526813,1,8,0,2,2,2,0,0,1,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2230073,3,8,0,18,27,45,6,17,30,43,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2234495,6,2,4,16,36,64,1,5,10,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1140628,5,8,0,0,0,0,0,0,0,3,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2169712,2,8,0,0,0,0,1,6,14,24,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","Yes" +1570151,780,4,0,0,950,950,130,422,834,904,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2938150,25,8,0,0,0,0,1,5,9,13,0,"No",0,0,0.08,0,"No","No","No","Yes","No","No" +2028446,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1242801,29,8,0,0,0,16,2,5,14,21,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3266545,3,2,0,1,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2083112,19,8,0,0,0,0,0,1,1,2,1,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +3166183,26,8,0,0,0,9,2,6,13,20,0,"No",0,0.46,0.68,0,"No","No","No","Yes","No","No" +2263236,13,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2960915,1,15,0,0,0,0,0,2,4,5,1,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +2907808,36,12,0,62,62,62,15,43,74,105,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1531441,4,2,0,0,0,0,0,0,4,4,0,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +1755012,47,8,44,77,123,192,19,83,157,234,22,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1984422,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +1911277,1,2,0,0,1,2,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1535071,4,9,0,0,0,1,0,1,2,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1760091,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1751912,2,8,0,0,0,1,2,2,3,8,1,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1787394,10,8,2,50,80,120,7,27,49,57,4,"No",2,0.43,0.46,0,"Yes","No","No","Yes","No","Yes" +2966839,173,8,0,0,0,0,1,3,9,12,3,"No",0,0.06,0.21,0,"No","No","No","Yes","No","No" +2147761,0,2,0,14,14,14,0,0,1,1,0,"No",0,0.83,0.85,0,"Yes","No","No","No","No","Yes" +1289892,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1321477,17,10,0,0,0,0,1,1,2,4,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1178450,133,8,0,50,50,50,1,35,131,202,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1730355,0,8,0,0,0,0,0,1,1,2,1,"No",0,0.83,0.83,0,"Yes","No","No","Yes","No","No" +1383741,159,2,0,0,0,0,10,16,25,35,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1860231,117,NA,11,0,0,0,30,112,170,229,25,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1977252,320,8,4,0,0,89,40,116,274,390,45,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1868103,8,2,0,16,32,48,1,9,28,46,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1617334,2,6,0,2,3,4,1,6,8,9,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1849658,0,8,0,13,22,31,7,12,21,26,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1778736,1533,8,32,0,0,0,1,1,37,43,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1423605,0,12,0,6,6,6,0,2,2,4,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1843090,32,8,0,0,0,0,0,1,5,13,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1848507,11,2,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1315470,1284,14,0,0,0,0,4,12,30,38,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2307381,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1112712,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.64,0,"No","No","No","Yes","No","No" +2803295,97,8,28,0,0,28,9,23,54,84,17,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2915646,600,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2210097,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +1411633,6,9,0,4,6,10,3,4,6,7,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1123885,39,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.81,0,"No","No","Yes","Yes","No","No" +1414095,13,8,10,19,31,49,4,17,30,44,16,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1746221,7,8,0,0,0,0,0,0,0,2,1,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +2891251,12,8,0,0,7,14,0,3,11,18,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2165403,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1391578,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2945382,0,8,0,2,2,3,2,3,3,3,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2920397,10718,2,4001,28842,54402,81792,7346,23599,47930,73748,5742,"No",0,0.95,0.82,0,"No","No","Yes","Yes","No","No" +1752479,935,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1781838,5293,12,3260,7171,10627,16387,2824,8467,20293,36968,3520,"No",259,0.96,0.88,0,"No","No","No","Yes","No","No" +1208994,611,2,120,880,1720,2400,247,748,1447,2304,266,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1264722,4,2,6,15,33,51,4,12,24,39,0,"No",0,0.82,0.89,0,"No","No","Yes","Yes","No","Yes" +2302215,8,2,5,108,168,248,18,71,160,199,10,"No",0,0.34,0.34,1,"No","No","Yes","Yes","No","Yes" +1129724,123,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1310137,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1775676,0,12,2,0,0,0,0,0,1,2,0,"No",0,0.78,0.78,0,"Yes","No","No","No","No","No" +1460431,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1925113,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2111229,1,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.42,0,"No","No","Yes","Yes","No","No" +1160437,793,2,309,900,1500,2100,391,962,2009,3051,382,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1139674,0,8,0,1,2,2,0,0,1,1,0,"No",0,0.47,0.62,0,"No","No","Yes","Yes","No","No" +2817315,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1395091,-8,8,0,9,9,9,20,20,20,20,1,"No",0,0.42,0.36,8,"No","No","No","Yes","No","Yes" +1896950,0,2,0,5,30,30,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1637810,37,8,0,0,0,30,7,22,39,53,15,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","Yes" +2183839,6,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3116252,15,8,0,0,0,0,0,1,7,8,3,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +2079662,0,4,0,8,12,16,3,6,18,22,0,"No",0,0.93,0.85,0,"No","No","Yes","Yes","No","Yes" +2893254,47,8,20,20,80,120,10,43,99,158,0,"No",0,0.99,0.89,0,"No","No","No","Yes","No","No" +2223029,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1602402,191,2,0,0,0,0,0,0,4,7,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1360214,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.57,0,"Yes","No","Yes","Yes","No","No" +1919228,8,8,0,30,60,100,11,34,69,89,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1792950,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1118693,48,8,0,0,4,16,18,28,55,84,11,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2236074,14,2,0,0,0,0,2,2,4,6,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2197842,40,2,5,6,38,45,8,34,59,99,18,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +2941807,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3082289,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2141865,4,4,0,0,0,0,2,3,3,3,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2054642,3,9,2,4,4,8,4,9,14,20,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2269881,43,2,0,0,0,0,0,0,1,7,1,"No",0,0.82,0.74,0,"No","No","No","Yes","No","No" +2029233,0,8,0,22,30,42,10,18,27,32,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2048275,-97,NA,0,0,0,0,474,1228,2414,2685,195,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2007692,375,8,0,0,0,0,3,7,12,33,4,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1266312,39,8,1,0,0,0,2,10,21,32,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1584753,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +2213167,1046,8,0,300,600,1200,225,642,1321,2098,461,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2011068,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2944206,11,8,0,0,0,0,2,5,5,5,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1796495,0,12,0,2,4,5,1,3,3,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3100174,4129,8,380,380,380,380,286,732,1299,2096,277,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1350902,1,8,0,2,3,5,1,2,4,4,1,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +2919845,345,2,0,0,0,0,0,34,64,126,14,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1563328,83,8,3,0,0,10,4,25,45,84,6,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1669780,1235,52,106,0,0,0,137,456,818,1186,210,"No",0,0.06,0.13,0,"Yes","No","No","Yes","No","No" +2125129,1,3,0,48,83,125,12,29,44,54,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1713692,20,2,0,0,0,0,1,2,4,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2912693,90,4,6,16,32,40,14,36,85,142,28,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2011241,3,8,0,1,3,5,0,2,4,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1615296,41,12,0,30,50,70,8,27,43,76,4,"No",0,0.81,0.83,0,"No","No","Yes","Yes","No","No" +1483559,17,NA,0,0,0,0,0,5,10,15,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1187673,20,8,0,40,80,100,30,54,82,100,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2204261,7,2,0,0,0,8,0,2,4,7,0,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1438980,7,2,0,20,45,75,6,28,59,71,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","Yes" +3083658,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2011028,7,8,0,0,0,0,0,0,0,2,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1980952,55,8,2,72,72,72,8,35,67,109,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1311087,9,8,0,144,240,240,43,66,110,282,15,"No",0,0.92,0.79,0,"No","No","Yes","Yes","No","Yes" +1783775,0,2,0,143,218,218,42,78,80,164,0,"No",30,0.75,0.8,0,"No","No","No","Yes","No","Yes" +2939756,43,2,11,0,30,60,1,8,10,12,8,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3193990,11,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1611980,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1739846,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +2867186,33,8,0,0,0,0,2,5,8,12,1,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1829085,184,2,64,288,520,789,123,322,572,826,143,"No",0,1,1,0,"No","No","No","Yes","No","No" +1130086,44,0,1,177,292,410,65,152,250,309,62,"No",0,0,0,0,"No","No","No","No","No","Yes" +1409370,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1623675,4,2,1,2,4,7,0,2,3,3,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1951390,76,2,0,226,446,686,7,7,7,7,20,"No",0,0.59,0.56,0,"Yes","No","No","Yes","No","Yes" +1222670,5000,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +1404893,1121,NA,301,0,0,0,818,2733,4740,7420,741,"No",0,-99,-99,3,"No","No","Yes","No","No","No" +1940297,600,8,0,0,0,0,0,1,6,10,0,"No",0,0.11,0.08,0,"No","No","No","Yes","No","No" +1699719,490,NA,0,0,0,0,12,47,91,161,19,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1518730,-6,NA,0,0,0,0,18,53,93,123,28,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2142439,76,0,0,0,0,3,5,15,24,24,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3145866,94,8,1,0,0,0,6,12,29,46,0,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +1418105,4,8,0,20,20,20,2,4,7,16,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +3233543,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1354801,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +3180827,421,5,0,0,0,0,0,4,96,105,41,"No",0,0.91,0.93,0,"No","No","Yes","No","No","No" +1615261,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +1799126,0,2,0,11,16,21,0,0,0,0,0,"No",0,0.56,0.58,0,"Yes","No","Yes","Yes","No","No" +2310599,3,8,0,18,28,38,7,11,19,30,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1959414,88,4,34,31,51,61,10,36,80,129,22,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2105699,19,8,0,0,0,0,1,2,4,12,0,"No",0,0.98,0.94,0,"No","No","Yes","Yes","No","No" +2178719,7,4,0,0,0,0,1,1,5,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2225516,14,2,0,0,0,0,5,7,17,19,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +3179111,5,8,0,0,0,0,1,1,3,5,0,"No",0,0.44,0.64,0,"Yes","No","No","Yes","No","No" +1363853,88,2,2,70,154,280,25,97,209,284,25,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1336809,24,2,0,18,36,72,5,18,27,38,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1512694,-9,12,119,699,749,849,142,601,1669,2194,215,"No",0,0.94,0.89,31,"No","No","No","Yes","No","Yes" +2188068,245,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1286550,65,13,0,0,0,0,1,2,3,7,2,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1823570,-13,2,0,108,168,198,49,81,185,274,36,"No",0,0.73,0.73,13,"No","No","No","Yes","No","Yes" +1961140,0,12,0,2400,2400,2400,0,0,36,36,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1987998,10,8,0,1,4,6,0,1,1,2,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1459140,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +1724763,13,5,0,0,0,0,0,0,0,1,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +1456975,84,8,0,0,0,0,4,18,35,47,3,"No",0,0,0.5,0,"No","No","Yes","Yes","No","No" +1801439,97,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2129816,4965,2,0,0,0,0,0,10,15,15,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1483110,25,8,0,29,58,87,17,38,63,90,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1570855,11,8,0,120,240,360,41,79,203,281,18,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","Yes" +3005085,0,12,0,7,11,11,0,2,10,13,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1418236,22,2,0,0,60,60,2,10,24,35,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +2992605,5,12,0,0,0,0,0,1,2,2,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2243175,7,8,0,7,14,21,5,12,22,33,7,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +2280148,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","Yes" +1982950,14,9,0,8,24,32,3,12,23,34,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1388872,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2108114,13,8,14,56,91,136,17,49,82,105,2,"No",0,0.95,0.85,0,"No","No","No","Yes","No","No" +1376904,39,8,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +2086652,-6,12,2,34,61,77,9,24,59,95,8,"No",0,0.82,0.78,6,"No","No","No","Yes","No","Yes" +1471605,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1696622,0,8,0,25,25,25,2,3,4,5,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +1115394,1452,16,15,0,0,0,40,121,216,323,60,"No",0,0.76,0.63,1,"No","No","Yes","Yes","No","No" +1857699,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1351054,13,2,0,0,0,0,0,3,3,3,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1277096,82,8,0,0,0,0,10,24,49,103,12,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2008281,0,2,0,4,24,24,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2914371,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +1344767,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2953879,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2185779,2,8,0,12,22,32,1,5,8,9,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1277359,0,14,0,2,4,5,1,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1893428,211,NA,0,0,0,0,0,0,7,20,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2174558,26,4,3,1,1,1,0,6,6,6,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1795109,21,8,0,0,20,40,5,14,33,57,6,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1834241,92,0,0,0,0,0,0,0,1,1,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +2910728,4,4,0,0,0,0,0,1,4,5,0,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +1783082,4,8,0,1,3,5,0,1,3,4,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +3236758,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1534173,18,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1595550,6,2,0,40,88,136,20,45,76,84,0,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +2257563,11,9,0,0,6,12,2,6,11,13,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1243028,4,8,0,25,25,25,6,15,29,57,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +1324110,12,8,0,0,0,0,0,1,1,7,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1934520,93,8,6,304,504,704,104,290,574,842,87,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1952507,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2031948,0,8,0,45,75,105,12,44,79,97,1,"No",0,0.89,0.88,1,"No","No","Yes","Yes","No","Yes" +2192959,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +3050667,300,12,0,0,0,0,0,3,6,10,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2978497,681,8,0,0,0,0,9,15,24,36,2,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1314613,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1505080,65,2,6,20,60,100,25,74,145,206,4,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1698105,9,8,0,350,550,550,52,154,323,497,75,"No",0,0.15,0.24,2,"No","No","No","Yes","No","Yes" +2171457,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2873675,0,2,0,5,5,5,4,4,4,4,1,"No",0,0.93,0.86,0,"Yes","No","No","Yes","No","Yes" +1222932,578,2,214,990,1650,2010,113,332,783,1835,151,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1641786,75,8,15,50,115,175,62,155,211,261,31,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +2077071,30,9,0,0,0,0,0,3,3,4,1,"No",0,0.7,0.79,0,"No","No","Yes","Yes","No","No" +3156623,24,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1904366,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1608970,402,9,72,360,864,1368,138,461,995,1520,150,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1400712,1,12,0,4,5,12,1,5,13,17,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1628389,1,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2134593,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2016398,41,8,0,0,0,0,0,0,0,0,2,"No",0,0.11,0.08,0,"No","No","No","Yes","No","No" +1512329,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1678118,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1886016,229,NA,0,0,0,0,2,7,25,51,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +2842875,35,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1789491,168,8,17,204,385,490,68,221,431,652,69,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2000442,20,8,0,0,24,24,7,12,31,43,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +3000177,33,9,0,0,0,0,3,5,6,12,2,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1123059,4,2,2,2,4,8,1,2,6,11,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1758678,0,8,0,71,120,156,0,0,0,0,11,"No",0,0.65,0.4,0,"Yes","No","Yes","No","No","Yes" +1708366,84,2,54,206,426,646,0,0,0,0,13,"No",0,0.59,0.56,0,"Yes","No","No","Yes","No","Yes" +1568356,4985,2,0,0,0,0,0,0,0,5,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2980109,32,NA,0,0,0,0,0,1,2,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1537604,18,8,0,0,0,0,0,0,0,0,2,"No",0,0.5,0.42,0,"No","No","No","Yes","No","No" +1220325,16,8,0,0,10,10,2,6,14,26,0,"No",0,0.66,0.68,0,"No","No","No","Yes","No","No" +1177362,5,8,2,0,0,0,0,1,3,6,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1493588,3,4,16,0,16,16,1,7,14,22,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +2170268,0,12,0,4,4,4,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +2290831,1,3,1,1,2,3,1,3,3,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2225691,4,12,0,0,1,2,0,1,2,4,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2058092,585,52,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +3053067,15,8,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1786613,8,8,0,0,0,0,0,3,8,11,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1372240,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1628697,19,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2890867,42,2,0,0,0,0,0,0,2,2,0,"No",0,0.37,0.14,0,"No","No","No","Yes","No","No" +1536902,6,4,0,0,2,5,0,1,4,6,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","Yes" +1330441,1,8,0,28,28,28,3,4,16,28,15,"No",1,0.84,0.69,0,"No","No","No","Yes","No","Yes" +1972712,3,8,0,0,0,0,0,0,0,2,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1642166,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1540143,4,8,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1807493,10,16,0,0,0,0,0,0,0,1,5,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +3122458,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.21,0,"Yes","No","No","Yes","No","No" +3165528,7,8,0,7,7,14,2,8,11,18,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2146067,143,16,2,72,216,336,29,142,290,420,87,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1125550,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1639200,18,12,0,0,0,0,1,1,1,1,15,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1900725,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1192413,87,8,0,0,0,0,3,8,15,26,6,"No",0,0.49,0.5,0,"No","No","No","Yes","No","No" +2153031,0,8,1,3,4,6,1,3,4,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3280825,347,8,3,15,339,581,30,177,560,898,87,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1180123,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1444374,3,8,0,0,0,0,0,0,0,1,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1676522,4,2,0,0,1,1,0,0,0,0,0,"No",0,0.84,0.89,0,"Yes","No","Yes","Yes","No","No" +3239043,219,22,0,10,10,55,38,72,105,137,30,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1389177,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1434251,10,8,0,0,5,15,1,8,17,26,3,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1537104,2,2,0,1,3,5,0,1,2,2,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +3260849,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.67,0,"Yes","No","No","Yes","No","No" +1561258,64,2,0,0,0,80,4,17,29,35,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1624609,88,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1443546,34,8,0,0,13,26,2,7,21,43,6,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3030502,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1564447,4073,8,32,0,0,0,98,245,470,764,83,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1543126,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2917180,257,52,0,0,0,0,4,9,14,26,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +3103526,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2273413,1,8,0,1,2,3,0,1,1,2,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3109888,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2133393,71,8,0,0,0,0,4,13,27,44,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2193571,0,2,0,12,20,21,0,1,1,1,0,"No",0,0.58,0.44,0,"Yes","No","Yes","Yes","No","Yes" +1314690,0,8,0,2,3,3,1,3,3,3,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +2254916,1,8,0,2,4,5,1,3,3,5,0,"No",0,0.79,0.87,0,"No","No","Yes","Yes","No","Yes" +1894166,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +2234852,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3141915,8,2,0,40,60,100,16,34,63,87,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +3283722,979,2,333,1050,1400,2100,321,848,1805,2472,251,"No",0,1,1,2,"No","No","No","Yes","No","No" +2997385,14,2,0,0,26,26,9,16,25,40,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2852925,91,2,42,0,36,72,13,42,84,183,31,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1192241,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.05,0.24,0,"Yes","No","Yes","Yes","No","Yes" +1957411,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.94,0,"No","No","No","Yes","No","No" +2923153,277,8,47,221,371,621,81,232,439,718,81,"No",0,0.02,0.12,0,"No","No","Yes","Yes","No","No" +1732102,224,8,66,1080,2160,2160,213,683,1268,1958,206,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1433040,0,8,0,30,36,42,4,8,13,19,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1352872,3,2,0,1,1,1,2,6,8,8,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2169960,3,2,0,0,0,0,2,3,4,4,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1134070,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1425286,11,NA,0,0,0,0,1,2,2,5,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2015686,2,2,0,7,9,12,2,2,4,5,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +1674644,9,2,0,230,230,230,9,20,26,33,2,"No",14,0.79,0.8,0,"Yes","No","No","No","No","No" +2043921,0,9,0,14,26,38,2,12,17,23,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","Yes" +2834580,112,12,8,0,0,0,4,21,41,65,5,"No",0,0,0.01,0,"No","No","Yes","Yes","No","No" +2824628,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","No","Yes","No","No" +1759095,96,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1484597,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","Yes" +2819470,117,2,15,128,224,384,29,96,202,308,45,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1605925,-5,8,8,68,124,173,2,27,38,71,15,"No",0,0.73,0.6,8,"No","No","No","Yes","No","Yes" +1929618,15441,NA,0,0,0,0,2,41,65,118,17,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2272571,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1222609,2,4,4,2,2,2,0,2,2,2,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","Yes" +1147732,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.11,0,"Yes","No","Yes","Yes","No","No" +2946766,472,8,180,540,1260,1800,75,332,1141,1857,87,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2238164,16,2,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2199858,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +3269377,185,2,138,160,320,480,89,194,364,552,76,"No",0,1,1,0,"No","No","No","Yes","No","No" +1679784,71,2,52,96,216,360,54,184,425,602,40,"No",0,0.44,0.64,0,"No","No","No","Yes","No","No" +1866745,2119,8,0,0,0,0,2,15,21,29,3,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1961647,102,8,3,0,0,181,3,23,50,80,17,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1152091,8,8,0,2,8,14,1,5,18,20,0,"No",0,0.88,0.7,0,"No","No","Yes","Yes","No","No" +1435932,214,2,12,117,195,273,25,107,210,369,40,"No",0,0.99,0.88,0,"No","No","No","Yes","No","No" +1388920,36,NA,0,0,0,0,0,2,2,2,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1471262,17,52,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1905864,5,2,0,10,20,30,3,15,34,44,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2171400,224,8,0,120,120,120,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3161882,50,9,20,37,77,107,11,40,74,104,13,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1866847,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.32,0,"No","No","Yes","Yes","No","No" +3108933,11786,NA,0,0,0,0,220,359,377,397,256,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2258305,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1515175,2,2,0,24,24,24,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1333598,4,12,9,0,6,12,0,4,11,17,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3098793,19,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1659389,15,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1845487,2,9,0,0,0,1,1,1,2,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2911904,16,8,0,0,0,0,1,6,16,22,7,"No",0,0.88,0.89,0,"Yes","No","No","Yes","No","No" +2201406,36,8,0,0,0,0,5,5,5,5,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2157206,3,2,0,0,0,0,0,2,2,2,2,"No",0,0.33,0.33,0,"Yes","No","No","Yes","No","No" +1920769,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1439505,51,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3040575,66,8,0,0,0,0,8,23,34,52,7,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1349529,16,12,8,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2883678,4640,8,0,0,0,0,25,70,70,1310,45,"No",0,0.75,0.67,0,"No","No","No","Yes","No","No" +1269235,19,8,0,0,7,14,3,10,19,34,3,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1799817,28,8,0,0,0,0,1,2,3,3,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1349433,67,8,1,96,208,304,32,80,173,271,38,"No",16,0.75,0.74,0,"No","No","No","Yes","No","No" +1168445,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","Yes" +2859260,18,9,0,0,0,0,1,4,4,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2804368,66,8,19,196,196,196,65,174,225,225,62,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2236052,54,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.94,0,"Yes","No","No","No","No","No" +2111913,76,8,0,0,0,0,0,0,9,12,0,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","No" +3103456,40,2,0,0,0,3,2,19,28,35,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3057986,85,12,0,36,96,156,29,91,171,254,0,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +1352818,11,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2190481,91,8,0,0,0,0,0,3,3,9,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3137089,18,8,0,0,0,0,1,2,2,3,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3145362,15,14,0,12,12,12,3,7,17,22,2,"No",0,0.17,0.08,0,"No","No","No","Yes","No","No" +1655050,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.32,0,"No","No","No","Yes","No","No" +3175182,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1162712,17,4,0,3,12,12,0,0,0,0,0,"No",0,0.82,0.78,0,"Yes","No","No","Yes","No","No" +1522898,58,12,0,100,100,100,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +2807964,53,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1786209,324,8,0,0,0,0,25,53,91,162,18,"No",0,0.69,0.56,0,"No","No","No","Yes","No","No" +1648390,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1283351,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +3224270,4,8,0,0,2,3,0,2,3,3,2,"No",0,1,0.94,0,"No","No","Yes","Yes","No","No" +2959002,125,8,0,0,0,0,3,14,25,43,4,"No",0,0.94,0.85,0,"No","No","No","Yes","No","No" +1185530,2,10,0,3,4,7,2,4,7,9,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3256068,0,3,0,9,19,27,3,11,16,27,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1384954,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3172057,7,12,2,20,36,52,9,26,36,45,0,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +3168469,1123,8,2210,6000,8520,10760,998,2581,4821,8678,1121,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2954784,9,2,0,0,0,0,1,1,1,1,0,"No",0,0.28,0.13,0,"No","No","No","Yes","No","No" +2165647,3,2,50,50,100,100,19,52,74,105,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3064062,9020,13,0,0,0,0,140,171,264,350,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1177574,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1627052,4,16,0,54,61,75,11,35,63,86,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1799435,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1385320,12,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1431918,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +2298776,3,2,0,6,12,16,1,3,3,3,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +2014037,15,12,0,0,0,0,0,2,4,6,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1577167,10,2,0,2,4,4,0,0,0,0,2,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +1819386,2,4,0,0,0,1,0,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1707920,3,9,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1777234,44,2,0,35,66,97,10,39,69,106,18,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3201741,20,12,0,10,10,10,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1575613,9,11,12,10,16,34,3,19,46,61,6,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +2159681,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1977579,129,2,0,30,75,120,42,140,258,325,27,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1974996,120,52,0,0,0,0,4,7,16,27,15,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +3017553,2,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2060906,69,8,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2851875,43,8,0,0,0,0,2,9,19,52,1,"No",0,0.76,0.8,0,"No","No","No","Yes","No","No" +1692957,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +3239450,629,8,354,900,2160,3000,416,1492,3320,5369,452,"No",0,0.98,0.97,0,"No","No","Yes","Yes","No","No" +1818417,320,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3132380,12,2,0,8,16,32,4,14,20,33,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1361832,39,8,0,0,0,0,0,1,4,5,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1161946,-1,12,0,16,24,32,1,7,12,21,0,"No",0,0.47,0.39,1,"No","No","No","Yes","No","Yes" +1166417,7,13,0,6,12,18,2,7,10,13,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1937692,0,2,0,5,19,19,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1636998,0,2,0,11,11,11,0,0,0,0,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +3139245,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1549463,-1,8,0,50,50,50,1,7,22,33,0,"No",0,0.83,0.86,1,"No","No","No","Yes","No","Yes" +1375241,3,8,0,0,0,0,2,5,8,13,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +1667846,9,9,1,7,14,28,12,19,34,41,4,"No",0,0.95,0.89,0,"No","No","No","Yes","No","Yes" +1785049,8,9,0,8,16,16,0,5,8,17,1,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1410227,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3112251,124,8,105,144,240,336,30,121,208,306,56,"No",0,0.8,0.86,0,"No","No","Yes","Yes","No","No" +2921474,37,52,0,0,0,0,1,1,1,1,1,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1364391,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2877221,-3,8,0,280,360,420,40,96,189,277,41,"No",0,1,0.9,3,"No","No","No","Yes","No","Yes" +2889837,109,9,21,96,204,300,41,100,198,303,56,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2995028,137,8,0,52,147,267,24,92,199,330,42,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1454768,11,12,3,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2141753,287,8,162,501,786,1178,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2826470,1,13,0,8,12,16,4,7,8,14,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1325401,3,8,0,49,76,104,10,37,52,70,11,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1307655,0,2,0,169,169,169,0,0,0,0,0,"No",80,0.07,0.27,0,"No","No","No","Yes","No","Yes" +2868973,0,2,0,20,20,20,0,0,0,0,0,"No",16,0.86,0.67,0,"Yes","No","No","Yes","No","Yes" +1375281,21,2,0,0,0,0,1,1,4,16,0,"No",0,0.45,0.45,0,"No","No","Yes","Yes","No","No" +1332606,5,4,1,0,2,6,1,3,9,10,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2999811,10,8,11,18,18,18,3,11,19,30,2,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1782551,535,5,2,0,400,400,62,148,275,413,67,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1879150,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1585652,24,8,0,0,0,0,0,1,2,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1216902,676,52,0,0,0,0,0,1,20,26,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2926364,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.45,0.43,0,"No","No","No","Yes","No","No" +3270716,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1130559,31,NA,0,0,0,0,0,0,2,2,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1576333,7,8,0,43,43,67,9,25,56,84,6,"No",15,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1558945,2949,8,0,0,1764,3528,0,0,0,0,0,"No",0,0.06,0.09,0,"No","No","No","Yes","No","No" +2217451,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1785300,3,8,0,0,0,1,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2208249,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.61,0,"Yes","No","No","Yes","No","No" +3143272,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2049520,2,3,0,16,16,16,1,2,7,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2028111,8,2,0,11,22,44,1,7,19,26,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +3203513,25,5,0,80,160,240,55,150,305,421,42,"No",0,1,0.98,3,"No","No","No","No","No","No" +3075117,5,2,0,1,1,1,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1236093,36,2,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1669443,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1279372,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1532012,175,8,0,0,0,0,0,1,3,3,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3117247,0,12,0,12,12,12,0,0,0,4,0,"No",0,0.07,0.19,0,"No","No","No","Yes","No","No" +2260555,39,2,15,78,144,216,23,68,123,183,23,"No",0,0.7,0.71,0,"No","No","No","Yes","No","No" +1138880,4,8,0,400,400,400,11,40,81,141,22,"No",0,0,0.5,0,"No","No","No","Yes","No","Yes" +2954202,4,2,0,0,0,0,1,1,1,1,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1214473,20,2,8,64,128,192,22,57,139,182,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1896188,375,52,0,0,0,0,0,1,2,3,11,"No",0,0.47,0.72,0,"Yes","No","No","Yes","No","No" +1932421,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +2049931,2057,8,1536,2016,4224,5856,7020,19051,32416,46346,2451,"No",0,-99,0.44,0,"No","No","No","No","No","No" +2153295,4,8,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1873175,3,8,2,105,175,210,11,40,100,148,40,"No",0,0.82,0.82,2,"No","No","No","Yes","No","Yes" +2004220,51,NA,0,0,0,0,1,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1586414,2,2,0,2,4,7,1,5,5,5,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1711835,12,8,0,5,15,25,0,4,10,15,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1803406,40,8,12,60,156,216,13,82,191,282,31,"No",0,0.96,0.67,0,"No","No","No","Yes","No","No" +1505151,313,NA,0,0,0,0,0,1,2,2,16,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1797865,14,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1729880,74,8,1,788,1324,1856,143,363,546,704,158,"No",48,0.09,0.09,0,"Yes","No","Yes","Yes","No","Yes" +2046048,98,2,0,0,0,0,1,2,3,3,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1294132,6,2,0,0,0,0,0,0,0,4,0,"No",0,0.9,0.72,0,"Yes","No","No","Yes","No","No" +2801852,16,8,0,0,0,0,2,2,2,3,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +2061559,4,8,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2005882,72,8,0,0,0,0,2,8,30,40,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1869436,0,8,0,13,24,30,3,10,14,20,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2937196,3,2,0,8,8,8,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1956831,0,4,0,0,0,0,0,1,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1392621,1163,NA,0,0,0,0,1,13,20,36,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1412266,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1412667,9,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3283284,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2015662,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1549998,221,8,63,240,400,520,81,174,467,758,231,"No",0,1,1,0,"No","No","No","Yes","No","No" +1407452,2669,2,707,3830,8676,13116,1261,4079,8527,13259,1279,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3224953,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1345293,2,10,0,4,8,12,5,9,12,14,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2093092,7,8,1,166,271,364,41,113,221,348,80,"Yes",0,0.76,0.84,4,"No","No","Yes","Yes","No","Yes" +1550697,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1600621,2,2,0,10,10,20,2,7,11,18,0,"No",0,0.77,0.81,0,"No","No","No","Yes","No","Yes" +2277162,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +2173642,5,4,0,0,0,0,0,0,1,2,2,"No",0,0.66,0.62,0,"No","No","No","Yes","No","No" +1830190,15,8,0,0,0,0,0,1,1,1,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1668271,4,8,0,0,0,0,0,1,1,3,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2203232,0,8,0,79,83,83,0,0,0,0,0,"No",0,0.47,0.31,0,"No","No","No","No","No","No" +1930809,38,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3236755,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1641930,5,12,0,8,8,8,0,1,1,2,0,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +1432474,0,3,0,111,182,214,0,0,1,1,28,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +1460709,53,4,0,203,331,464,71,161,264,394,32,"No",47,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1379238,127,8,21,144,294,419,41,143,301,506,32,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1956992,0,8,0,4,9,15,3,13,26,30,55,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +1591312,0,8,1,7,7,7,0,4,8,11,0,"No",2,0.92,0.89,0,"No","No","No","Yes","No","Yes" +2916786,3,8,0,0,1,2,0,1,1,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1768197,28,8,0,0,2,6,3,13,29,48,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1325030,269,8,49,352,676,928,120,344,673,1074,124,"No",0,0.78,0.73,0,"No","No","No","Yes","No","No" +1998183,15,8,0,0,7,51,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1959107,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2090596,84,8,0,0,0,0,2,6,12,19,11,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1421701,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +2126333,3,3,0,1,3,5,0,1,4,7,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2224598,0,8,0,350,550,550,33,150,298,462,64,"No",0,0.01,0.22,2,"No","No","No","Yes","No","Yes" +1868862,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2233821,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1131721,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2094218,9,NA,0,0,0,0,3,11,20,30,8,"No",0,-99,-99,0,"No","No","No","No","No","No" +1536845,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +3189166,54,9,0,0,0,0,5,11,20,36,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1565309,9,12,0,200,280,380,56,141,255,352,55,"No",0,0.51,0.51,0,"No","No","No","Yes","No","Yes" +1791101,94,2,0,0,0,0,0,0,0,0,1,"No",0,0.56,0.47,0,"Yes","No","No","Yes","No","No" +1401881,85,8,0,0,0,0,3,3,4,10,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3064418,270,8,0,0,0,0,6,17,37,63,2,"No",0,0.85,0.85,0,"Yes","No","No","Yes","No","No" +1281380,5,12,0,0,0,0,0,0,0,0,1,"No",0,0.44,0.46,0,"No","No","No","Yes","No","No" +1912603,37,9,0,0,0,0,3,6,21,31,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3120401,101,8,35,78,201,331,25,102,211,307,53,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2205155,0,8,0,3,4,6,0,3,3,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1695380,5,2,0,0,0,0,2,8,8,8,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","Yes" +2179604,74,2,15,56,95,160,17,57,129,187,48,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3047014,152,8,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1805077,27,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1955514,4,4,0,0,0,0,0,3,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3138964,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3114528,11,9,0,0,0,0,1,1,5,13,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2880881,145,2,0,0,0,0,0,2,2,3,2,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2206384,8,10,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1505334,59,4,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2176783,45,8,0,0,0,0,0,1,1,1,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2158033,154,8,109,24,114,210,37,137,265,425,43,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2996081,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1374468,48,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1395795,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1275509,137,8,0,0,0,0,0,0,2,2,0,"No",0,0.88,0.93,0,"Yes","No","No","Yes","No","No" +1765306,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2803356,60,8,26,81,165,249,42,109,215,343,26,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1264054,145,NA,0,0,0,0,0,6,16,37,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2125436,65,8,0,51,51,51,4,11,23,32,0,"No",4,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1487718,8,2,0,12,28,40,2,18,35,53,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1181766,7,2,0,0,0,0,0,0,0,0,0,"No",0,0.49,0.45,0,"No","No","Yes","Yes","No","No" +2009417,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2055931,0,12,10,18,32,46,9,23,41,54,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","Yes" +1229724,3,4,2,6,10,14,5,8,11,14,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1748751,1908,4,0,0,0,0,1,1,1,41,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1385053,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.94,0.92,0,"Yes","No","No","Yes","No","Yes" +2263143,3,9,0,0,1,3,1,2,2,4,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1456996,216,8,0,0,0,0,0,0,2,2,0,"No",0,0.84,0.77,0,"Yes","No","Yes","Yes","No","No" +2053985,0,8,0,2,2,3,0,1,1,1,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1130838,-62,8,0,120,120,120,1,109,120,133,53,"No",0,0.74,0.79,0,"No","No","No","Yes","No","Yes" +1156793,186,2,0,59,118,118,12,46,190,316,27,"No",0,0.74,0.9,0,"No","No","No","Yes","No","No" +1194859,124,8,0,0,0,0,0,0,0,0,0,"No",0,0.39,0.17,0,"No","No","No","Yes","No","No" 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+1293522,146,8,17,98,177,256,33,102,231,336,35,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2293473,1042,NA,0,0,0,0,10,63,110,202,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1966477,31,4,0,1,1,1,19,41,83,83,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2861838,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +1175907,17,8,0,0,0,10,2,5,5,11,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2977210,11,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +1883424,7,4,1,0,0,0,0,0,0,0,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1221664,92,4,46,16,48,64,120,365,794,1311,18,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2052161,643,8,3,0,250,250,45,158,342,607,105,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2297058,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1808930,9,8,0,12,36,48,5,23,46,76,11,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1492228,125,8,0,0,0,0,4,15,35,50,1,"No",0,0.74,0.74,0,"No","No","No","No","No","Yes" +1218298,24,8,0,181,300,445,40,139,272,414,41,"No",22,0.79,0.66,2,"No","No","No","Yes","No","Yes" +3067352,20,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1877565,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.34,0,"Yes","No","No","Yes","No","No" +3255735,329,12,15,0,750,750,40,161,277,442,61,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1426258,6,2,0,0,0,0,0,4,7,7,0,"No",0,0.11,0.08,0,"Yes","No","No","Yes","No","No" +3156203,8,9,0,0,0,0,0,0,0,3,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2111345,417,2,2,0,0,0,9,23,47,77,17,"No",0,0.63,0.75,0,"No","No","No","Yes","No","No" +2189082,1,9,0,2,3,5,1,3,3,6,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","Yes" +2233325,4,2,0,0,20,20,0,0,0,0,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","No" +1707670,14,8,0,15,23,43,5,20,36,46,1,"No",0,0.44,0.66,0,"No","No","No","Yes","No","No" +1370545,0,8,0,24,36,48,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1187362,167,2,0,0,78,169,0,0,150,300,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1617185,191,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2975056,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1762261,57,8,0,0,0,0,4,5,25,26,0,"No",0,0.5,0.53,0,"No","No","No","Yes","No","No" +1434006,3,8,0,1,2,3,0,2,3,5,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +2876807,3,8,0,0,0,0,3,12,18,26,3,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1681342,2,11,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1955148,0,8,0,1,1,1,16,16,16,16,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1726703,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2006881,490,52,0,0,0,0,12,86,558,916,62,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +1830289,5,14,0,0,2,5,0,3,3,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1546648,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","No" +1597111,137,2,37,168,366,564,50,160,294,386,70,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1373728,0,12,0,10,10,10,2,8,8,8,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1398900,202,NA,1,0,0,0,3,4,9,16,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1240914,24,8,0,6,23,28,3,17,37,57,0,"No",0,0.81,0.89,0,"No","No","Yes","Yes","No","No" +1224939,16,12,0,0,0,0,0,1,3,3,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1970125,72,8,0,0,32,64,9,39,89,121,15,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2022762,128854,8,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1543683,23,8,0,25,50,100,10,27,54,78,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2061688,14,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2100182,202,2,1,436,756,1076,156,408,669,875,116,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2180485,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3267830,495,2,0,0,0,0,0,1,1,1,0,"No",0,-99,0.28,0,"No","No","No","Yes","No","No" +2237215,95,8,0,0,0,0,3,14,30,50,11,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1332239,120,12,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.63,0,"No","No","No","Yes","No","No" +1751973,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1212224,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"Yes","No","No","Yes","No","No" +2133202,4,2,0,2,4,8,0,5,11,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2214326,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1756454,27,15,0,24,124,124,4,19,56,74,14,"No",0,0.75,0.44,0,"No","No","No","Yes","No","No" +1624123,41,2,0,80,80,160,16,49,116,168,20,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3242846,5,3,1,0,2,5,1,3,5,9,1,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1883715,6,4,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2277307,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3195429,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1959606,4,8,0,100,100,100,12,30,47,63,3,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","Yes" +2302209,9,2,0,0,0,0,0,0,6,6,1,"No",0,0.92,0.7,0,"No","No","No","Yes","No","No" +1268963,2,8,0,0,1,2,0,0,2,2,0,"No",0,0.78,0.88,0,"No","No","Yes","Yes","No","No" +2276918,1000,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","No" +1306198,13,8,0,16,24,40,2,7,10,73,8,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1169064,15,16,3,58,82,106,10,29,60,96,12,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +3105288,28,3,0,0,0,0,6,8,14,23,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2262127,7,2,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1372936,0,8,0,20,30,45,1,10,27,38,0,"No",5,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1932754,57,2,0,0,18,45,4,19,39,57,8,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +2234136,7,8,0,0,3,6,2,4,6,19,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1896349,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.51,0,"No","No","Yes","Yes","No","No" +1384638,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1302887,110,2,42,277,462,714,127,295,529,684,93,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1823674,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2897321,10,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1513147,2,2,0,10,20,30,2,7,9,17,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1371094,-119,NA,0,0,0,0,237,651,761,761,145,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1202823,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2260776,18,2,0,11,26,55,2,2,2,2,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","Yes" +1484706,17,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1930600,24,2,0,100,100,100,31,33,36,36,13,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +2030253,5,8,0,6,18,27,4,12,18,23,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +2148657,105,8,18,108,229,356,45,132,281,465,39,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2989472,85,52,0,0,0,0,0,1,1,3,0,"No",0,0.94,0.92,0,"Yes","No","No","No","No","No" +2011163,21,8,0,14,28,42,5,15,27,39,8,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +3139085,15,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1558387,0,8,0,3,4,6,0,0,3,7,2,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +3198927,5,8,0,10,10,10,7,11,16,19,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2193551,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"Yes","No","Yes","Yes","No","No" +1669496,-1,8,1,15,15,15,1,7,30,35,8,"No",0,0.33,0.57,2,"No","No","No","Yes","No","Yes" +2148844,184,52,0,0,0,0,5,16,34,62,4,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1563165,28,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1748297,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1451749,4,8,0,9,9,9,0,8,13,21,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2122444,11,9,0,0,7,14,0,6,14,22,3,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2845769,42,8,15,20,40,60,5,24,47,75,14,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2215818,45,2,0,0,0,0,0,2,3,3,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1350951,5185,2,0,0,0,0,4,4,4,4,83,"No",0,1,1,0,"No","No","No","Yes","No","No" +2193106,0,52,0,150,150,150,0,0,0,0,0,"No",0,0.79,0.87,0,"Yes","No","Yes","No","No","No" +3245835,6,52,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","No","No","No","No" +1713465,3,8,0,11,18,25,2,5,12,25,2,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1254298,0,9,0,11,19,23,7,10,16,19,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +1842919,14,5,0,30,30,30,0,2,2,2,0,"No",0,0.68,0.69,0,"Yes","No","No","Yes","No","No" +1710342,5,2,0,12,12,12,1,6,9,13,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1797056,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1255888,58,2,0,0,0,0,4,10,17,22,2,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +3001184,3,8,0,0,1,2,0,0,4,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1113714,1239,8,0,0,0,0,31,104,189,302,55,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +2259020,90,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.89,0,"No","No","No","Yes","No","No" +1584717,0,2,0,234,360,462,0,0,0,0,33,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","No" +2019886,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1136715,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +1974214,1,2,0,14,14,14,4,17,26,26,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +3281575,14,2,0,0,0,0,0,2,6,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2838926,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1225494,2,4,4,4,7,9,18,46,77,111,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1950483,6,8,59,372,599,809,103,284,540,828,54,"No",38,0.78,0.74,7,"No","No","No","Yes","No","Yes" +2813905,37,4,9,30,65,100,11,20,48,74,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2046800,0,8,0,35,56,77,6,22,33,53,11,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1959695,256,NA,0,0,0,0,0,1,4,8,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2234741,512,8,191,360,996,1452,195,639,1545,2468,255,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" 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+1235657,163,12,0,0,0,200,23,143,434,609,26,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1281410,1,12,0,24,36,48,5,22,38,51,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2281092,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1275379,0,8,0,48,95,95,0,0,0,0,11,"No",0,0.68,0.38,0,"Yes","No","Yes","No","No","Yes" +1489580,4,8,0,15,15,15,5,15,23,28,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1334342,8,8,0,8,20,26,0,4,9,26,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2111795,0,12,0,5,6,6,0,0,0,0,0,"No",3,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2207791,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1740841,0,8,0,7,11,15,2,7,12,16,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +2162840,24,2,5,56,122,193,13,46,99,151,0,"No",0,0.82,0.74,0,"No","No","No","Yes","No","No" +1673596,366,8,13,500,900,1300,161,441,887,1368,123,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +2296876,7,8,0,12,12,12,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +2972357,113,4,35,15,60,90,19,58,104,151,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2827997,543,12,0,0,0,0,2,10,16,30,4,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2278595,20,8,0,0,0,0,0,2,3,6,2,"No",0,0.28,0.37,0,"No","No","No","Yes","No","No" +1546227,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1761936,-188,2,7,1552,2231,2813,1021,1290,1763,2578,286,"No",0,1,1,0,"No","No","No","Yes","No","No" +1117127,30,8,0,16,32,64,1,9,30,73,2,"No",0,0.92,0.79,0,"No","No","Yes","Yes","No","No" +1947585,189,2,0,0,0,0,0,6,8,277,7,"No",0,0.88,0.94,0,"Yes","No","No","Yes","No","No" +3056687,93,2,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2056145,0,8,0,8,11,15,1,5,9,10,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2979846,3,8,0,0,0,0,1,2,2,2,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1374553,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +3245638,5,12,1,0,1,3,0,0,3,9,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1835426,30,8,0,0,0,0,3,9,18,32,3,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1274375,852,8,0,0,0,0,0,0,2,152,17,"No",0,1,0.95,0,"No","No","Yes","Yes","No","No" +1142923,0,3,0,30,30,30,11,28,29,29,15,"No",0,0.42,0.46,0,"No","No","No","Yes","No","Yes" +1476758,3,2,0,50,50,50,1,1,1,1,2,"No",0,0.81,0.82,0,"Yes","No","No","Yes","No","Yes" +1256348,2,8,0,0,0,0,3,3,4,4,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1924161,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2143242,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","No" +1466254,175,8,34,89,197,278,24,106,223,362,35,"No",0,0.82,0.8,0,"No","No","No","Yes","No","No" +1600638,70,8,53,117,267,392,59,178,348,495,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2209916,27,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2891920,1,8,0,1,1,2,0,2,2,2,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1976449,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1133176,0,4,0,100,100,100,10,22,22,34,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1238344,0,12,0,5,8,10,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1410580,26,12,0,0,6,12,3,9,29,40,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","No" +2023483,9,12,0,0,0,0,0,1,1,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3047486,49,2,0,0,0,0,2,5,8,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3148127,102,12,14,26,110,180,14,51,98,154,18,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +2236227,0,12,0,6,8,11,1,3,5,8,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1597537,2,8,0,0,0,0,1,2,2,3,1,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1693368,2,2,0,2,5,6,0,0,0,0,0,"No",0,0.84,0.89,0,"Yes","No","Yes","Yes","No","No" +1187778,9,11,0,14,27,40,6,18,28,40,3,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1178053,8,2,0,6,21,36,14,35,65,66,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","Yes" +1950169,39,8,0,0,92,223,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2302227,20,2,0,0,0,0,0,4,7,9,0,"No",0,0.95,0.88,0,"Yes","No","No","Yes","No","No" +2051231,20,4,0,0,0,0,1,1,2,2,0,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1328959,6,2,0,0,0,0,1,1,1,2,0,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2145829,4,2,0,12,24,32,6,13,23,41,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +1308808,4,2,0,2,2,2,3,7,7,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1446489,13,8,0,0,0,0,1,2,2,2,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1349015,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1316774,73,8,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2094341,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2833225,0,2,0,11,11,11,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1458630,12,8,0,0,0,0,0,2,6,10,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1363839,45,2,0,0,0,0,1,1,1,2,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1835075,187,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1250419,1,9,0,0,0,0,0,0,0,0,2,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1136175,45,8,0,0,0,0,3,12,21,35,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1721364,402,8,77,415,927,1391,129,412,918,1606,220,"No",0,0.92,0.84,0,"No","No","Yes","Yes","No","No" +1956199,4,8,0,1,4,5,2,5,11,21,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2159397,45,2,0,285,360,437,74,175,176,176,51,"No",0,0.7,0.71,3,"No","No","No","Yes","No","Yes" +1421159,10,2,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2205492,24,2,1,0,0,0,6,11,15,30,1,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +1123776,2,2,0,2,3,5,0,1,4,6,0,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1214246,12,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.92,0,"No","No","No","Yes","No","Yes" +3086538,20,8,0,0,0,0,1,3,8,15,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1359862,175,12,1,66,154,295,57,206,419,633,22,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1854769,1,8,0,5,8,11,0,4,9,11,2,"No",2,0,0.49,0,"No","No","No","Yes","No","Yes" +1267409,11,12,0,0,0,0,2,5,8,12,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1134881,0,2,0,4,13,13,0,0,0,0,0,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +1369253,122,8,5,48,144,192,18,55,157,242,35,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1209874,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1807005,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1671877,113,8,51,161,335,495,55,163,349,552,40,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1841346,31,8,0,0,0,0,2,6,35,43,11,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1874318,39,2,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +1971988,231,2,0,1020,1740,2460,251,779,1604,2597,0,"No",0,0.43,0.47,0,"No","No","No","Yes","No","No" +1498240,11,8,0,8,8,16,0,3,20,23,12,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1963314,19,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2160393,10,2,0,0,0,0,0,3,4,4,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2114489,494,8,162,160,349,484,96,262,492,875,99,"No",0,0.06,0.16,0,"No","No","No","Yes","No","No" +1707692,432,NA,0,0,0,0,0,8,21,33,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1660962,29,2,0,25,50,75,7,24,40,43,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1293307,10,8,0,0,0,2,0,3,10,18,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1731308,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1954184,18,8,0,8,16,28,1,6,21,26,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2295649,19,2,0,20,40,40,23,29,57,70,0,"No",0,0.64,0.33,0,"No","No","No","Yes","No","Yes" +3077722,10,2,0,4,14,24,4,13,31,33,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1661288,2,8,0,0,0,0,0,0,1,2,2,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +3152506,9,12,0,0,0,0,1,2,3,3,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3278588,9,2,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1520672,189,NA,0,0,0,0,0,2,4,8,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1999209,478,8,4,0,0,0,4,17,47,91,19,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3039836,30,12,0,0,0,7,4,9,29,54,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1173502,4,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1668469,13,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1864512,72,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2059723,21,8,5,0,0,0,5,12,18,43,7,"No",0,0.7,0.84,0,"No","No","No","Yes","No","No" +1210323,0,2,0,4,76,76,0,0,0,0,1,"No",4,0.88,0.74,0,"Yes","No","Yes","Yes","No","No" +1932933,137,8,0,0,0,0,36,83,198,276,18,"No",0,1,1,0,"No","No","No","Yes","No","No" +1162723,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1883790,1,8,0,3,5,7,0,2,3,3,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","Yes" +2246867,608,8,179,656,1288,1920,131,585,1107,1914,206,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1964504,7,8,0,0,0,0,2,9,14,17,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2876088,3,8,0,0,0,0,0,0,1,4,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1329827,15,4,7,28,56,77,1,15,31,49,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +1180160,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.89,0,"Yes","No","No","Yes","No","No" +3179850,4,9,0,1,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1116347,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","Yes","Yes","No","No" +3151971,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1156649,168,8,5,1599,2495,2623,23,80,955,3931,161,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1143689,90,8,75,30,75,135,24,90,154,241,54,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1418730,379,NA,0,0,0,0,2,4,10,24,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1299163,141,4,0,80,80,80,5,11,67,74,3,"No",0,0.83,0.89,0,"Yes","No","No","Yes","No","No" +1743199,86,8,22,42,105,147,14,49,114,183,26,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2276481,16,2,0,0,2,7,5,12,15,15,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1646351,4,8,0,4,9,12,2,4,8,10,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1858676,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2192501,24,8,0,0,0,0,2,7,16,25,0,"No",0,0.52,0.58,0,"No","No","No","Yes","No","No" +2934456,147,8,22,226,346,442,30,117,242,404,53,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1507824,679,8,360,518,1120,1722,184,581,1185,2193,141,"No",0,0.96,0.81,0,"No","No","No","Yes","No","No" +1659553,10,8,0,0,10,10,2,3,9,11,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +2041476,3,8,0,32,39,39,3,7,14,27,0,"No",3,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1990617,53,8,7,124,236,338,16,87,204,271,38,"No",19,0.7,0.84,0,"No","No","No","Yes","No","No" +1846830,7,9,7,11,11,17,0,9,27,28,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1783012,214,2,87,228,546,900,46,131,213,215,44,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1733451,14,4,0,0,0,0,0,0,19,19,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1533359,0,2,2,0,0,0,0,0,0,0,0,"No",0,1,0.9,0,"Yes","No","No","Yes","No","No" +1771651,149,NA,0,0,0,0,0,10,15,17,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1586644,3,52,0,0,0,0,0,0,0,0,1,"No",0,1,0.88,0,"Yes","No","Yes","No","No","No" +1230850,104,8,0,17,45,87,10,30,60,145,30,"No",0,0.91,0.84,0,"No","No","No","Yes","No","No" +2971273,218,8,0,0,0,0,3,8,22,30,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1400906,369,8,7,0,0,0,13,36,63,109,16,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1591893,318,12,90,960,1320,1980,223,800,1315,2028,164,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3249333,12,8,1,156,244,288,27,74,158,158,21,"No",0,0.87,0.88,1,"No","No","No","Yes","No","No" +2178959,28,2,0,0,0,0,1,1,2,2,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1652921,4,8,0,0,0,0,0,2,2,2,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3226423,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.78,508,"No","No","No","Yes","No","Yes" +3213581,46,2,0,12,60,120,15,46,99,100,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1990023,48,8,0,54,79,79,33,58,82,107,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1421852,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1846760,14,8,0,0,0,20,0,6,11,19,2,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2964975,12,8,0,0,0,0,5,9,19,32,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1680149,9,8,9,14,22,30,3,12,20,31,9,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1792947,1,9,0,1,1,2,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2108707,16,4,0,0,0,0,0,5,25,26,2,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2079514,4,8,0,18,30,42,2,8,15,25,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1597661,429,4,109,353,708,1108,149,550,1034,1184,137,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1897634,1,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1180274,2,8,0,0,0,3,1,1,1,2,0,"No",0,0.87,0.89,0,"No","No","Yes","Yes","No","No" +1903823,12,8,0,0,0,0,0,0,1,1,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3042791,131,2,0,0,0,0,0,0,0,2,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1745383,6,8,0,13,24,35,3,8,15,32,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2264321,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1881797,35,8,0,0,0,0,0,0,1,1,3,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2269497,10,8,0,0,0,5,2,3,13,14,3,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1705754,10,8,0,0,0,0,0,0,1,1,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2071122,158,0,0,0,0,0,1,5,12,20,63,"No",0,0,0,0,"No","No","No","Yes","No","No" +1470814,7,3,0,0,5,5,5,6,8,14,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1525993,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2184886,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","Yes" +1583516,108,9,0,0,0,0,0,0,0,1,1,"No",0,0.41,0.75,0,"No","No","No","Yes","No","No" +1639381,17,8,0,9,9,9,4,19,24,33,0,"No",0,0.79,0.9,0,"No","No","No","Yes","No","No" +2266650,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1688394,208,12,0,0,0,0,2,11,21,28,1,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +1847879,0,8,0,6,9,12,2,4,6,7,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1475857,25,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +2825694,8,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2137491,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1618578,7,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1652243,0,2,0,4,16,16,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","Yes" +2129989,66,8,0,0,0,0,0,0,1,2,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1370828,67,8,1,100,100,100,13,29,64,105,17,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1492927,6,8,0,3,6,9,0,3,4,12,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1230543,83,10,0,0,0,0,1,7,11,17,3,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +3079224,2244,2,1550,7650,14150,19650,2529,6805,13152,20757,1404,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1732910,274,8,103,270,530,850,87,282,599,931,207,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3232395,22,8,0,0,0,0,0,2,4,4,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1362508,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1715205,2,2,0,30,60,60,7,13,26,48,0,"No",0,0.98,0.92,0,"No","No","No","Yes","No","Yes" +1415894,-1,12,0,6,6,6,2,12,29,50,2,"No",0,0.44,0.38,1,"No","No","No","Yes","No","Yes" +2207518,3,8,0,0,0,0,0,0,1,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1850785,2,2,0,12,12,12,4,8,12,18,0,"No",12,0.65,0.74,0,"No","No","No","Yes","No","Yes" +1992655,0,9,0,2,4,5,1,2,3,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2254612,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2175274,6,NA,0,0,0,0,1,4,11,17,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2027141,1,2,0,25,25,25,0,0,0,0,1,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +2949630,25,12,0,5,5,5,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3085703,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.49,0,"No","No","No","Yes","No","No" +1992782,58,2,26,56,140,224,18,72,124,186,29,"No",0,1,1,0,"No","No","No","Yes","No","No" +1811815,0,2,0,0,0,0,2,3,3,5,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","Yes" +2890690,0,2,0,342,538,783,95,196,304,370,63,"No",0,0.73,0.7,0,"No","No","No","Yes","No","Yes" +1222512,22,8,0,0,0,0,0,0,1,1,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1958244,4,8,0,0,20,20,3,4,6,9,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2079184,52,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1509494,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1887013,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1463214,2,8,1,26,53,74,7,13,34,45,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2893990,400,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1359550,26,8,0,0,0,0,0,0,44,56,0,"No",0,0.73,0.73,0,"Yes","No","No","Yes","No","No" +2855939,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2292015,88,8,70,323,523,723,103,310,558,827,49,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2903230,48,4,37,46,70,110,35,99,177,238,15,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2033972,122,2,0,0,0,0,13,38,94,122,21,"No",0,0.14,0.14,0,"No","No","No","Yes","No","No" +1814684,34,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2028673,5,8,0,0,0,0,1,1,1,1,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +1568739,25,8,20,172,277,347,75,242,278,363,61,"No",2,0.91,0.93,10,"No","No","Yes","Yes","No","Yes" +1459903,32,8,0,0,0,0,1,6,22,41,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1345047,15,9,0,4,16,24,2,15,22,32,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1436117,25000,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1161698,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1912831,36,8,0,10,10,10,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2815227,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1477320,65,8,0,0,0,0,0,2,5,8,2,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +2167440,1399,8,134,772,1865,2951,306,970,1998,3594,446,"No",0,0.96,0.95,1,"No","No","No","Yes","No","No" +2264224,610,8,0,0,0,0,43,97,236,309,23,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +1188809,355,8,0,200,400,400,54,146,277,489,67,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1253699,49,5,15,47,128,174,23,54,131,191,10,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2278232,0,4,0,11,11,11,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2024893,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3021776,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1989907,0,2,0,7,9,12,4,6,8,10,0,"No",0,0.5,0.25,0,"Yes","No","No","Yes","No","Yes" +2027100,0,2,0,6,6,6,0,0,0,0,0,"No",0,0.62,0.62,0,"Yes","No","No","Yes","No","No" +3052894,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.9,0,"No","No","No","Yes","No","No" +1807640,23,8,0,0,0,0,0,2,2,2,0,"No",0,0.51,0.53,0,"Yes","No","Yes","Yes","No","No" +1197397,93,4,64,0,0,9,5,13,13,13,2,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","Yes" +3241922,10,8,0,20,20,20,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1152213,8,12,0,0,6,15,5,13,22,40,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2244964,340,12,0,0,0,0,3,11,24,36,2,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1483032,4,4,0,0,0,0,1,4,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3166383,3,2,0,0,0,0,0,0,2,2,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1313966,0,5,0,16,16,16,1,1,1,1,0,"No",0,0.64,0.67,0,"Yes","No","Yes","Yes","No","Yes" +3076720,5,8,0,10,20,30,1,7,16,19,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","Yes" +1134383,-66,8,67,811,1352,1821,391,691,1127,1602,157,"No",0,0.77,0.68,81,"No","No","No","Yes","No","Yes" +1145524,93,9,4,56,112,168,23,64,124,192,72,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2288609,21,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2899175,6,3,0,3,7,12,1,11,14,15,1,"No",0,0.75,0.66,0,"Yes","No","Yes","Yes","No","No" +2057865,48,NA,0,0,0,0,1,1,3,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3051549,7,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2211232,108,8,1,90,210,330,24,98,190,287,28,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1666842,14,8,0,0,0,0,0,0,2,2,2,"No",0,0.98,0.94,0,"No","No","Yes","Yes","No","No" +1541829,1,8,0,3,5,7,0,2,3,7,4,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +3206853,24,8,0,0,0,0,0,1,2,5,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1572464,33,8,33,0,0,14,8,23,45,63,8,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1849222,6,12,1,11,25,37,3,13,30,36,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1690707,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2855153,5,8,0,19,27,47,3,9,16,21,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3115380,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +2243920,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2917405,0,8,0,10,17,25,2,3,6,11,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1232482,5,4,2,0,0,0,0,0,0,0,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1706079,21,2,0,0,0,0,1,3,8,8,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1426801,1561,4,39,0,0,0,132,388,995,1608,92,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1796911,0,2,4,0,0,0,0,0,0,0,1,"No",0,0.86,0.86,0,"Yes","No","No","Yes","No","No" +1531067,0,12,0,9,9,9,1,2,5,5,0,"No",3,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1924333,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2235433,115,8,0,0,12,156,7,34,92,148,13,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1984205,454,20,0,0,0,0,9,23,89,105,0,"No",0,0.37,0.6,0,"No","No","Yes","Yes","No","No" +2018036,20,8,0,110,175,240,17,42,95,141,10,"No",0,0.95,0.94,0,"No","No","No","Yes","No","Yes" +2295005,16,8,0,0,0,0,0,0,0,1,2,"No",0,0.38,0.31,0,"Yes","No","No","Yes","No","No" +1812697,57,8,4,31,61,99,17,47,94,138,23,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1706753,122,12,8,0,0,0,16,16,24,48,0,"No",0,0.38,0.47,6,"No","No","No","Yes","No","No" +1850208,53,8,14,16,40,64,13,26,53,87,24,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1343663,0,2,0,66,102,126,0,0,0,0,5,"No",0,0.1,0.04,0,"Yes","No","Yes","Yes","No","No" +1396744,6,8,0,0,0,0,0,1,1,2,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1140155,27,12,0,0,0,0,0,15,15,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1163281,1200,9,0,0,0,0,0,0,0,0,15,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2277096,3,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1770454,4,8,0,0,0,0,4,6,6,6,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +3096357,15,8,0,10,20,40,2,10,33,45,7,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3225878,14,2,0,0,0,0,0,1,5,10,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2834430,9,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1128620,1458,8,0,0,0,0,2,3,3,6,1,"No",0,0.38,0.64,0,"No","No","Yes","Yes","No","No" +1976531,15,8,0,0,0,0,1,4,7,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1584005,1,2,0,50,50,75,25,32,49,64,0,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +3274372,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3043690,109,2,12,149,269,389,39,131,274,405,32,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3247186,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","No" +1999858,904,8,6,0,0,0,36,79,156,228,24,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1483092,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1400641,20,4,0,0,0,0,0,0,2,6,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2947185,85,2,0,0,0,0,0,4,6,10,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2235829,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1165079,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +3197797,10,8,0,2,5,7,2,3,8,17,2,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1243320,60,8,0,0,0,0,2,8,16,27,21,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1504036,2,8,0,25,25,50,6,13,20,28,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1874683,12,12,11,71,83,116,6,27,69,90,9,"No",2,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1553487,35,8,0,0,0,0,0,4,10,11,2,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1137659,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.42,0.41,0,"Yes","No","No","Yes","No","No" +3139212,109,0,0,45,45,45,7,24,57,73,10,"No",0,0,0,0,"No","No","No","Yes","No","No" +2264145,440,8,120,120,240,480,64,236,470,708,67,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +2291048,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1813745,1,4,0,4,8,16,4,7,18,21,0,"No",0,0.96,0.85,0,"No","No","Yes","Yes","No","Yes" +1491895,32,8,16,32,64,80,7,27,45,73,8,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1511993,960,8,0,952,1904,2380,280,572,1556,2484,634,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +2014391,16,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1796214,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +3189333,9250,8,0,0,0,0,25,100,202,227,105,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1983740,124,8,0,0,0,0,4,16,32,47,1,"No",0,0.74,0.74,0,"No","No","No","No","No","Yes" +2970304,3,8,0,0,0,0,1,2,5,8,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1936198,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1877987,0,2,0,85,85,85,0,0,0,1,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","Yes" +3119658,6,2,0,9,18,27,4,12,21,29,0,"No",3,0.13,0.17,0,"No","No","No","Yes","No","No" +2123755,1057,12,273,1250,2250,3750,383,1195,2364,3776,381,"No",0,0.46,0.38,0,"No","No","No","Yes","No","No" +3161623,3,9,0,3,4,4,1,3,4,4,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1144225,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2007943,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1856649,5,8,0,0,1,3,0,1,3,6,1,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +2905858,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1775910,2,9,0,1,1,1,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1159277,0,2,0,5,55,55,0,0,0,0,1,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +3181196,3,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3167908,2734,8,132,3697,8290,12384,1350,4274,9140,14493,1095,"No",0,0.82,0.54,0,"No","No","Yes","Yes","No","No" +1846705,25,8,0,0,0,10,2,8,18,34,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1906047,16,2,0,349,513,661,73,155,270,340,75,"No",0,0.27,0.39,0,"Yes","No","No","Yes","No","Yes" +2878333,155,3,0,0,0,0,9,24,33,54,7,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1211358,1,8,0,600,600,600,247,281,439,496,114,"No",0,0.97,0.91,0,"No","No","No","Yes","No","Yes" +1870484,46,4,0,0,4,12,7,15,23,25,1,"No",0,0.73,0.78,0,"Yes","No","Yes","Yes","No","No" +2258528,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3244455,3,9,0,6,12,18,4,9,15,22,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3141000,129,2,0,0,0,0,1,2,10,17,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2224825,16,NA,0,0,0,0,0,1,5,6,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3198799,10,2,0,0,0,0,1,1,1,1,0,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +2958590,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1118051,35,9,14,21,51,75,9,27,45,68,9,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1465093,49,9,0,0,0,0,1,2,3,4,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2062346,97,3,15,144,240,360,32,182,305,420,23,"No",0,0.69,0.69,1,"No","No","No","Yes","No","No" +1215704,19,2,0,0,0,0,0,1,3,3,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3201868,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1746016,65,2,55,112,220,364,22,104,161,163,19,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1819197,13,2,10,38,87,143,15,43,87,117,8,"No",0,0.81,0.87,0,"No","No","No","Yes","No","Yes" +1638431,1,9,0,1,2,3,0,1,2,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3257640,39,12,0,0,0,0,8,22,46,73,14,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1204206,0,9,0,3,4,6,2,3,4,7,0,"No",0,0.1,0.27,0,"No","No","No","Yes","No","No" +1747510,0,12,0,4,4,4,1,6,7,9,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1540662,54,8,0,0,0,23,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1717335,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1346578,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1823012,0,8,0,6,10,14,3,5,9,12,0,"No",1,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +1139949,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.46,0,"Yes","No","No","Yes","No","No" +3146181,1,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3063974,12,2,0,0,0,0,1,1,1,1,1,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2256690,31,8,30,29,29,29,3,15,26,40,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1792425,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1837472,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1591162,6,8,0,1,4,8,2,7,8,14,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1699264,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1514737,11,8,0,0,0,0,1,2,3,5,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2829891,5,2,0,0,0,0,0,2,4,5,0,"No",0,0.52,0.73,0,"No","No","No","Yes","No","No" +1763604,75,4,0,23,43,73,5,18,41,98,15,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3056030,3,8,0,0,0,1,0,1,2,3,1,"No",0,0.05,0.13,0,"No","No","Yes","Yes","No","No" +1471029,27,2,200,0,100,200,77,204,321,413,85,"No",0,0.72,0.81,9,"No","No","No","Yes","No","No" +1371057,80,8,0,264,516,688,12,156,244,360,180,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1163320,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.78,0,"Yes","No","No","Yes","No","No" +2007537,7,8,0,84,162,266,8,39,65,102,13,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1263514,15096,8,0,0,0,0,0,120,470,595,49,"No",0,1,0.67,0,"No","No","Yes","Yes","No","No" +1615090,234,8,0,800,1200,1600,170,556,1033,1522,175,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2144578,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3031400,4,8,1,0,1,3,0,1,4,6,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1657579,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.8,0,"No","No","No","Yes","No","No" +1322938,2,14,0,20,35,45,6,23,32,50,15,"No",0,0.3,0.38,0,"No","No","No","Yes","No","Yes" +1561961,180,8,149,0,0,22,18,89,178,270,33,"No",0,0.91,0.85,0,"No","No","Yes","Yes","No","No" +1499470,0,8,0,64,92,128,0,0,0,0,17,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2231569,50654,8,24715,56295,118213,163356,248,580,1061,1498,140,"No",0,0.42,0.67,0,"No","No","No","Yes","No","No" +1747926,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2159738,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.83,0,"No","No","No","Yes","No","No" +3132392,92,0,0,0,0,0,5,9,25,40,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1341110,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1850688,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1274164,403,8,0,118,278,374,32,164,310,551,113,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2126556,8,8,0,14,14,14,8,17,44,62,5,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1555545,2,8,0,22,35,49,8,23,35,55,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1776014,630,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.77,0,"No","No","Yes","Yes","No","No" +2994249,-52,8,0,464,734,974,43,163,384,566,68,"No",57,0.16,0.1,59,"Yes","No","Yes","Yes","No","No" +1854264,18,12,0,28,58,88,18,47,88,114,14,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +1820664,71,8,1,0,0,0,3,7,16,23,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2122572,86,12,0,0,0,0,0,0,0,0,8,"No",0,0.87,0.94,0,"Yes","No","Yes","Yes","No","No" +1656543,36,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2115816,0,4,0,15,15,15,0,0,0,0,0,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +3263207,299,NA,0,0,0,0,1,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1381576,102,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1289540,6,8,0,1,4,6,0,2,3,9,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +1800453,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2215018,4,8,0,0,0,0,1,2,2,4,0,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +1249054,136,8,0,0,0,0,0,0,2,4,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1180720,51,8,35,195,330,469,80,212,360,504,27,"No",0,0.64,0.68,0,"No","No","No","Yes","No","No" +2117809,0,2,1,0,0,0,0,0,0,0,0,"No",0,0.1,0.12,0,"Yes","No","No","Yes","No","No" +3204617,664,12,12,320,640,960,78,344,738,1137,171,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1991284,2,2,0,0,0,0,1,2,2,2,1,"No",0,0.87,0.75,0,"No","No","No","Yes","No","Yes" +1533591,0,9,0,7,9,10,2,2,5,7,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +2812027,218,8,0,0,0,0,6,19,42,72,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1263988,74,0,0,0,21,54,11,43,86,138,7,"No",0,-99,0,0,"No","No","No","No","No","Yes" +1976454,7785,8,1,0,0,0,228,787,1803,2887,298,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1646725,106,9,4,17,59,107,22,70,108,162,36,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1235756,136,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3014312,4,8,0,10,10,10,0,1,5,11,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3218582,48,4,37,61,118,169,29,92,145,201,15,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1668740,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1399913,6,2,0,4,8,14,0,16,22,30,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1329125,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.71,0,"No","No","No","Yes","No","No" +2214213,36,2,0,0,0,0,1,18,18,18,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1136875,94,2,0,0,0,0,0,0,1,2,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2117774,8,4,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.79,0,"Yes","No","Yes","Yes","No","No" +1146668,6,8,0,10,26,26,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1346795,66,2,0,0,0,0,3,3,3,5,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1673181,55,8,13,12,24,48,8,22,49,87,18,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1420534,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.85,0,"Yes","No","No","Yes","No","Yes" +3245206,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1754449,18,8,0,30,60,60,17,45,81,124,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","Yes" +1595797,36,2,2,25,50,80,15,39,99,137,20,"No",0,0.6,0.58,0,"No","No","No","Yes","No","No" +3161252,153,8,87,301,533,710,85,314,617,972,84,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1169263,648,8,8,0,0,0,46,177,339,513,45,"No",0,1,1,0,"No","No","No","Yes","No","No" +1824207,5,8,2,4,4,4,3,3,10,12,3,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +2804779,54,13,0,0,0,0,5,8,21,34,2,"No",0,0.8,0.75,0,"Yes","No","No","Yes","No","No" +1415801,4940,8,0,0,0,0,0,23,23,23,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +3215253,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1226873,38,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1321607,24,8,0,12,16,28,7,14,23,42,1,"No",0,0.62,0.65,0,"No","No","No","Yes","No","No" +1953945,17,6,0,86,119,154,12,43,88,125,17,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1260532,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +1143929,386,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1823582,5,4,0,0,2,2,0,0,0,0,1,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +1749115,-3,8,0,12,13,20,1,8,17,21,1,"No",0,0.86,0.88,3,"No","No","No","Yes","No","Yes" +1390342,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","Yes" +2191343,114,8,0,0,0,0,3,8,15,30,4,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1233838,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2187979,50,9,30,7,35,56,10,28,57,98,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1124725,155,NA,0,0,0,0,3,9,15,23,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1581320,7,8,0,0,0,0,1,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +3195334,198,12,4,0,0,500,15,58,134,205,31,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +1237495,69,NA,0,0,0,0,0,3,3,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3144366,101,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1339792,199,52,0,0,0,0,8,14,35,64,12,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1138902,19586,10,4,0,0,0,15,49,81,120,24,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3224059,0,8,0,17,25,25,4,12,15,21,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1632356,0,8,0,21,32,43,5,15,21,36,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1712242,0,2,0,11,11,11,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2083906,2,2,0,60,75,105,5,6,6,6,4,"No",0,0.85,0.84,0,"Yes","No","No","Yes","No","Yes" +1302053,455,NA,0,0,0,0,0,1,3,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1284415,484,NA,0,0,0,0,1,2,6,8,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2076084,11,8,0,0,0,0,0,2,12,16,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1158305,19,8,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1472838,6,8,0,57,57,72,6,48,116,154,3,"No",27,0.86,0.88,0,"No","No","No","Yes","No","No" +2810355,383,8,5,0,0,0,42,99,167,246,49,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3148689,77,8,0,0,0,0,0,0,0,3,0,"No",0,0,0.79,0,"No","No","No","Yes","No","No" +2107675,20,8,0,23,46,69,9,18,38,57,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3153060,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1163659,1,12,0,0,0,0,1,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3042558,2,8,1,1,3,5,0,1,5,7,3,"No",0,0.43,0.43,0,"No","No","No","Yes","No","No" +1272606,339,2,1,0,0,200,29,113,262,348,42,"No",0,0.89,0.85,0,"No","No","No","Yes","No","No" +1651393,75,12,18,72,180,252,47,128,278,439,33,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1380465,6,8,0,412,700,1042,44,219,778,1200,60,"No",0,0.28,0.28,1,"No","No","No","Yes","No","Yes" +1986374,0,8,0,3,4,6,1,2,3,3,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1219004,30,8,0,0,0,0,0,0,0,0,2,"No",0,0.34,0.68,0,"No","No","No","Yes","No","No" +2056962,18,8,3,8,24,46,5,16,32,54,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1987347,2,4,0,12,15,21,3,8,14,21,2,"No",0,0.86,0.91,0,"No","No","No","Yes","No","Yes" +1718092,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2017264,36,4,3,30,61,86,9,38,68,103,12,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +1620846,146,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3151711,274,8,188,268,578,826,210,411,790,1210,168,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +1575878,0,5,0,11,20,23,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1479300,2999,8,0,0,0,0,0,6,14,18,0,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +1545004,4,2,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1289582,5,8,0,0,1,2,0,1,1,5,2,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2256816,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1550678,6,4,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3037550,379,8,0,0,0,0,10,52,101,120,9,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1246364,0,2,0,25,25,25,0,0,0,0,1,"No",0,0.88,0.74,0,"Yes","No","No","Yes","No","Yes" +2052405,9,8,0,0,0,0,0,0,0,0,6,"No",0,0.48,0.57,0,"No","No","Yes","Yes","No","No" +1785503,362,8,0,0,0,0,0,5,5,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2211747,29,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1460396,13,8,0,0,0,0,4,5,18,28,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1162412,3,8,0,4480,7840,10360,863,2865,6476,10315,888,"No",280,0,0,68,"No","No","Yes","Yes","No","Yes" +3243723,398,2,0,0,0,0,1,6,11,15,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1787488,0,8,0,6,10,14,1,3,9,10,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","Yes" +1430774,81,8,0,0,0,0,1,7,8,10,0,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +2864790,0,9,0,2,2,2,0,0,2,2,1,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1541018,0,8,0,13,19,25,4,6,10,15,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1185421,108,2,61,139,229,319,40,99,198,294,42,"No",0,1,1,0,"No","No","No","Yes","No","No" +2808643,161,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1440679,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1434703,0,8,0,17,17,22,0,3,10,17,0,"No",0,0.46,0.45,0,"No","No","No","Yes","No","Yes" +1483689,154,12,0,52,80,108,12,57,59,59,42,"No",0,0.61,0.58,7,"No","No","No","Yes","No","No" +1217374,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2261413,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2136656,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2194987,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2042072,27,8,0,0,0,0,0,0,7,14,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2185176,12,8,0,0,0,0,0,0,0,0,2,"No",0,0.8,0.75,0,"No","No","No","Yes","No","No" +1548086,0,12,0,6,7,9,0,3,6,6,0,"No",1,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1999304,30,8,1,96,192,240,18,59,163,265,27,"No",0,0.82,0.91,1,"No","No","No","Yes","No","Yes" 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+1257402,40,2,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.95,0,"No","No","No","Yes","No","No" +2812634,68,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1508211,10,8,0,0,0,0,0,0,1,1,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +3199110,5,2,0,0,0,0,0,0,1,1,0,"No",0,0,0.44,0,"Yes","No","No","Yes","No","No" +2131854,11,8,0,12,18,30,1,8,18,29,6,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2302502,0,2,0,0,21,21,0,0,0,0,1,"No",0,0.89,0.87,0,"Yes","No","Yes","Yes","No","Yes" +1917788,107,4,0,0,0,28,15,28,55,87,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1124885,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3224322,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1127963,11,8,0,0,0,0,1,1,2,2,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1604696,24,2,10,30,60,90,3,23,59,75,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1577455,82,4,55,12,47,89,13,51,88,121,0,"No",1,0.73,0.78,0,"No","No","No","Yes","No","No" +3017338,39,4,0,0,0,0,0,0,0,6,2,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +3134434,3,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1596936,0,8,0,43404,67956,95728,0,0,0,0,4883,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +1932784,54,4,104,0,27,45,5,60,126,265,19,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1190318,561,8,175,1228,2028,3128,558,1800,2966,4143,374,"No",112,0.71,0.72,0,"No","No","No","Yes","No","Yes" +3055449,3,8,0,0,0,0,1,1,2,2,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2071370,48,8,2,14,42,70,10,23,52,92,25,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1365213,4,12,0,0,0,0,0,0,2,2,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1597593,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +3074421,621,8,312,0,432,756,2,59,520,655,118,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2072853,7,8,0,0,0,0,0,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1542733,23,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1688557,344,8,96,312,696,1104,131,442,886,1378,139,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1153449,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +3210978,1,2,6,0,0,0,1,2,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1183422,12,8,0,0,0,0,1,1,1,4,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1807588,49,8,35,254,374,470,117,307,419,717,136,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +1926737,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2841261,26,9,9,56,104,169,15,51,104,149,19,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1605716,2,8,0,0,0,1,0,0,7,8,1,"No",0,0.65,0.75,0,"No","No","No","Yes","No","Yes" +1407839,146,8,0,0,0,0,4,21,44,64,5,"No",0,0.52,0.52,0,"No","No","No","Yes","No","No" +2841795,17,2,0,28,76,100,11,30,43,56,0,"No",0,0.98,0.92,0,"Yes","No","No","Yes","No","No" +1425950,8,8,0,0,0,0,0,0,1,3,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +3121915,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","Yes","Yes","No","No" +1934434,7,2,0,0,0,0,2,2,10,10,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1566895,1,NA,0,0,0,0,8,17,17,17,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1503560,0,4,0,2,2,2,0,1,2,2,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2870516,13,2,11,28,63,98,11,35,52,73,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1399043,0,10,0,2,2,2,0,0,1,1,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1752300,27,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3016499,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2873631,13,4,2,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1185125,692,8,0,0,0,0,18,41,97,163,46,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +2108705,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2989535,2,8,0,72,72,72,1,1,2,2,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","Yes" +3012842,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1205871,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1992914,20,8,0,0,0,32,3,12,19,31,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1244840,31,8,1,1265,1745,2065,209,602,1323,2371,1308,"No",48,0.57,0.48,13,"No","No","No","Yes","No","Yes" +1318062,44,8,15,59,107,143,28,78,128,175,40,"No",0,0.68,0.58,0,"No","No","Yes","Yes","No","No" +1804274,0,9,0,4,5,7,3,4,6,7,0,"No",2,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1919855,-7,6,0,38,38,57,11,31,70,105,4,"No",0,0.78,0.78,7,"No","No","No","Yes","No","Yes" +2110805,10201,2,9795,34711,72505,108697,17909,48990,85038,132577,5901,"No",0,0.95,0.8,0,"No","No","No","Yes","No","No" +2063024,0,2,0,18,18,18,0,0,0,0,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","Yes" +2863057,21,2,0,0,0,0,0,0,0,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2211638,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1831568,3,6,1,1,3,6,0,2,6,8,4,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2048021,3,12,0,0,0,0,1,3,4,5,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +3171218,493,8,260,1656,3150,4896,459,2027,3630,5166,547,"No",0,0.96,0.93,2,"No","No","No","Yes","No","No" +1211660,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1992187,16,8,0,0,0,0,0,4,5,9,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2988345,1,8,0,0,0,0,0,0,0,2,1,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1786296,171,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3162209,46,8,1,24,48,72,5,21,25,53,9,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1377071,3,8,0,2,4,7,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2861567,47,8,0,0,0,0,0,3,6,11,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1464070,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","No" +1679395,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +2217628,41,12,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.7,0,"Yes","No","No","No","No","No" +2143473,0,9,0,3,5,6,0,3,4,5,1,"No",1,0.7,0.66,0,"No","No","No","Yes","No","No" +1915202,19,2,10,30,50,80,7,29,59,80,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3068172,65,8,9,12,48,96,11,38,109,151,15,"No",0,0.95,0.77,0,"No","No","Yes","Yes","No","No" +3069947,1,8,1,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +2119484,9,8,0,20,30,30,4,13,27,40,9,"No",0,1,1,0,"No","No","No","Yes","No","No" +1138677,105,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2857678,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +1884972,21,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3132695,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3039725,435,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1247744,0,8,0,6,10,13,0,5,6,9,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1564551,4,12,3,49,61,73,4,20,41,61,13,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1261391,0,8,0,34,45,67,0,19,315,340,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2994467,109,52,0,0,0,0,1,2,2,3,1,"No",0,0.98,0.94,0,"Yes","No","No","No","No","No" +1181228,5004,NA,1,0,0,0,36,109,255,406,39,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2951536,113,8,42,34,76,176,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2860156,150,52,0,0,0,0,5,12,20,31,1,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +2008700,1111,8,0,0,0,0,0,9,13,22,3,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1767121,121,2,0,0,0,0,1,1,4,4,12,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1362006,58,2,0,304,508,724,115,262,418,559,106,"No",0,0.58,0.57,0,"Yes","No","No","Yes","No","Yes" +1673831,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2009255,4,8,0,1,5,10,5,6,7,7,0,"No",0,0.78,0.74,0,"No","No","Yes","Yes","No","Yes" +1413475,-2,8,0,9,9,12,0,0,4,10,2,"No",0,0.81,0.82,2,"No","No","No","Yes","No","Yes" +2286264,2,8,0,0,0,1,0,0,7,8,1,"No",0,0.54,0.72,0,"No","No","No","Yes","No","Yes" +1637229,121,NA,0,0,0,0,55,107,205,318,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2297383,1654,NA,0,0,0,0,1,5,8,20,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1239037,7,8,19,176,288,432,23,99,197,287,60,"No",16,0.87,0.89,0,"No","No","No","Yes","No","No" +3208749,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3029421,241,12,0,0,0,0,5,12,23,48,1,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +2094161,31,12,0,17,26,44,5,22,43,55,5,"No",0,0.89,0.9,1,"No","No","No","Yes","No","No" +2010257,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1910574,2411,2,0,0,0,0,21,41,969,1000,8,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1920335,0,8,0,8,8,12,1,3,6,6,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +3124801,14,4,0,0,0,0,0,0,3,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2178814,16,8,0,0,0,0,0,0,0,1,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1306547,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.96,0.86,0,"Yes","No","Yes","Yes","No","Yes" +1968015,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +2053466,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1761703,1,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1923912,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","Yes","Yes","No","No" 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+1664509,30,8,0,0,0,0,0,0,3,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1329259,4885,52,0,0,0,0,0,20,25,30,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +1373394,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1771110,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3155047,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1617445,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1582866,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +1867500,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1781191,316,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2848896,76,12,0,24,24,24,0,0,5,5,0,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1258950,15,8,0,40,80,120,13,30,70,127,33,"No",0,0.81,0.8,0,"No","No","No","Yes","No","Yes" +1331524,2,NA,0,0,0,0,0,1,1,7,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2135920,0,8,0,11,11,11,0,0,1,1,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1419617,2,8,0,2,5,10,0,4,7,17,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2217422,54,8,2,44,88,120,9,43,100,142,36,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2066133,6,2,0,20,60,80,6,17,47,63,4,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2155218,9,4,0,0,0,2,1,7,13,17,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +2081567,104,4,0,37,37,37,6,18,29,36,20,"No",0,0.73,0.74,0,"No","No","No","Yes","No","No" +1636656,29,12,0,0,3,18,4,11,28,38,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +3213257,53,8,0,80,120,180,14,51,123,207,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1572318,8,8,0,20,40,60,5,12,22,39,5,"No",0,0.93,0.94,0,"No","No","No","Yes","No","Yes" +2063082,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2870514,26,8,0,0,0,0,0,4,11,15,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1495481,281,2,122,660,1310,1960,221,618,1121,1649,175,"No",0,0.02,0.1,0,"No","No","No","Yes","No","Yes" +2225442,1,8,0,1,2,2,1,1,4,4,0,"No",0,0.85,0.59,0,"No","No","No","Yes","No","Yes" +1304374,24,8,8,4,40,112,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +1274888,478,9,17,308,848,1364,174,542,1229,1890,136,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1140314,294,2,139,825,1575,2325,260,780,1437,2099,138,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2152106,67,8,0,0,0,300,5,20,42,63,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2253648,87,2,40,240,482,760,63,167,259,264,80,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2243909,18,2,0,0,0,0,1,2,11,17,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","Yes" +2230795,21,2,0,0,0,0,0,3,4,4,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1325369,3727,2,410,7000,7000,14000,753,2139,4659,7658,906,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1616194,26,3,9,16,19,19,0,0,0,0,12,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +2003359,0,8,0,7,14,14,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3085888,29,8,0,100,100,100,7,17,29,46,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2819576,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1727663,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +1281260,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1965181,221,8,70,120,360,480,64,174,332,538,63,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1360629,9,8,0,0,0,0,2,4,4,4,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1628035,237,2,0,0,0,0,10,44,78,112,6,"No",0,0.83,0.91,0,"No","No","Yes","No","No","No" +2810703,0,2,0,0,1,1,1,2,2,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1678194,0,2,0,11,11,11,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1789983,102,NA,0,0,0,0,0,6,14,19,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2108615,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.8,0,"No","No","No","Yes","No","No" +1224837,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +3171333,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2278243,4,3,0,6,6,6,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1245399,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2171583,1,12,0,12,18,24,2,9,16,24,5,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2216133,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1900840,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1765599,6,8,0,34,82,126,21,52,97,169,26,"No",0,0.92,0.94,0,"No","No","No","Yes","No","Yes" +3254090,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1624690,24,8,0,208,416,416,30,91,177,298,27,"No",0,0.83,0.83,0,"No","No","No","Yes","No","Yes" +1302351,57,8,2,7,7,7,13,15,36,51,2,"No",0,0.85,0.83,0,"No","No","Yes","Yes","No","No" +2934624,0,2,0,5,5,8,0,3,5,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1176012,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1984847,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2125066,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +3262645,109,2,2,80,230,305,38,97,267,407,21,"No",0,0.66,0.66,0,"No","No","No","Yes","No","No" +1595788,106,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2988011,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1153152,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","Yes","Yes","No","No" +3074095,55,8,0,0,0,0,0,2,2,4,3,"No",0,0.46,0.68,0,"No","No","No","Yes","No","No" +1232251,4,8,5,23,47,71,8,31,54,66,0,"No",0,0.75,0.86,0,"No","No","No","Yes","No","Yes" +1777548,8,8,0,8,8,8,1,4,5,9,2,"No",0,0.56,0.46,0,"No","No","Yes","Yes","No","No" +1374537,15,12,0,20,20,20,3,10,20,34,0,"No",0,0.92,0.95,0,"No","No","Yes","Yes","No","No" +1177598,325,8,174,336,752,1216,170,522,963,1401,310,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1840367,14,2,0,18,26,42,1,3,3,3,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2868776,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1943687,87,8,0,0,0,0,9,26,49,65,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1352546,9,4,0,0,0,0,0,0,1,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2908104,74,9,40,120,200,360,28,100,227,321,33,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1136228,2,NA,0,0,0,0,12,16,16,16,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1432889,651,13,0,0,0,0,0,0,0,2,1,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1465278,1,2,0,2,3,4,1,1,2,6,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","Yes" +1447737,0,8,0,10,15,15,1,5,6,6,2,"No",0,0.46,0.61,0,"No","No","No","Yes","No","Yes" +1335355,9,8,0,0,0,0,2,3,7,8,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2138336,244,9,57,480,852,1308,183,615,1079,1094,210,"No",0,0.93,0.74,0,"No","No","Yes","Yes","No","No" +1737046,1101,52,5,0,0,0,26,98,191,277,39,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +2019778,57,2,0,0,0,0,1,4,13,20,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1867517,-2,12,0,32,50,70,6,19,28,43,0,"No",0,0.91,0.88,2,"No","No","Yes","Yes","No","Yes" +1263168,24,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1683818,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1634932,134,2,38,350,640,950,110,302,637,888,31,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","No" +1783785,51,8,5,26,59,89,9,33,83,111,13,"No",0,0.72,0.72,0,"No","No","Yes","Yes","No","No" +2941638,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3092023,51,8,0,0,0,0,0,4,6,8,1,"No",0,0.83,0.88,0,"No","No","No","Yes","No","No" +2130003,338,8,72,423,855,1143,154,472,894,1352,139,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2811318,2193,2,415,3800,10000,13800,482,1974,3169,3173,630,"No",0,0.81,0.56,0,"No","No","No","Yes","No","No" +1610615,117,9,0,0,0,0,2,11,22,26,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2843212,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.7,0,"No","No","No","Yes","No","No" +1384158,0,8,0,142,242,242,0,0,0,0,11,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +3189806,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1821323,26,2,0,0,0,0,2,2,2,2,0,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +1876873,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1655447,20,2,0,0,0,10,3,8,11,20,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3136805,55,12,0,0,0,0,13,36,92,157,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1456313,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1794427,49,2,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1343801,28,8,0,29,29,29,0,0,0,2,1,"No",0,0.84,0.62,0,"Yes","No","No","Yes","No","No" +1672045,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1543186,222,8,81,0,112,336,41,134,313,427,49,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1879425,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2242120,0,8,0,103,117,145,0,0,0,0,13,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +3235711,19,8,0,0,0,0,0,1,1,1,0,"No",0,0.76,0.83,0,"No","No","No","Yes","No","No" +1260264,0,8,0,30,30,30,12,17,25,36,12,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2824647,107,2,0,0,0,0,2,8,12,25,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2054293,18,8,0,0,0,0,0,1,3,3,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1204810,7,8,0,64,64,96,14,34,66,89,3,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2996223,17,8,0,0,8,12,3,10,28,46,14,"No",0,0.18,0.38,0,"No","No","Yes","Yes","No","No" +1954050,61,8,80,160,240,480,18,124,210,273,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2010742,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.85,0,"Yes","No","Yes","Yes","No","No" +1442588,7,8,0,23,39,55,2,16,34,53,0,"No",0,0.82,0.88,0,"No","No","Yes","Yes","No","No" +1334650,38,2,0,0,0,0,0,0,2,3,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1781664,7,9,0,0,0,0,0,3,4,4,0,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +1540416,1174,2,698,1059,2301,3129,302,1062,2119,3030,285,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +3008545,136,2,0,180,300,420,58,144,291,425,52,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1461396,12,8,0,0,5,15,1,6,14,19,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1796230,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1469024,14,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1293688,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +3126711,7,4,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1854345,79,8,0,0,0,0,0,9,18,26,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1386336,91,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1529286,945,8,407,996,1947,2892,341,1082,2213,3362,864,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1913772,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +3187649,49,8,0,0,0,0,0,0,0,1,1,"No",0,0.66,0.71,0,"No","No","No","No","No","No" +3084287,5,12,0,0,0,0,0,0,1,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1476265,-1,NA,0,3,3,3,0,0,4,6,0,"No",0,-99,-99,1,"Yes","No","No","Yes","No","Yes" +3163657,15,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.33,0,"Yes","No","No","Yes","No","No" +1403507,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1391517,95,52,0,0,0,0,1,9,23,50,1,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +3100352,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2827440,23,4,0,0,0,0,4,5,7,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3007716,3,8,0,25,50,50,3,9,18,27,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1169421,0,8,0,6,9,13,1,5,7,12,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3218508,139,9,7,0,60,120,24,65,126,193,26,"No",0,0.58,0.45,0,"No","No","No","Yes","No","No" +1431051,300,8,94,1143,1929,2479,140,682,1381,2182,175,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +2099210,8,4,0,0,0,0,0,0,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2094096,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2958795,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1529750,305,8,0,280,520,720,69,235,548,982,65,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +3183682,63,4,7,22,33,44,25,42,80,159,14,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2873792,67,8,5,0,6,12,6,19,34,65,16,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2823324,5,4,3,4,8,10,2,7,12,17,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3221994,32,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.63,0,"No","No","No","Yes","No","No" +1766894,9,12,1,2,5,12,1,4,10,12,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1998017,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1152962,2,2,1,35,65,100,14,35,63,74,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","Yes" +1510454,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1829392,74,NA,0,0,0,0,0,0,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1468150,169,8,0,2500,2500,2500,4,97,105,620,87,"No",0,0,0,0,"No","No","No","Yes","No","No" +1305795,2,0,0,3,7,12,2,6,9,13,2,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1411221,261,8,0,0,0,0,1,1,5,5,2,"No",0,0.62,0.81,0,"No","No","No","Yes","No","No" +2130614,1,9,0,1,1,2,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2136330,0,9,0,2,4,5,1,2,3,3,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1818330,2,2,0,0,0,0,0,0,0,1,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3053460,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.71,0,"No","No","No","Yes","No","No" +2280396,22,8,0,0,0,0,0,0,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3183605,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1420097,9,8,1,19,52,79,11,24,48,72,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2046619,17,12,0,29,56,83,2,24,47,66,19,"No",0,0.78,0.78,0,"Yes","No","Yes","No","No","Yes" +2804532,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.66,0,"Yes","No","Yes","Yes","No","No" +1693143,16,8,2,40,80,120,8,44,73,102,28,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2288710,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3071959,160,8,0,54,108,162,15,57,162,224,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2187652,391,8,351,628,1277,1879,205,685,1438,2092,240,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1612304,79,2,0,0,0,0,4,14,18,22,0,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","Yes" +1620363,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +2127067,11,8,0,0,5,5,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1643755,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.28,0.28,0,"No","No","No","Yes","No","No" +1761020,2,2,0,18,24,27,2,5,7,7,2,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","Yes" +2825439,23,8,0,42,63,105,7,24,56,84,9,"No",0,0.89,0.85,0,"No","No","No","Yes","No","No" +1723583,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1260241,-1,52,0,0,1,2,5,5,7,8,2,"No",0,0.01,0.44,1,"No","No","No","Yes","No","No" +1229353,5,8,1,33,51,85,11,36,69,92,15,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1492444,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1956620,14,2,0,0,0,0,1,1,2,2,0,"No",0,0.9,0.94,0,"No","No","Yes","Yes","No","No" +1619155,40,14,1,48,84,120,17,47,85,129,31,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2122276,2107,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1369263,139,8,0,60,60,60,0,0,0,0,0,"No",0,0.51,0.69,0,"No","No","No","Yes","No","No" +1118804,12,9,0,60,120,165,20,53,85,129,0,"No",0,0.99,0.85,0,"No","No","No","Yes","No","No" +2816763,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2238181,753,2,92,5679,11259,16929,1978,6397,11972,17576,1348,"No",180,0.88,0.79,7,"No","No","No","Yes","No","No" +1558600,22,2,5,18,36,66,15,58,117,176,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2868331,74,8,0,0,0,0,2,5,6,11,1,"No",0,0,0.06,0,"No","No","No","Yes","No","No" +1301435,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1128332,179,8,0,0,0,0,0,32,33,64,17,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1759826,1,12,0,16,26,38,9,16,24,50,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1715386,18,12,0,0,0,0,1,4,8,10,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1935295,107,8,29,96,242,342,25,125,279,411,37,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1194004,1,2,0,36,48,72,1,6,6,6,0,"No",24,0.31,0.34,0,"Yes","No","No","Yes","No","Yes" +1295650,68,8,0,0,0,0,2,11,21,26,10,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3165627,3,2,1,1,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +1889001,0,2,0,26,37,37,0,0,0,0,2,"No",0,0.92,0.89,0,"Yes","No","Yes","Yes","No","No" +2020203,85,8,53,224,368,548,55,238,461,618,119,"No",8,0.41,0.47,2,"No","No","No","Yes","No","No" +1613056,0,8,0,3,3,3,0,0,0,0,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","No" +1423937,33,2,0,0,0,0,4,4,5,5,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2803065,9,12,0,20,30,40,1,14,32,38,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1833412,6,8,0,0,3,9,1,3,7,9,2,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +2204270,4,4,0,0,1,3,0,0,3,4,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3052229,26012,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3052193,69,8,1,0,50,50,15,29,54,97,2,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1289264,3,8,0,8,14,20,7,14,23,39,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1201443,132,NA,49,0,0,0,33,112,226,333,56,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1266653,722,8,0,0,0,0,22,29,70,76,2,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1120186,0,2,3,3,6,10,0,5,10,11,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +3195047,3633,9,994,1512,2898,3822,776,2001,3552,5813,1043,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1691586,0,2,0,6,6,6,0,1,1,1,0,"No",0,0.9,0.86,0,"Yes","No","No","Yes","No","Yes" +1262920,0,2,0,30,30,30,1,1,1,1,0,"No",25,0.26,0.32,0,"Yes","No","No","Yes","No","Yes" +1687596,47,8,0,0,0,0,0,0,2,2,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1119799,-1,4,41,297,514,744,92,123,126,126,46,"No",0,0.91,0.92,6,"No","No","Yes","Yes","No","No" +1871416,6,8,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1762424,467,2,73,1160,2340,3520,311,1040,2253,3358,388,"No",40,0.87,0.83,0,"No","No","No","Yes","No","No" +3104639,0,4,0,5,6,6,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +2925240,1187,2,0,0,0,0,3,6,8,10,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1653608,8,8,0,0,0,0,0,2,8,8,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1689959,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1457341,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1119652,0,2,0,7,7,7,0,0,0,1,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +1372774,19,12,0,4,4,8,0,3,20,28,0,"No",4,0.66,0.69,0,"No","No","No","Yes","No","No" +2070681,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1117278,4,2,0,0,0,0,2,5,5,5,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2148369,2,8,0,0,0,0,0,1,1,1,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +2224211,4,8,0,3,3,3,2,6,10,12,1,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1782126,1,2,1,186,319,472,16,48,78,81,37,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2278236,0,2,0,16,16,16,0,0,0,0,1,"No",0,0.13,0.17,0,"Yes","No","No","Yes","No","Yes" +2083713,96,17,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.87,0,"No","No","No","Yes","No","No" +1574783,33,2,0,20,60,60,4,10,26,52,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1708396,0,4,0,9,10,10,0,0,0,0,0,"No",2,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1825513,10,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3226861,7,2,30,15,15,15,0,0,0,0,0,"No",0,0.59,0.73,0,"Yes","No","No","Yes","No","No" +1465904,13,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2047819,129,4,12,50,150,200,31,87,168,241,47,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +1496126,9,8,0,66,114,150,12,28,69,116,25,"No",8,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2171128,9,8,0,65,85,105,7,22,40,69,99,"No",0,0.43,0.63,1,"No","No","No","Yes","No","Yes" +1165342,69,12,2,18,46,70,9,37,63,114,17,"No",0,0.68,0.58,0,"No","No","No","Yes","No","No" +2236813,0,2,7,54,54,54,0,0,0,0,0,"No",0,0.53,0.46,0,"Yes","No","No","Yes","No","No" +1778286,0,2,0,289,289,289,1,1,2,2,0,"No",0,0,0,1,"Yes","No","No","Yes","No","Yes" +1573405,13,2,0,108,174,240,32,114,202,239,0,"Yes",18,0.95,0.84,0,"No","No","No","Yes","No","Yes" +1235581,98,8,46,32,112,199,51,114,202,307,35,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1313350,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1610180,76,8,11,71,141,201,43,103,194,337,53,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2019914,729,NA,0,0,0,0,21,48,112,149,23,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2927772,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2139086,93,8,0,0,0,0,0,4,7,10,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +2279386,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1432666,16,8,6,6,24,36,3,9,29,44,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +3182521,20,8,0,0,0,3,0,1,1,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1632775,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1527054,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1730322,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1957082,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2219868,45,8,4,27,54,82,14,33,78,114,14,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +3283937,4,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2232631,26,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2219915,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1454405,102,8,0,432,882,1404,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","No","No","No" +1854304,11,8,1,0,0,0,0,2,7,12,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1302508,409,4,45,99,246,344,70,193,392,670,69,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3060118,1,8,0,2,2,2,0,0,0,2,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1434248,159,8,0,0,0,150,17,49,108,188,25,"No",0,0.44,0.23,0,"No","No","Yes","Yes","No","Yes" +1627979,0,9,0,8,14,18,43,85,112,161,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1744388,310,8,68,1370,2098,3231,525,1814,3103,4116,322,"No",112,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1529382,0,2,4,2,10,16,7,15,27,36,0,"No",0,0.5,0.75,0,"No","No","No","Yes","No","Yes" +1864507,6,2,11,38,83,128,19,46,90,139,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1453605,1,8,0,28,28,56,4,13,30,46,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","Yes" +2082795,2000,12,0,3000,5000,6000,854,2565,4890,7360,885,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2041326,3,8,0,10,14,22,3,8,10,12,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1590407,0,9,0,5,7,8,1,7,7,7,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","Yes" +2047019,86,8,1,19,63,106,23,86,191,319,30,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1125373,6,8,7,14,29,44,14,26,50,66,4,"No",0,0.51,0.41,0,"No","No","No","Yes","No","Yes" +1944869,0,2,0,16,17,17,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +2095388,3,8,0,0,0,0,2,2,2,3,0,"No",0,0.79,0.62,0,"No","No","Yes","Yes","No","No" +1978754,10,12,0,14,14,14,10,15,16,29,4,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +3208327,13,8,0,0,4,8,1,2,4,16,6,"No",0,0.74,0.58,0,"No","No","No","Yes","No","No" +2896692,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1623091,15,NA,0,0,0,0,2,6,16,22,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +2922748,5,2,2,32,64,96,7,42,67,71,0,"No",0,0.89,0.83,0,"No","No","No","Yes","No","No" +1499583,511,8,26,380,380,760,73,259,554,912,105,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +3015763,243,NA,0,0,0,0,5,5,13,21,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1973916,3,12,0,50,50,50,5,20,38,57,5,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1860303,1,8,0,15,30,40,1,4,22,37,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1169451,50,8,8,36,84,120,10,37,89,146,32,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1392381,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1985437,3,2,0,2,3,3,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1321523,16,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2961873,1177,NA,0,0,240,389,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1846438,1680,8,0,0,0,0,30,267,563,907,160,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +1704355,50,2,8,60,120,180,36,96,162,200,26,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1535367,-2,8,0,12,12,12,0,0,0,2,2,"No",0,0.05,0.12,2,"No","No","Yes","Yes","No","Yes" +2296709,30,9,0,0,0,0,1,3,3,7,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1227955,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.61,0,"No","No","No","Yes","No","No" +2107593,2,4,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1242113,2,9,0,35,63,91,5,25,49,71,7,"No",0,0.5,0.39,0,"No","No","No","Yes","No","Yes" +3174550,0,8,0,8,12,19,2,5,13,16,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +2223310,3,12,0,3,5,8,1,3,6,8,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2877232,3,9,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3220210,-3,8,1,319,473,553,20,88,302,617,112,"No",0,0.66,0.67,12,"No","No","No","Yes","No","No" +2122925,45,2,0,0,0,0,1,7,15,19,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1731330,413,8,0,0,0,0,0,0,0,4,0,"No",0,0.25,0.57,0,"No","No","No","Yes","No","No" +2222730,6,2,0,0,0,0,2,2,7,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2927546,72,8,28,124,256,398,39,112,244,350,40,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1657732,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1353465,18,4,0,0,0,0,2,2,2,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1856976,309,12,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1258273,12,8,0,19,26,47,13,36,48,67,6,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2192819,5,8,0,0,1,3,0,4,6,7,0,"No",0,0.54,0.65,0,"No","No","Yes","Yes","No","No" +1547972,86,2,42,141,281,386,63,149,263,400,49,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1196774,865,2,408,768,1788,2832,457,1109,1934,2707,334,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1662804,16,8,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3167012,17,8,0,0,0,0,1,2,7,10,1,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1815133,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1211936,88,8,43,400,712,1002,81,293,575,950,113,"No",0,0.55,0.7,0,"No","No","No","Yes","No","No" +2075981,95,2,0,0,0,0,5,5,15,15,1,"No",0,0.95,0.85,0,"Yes","No","No","Yes","No","No" +2127367,2,2,0,36,48,72,3,7,14,14,0,"No",0,0.76,0.72,0,"Yes","No","No","Yes","No","Yes" +2814096,4,9,0,0,0,0,0,1,2,2,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1299090,4,8,0,12,36,48,7,18,36,54,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1518545,12,2,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +2840011,1,8,0,18,27,36,5,13,24,36,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +2152129,13,8,0,0,0,0,1,2,2,2,0,"No",0,1,0.8,0,"No","No","Yes","Yes","No","No" +2062436,11,8,0,30,30,30,1,2,3,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3084503,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.8,0,"Yes","No","No","Yes","No","No" +2225099,4,2,2,28,60,80,15,31,60,95,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2182025,1,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1221350,470,2,0,0,0,0,28,64,107,177,17,"No",0,0.98,0.94,0,"No","No","No","Yes","No","Yes" +1390426,34,NA,0,0,0,0,2,49,126,205,11,"No",0,-99,-99,0,"No","No","No","No","No","No" +2030728,509,8,0,0,0,0,0,0,32,32,3,"No",0,0.6,0.49,0,"No","No","Yes","Yes","No","No" +2147086,59,8,0,0,0,0,3,3,4,4,1,"No",0,0.92,0.7,0,"No","No","No","Yes","No","No" +1429685,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","Yes" +2092684,6,2,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1279673,25,2,0,568,1032,1536,92,256,425,432,0,"No",48,0.82,0.83,0,"Yes","No","No","Yes","No","Yes" +1343093,3,8,0,0,1,3,5,5,6,8,2,"No",0,0.63,0.64,0,"No","No","No","Yes","No","Yes" +2221328,3,0,0,10,19,28,4,11,30,42,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1521377,2,8,0,3,6,9,0,2,6,8,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1388654,1,8,0,3,8,10,0,4,6,9,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1451015,20,4,0,10,10,20,0,10,10,26,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1144690,530,16,129,176,624,1059,168,585,1156,1742,172,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1997308,143,8,0,0,0,72,11,35,79,137,21,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1466682,1,9,0,5,8,11,2,4,6,8,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1430847,68,NA,0,0,0,0,0,0,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1118248,0,12,0,5,6,9,0,4,5,6,3,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1431864,5,2,0,0,1,1,0,0,0,0,1,"No",0,0.49,0.62,0,"Yes","No","No","Yes","No","Yes" +2031349,-34,8,0,222,311,365,12,35,127,237,69,"No",0,0.99,0.99,34,"No","No","No","Yes","No","Yes" +2879668,20,12,0,0,0,0,0,0,0,1,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","Yes" +1306922,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2089089,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +2136682,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2027106,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1340327,175,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3001596,6,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1657735,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","Yes","Yes","No","No" +1318685,13,8,0,24,36,60,6,13,27,47,2,"No",0,0.5,0.37,0,"No","No","No","Yes","No","No" +2165496,224,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1177477,-21,NA,1,0,0,0,30,117,243,342,43,"No",0,-99,-99,24,"No","No","No","No","No","Yes" +3187484,31,8,0,0,0,0,2,3,8,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2109270,38,12,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1703838,8,NA,0,0,0,0,0,2,3,3,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3124042,29,2,0,0,0,0,4,12,17,19,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2093746,1617,16,471,804,2244,3012,442,1566,3074,4434,386,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2084912,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1399337,8,8,6,0,5,10,0,4,10,17,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1468286,2,8,0,39,54,69,7,17,32,47,3,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2014558,48,17,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2811656,101,8,0,0,0,0,1,1,2,3,0,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +2207282,6,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2278897,0,8,0,1,1,2,0,1,1,2,1,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +1633146,109,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.8,0,"No","No","No","Yes","No","No" +3273743,43,8,0,0,0,0,0,0,3,5,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1538556,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1533920,37,8,2,275,475,650,74,242,416,624,78,"No",0,0.45,0.45,2,"No","No","No","Yes","No","Yes" +3085507,36,2,0,0,0,0,0,2,3,13,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1915206,70,2,0,0,9,18,4,15,28,43,4,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1432605,386,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1615805,2,2,0,2,3,5,0,1,1,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2038479,3,2,0,4,8,12,2,4,5,6,0,"No",0,0.44,0.69,0,"Yes","No","No","Yes","No","No" +1537269,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1835327,3,8,0,55,87,119,12,42,125,156,22,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1351440,1317,8,90,1650,3160,4775,533,1645,3484,5296,474,"No",0,0.71,0.45,0,"No","No","Yes","Yes","No","No" +1778157,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3207554,1,2,1,2,5,7,1,2,4,6,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2270002,7,2,0,20,40,60,5,20,43,68,11,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1974108,12,2,0,12,12,12,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2061466,19,4,0,9,17,17,13,49,112,157,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2824096,10,2,0,0,0,0,0,0,3,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3173064,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1849579,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2215020,27,9,0,18,18,18,1,2,6,16,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2262355,551,2,110,1135,2407,3727,338,1163,2305,3375,272,"No",79,0.33,0.32,0,"No","No","No","Yes","No","No" +1573936,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3173757,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2224682,67,12,0,29,89,153,18,75,117,177,11,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +1602314,98,8,0,0,0,0,0,3,3,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2293306,0,2,0,7,12,17,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2258078,47,8,0,0,0,0,1,2,5,5,1,"No",0,0.91,0.94,0,"Yes","No","No","Yes","No","No" +1394989,56,8,0,0,0,0,2,10,38,56,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2262164,627,12,64,1576,2064,3192,369,1238,2413,3853,218,"No",120,0.87,0.78,0,"No","No","No","Yes","No","No" +1149796,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1596407,88,8,7,138,258,384,62,182,376,601,16,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1658965,31,52,0,0,0,0,0,7,11,18,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3246991,60,4,0,40,80,160,31,101,154,185,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1948314,3,2,0,1,3,5,1,2,5,5,0,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1296522,50,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1612844,7,8,0,0,0,3,0,0,3,5,2,"No",0,0.92,0.88,0,"No","No","No","Yes","No","No" +1571324,80,12,0,0,0,0,1,1,2,2,3,"No",0,0.54,0.7,0,"Yes","No","Yes","Yes","No","No" +1699540,15,8,0,0,0,0,3,12,27,38,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1939485,0,2,0,30,30,60,5,12,21,27,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1201906,18,8,2,53,102,150,36,150,188,232,23,"No",0,0.64,0.67,15,"No","No","Yes","Yes","No","No" +2818638,17,8,0,0,4,8,2,6,20,32,8,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +1704935,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2987150,0,8,0,6,9,12,2,5,6,7,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +2250800,46,52,0,0,0,0,0,3,9,15,9,"No",0,0.48,0.52,0,"Yes","No","No","Yes","No","No" +2210889,5,8,0,8,12,24,3,12,21,31,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1557103,102,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1369333,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","No" +2025197,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3228485,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1477398,21,2,0,525,525,525,22,65,147,230,12,"No",0,0.99,0.91,0,"No","No","No","Yes","No","Yes" +1727366,198,2,0,0,0,0,3,3,4,13,12,"No",0,0.5,0.33,0,"Yes","No","No","Yes","No","No" +2918237,3,12,0,0,0,1,0,1,1,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1927112,19,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1282661,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2003432,-1,12,0,6,8,11,1,4,6,7,2,"No",0,0.94,0.89,1,"No","No","No","Yes","No","Yes" +2146433,109,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1774788,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1358348,12,2,0,19,19,38,4,13,23,26,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2056972,2,2,4,21,41,61,9,23,50,77,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2076618,904,NA,0,0,0,0,0,1,7,10,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1943032,38,9,0,20,40,60,0,12,42,61,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1846581,0,2,0,7,9,9,0,0,0,0,1,"No",0,0.65,0.37,0,"No","No","No","Yes","No","Yes" +1620547,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1803582,47,8,0,28,51,74,3,15,35,67,20,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1175545,5030,8,0,0,0,0,12,43,130,487,6,"No",0,1,0.84,0,"No","No","No","Yes","No","No" +1790255,525,16,122,0,324,432,98,306,602,916,117,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1189939,9,9,0,6,6,6,0,8,11,12,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1423753,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1527037,196,8,0,64,192,448,142,154,312,391,2,"No",0,0,0.25,0,"No","No","No","Yes","No","No" +2282557,0,2,0,156,228,282,10,40,85,137,0,"No",0,0,0,1,"No","No","No","Yes","No","Yes" +1566257,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1584657,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2907962,17,12,0,0,0,0,1,1,1,1,5,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1142671,15,8,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.39,0,"No","No","Yes","Yes","No","No" +1954576,283,8,35,475,920,1375,143,471,894,1341,139,"No",75,0.76,0.72,0,"No","No","Yes","Yes","No","No" +3183915,40,52,0,0,0,0,10,32,45,67,5,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1577247,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +1561568,45,2,0,0,0,0,50,50,52,52,0,"No",0,0.62,0.36,0,"Yes","No","No","Yes","No","No" +1524224,1,2,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1817478,1,10,0,4,4,4,0,4,4,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1209105,10,8,8,0,12,22,5,16,37,64,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3219893,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1416959,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1266824,121,4,6,22,44,66,26,54,142,227,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1629413,4,8,0,0,0,0,0,0,1,2,3,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1963307,77,8,0,0,0,0,1,32,65,72,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1566691,0,8,0,4,6,9,2,4,4,7,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","Yes" +1656872,119,NA,14,0,0,0,39,122,251,354,69,"No",0,-99,-99,0,"No","No","No","No","No","No" +1184786,66,12,2,50,110,160,16,47,94,150,17,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1200368,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1887890,11,8,0,0,4,4,2,10,32,50,8,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +3001441,11,8,5,652,896,1270,122,535,803,1070,75,"No",0,1,0.97,8,"No","No","No","Yes","No","Yes" +1200742,0,2,0,7,7,12,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +2033523,9,8,0,0,0,0,0,0,1,1,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2940455,165,8,39,0,72,72,21,65,121,212,11,"No",0,0.61,0.6,3,"No","No","No","Yes","No","No" +1431150,5,8,0,0,0,0,1,5,7,10,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +1226571,0,9,0,2,2,3,0,1,2,2,1,"No",0,0.34,0.41,0,"No","No","Yes","Yes","No","No" +3049936,3077,6,2796,8076,17112,24372,2310,7063,12616,20286,1243,"No",0,0.82,0.54,74,"No","No","No","Yes","No","No" +2164287,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1603874,94,4,0,0,0,0,0,0,6,6,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2867204,2,4,0,2,3,4,2,2,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1174854,0,8,0,63,123,165,0,0,0,0,11,"No",0,0.68,0.38,0,"Yes","No","Yes","No","No","Yes" +2870501,33,9,0,0,2,18,5,20,39,60,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2968293,0,12,0,6,6,6,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3258572,23,8,0,0,0,0,0,0,0,1,1,"No",0,0.66,0.66,0,"No","No","Yes","Yes","No","No" +3228235,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2922621,49,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2880284,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","Yes" +3277840,65,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +2917087,25658,2,540,0,12750,24000,3153,11184,26530,46167,3477,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1630212,1,9,0,10,10,10,2,11,17,19,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1858837,173,12,6,0,0,0,9,16,22,26,10,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1116877,253,8,51,179,433,688,72,280,586,911,205,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1201551,14,8,0,100,200,200,63,168,192,192,34,"No",0,0.12,0.65,0,"No","No","No","Yes","No","Yes" +2967443,84,0,0,40,76,76,9,25,66,91,7,"No",0,0,0,0,"No","No","No","Yes","No","No" +2266334,22,8,4,7,19,23,1,11,21,42,1,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1824489,0,8,0,6,8,11,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3068039,0,12,0,9,9,9,2,3,4,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1420901,3,9,19,61,97,129,8,29,49,61,0,"No",4,0.86,0.84,0,"No","No","No","Yes","No","No" +2132260,79,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1257523,0,2,0,24,29,29,0,9,17,21,0,"No",0,0.22,0.38,0,"Yes","No","No","No","No","Yes" +1514331,1,8,1,2,4,6,0,2,4,6,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","No" +2876553,0,4,0,8,11,13,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1130186,462,12,0,0,0,0,12,51,112,199,64,"No",0,0.88,0.81,0,"No","No","No","Yes","No","No" +2105288,-80,9,0,438,488,635,183,293,386,547,29,"No",0,0.58,0.44,80,"No","No","No","Yes","No","Yes" +2267526,-2,12,0,32,50,70,3,19,28,42,0,"No",0,0.9,0.87,2,"No","No","Yes","Yes","No","Yes" +2841987,8,4,0,0,0,0,0,0,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1959298,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2111606,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1731122,0,8,0,14,23,23,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +2165646,9,8,0,0,0,0,2,2,4,7,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2072511,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +3112983,60,2,0,30,30,30,0,0,0,0,6,"No",0,0.59,0.73,0,"Yes","No","No","Yes","No","No" +1887920,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3141753,45,NA,0,0,0,0,1,72,105,112,13,"No",0,-99,-99,0,"No","No","No","No","No","No" +1496564,25,9,1,8,24,32,2,16,33,48,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3068015,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3068605,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2877090,69,8,0,0,0,0,3,10,17,26,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1977985,38,2,59,140,360,600,14,14,14,14,1,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","Yes" +1964427,10,16,10,20,40,50,7,20,32,46,4,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3030301,2,12,0,8,8,16,3,9,20,24,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1150792,99,8,0,0,100,100,7,34,60,78,23,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1805265,47,NA,0,0,0,0,6,21,53,77,17,"No",0,-99,-99,0,"No","No","No","No","No","No" +1397902,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2074211,2,0,0,26,42,56,4,16,32,51,2,"No",0,0,0,0,"No","No","No","No","No","Yes" +2001242,18,8,0,0,0,0,1,2,4,8,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1885800,39,9,1,25,25,40,6,6,48,55,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2010248,-53,NA,0,0,0,0,0,0,0,19,26,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2230346,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +3183239,475,8,46,216,378,486,84,243,451,724,64,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +2095872,199,8,4,350,450,725,91,266,493,789,226,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1384741,132,2,0,0,100,100,0,0,125,175,1,"No",0,0.72,0.74,0,"No","No","No","Yes","No","No" +1615849,10,8,0,11,21,31,4,14,28,42,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1967172,2,2,0,1,2,3,1,1,2,3,0,"No",0,0.37,0.4,0,"Yes","No","No","Yes","No","Yes" +1139772,34,8,7,27,62,90,11,36,68,121,13,"No",0,0.71,0.72,1,"No","No","No","Yes","No","No" +2109847,3,2,0,5,9,13,1,7,12,20,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +2257067,113,2,78,99,198,332,44,157,286,443,45,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1364250,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1142461,22,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.83,0,"Yes","No","No","No","No","No" +3164515,114,16,0,0,0,0,1,5,5,8,1,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +1589677,33,12,0,0,0,0,1,3,14,20,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2950303,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1661096,5,2,18,99,216,216,15,73,132,178,22,"No",0,0.31,0.2,0,"No","No","Yes","Yes","No","No" +1262207,55,12,22,36,84,120,19,51,104,157,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3158082,5,12,0,2,2,2,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","Yes","Yes","No","No" +2803412,2,2,1,0,0,0,0,2,4,4,1,"No",0,0.94,0.92,0,"No","No","Yes","Yes","No","No" +1854727,9,8,0,0,3,4,2,2,6,12,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +2005229,68,8,27,0,0,24,1,34,59,93,16,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2809087,86,12,0,0,0,0,2,2,2,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2197908,9788,8,5957,15194,30979,48463,3797,13803,26653,43584,2941,"No",0,0.85,0.92,0,"No","No","Yes","Yes","No","No" +2189909,97,2,16,70,170,315,58,181,355,476,53,"No",0,0.98,0.92,1,"No","No","No","Yes","No","No" +3020186,17,8,0,7,21,35,4,9,20,44,4,"No",0,0.94,0.82,0,"No","No","No","Yes","No","No" +2107564,128,8,0,0,0,0,1,1,2,4,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +2101887,5,8,0,0,0,0,0,0,4,5,1,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1679871,61,8,24,132,297,465,27,102,170,279,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1166376,544,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2247938,17,2,0,0,0,0,1,1,1,1,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2935765,0,8,0,23,39,55,5,13,22,30,0,"No",1,0.78,0.75,0,"No","No","No","Yes","No","No" +1816157,0,4,0,5,7,9,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +2290404,21,8,0,0,0,0,0,2,4,5,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +3162034,3,2,0,100,100,100,22,47,77,130,66,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2118568,31,8,0,0,24,24,1,13,33,62,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1562720,87,4,39,51,170,289,15,74,127,156,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1915568,3,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1612364,25,9,0,0,0,0,1,1,4,5,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1692388,2,2,0,0,0,0,0,0,1,1,1,"No",0,0.11,0.08,0,"Yes","No","No","No","No","No" +1316416,153,8,0,400,400,400,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2857395,1965,8,0,0,0,0,2,7,10,15,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1274751,8,8,0,6,20,27,4,8,24,44,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3174319,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3081988,30,12,0,10,10,30,0,10,20,20,26,"No",0,0.79,0.82,0,"No","No","No","Yes","No","No" +3098449,380,12,2,0,0,0,11,38,67,149,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1574718,0,NA,0,77,115,127,0,0,0,0,12,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1595549,5,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1709200,11,NA,0,0,0,0,0,0,1,3,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2111160,319,8,0,90,180,360,18,123,314,530,28,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +3210716,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1889024,7,2,0,0,0,0,5,13,21,35,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1467457,1136,2,0,0,0,0,5,14,25,338,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1789900,651,6,0,456,1140,1995,163,595,1150,1950,259,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2105511,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2011059,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1928744,0,2,0,10,10,10,0,0,0,0,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","No" +1598966,7,8,0,53,74,102,9,28,67,97,15,"No",0,0.98,0.97,2,"Yes","No","No","No","No","Yes" +1402395,424,8,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3181880,2742,12,0,0,0,0,2,2,4,10,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2066555,415,NA,0,0,0,0,2,6,10,12,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1984180,19,8,0,0,25,50,1,7,17,37,0,"No",0,0.65,0.75,0,"No","No","No","Yes","No","No" +3081324,13,12,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.81,0,"No","No","No","Yes","No","No" +2983688,290,NA,0,0,0,0,70,110,155,255,57,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1122712,4,8,0,0,1,3,0,0,3,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1643598,65,8,4,50,75,125,17,61,105,147,33,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +1803818,34,8,0,7,8,8,0,0,0,1,40,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +1315718,1,8,0,1,2,3,0,1,2,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1557861,293,8,0,343,739,1147,98,398,769,1167,50,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1761116,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2071302,15,8,0,0,0,10,4,9,17,21,1,"No",0,0.51,0.69,0,"No","No","No","Yes","No","No" +1904080,5,2,0,0,0,0,1,2,2,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","Yes" +1505651,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1608237,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2180281,416,8,0,126,198,414,26,128,318,509,39,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +2256890,28,8,0,31,31,31,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +2187427,9,2,0,0,10,10,0,6,11,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2138507,1,12,0,50,80,100,7,32,52,88,2,"No",0,0.91,0.73,0,"No","No","No","Yes","No","Yes" +2300501,1,8,0,0,1,1,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1828432,2,8,0,5,7,11,1,4,4,8,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1907799,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1512540,0,12,0,11,11,11,0,3,5,6,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +2258459,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2820045,695,4,372,2211,4008,6021,707,2126,3939,5804,467,"No",0,0.89,0.91,1,"No","No","No","Yes","No","No" +3277727,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.14,0.12,0,"No","No","Yes","Yes","No","No" +1405695,6,8,0,12,18,36,12,22,41,60,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2940096,1,2,0,188,244,300,31,66,118,144,13,"No",29,0,0,0,"No","No","No","Yes","No","Yes" +1192860,1,8,0,0,1,1,0,0,1,1,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","No" +2981100,199,8,29,250,250,400,27,128,279,445,55,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2086086,89,4,138,151,276,376,90,259,467,664,18,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1216212,0,2,0,83,107,107,0,0,0,0,5,"No",0,0.47,0.55,0,"Yes","No","No","Yes","No","Yes" +1559825,13,2,0,20,60,80,12,25,34,36,0,"No",0,0.9,0.83,0,"No","No","No","Yes","No","Yes" +1170273,2,4,0,0,0,1,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3137863,156,8,13,0,0,40,9,45,110,197,16,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +3212668,25,2,0,0,0,0,0,1,1,1,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2211624,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3267638,3,2,0,0,0,0,2,2,2,2,0,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +1562669,0,2,0,5,8,9,0,0,0,0,1,"No",5,0.83,0.52,0,"Yes","No","Yes","Yes","No","No" +1821797,149,8,30,108,202,276,65,149,313,351,114,"No",0,0.95,0.84,0,"No","No","No","Yes","No","No" +2826091,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2965472,8,8,0,0,7,14,0,4,10,11,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3031762,19,12,0,0,0,0,1,3,6,14,2,"No",0,0.77,0.75,0,"Yes","No","No","Yes","No","No" +1571592,3,4,0,0,0,0,1,3,4,4,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1915676,3,4,4,2,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2194741,174,8,0,0,0,60,33,108,251,395,21,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1217923,73,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1475770,2,2,0,1,2,3,1,2,3,3,0,"No",0,0.37,0.4,0,"Yes","No","No","Yes","No","Yes" +1698935,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1576768,10,2,0,0,0,0,0,0,2,2,0,"No",0,0.48,0.32,0,"Yes","No","No","Yes","No","No" +2192218,12,2,0,5,10,15,1,4,12,12,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" 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+3234443,32,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3001968,169,2,52,200,400,520,52,196,354,548,65,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1555608,5,8,2,48,70,103,12,28,52,78,8,"No",0,0.92,0.84,0,"No","No","No","Yes","No","Yes" +1585274,4,2,0,0,0,0,1,4,5,5,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1963268,48,NA,0,0,0,0,2,32,77,85,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2894278,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","No" +2225031,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1623688,11,2,0,0,0,50,1,4,8,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1674844,10,8,0,0,0,0,0,1,3,3,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1674554,2,9,0,0,0,0,0,0,0,1,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1561212,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1753939,141,9,4,4,4,4,10,29,90,159,39,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +3026411,60,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1849180,8,2,0,0,0,0,1,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1483531,14,2,0,20,40,60,4,12,28,46,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1894477,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1631056,2,8,0,7,7,14,5,17,27,29,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1768726,70,14,2,75,90,115,10,46,105,145,18,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1180153,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2272674,342,3,0,0,0,0,0,5,9,14,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2214194,298,8,0,1441,2127,3586,535,1910,3413,4413,324,"No",0,0.7,0.71,0,"No","No","No","Yes","No","Yes" +3138144,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1639693,9,8,0,12,36,54,8,18,47,74,10,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +1411408,0,4,5,4,5,5,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2289458,0,4,0,32,38,41,1,3,3,9,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","Yes" +1258591,33,8,1,40,80,120,8,29,71,121,21,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1255112,2,3,0,0,0,0,0,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2316024,60,4,25,0,21,38,13,32,62,75,11,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1947447,13,8,0,0,12,12,1,5,15,23,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1889754,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2123237,7,9,1,0,0,0,0,0,2,2,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1373875,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3096682,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1193038,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1738540,2,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1346131,7,8,0,0,0,1,0,0,6,7,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1217907,35,2,0,0,34,51,5,14,21,33,2,"No",0,0.98,0.93,0,"No","No","Yes","Yes","No","No" +2183423,2,4,0,1,3,4,3,3,4,14,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +3253658,1556,NA,0,0,0,0,16,25,38,72,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3168851,7640,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2930379,8,8,1,34,79,126,12,20,20,20,0,"No",0,0.79,0.85,0,"No","No","No","Yes","No","No" +1841710,17,8,0,60,120,140,14,57,98,139,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","Yes" +1439156,0,9,0,0,0,0,2,2,4,6,0,"No",0,1,0.25,0,"Yes","No","No","Yes","No","No" +2095710,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1261780,332,8,0,0,0,0,0,2,2,6,2,"No",0,0.8,0.9,0,"No","No","No","Yes","No","No" +2263876,3332,12,0,2400,2400,2400,0,0,0,0,0,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1564543,756,NA,0,0,0,0,8,16,30,61,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3122942,17,4,0,0,4,12,4,11,19,21,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1768573,11,4,2,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2887640,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1369363,20,3,0,100,200,300,24,92,142,179,9,"No",0,0.52,0.41,0,"No","No","No","Yes","No","Yes" +1602855,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2087659,1,2,0,40,70,100,9,9,9,9,7,"No",0,0.38,0.41,0,"No","No","No","Yes","No","Yes" +2054454,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3094417,426,8,0,0,0,0,1,21,265,491,230,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1503702,141,17,0,0,0,0,9,17,33,44,5,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1199937,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"No","No","Yes","Yes","No","No" +1991528,10,4,0,0,1,3,0,1,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1710725,499,12,48,180,180,180,0,1,1,1,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1569924,14,2,0,86,146,206,10,58,108,168,28,"No",2,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2212559,54,9,0,0,0,0,0,0,2,2,2,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +3208167,22,8,0,0,0,0,1,2,5,8,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1645526,0,8,0,1,1,1,1,1,1,1,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","Yes" +3171870,1,8,0,2,4,5,0,2,3,4,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1427857,18,2,0,0,0,0,0,2,13,16,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +3247557,6,9,0,10,22,37,3,13,23,36,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2109119,0,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1571837,7,2,0,0,4,4,0,1,2,3,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1974020,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1269181,159,9,44,276,504,732,78,276,549,879,125,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3023802,54,2,0,0,0,0,2,3,16,20,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1897799,0,12,0,8,12,18,3,6,10,14,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3018958,2,12,0,16,24,32,1,8,18,30,0,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +1652014,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1305415,11,2,0,0,28,28,2,7,10,15,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1197033,43,52,0,0,0,0,2,5,15,34,26,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2956013,15,15,0,0,0,0,0,0,1,1,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1426307,0,4,0,0,61,61,0,0,0,0,0,"No",0,0.93,0.8,0,"No","No","No","Yes","No","No" +1738971,576,4,70,60,110,180,50,102,187,373,39,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1844065,42,8,4,24,60,80,11,24,54,87,11,"No",0,0.97,0.9,0,"No","No","Yes","Yes","No","No" +1530758,266,8,0,0,0,0,0,9,9,9,0,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +3197037,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2227694,58,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1476059,0,8,0,19,19,19,1,13,31,45,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2982354,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.36,0,"Yes","No","No","Yes","No","No" +3233940,0,3,0,0,6,8,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1248224,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +3258402,31,8,0,0,0,8,1,6,13,16,7,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3028300,74,12,6,30,30,60,12,37,78,120,25,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1777853,142,2,0,0,0,0,1,6,6,8,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1798362,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2244601,74,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1412432,12,8,0,0,0,0,2,12,20,33,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","Yes" +1741593,5249,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1180255,55,8,0,0,0,0,3,8,12,24,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1267777,3,8,0,24,30,36,9,17,27,42,10,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1576437,3,8,0,0,0,1,1,1,2,4,0,"No",0,0.07,0.15,0,"No","No","No","Yes","No","Yes" +2094668,100,2,0,0,0,0,7,13,26,30,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1791033,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.76,0.77,0,"Yes","No","No","Yes","No","Yes" +3057070,32,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2819371,318,2,0,0,0,0,4,12,21,43,31,"No",0,0.73,0.66,0,"No","No","No","Yes","No","No" +3237110,21,2,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3110456,1,12,0,69,132,177,11,31,73,109,24,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1942134,15,8,0,0,0,0,1,2,5,7,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1801616,0,NA,0,5,7,8,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1615990,5,8,0,0,0,0,0,2,2,2,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1954663,42,2,0,0,0,0,1,4,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2017123,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1876239,5,2,1,2,2,2,0,0,0,0,1,"No",0,0.13,0.09,0,"Yes","No","No","Yes","No","No" +1888251,10,8,0,5,5,5,7,7,11,28,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1469682,0,2,0,51,51,51,0,0,0,0,0,"No",0,0.3,0.15,0,"Yes","No","No","Yes","No","No" +1875582,1246,2,0,0,0,0,1,6,260,261,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3175234,65,4,0,0,8,8,0,10,52,70,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1711460,60,9,11,44,100,162,23,61,137,217,18,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1729045,365,8,0,0,0,0,10,28,60,85,1,"No",0,0.9,0.82,0,"No","No","Yes","Yes","No","No" +2145183,0,8,0,3,4,6,1,2,3,3,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +2844812,136,8,7,100,200,300,63,134,270,454,28,"No",0,1,0.99,1,"No","No","No","Yes","No","No" +2160385,7,12,0,3,6,9,2,5,11,11,0,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +3226167,0,15,0,6,6,6,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2818468,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2814360,3,2,0,15,27,42,9,17,36,53,3,"No",0,0.97,0.96,0,"No","No","No","Yes","No","Yes" +1679463,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2050109,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3037832,16,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1725794,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1290150,57,8,2,0,0,0,6,22,33,63,20,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2070393,1083,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1551327,0,2,0,582,1009,1168,0,0,0,0,50,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3002991,55,12,0,0,0,0,3,10,27,50,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2109704,256,2,0,0,0,0,0,1,1,2,0,"No",0,-99,1,0,"No","No","Yes","Yes","No","No" +1804981,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3087332,14,2,0,0,0,0,1,2,3,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2043520,3,8,0,1,4,5,1,4,6,14,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3044217,105,9,9,60,140,180,19,67,136,232,32,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1607743,66,NA,0,0,0,0,0,0,1,5,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1707460,23,8,59,353,606,789,114,286,537,831,57,"No",25,0.78,0.74,2,"No","No","No","Yes","No","Yes" +2028606,0,8,0,58,58,58,0,1,1,1,0,"No",0,0.76,0.77,0,"Yes","No","Yes","Yes","No","Yes" +2153493,2016,8,0,1284,2304,3312,240,948,2036,4016,209,"No",0,0.82,0.51,0,"No","No","No","Yes","No","No" +2999444,269,8,0,0,0,0,6,9,11,30,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3129353,6,8,1,145,145,145,0,1,7,11,5,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2183173,4,2,0,2,6,10,1,2,8,9,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +3178657,1153,2,81,0,360,990,212,794,1364,1812,333,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1896610,641,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2252581,1652,8,40,0,0,5600,137,305,573,957,391,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2182476,23,8,0,0,0,0,0,0,0,0,5,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +2046135,2,2,0,60,67,96,5,6,6,6,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +2034769,5,8,0,0,0,1,0,2,4,6,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1990338,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1121839,4,8,0,5,5,9,2,6,10,14,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1582045,71,2,2,0,80,160,17,36,65,99,17,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1674992,45,2,0,0,0,0,3,4,6,6,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2214454,217,52,0,0,0,0,1,2,4,6,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1641671,173,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2969622,9000,8,350,0,0,0,415,1515,2582,4025,711,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1706249,94,2,146,160,400,480,47,108,109,110,74,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +2095560,7,8,0,0,0,0,0,1,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1840811,19,52,0,0,0,0,0,2,6,11,2,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","No" +2257239,0,8,0,12,17,22,2,7,12,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2957303,2943,8,25,0,0,0,109,866,959,1312,187,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1387402,136,6,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1968011,50,8,4,4,22,48,4,16,52,103,15,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1248956,0,2,0,92260,170880,207160,1,1,1,1,0,"No",0,0.97,0.91,0,"Yes","No","Yes","Yes","No","Yes" +1945679,140,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +3049560,75,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1170301,4,2,0,0,2,4,5,7,11,18,2,"No",0,1,0.97,0,"No","No","No","Yes","No","Yes" +3081956,6,4,0,0,1,1,0,0,3,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3223645,423,8,0,0,0,0,0,4,10,15,2,"No",0,0.77,0.86,0,"Yes","No","No","Yes","No","No" +3162562,146,2,4,0,0,0,0,1,7,9,1,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2825278,0,2,0,1104,1104,1104,0,0,0,0,200,"No",5,0.7,0.46,0,"No","No","No","Yes","No","Yes" +1463802,153,2,0,0,0,0,4,23,38,38,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3214147,5,12,0,8,8,8,0,4,6,9,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1748599,37,4,0,0,0,0,2,3,4,9,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3038599,5,8,0,0,0,0,0,0,0,4,4,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1453243,294,8,0,0,256,256,22,94,217,317,46,"No",0,0.97,0.78,0,"No","No","No","Yes","No","No" +3133705,8,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.79,0,"No","No","Yes","Yes","No","No" +1858728,43,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +2129800,0,2,2,8,13,18,8,18,23,23,1,"No",0,0.75,0.64,1,"Yes","No","No","Yes","No","Yes" +1972799,-6,9,0,18,18,24,5,11,13,22,3,"No",0,0.37,0.29,6,"No","No","Yes","Yes","No","Yes" +1783675,5,8,0,56,96,126,10,33,57,81,3,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1705323,4725,52,0,0,0,0,10,16,40,76,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1863462,15,8,0,15,30,45,3,10,39,56,3,"No",0,0.85,0.9,0,"No","No","No","Yes","No","Yes" +1821751,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1290950,0,9,0,32,48,64,2,14,28,45,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1533608,0,8,60,552,900,1248,173,640,709,775,106,"No",12,0.43,0.46,34,"No","No","No","Yes","No","No" +3129581,701,2,0,0,0,0,0,2,4,4,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2959430,7,NA,0,0,0,0,0,0,1,4,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1481226,6,8,6,12,18,30,0,7,15,31,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1492097,0,8,0,12,12,12,1,3,3,7,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3081977,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2133388,10,4,5,0,4,7,1,4,8,16,4,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1864232,119,8,0,0,36,48,0,54,120,169,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2040519,6263,8,6,0,0,0,80,269,541,1006,137,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3253506,4,8,0,0,1,3,0,0,2,6,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2037922,12,8,0,0,6,12,2,8,18,63,3,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +2960732,0,12,0,1,1,1,7,8,12,14,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","Yes" +2298071,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +1176387,16,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.95,0,"Yes","No","Yes","Yes","No","No" +1798378,27,4,0,60,60,120,12,25,50,83,10,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1714717,331,10,8,240,480,720,94,405,611,861,89,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1486837,156,4,24,18,108,163,27,84,188,318,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2909852,691,8,0,0,0,0,0,0,10,10,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2314808,36,12,0,35,35,35,4,19,33,58,6,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2025982,51,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3142101,0,4,0,26,26,26,1,3,3,8,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +3121136,61,2,2,40,90,140,16,54,109,158,20,"No",0,0.82,0.72,0,"No","No","No","Yes","No","No" +3198640,20,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","Yes","No","No" +3025514,90,8,42,83,198,290,45,135,257,357,52,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1541975,28,NA,0,0,0,0,0,1,4,6,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3245069,5,8,0,0,2,4,5,5,7,9,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1460804,2127,8,0,625,625,625,0,0,0,0,0,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +3017410,439,8,3,0,0,0,25,74,149,245,50,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1235024,10,9,0,0,0,0,0,1,1,1,1,"No",0,0.34,0.41,0,"No","No","No","Yes","No","No" +2965197,7,8,0,4,4,4,0,3,6,9,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1251817,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +3222249,3,8,0,72,72,72,0,0,2,3,1,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1458345,7,12,0,0,0,0,1,2,3,4,4,"No",0,0.57,0.69,0,"No","No","No","Yes","No","Yes" +3205754,93,14,0,0,75,75,2,20,46,77,30,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2260643,6,8,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3085772,10,8,0,0,0,0,0,0,3,7,0,"No",0,0.98,0.87,0,"No","No","No","Yes","No","No" +1335907,0,9,0,3,4,5,2,3,4,7,1,"No",0,0.92,0.76,0,"No","No","No","Yes","No","Yes" +1742283,97,NA,0,0,0,0,1,3,8,13,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3208988,85,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","Yes","Yes","No","No" +3208255,142,4,0,0,0,0,0,3,6,6,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2253239,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1325295,2847,6,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1644564,1,8,0,5,9,12,1,3,7,14,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1536272,0,2,0,3,5,6,2,3,5,9,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2131190,-1,2,0,8,8,8,1,1,2,2,0,"No",0,0.36,0.57,1,"No","No","No","Yes","No","Yes" +2281639,4,2,0,4,8,12,1,3,5,16,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3261115,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1275378,97,8,0,0,0,0,19,43,43,43,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +2112147,16503,2,0,0,0,0,52,172,250,251,0,"No",0,0.81,0.87,0,"Yes","No","No","Yes","No","No" +2897857,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +2223364,1,8,0,52,96,140,22,53,70,70,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","Yes" +3279990,0,4,0,5,7,7,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +3230840,77,9,0,0,0,0,2,14,35,46,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3197772,9,8,1,11,27,41,4,12,25,33,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1351580,1310,4,0,0,0,0,15,38,64,117,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1472919,0,8,0,7,7,14,1,5,7,8,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1177786,10,8,0,22,42,66,10,30,51,71,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1930441,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1865919,25,8,2,305,507,720,79,263,502,749,58,"No",26,0.79,0.66,2,"No","No","No","Yes","No","Yes" +1696614,421,12,14,0,0,0,25,94,175,255,30,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1520893,936,13,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2246390,2,8,0,24,24,36,9,15,21,27,0,"No",12,0.79,0.9,0,"No","No","No","Yes","No","Yes" +2077011,1,8,1,3,5,8,1,3,7,9,2,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2252897,292,8,0,0,0,0,5,15,29,55,2,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2956754,26,3,0,40,88,144,12,40,79,128,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1944864,-35,NA,0,0,0,0,40,164,275,387,41,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1925840,2154,8,0,0,0,0,13,25,60,115,19,"No",0,0.85,0.74,0,"No","No","Yes","Yes","No","No" +2035730,104,8,86,160,320,464,74,202,367,492,102,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2279154,59,8,0,370,505,595,59,205,355,539,115,"No",45,0.53,0.44,0,"No","No","No","Yes","No","Yes" +2977474,27,8,0,0,0,0,3,7,11,16,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1790073,112,8,0,270,540,540,72,228,379,520,32,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1613517,573,8,0,0,0,0,0,0,0,6,0,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +1814016,59,52,0,0,0,0,1,5,12,17,0,"No",0,0.86,0.88,0,"Yes","No","Yes","Yes","No","No" +1546049,33,8,0,140,220,280,26,91,166,258,58,"No",20,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1445679,8,8,0,50,50,75,6,26,38,47,9,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2818223,0,2,0,8,12,12,6,15,19,23,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1442880,85,2,0,0,0,0,0,0,0,10,2,"No",0,1,0.8,0,"Yes","No","No","Yes","No","No" +3233839,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2254462,8,8,0,0,0,0,0,0,0,1,2,"No",0,0.34,0.53,0,"No","No","No","Yes","No","No" +2276740,2517,12,0,90,180,180,6,46,113,169,45,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +1586027,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1405173,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +2825168,19,4,0,0,0,0,3,6,9,18,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2152114,152,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1775091,120,2,0,0,0,0,0,0,0,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1355517,123,8,0,0,0,0,4,8,23,34,6,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1294012,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1444322,10,8,0,0,0,12,0,3,5,9,1,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1476453,1429,8,430,4086,8984,13448,1277,4408,9732,15717,1107,"No",0,1,0.81,0,"No","No","No","Yes","No","No" +1162711,0,2,0,29,40,54,0,0,0,0,0,"No",29,0.48,0.53,0,"No","No","No","Yes","No","Yes" +1319297,14,12,46,124,249,362,58,134,249,353,52,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1514591,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1232795,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1493888,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1186447,64,8,51,425,641,965,92,330,560,720,75,"No",0,0.79,0.66,2,"No","No","No","Yes","No","Yes" +1463531,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1811170,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +3132753,0,2,0,7,7,8,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1539152,777,12,46,525,925,1325,111,580,1091,2211,453,"No",0,0.87,0.88,0,"No","No","Yes","Yes","No","No" +3202408,67660,4,0,8064,15120,15120,1365,2447,3447,4506,423,"No",0,0.44,0.52,400,"No","No","No","Yes","No","No" +1817177,0,12,3,9,13,17,0,5,11,16,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2042430,780,2,0,500,1000,1000,921,962,981,13004,292,"No",0,0.5,0.66,0,"No","No","Yes","Yes","No","Yes" +2979800,0,2,0,17,28,30,0,0,0,0,1,"No",0,0.73,0.66,0,"Yes","No","Yes","Yes","No","Yes" +2888071,6,8,0,4,4,8,1,4,6,11,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +3227539,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1813544,2,2,0,0,1,2,0,0,2,4,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1924562,23,4,0,0,2,12,2,10,15,17,1,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1698466,48,2,0,0,0,40,5,12,34,46,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1918082,0,5,0,462,632,632,0,2,2,2,41,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1621616,169,8,62,270,432,540,80,263,476,720,90,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2043326,111,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1445501,0,NA,0,0,0,0,6,19,38,55,11,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1413352,4,4,0,2,4,4,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2817291,17,4,0,0,5,5,20,20,22,23,0,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2116097,17,8,0,0,0,0,1,1,3,5,2,"No",0,0.74,0.82,0,"Yes","No","Yes","Yes","No","No" +1135858,6,8,0,6,14,30,2,9,16,29,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +2978862,0,12,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +1223227,1254,8,1,0,0,0,25,85,184,280,39,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1130374,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.43,0.19,0,"Yes","No","No","Yes","No","Yes" +2147584,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1160915,53,12,0,0,0,0,2,2,5,11,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1336619,0,8,0,14,23,26,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","Yes","Yes","No","No" +1435022,63,2,0,0,0,0,0,0,0,0,2,"No",0,0.61,0.57,0,"No","No","No","Yes","No","No" +2083339,0,2,0,16,27,49,2,7,13,16,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1811980,22,2,0,0,0,0,0,1,3,3,1,"No",0,0.43,0.23,0,"Yes","No","No","Yes","No","No" +2888207,46,8,0,0,0,0,0,4,13,21,1,"No",0,0.76,0.88,0,"Yes","No","No","Yes","No","No" +2219479,3,8,0,0,1,2,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1779747,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +2239324,3,12,0,30,48,84,7,27,34,51,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2846319,3,0,0,0,0,0,2,4,6,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1643684,41,0,0,0,0,4,6,14,23,33,3,"No",0,-99,0,0,"No","No","No","Yes","No","No" +1502337,166,52,0,0,0,0,3,14,35,65,29,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2202034,487,8,76,413,977,1543,202,767,1563,2372,214,"No",20,0,0,0,"Yes","No","Yes","Yes","No","No" +1515152,36,8,0,0,0,0,2,2,8,20,0,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +2811291,9826,NA,1669,0,0,0,6160,21908,23053,23053,7461,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1410478,14,8,0,0,0,0,0,0,7,11,2,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1419404,130,12,18,111,271,411,55,146,306,517,42,"Yes",20,0.44,0.38,0,"No","No","No","Yes","No","No" +1829352,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +3195904,16,8,0,99,99,105,29,339,370,393,29,"No",0,-99,0.5,12,"No","No","No","No","No","No" +1523170,171,8,0,80,153,226,42,149,237,373,48,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2310084,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","Yes" +1409447,51,12,2,45,81,117,16,49,76,135,22,"No",0,1,1,0,"No","No","No","Yes","No","No" +3258447,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3043847,216,8,0,0,0,0,1,1,2,2,3,"No",0,0.26,0.37,0,"No","No","No","Yes","No","No" +1251723,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1160672,93,12,3,0,60,90,10,39,101,150,41,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1916606,13,8,4,16,32,46,5,13,24,43,7,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1434492,103,8,0,0,0,0,0,1,2,2,0,"No",0,0.84,0.86,0,"Yes","No","Yes","Yes","No","No" +3202789,70,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1632353,3,2,0,15,20,30,10,24,49,68,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2952570,3097,2,0,0,0,0,10,62,76,122,18,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2981958,20,8,0,0,0,0,0,0,8,8,1,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2097585,467,8,8,600,1100,1600,193,655,1215,1844,196,"No",0,0.4,0.65,0,"No","No","No","Yes","No","No" +1281095,7,12,0,0,0,0,0,0,1,1,0,"No",0,0.48,0.39,0,"No","No","Yes","Yes","No","No" +1575469,73,9,0,0,0,0,0,0,0,4,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1554180,7,4,0,0,0,0,0,3,5,6,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3242405,35,2,0,0,0,0,0,1,4,10,1,"No",0,0.5,0.55,0,"No","No","No","Yes","No","No" +2307685,40,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.61,0,"Yes","No","Yes","Yes","No","No" +1364818,174,8,0,0,0,0,6,11,19,29,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2148833,22,8,0,71,100,100,119,146,167,193,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1291770,194,NA,0,0,0,0,0,1,2,3,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2124167,246,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3169583,4,8,0,2,3,5,3,5,9,9,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1120473,30,4,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.7,0,"Yes","No","No","Yes","No","No" +1634172,106,16,24,240,432,648,74,217,431,653,109,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","No" +2179166,1,8,0,0,0,0,2,3,12,17,0,"No",0,0.85,0.92,0,"Yes","No","No","Yes","No","No" +2901868,79,4,0,0,24,48,4,10,13,14,18,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +3219514,2,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1179472,242,8,0,0,0,0,2,8,16,52,0,"No",0,0.83,0.94,0,"No","No","No","Yes","No","No" +1122203,21,2,0,0,0,0,1,3,3,3,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1182625,0,8,0,4,7,9,1,5,6,6,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1838518,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2096160,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","Yes","Yes","No","No" +1265170,5,2,0,2,10,12,3,10,15,26,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3070104,1690,8,0,0,0,0,0,0,0,5,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1298120,68,52,0,0,0,0,2,7,14,20,4,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +2089441,0,2,0,5,8,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","Yes" +2032759,17,2,0,11,33,44,4,18,24,25,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3053675,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1461116,55,8,17,52,123,166,16,49,112,208,19,"No",0,0.31,0.41,0,"No","No","No","Yes","No","No" +3277647,83,8,0,0,0,0,0,0,4,5,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1607645,3,8,0,0,0,0,0,0,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1207503,533,12,207,0,0,0,12,65,132,199,25,"No",0,0.88,0.81,0,"No","No","Yes","Yes","No","No" +1637017,0,4,0,195,195,195,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +2293809,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.43,0,"Yes","No","No","Yes","No","Yes" +1641120,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2211932,54,0,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3078776,5,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1875173,7,8,0,46,46,46,0,0,1,3,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1407448,8,3,9,14,28,48,4,18,29,45,4,"No",0,0.75,0.64,0,"No","No","No","Yes","No","No" +1302468,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1807772,215,12,0,0,0,0,1,5,10,11,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1411738,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2277560,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1730049,30,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1849935,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +3072746,49,NA,0,0,0,0,1,5,6,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1721184,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2299585,397,16,430,660,1320,1760,330,841,1414,2141,297,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1860417,45,8,0,0,0,0,1,2,4,4,1,"No",0,0.61,0.57,0,"Yes","No","Yes","Yes","No","No" +1625435,5,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +1495845,55,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2833935,0,8,0,119,180,180,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1883228,3,4,1,5,9,15,1,11,16,16,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1743826,0,8,0,4,5,7,3,3,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1635272,0,2,0,6,9,11,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1678965,46,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1663400,2,2,0,150,240,330,31,104,179,243,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +2026716,27,2,0,168,168,336,25,52,108,135,0,"No",0,0.02,0.1,0,"No","No","No","Yes","No","Yes" +1445028,3,2,0,4,8,8,0,0,0,0,0,"No",0,0.97,0.9,0,"Yes","No","No","Yes","No","No" +3230224,292,2,0,0,0,0,8,8,12,25,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3196875,250,2,0,0,0,0,0,0,20,20,1,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +3017423,6,4,2,16,28,40,7,14,27,45,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1560743,0,4,0,5,8,9,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1791403,9,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2217831,26,2,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.83,0,"Yes","No","No","Yes","No","No" +1972880,4800,2,0,0,0,0,50,131,191,191,1,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1157562,15,2,0,1,3,3,3,3,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1426161,4,8,0,34,84,109,7,21,33,50,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","Yes" +2089940,377,10,0,0,0,0,0,1,4,6,1,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +1170206,16,2,0,0,4,4,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +2145367,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1663559,822,12,0,0,0,0,0,8,8,21,2,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1589601,119,8,52,148,288,400,44,130,278,424,44,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1827427,1,3,0,9,11,11,5,8,8,8,0,"No",0,0.52,0.41,0,"Yes","No","Yes","Yes","No","Yes" +3028848,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.23,0.31,0,"Yes","No","No","Yes","No","No" +1649764,1179,8,9,0,0,0,52,150,311,587,60,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1248330,186,2,0,0,0,0,2,5,8,11,13,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1174410,189,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2009577,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +1271908,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1438711,37,2,0,0,0,0,2,3,7,12,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2118112,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2289812,132,2,19,62,124,186,19,69,152,250,44,"No",0,1,1,0,"No","No","No","Yes","No","No" +2189207,82,2,0,0,0,0,0,0,3,4,2,"No",0,0.58,0.42,0,"No","No","No","Yes","No","No" +2966666,2,8,0,12,12,12,0,0,0,0,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1544859,361,8,23,504,924,1344,121,417,793,1289,155,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1162627,2008,NA,0,95,988,1596,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1135816,97,NA,0,0,0,0,0,0,2,2,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2136107,25,12,0,0,0,0,1,1,2,4,0,"No",0,0.57,0.7,0,"No","No","Yes","Yes","No","No" +1641103,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +3107413,13,8,0,4,10,16,3,10,31,54,2,"No",0,1,0.33,0,"No","No","Yes","Yes","No","No" +2849819,0,12,0,25,25,28,0,6,15,16,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","Yes" +1142516,15,12,0,0,6,12,1,8,12,18,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2203908,237,8,0,0,0,0,2,10,18,22,2,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1953254,2,8,0,5,10,14,0,2,6,6,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1126812,296,2,94,504,1037,1679,227,762,1562,2379,152,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1790265,1075,8,0,0,0,0,40,407,444,457,161,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +2203952,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2228021,471,8,253,435,1127,1535,171,604,1168,1721,132,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2110274,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1837387,8,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1769121,5,8,0,1,4,7,0,2,6,7,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1985615,6,8,0,12,21,33,2,9,19,23,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3210842,55,8,0,0,0,0,3,11,22,37,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2097799,87,8,11,400,400,400,51,146,279,430,49,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1534731,6,8,40,0,0,0,24,49,51,51,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +2255896,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3059794,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2031545,20,8,0,14,34,46,7,15,38,67,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1242920,3750,8,0,0,0,0,10,10,40,81,3,"No",0,0.8,0.92,0,"No","No","No","Yes","No","No" +3022247,34,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1435479,1,0,0,1,3,5,1,1,3,4,0,"No",0,0,0,0,"No","No","No","No","No","Yes" +1953985,13,8,0,50,50,80,21,32,67,93,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1434417,1192,8,550,1083,2178,3054,412,1448,3002,4564,390,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1779140,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2315177,1,9,0,0,0,0,0,1,1,1,0,"No",0,0.54,0.47,0,"No","No","No","Yes","No","No" +3175572,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1330408,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.85,0,"Yes","No","No","Yes","No","No" +2275852,5,2,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.77,0,"No","No","Yes","Yes","No","No" +2159208,758,52,0,0,0,0,2,7,17,17,12,"No",0,0.98,0.98,0,"Yes","No","No","No","No","No" +1230446,5,8,0,0,0,0,0,0,6,10,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1209103,5,8,0,3,12,15,0,3,4,9,1,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +2106390,-49,8,0,480,480,480,53,147,162,175,2,"No",0,0.41,0.46,50,"No","No","No","Yes","No","No" +2087559,127,2,0,0,0,14,4,23,48,75,24,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1530793,9,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1497649,4,8,0,12,12,24,4,9,13,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3024237,6013,12,980,7224,10836,14448,2361,5586,10571,16179,2139,"No",0,0.91,0.95,28,"No","No","No","Yes","No","No" +1169043,12,8,0,0,0,1,0,2,10,18,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1873887,2,4,0,0,0,0,0,1,1,1,0,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +1556753,22,9,0,0,34,51,3,6,16,25,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1324576,2,2,0,40,40,40,155,157,159,159,4,"No",0,0.1,0.04,0,"Yes","No","No","Yes","No","Yes" +1759940,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1909754,30,2,0,150,300,450,50,110,182,232,47,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1403065,11,2,0,5,7,7,0,1,1,1,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1492747,0,2,0,751,751,751,0,0,1,1,53,"No",0,0.86,0.91,0,"No","No","Yes","Yes","No","Yes" +2907185,1210,8,25,1920,2880,4320,809,1685,3804,6619,478,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2180254,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.88,0.66,0,"Yes","No","No","Yes","No","Yes" +1604769,19,2,5,42,104,171,18,57,123,156,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1219926,0,2,0,5,55,55,0,0,0,0,1,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +1770848,0,2,0,772,1174,1469,0,0,0,0,72,"No",0,0.79,0.75,0,"No","No","No","Yes","No","No" +2908658,8,8,9,4,12,16,1,8,19,21,0,"No",0,0.86,0.67,0,"No","No","No","Yes","No","No" +3052140,2,8,0,0,0,0,0,0,0,2,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1392253,0,2,0,8,12,16,5,6,6,9,0,"No",0,0.53,0.43,0,"Yes","No","No","Yes","No","Yes" +1280455,66,8,0,0,0,0,0,2,4,5,2,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +3121047,5,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1940189,8,8,0,8,14,14,2,10,12,19,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +1192506,282,8,0,200,400,800,129,327,892,966,65,"No",0,1,1,0,"No","No","No","Yes","No","No" +1123243,18,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1327726,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1267200,12,2,3,10,28,44,5,18,27,29,3,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1250866,0,4,0,75,75,75,0,3,3,10,0,"No",0,0.98,0.89,0,"Yes","No","No","Yes","No","Yes" +1520182,114,NA,0,0,0,0,390,1397,3026,4655,477,"No",0,-99,-99,6,"No","No","No","No","No","Yes" +2100499,11,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3068488,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +1504937,1,9,0,1,3,4,1,1,2,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3187384,11,0,0,0,0,0,1,1,2,2,0,"No",0,0,0,0,"No","No","No","No","No","No" +1215140,2481,8,0,0,0,0,17,17,17,17,2,"No",0,0,0.34,0,"No","No","No","Yes","No","No" +1379425,0,2,0,160,180,220,157,158,161,161,87,"No",0,0.1,0.05,0,"Yes","No","No","Yes","No","Yes" +1270752,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.55,0.51,0,"No","No","No","Yes","No","No" +2163140,0,8,0,3,6,9,2,4,6,8,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +1689015,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1983332,3079,NA,0,0,0,0,31,108,200,311,312,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2030144,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1326359,135,16,48,168,312,480,62,168,341,506,146,"No",24,0.61,0.62,0,"No","No","No","Yes","No","No" +1530842,304,8,228,136,136,136,63,185,422,652,59,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1330063,1,12,0,10,10,10,0,6,6,6,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","Yes" +2123112,238,2,146,545,1025,1565,112,449,805,1127,124,"No",15,0.1,0.2,0,"No","No","No","Yes","No","No" +1873383,0,8,0,3,3,4,0,1,1,3,1,"No",0,0.68,0.69,0,"No","No","No","Yes","No","Yes" +1264044,5,9,0,0,1,2,1,2,5,7,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","Yes" +1159758,9,52,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2248764,321,8,74,660,660,1320,76,302,570,713,239,"No",0,0.78,0.66,0,"No","No","No","Yes","No","No" +1763465,19,8,0,0,0,0,1,1,7,10,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1757497,1,8,0,6,6,12,2,4,5,6,0,"No",0,0.91,0.89,0,"No","No","No","Yes","No","Yes" +1507064,1,8,0,8,12,16,3,6,8,12,2,"No",0,0.81,0.85,0,"No","No","No","Yes","No","Yes" +1190826,25,8,0,6,30,50,4,13,30,50,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3015849,44,52,0,0,0,0,0,6,11,21,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1734424,1,9,0,2,3,5,1,3,3,6,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +3228830,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1441309,0,2,0,30,30,30,1,1,1,1,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +2075220,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1821017,11,2,0,0,0,0,5,9,17,25,1,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +2257032,10,4,0,0,0,2,0,2,4,2352,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1374400,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +2004606,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"Yes","No","No","Yes","No","No" +1928083,0,8,0,12,12,24,1,4,11,15,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +3249417,42,8,8,40,90,120,10,39,81,126,44,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3212620,33,8,0,0,0,0,0,2,3,3,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +2210786,0,8,40,329,329,329,0,0,0,0,0,"No",0,0.47,0.31,0,"No","No","No","Yes","No","Yes" +3133404,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1844346,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2076894,4,8,0,8,16,24,3,10,17,23,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1981592,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1930447,12,8,0,404,404,760,93,227,343,502,22,"No",50,0.83,0.85,0,"No","No","No","Yes","No","Yes" +1120303,9,8,0,40,60,100,18,36,58,102,8,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1727178,3,8,0,5,9,13,1,3,11,16,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2982221,1,2,0,1,1,2,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1227466,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1274243,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2119976,1,2,0,3,3,6,0,2,2,4,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +1570696,63,8,8,71,139,218,21,68,160,233,21,"No",0,0.45,0.45,0,"No","No","No","Yes","No","No" +1438070,4970,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1591969,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2982656,0,12,0,11,12,13,0,0,0,2,2,"No",0,0,0.01,9,"Yes","No","No","Yes","No","No" +2967216,190,2,0,0,0,0,0,1,2,8,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2063524,-2,8,0,3456,3456,3456,7,27,70,92,5,"No",0,1,0.95,2,"No","No","Yes","Yes","No","Yes" +1867301,11,3,43,57,142,209,36,115,209,344,39,"No",0,0.88,0.91,0,"No","No","No","Yes","No","Yes" +2226127,1,8,0,0,0,0,0,0,2,2,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1207622,2145,8,1087,4272,8576,13120,1480,4864,9813,14833,2908,"No",0,0.95,0.91,0,"No","No","No","Yes","No","No" +2863129,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.21,0.34,0,"No","No","No","Yes","No","No" +2061790,99,2,0,0,0,0,13,526,526,526,0,"No",0,0.69,0.72,0,"Yes","No","No","Yes","No","Yes" +1267803,467,8,32,0,0,1300,68,254,407,513,60,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2096647,294,2,199,448,864,1280,205,639,1087,1499,178,"No",0,1,0.97,6,"No","No","No","Yes","No","No" +2188221,13,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1753247,869,2,0,0,0,0,0,1,2,4,0,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2827816,152,8,10,132,240,372,43,152,326,530,70,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +2046654,15,8,0,8,26,38,2,10,13,36,8,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2286670,29,8,0,0,0,0,0,0,0,0,1,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1147500,4,8,0,0,0,0,8,22,36,55,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1560303,15,8,6,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1948611,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3051901,82,12,0,0,0,0,4,5,8,13,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3280464,1,2,2,23,35,44,8,16,35,47,0,"No",2,0.84,0.82,0,"No","No","No","Yes","No","No" +1943525,7,2,0,0,0,0,1,2,4,4,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","No" +2106175,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1189211,109,12,0,0,0,0,0,0,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3187608,2,8,6,4,4,4,0,1,4,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1117724,30,2,0,0,0,0,0,0,3,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2060517,13,2,50,22,88,154,20,73,125,162,9,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1968460,29,4,1,7,12,12,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1948386,8,52,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","Yes","No","No","No" +2050685,463,8,18,100,400,700,89,292,649,1056,113,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2262388,203,2,0,0,0,0,0,2,4,8,0,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +3006281,9,2,0,10,20,40,7,24,35,44,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2249966,0,4,60,0,0,0,0,0,0,0,1,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1714200,1292,8,0,0,0,0,0,0,0,1,27,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1238502,3,12,0,12,13,18,3,7,11,15,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2111439,45,2,0,0,0,0,1,1,1,2,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1550614,66,NA,0,0,0,0,1,2,5,7,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1627131,49,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2057832,6,8,0,0,0,0,0,1,1,1,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1532130,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1425024,0,2,0,0,128,128,0,0,0,0,13,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +2241907,2,8,0,0,1,2,0,0,1,3,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1986024,1340,8,41,2510,3910,4976,189,566,1136,1828,206,"No",153,0.91,0.95,0,"No","No","No","Yes","No","No" +1802846,0,2,9,0,4,4,0,0,0,0,1,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +1635919,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2967086,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3209006,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1552296,451,8,0,0,0,0,0,0,3,16,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1973508,9,2,0,0,0,0,3,8,14,18,0,"No",0,0.99,0.91,0,"No","No","Yes","Yes","No","No" +1181566,63,8,0,0,0,0,2,5,8,13,0,"No",0,0.48,0.56,0,"Yes","No","Yes","Yes","No","No" +1655559,129,2,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1649488,28,9,0,20,20,20,1,3,12,19,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1775021,1,NA,0,0,0,0,2,4,15,21,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +3175863,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1864717,336,2,10,0,200,400,68,192,368,504,73,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3216365,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1826076,378,12,341,1760,2700,3980,512,1642,2787,4171,296,"No",0,0.78,0.78,44,"No","No","No","Yes","No","Yes" +1562605,261,NA,0,0,0,0,20,69,289,298,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1292208,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.69,0,"No","No","Yes","Yes","No","No" +1119651,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1331307,215,2,0,0,0,0,1,3,3,3,2,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3092063,56,2,0,0,0,0,0,2,2,8,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2045653,27,2,0,0,0,0,0,0,0,3,1,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1209094,2,8,0,0,1,2,0,1,2,2,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +2265931,47,8,0,0,0,0,0,1,1,1,0,"No",0,0.68,0.77,0,"No","No","Yes","Yes","No","No" +1256565,275,9,6,0,0,0,4,17,74,132,63,"No",0,0.98,0.9,0,"No","No","Yes","Yes","No","No" +2270772,13,8,0,0,0,0,2,4,8,9,2,"No",0,0.35,0.55,0,"No","No","Yes","Yes","No","Yes" +2289553,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.27,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1630152,15,2,0,0,0,0,0,0,18,18,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1880849,262,12,0,0,0,0,1,15,37,57,8,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1687793,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","Yes" +1913449,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3181386,110,8,0,0,0,0,7,24,48,65,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2060355,72,2,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +1217782,16,NA,0,0,0,0,0,1,3,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2186254,6361,8,1860,4880,10680,15480,1855,5645,10961,18812,1770,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2310231,11,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.8,0,"No","No","No","Yes","No","No" +1450902,13,9,0,0,0,0,0,0,2,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1584321,0,12,0,7,11,11,2,4,6,8,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +3092666,183,8,193,420,840,1260,180,549,1026,1516,224,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1375334,5,2,0,3,9,12,6,8,12,12,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +1990088,6,8,0,11,25,32,2,11,21,34,7,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1697401,13,8,0,0,0,0,1,2,4,6,3,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +3003779,4,2,0,0,0,0,0,0,0,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1969219,183,9,0,84,216,324,44,153,293,436,37,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2081954,209,15,4,576,576,1152,156,428,953,1278,86,"No",0,0.06,0.08,0,"No","No","No","Yes","No","No" +1278287,-1,8,0,2,2,2,1,2,2,2,0,"No",0,0.96,0.96,1,"No","No","No","Yes","No","Yes" +1798678,15,2,0,56,84,112,24,57,96,110,0,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","Yes" +3009480,5,10,0,0,5,5,0,1,4,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2302008,34,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +3262670,646,8,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1229484,57,8,0,0,0,0,1,5,11,36,20,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1487113,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2855028,23,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1372105,14,8,0,0,8,20,2,15,25,38,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2069196,95,2,6,89,164,235,35,129,204,275,36,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1546754,84,2,52,167,342,499,69,245,459,642,48,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +1585455,1,8,0,4,7,11,2,4,8,10,0,"No",0,0.73,0.73,0,"No","No","No","Yes","No","Yes" +1856377,773,8,163,592,784,1024,120,413,838,1388,807,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2125791,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1434420,141,8,0,0,0,0,2,7,21,44,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2866057,40,2,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.86,0,"Yes","No","No","Yes","No","No" +1826157,23,8,0,93,135,192,37,108,166,209,23,"No",29,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1703740,17,12,0,0,0,0,0,5,7,11,4,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" 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+2182399,12,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1501003,2,4,0,18,26,34,0,1,9,11,0,"No",1,0.63,0.72,0,"No","No","No","Yes","No","No" +3076580,7,8,0,2,8,20,0,5,9,27,1,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3007152,15,9,0,0,0,0,0,1,5,5,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1203232,92,2,0,50,150,200,42,117,215,311,32,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1828564,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3150094,9,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1871961,3,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2935794,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1165386,15,8,0,0,0,0,0,0,5,9,0,"No",0,0.93,0.8,0,"No","No","No","Yes","No","No" +2135085,170,8,0,0,144,144,15,65,156,250,31,"No",0,0.52,0.52,0,"No","No","No","Yes","No","No" +1153781,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1412907,2,2,4,4,12,16,0,4,5,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1301748,13,NA,0,0,0,0,4,17,36,53,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1377648,0,9,0,8,8,8,0,1,5,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2963690,339,3,38,600,1320,1860,176,571,1345,2107,175,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1741473,0,8,0,3,4,6,2,3,4,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2018403,5,14,0,80,80,120,8,34,75,112,14,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1921904,2,8,0,6,6,6,0,1,3,5,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","No" +1348047,43,15,0,0,0,0,6,8,10,12,1,"No",0,0.89,0.88,0,"Yes","No","No","Yes","No","No" +1612522,585,8,0,305,750,930,95,336,753,1208,207,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3133997,2,8,0,0,0,1,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2241352,4,8,0,12,28,36,0,6,11,17,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2201651,3,2,0,0,0,0,3,3,3,3,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1595593,3,8,1,4,4,5,1,4,8,11,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +2941152,145,12,14,12,12,12,16,29,67,119,21,"No",0,0.04,0.07,0,"No","No","No","Yes","No","No" +1451298,40,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2041210,23,8,0,36,63,99,8,27,59,90,14,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1826317,35,8,0,0,0,0,1,13,32,49,2,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2201039,9,4,0,0,0,0,1,3,5,5,1,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +1317292,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +1388784,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1495140,91,8,0,17,57,117,20,65,165,185,26,"No",0,0.04,0.04,0,"No","No","No","Yes","No","No" +2015563,4,8,0,6,11,16,3,15,23,29,2,"No",0,0.57,0.74,0,"No","No","No","Yes","No","Yes" +1125646,8,4,1,0,4,4,2,5,8,10,3,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2806373,2,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2128340,0,2,0,6,8,8,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","Yes" +2171357,11,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2142212,41,8,2,21,42,56,3,20,41,74,19,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1889930,1260,8,4,0,0,0,31,115,205,301,47,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1838547,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2849765,3,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3185791,20,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1707658,79,2,19,85,185,298,40,104,228,313,39,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1429199,34,16,0,0,0,0,4,13,24,44,3,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1462515,1,9,0,19,31,47,4,13,33,39,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1127432,24,8,0,40,120,200,48,166,301,366,67,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1415376,5,9,5,0,0,0,0,2,7,9,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1415408,0,4,0,7,8,8,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1621923,3,12,0,12,16,24,5,10,20,25,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2896463,638,8,0,72,270,378,22,86,565,803,53,"No",0,0.87,0.62,0,"No","No","No","Yes","No","No" +2309395,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2894121,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1721256,11,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1866594,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1906435,165,8,0,0,0,0,0,21,70,94,4,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1552307,0,9,0,15,27,39,3,12,18,24,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","Yes" +2946884,89,8,0,0,0,0,1,17,46,84,2,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3247032,4,4,0,0,0,0,0,0,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3130427,2,9,0,8,17,23,1,4,14,24,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2122335,52,2,7,41,82,123,23,52,85,133,24,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3012606,16,8,0,0,0,1,0,0,7,14,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2223646,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1299347,404,8,112,1568,3584,4816,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1271924,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2270710,516,4,42,450,1250,1625,263,959,2014,3225,299,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2095796,8,12,0,0,0,0,0,0,0,2,0,"No",0,0.46,0.38,0,"No","No","No","Yes","No","No" +1201458,2898,8,52,0,0,0,85,285,621,1035,476,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +1970020,46,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1379191,186,8,110,689,1229,1761,202,602,1225,1794,239,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2878001,1,14,8,16,24,36,2,15,37,48,8,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +1178633,124,2,89,200,400,625,87,264,490,733,69,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1111681,126,9,0,0,0,0,4,12,21,32,6,"No",0,0.91,0.74,0,"No","No","Yes","Yes","No","No" +1631765,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.74,0,"No","No","No","Yes","No","No" +1525904,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +1115564,3,14,0,6,18,24,3,9,12,18,1,"No",0,0.99,0.82,0,"No","No","No","Yes","No","Yes" +1712622,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1617535,28,2,15,75,135,181,24,66,112,148,26,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1473609,33,4,0,0,0,0,4,8,19,33,2,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2232583,33,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1161913,10,8,0,40,61,89,16,47,73,107,0,"No",0,0.67,0.61,0,"No","No","No","Yes","No","Yes" +1938512,8,13,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1397695,30,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1787739,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1858545,2,9,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1892160,6,NA,0,0,0,0,3,3,6,6,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1166545,132,8,2,0,0,0,9,26,48,64,30,"No",0,1,1,0,"No","No","No","Yes","No","No" +2817601,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1168784,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2953524,3128,2,0,0,0,0,3,10,28,38,16,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1256632,54,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1297822,5,12,0,0,0,0,1,1,1,2,0,"No",0,0.05,0.24,0,"No","No","No","Yes","No","No" +3014051,3,9,0,0,0,1,1,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2289423,6,2,0,0,0,0,1,4,4,4,0,"No",0,0.96,0.86,0,"Yes","No","No","Yes","No","No" +1318229,11,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1503935,90,2,0,0,15,20,10,15,42,144,23,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2091028,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1427131,7,14,0,0,0,0,0,0,0,1,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1338320,0,12,0,3,3,4,0,2,2,3,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2233371,45,4,45,57,97,145,39,94,160,243,18,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" 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+3141903,35,2,0,0,0,0,0,1,6,10,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1190626,62,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.78,0,"No","No","No","Yes","No","No" +2200856,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1832707,213,2,0,0,0,0,0,2,2,2,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1184706,21,2,0,0,0,0,3,5,11,15,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1545655,0,8,0,20,29,38,4,12,20,26,3,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +1945398,9,9,0,30,54,78,3,20,34,46,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1515778,7,8,0,13,23,33,2,7,15,32,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1113670,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1389932,2,9,1,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2123784,350,9,0,0,0,0,1,2,3,4,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2865733,9,52,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1170133,52,NA,0,0,0,0,11,25,52,71,27,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2839781,0,NA,0,0,36,48,0,0,2,2,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2191586,0,2,65,0,0,0,0,0,0,0,0,"No",0,0.5,0.5,0,"Yes","No","No","Yes","No","No" +2177367,112,8,20,80,160,280,29,124,224,338,36,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1829315,39,8,0,0,15,30,9,22,44,73,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2050649,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2160707,53,8,0,0,0,3,2,10,19,26,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1507840,1349,12,1224,5936,10336,15136,1678,6418,10382,14888,2233,"No",0,1,0.99,193,"No","No","No","Yes","No","No" +1521998,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1828870,0,12,0,7,8,9,1,4,6,8,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +2058952,6,2,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","No" +1718019,0,2,0,8,8,8,0,2,3,3,1,"No",0,0.85,0.83,1,"No","No","No","Yes","No","Yes" +3205746,10,14,0,0,0,2,2,4,7,11,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1536030,0,8,0,1,1,1,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2998846,303,NA,0,0,0,0,0,0,0,6,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1127864,6,8,0,7,7,7,2,4,7,13,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +3083654,41,12,0,0,90,90,5,12,43,59,13,"No",0,0.74,0.88,0,"No","No","No","Yes","No","No" +1143737,5,8,0,0,0,0,0,2,2,2,0,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2314555,69,8,1,33,68,103,6,28,68,124,61,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1992186,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2012766,1119,NA,212,0,0,0,647,2081,4067,7614,699,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1730711,7,12,0,0,1,3,1,2,2,2,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2148763,5280,8,6,0,0,0,29,134,236,365,103,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1876529,8,3,0,72,126,180,40,91,134,182,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","Yes" +2270321,12,2,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1930004,0,8,0,11,19,28,1,11,17,31,5,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1807762,70,12,0,0,0,0,0,0,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1999471,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2205223,0,12,0,5,5,6,0,3,5,5,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","Yes" +2295782,42,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1343654,0,8,7,12,12,12,0,0,0,0,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","Yes" +1936216,2,2,0,3,6,7,0,0,0,0,0,"No",0,0.84,0.89,0,"Yes","No","Yes","Yes","No","No" +1677488,2,12,0,0,1,1,1,1,1,2,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1795723,19,12,0,0,24,36,6,15,27,43,0,"No",0,0.87,0.67,0,"No","No","No","Yes","No","No" +2037454,18,8,0,0,0,0,2,6,14,25,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1413620,5,8,0,1,5,7,0,7,10,10,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2058083,1,8,0,8,12,16,3,7,12,19,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3039874,7,8,0,0,0,0,1,2,2,2,0,"No",0,0.37,0.68,0,"No","No","No","Yes","No","No" +1215984,37,9,13,5,27,38,14,30,68,95,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2253794,22,8,0,0,0,0,0,2,2,6,3,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1970866,78,2,0,0,0,0,5,13,23,24,4,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +3125025,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2971053,14,8,0,0,0,0,0,0,1,1,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1149879,27,8,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1963820,122,8,111,312,588,816,107,290,574,798,85,"No",0,0.98,0.97,1,"No","No","No","Yes","No","No" +1362193,1,4,0,0,0,1,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2156579,0,2,0,20,20,20,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","Yes" +1937777,14,2,40,40,80,120,4,33,71,123,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1451302,6044,2,2902,12978,26082,38388,3002,9983,25861,39946,1855,"No",0,0.42,0.53,0,"No","No","Yes","Yes","No","No" +1515119,33,8,0,0,0,0,0,0,0,3,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2914105,91,2,3,345,615,885,89,301,628,887,16,"No",0,0.94,0.86,0,"No","No","Yes","Yes","No","No" +2266036,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3035743,21,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1412179,4,8,0,20,20,40,1,6,9,18,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +3118263,0,4,1,1,2,2,1,2,3,3,0,"No",0,0.96,0.89,0,"No","No","No","Yes","No","No" +1899604,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.88,0,"No","No","No","Yes","No","No" +1581301,1,8,0,2,4,6,3,4,5,7,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +3068053,2,2,0,2,6,10,2,4,12,22,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +3047119,0,8,0,14,28,46,3,15,26,33,3,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +2992290,35,12,0,0,13,13,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1445588,6,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +1601733,19,4,0,5,14,18,9,41,88,115,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2184240,91,4,0,0,32,64,38,94,166,236,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2249584,8,2,0,0,0,0,0,0,0,1,0,"No",0,0.54,0.56,0,"Yes","No","Yes","Yes","No","No" +1320811,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","Yes","Yes","No","Yes" +1635348,0,8,0,65,98,131,9,31,70,96,37,"No",0,0.29,0.34,2,"No","No","No","Yes","No","Yes" +1998380,7,2,0,6,32,40,6,36,60,79,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +1503636,19,2,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.86,0,"Yes","No","Yes","Yes","No","No" +1136024,367,4,0,240,360,360,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2266550,44,4,0,0,0,0,0,0,0,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2221429,6,2,0,0,16,16,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2249726,65,52,3,2,2,2,6,27,68,92,20,"No",0,0.87,0.89,0,"Yes","No","No","No","No","No" +1246190,1,8,0,12,24,36,2,9,17,26,1,"No",12,0.39,0.39,0,"No","No","No","Yes","No","Yes" +1491666,42,2,5,15,55,95,10,28,52,62,6,"No",0,0.91,0.96,0,"Yes","No","No","Yes","No","No" +1454213,0,8,0,13,23,28,8,17,28,43,0,"No",0,0.61,0.57,0,"No","No","No","Yes","No","Yes" +1280445,10,2,0,0,0,0,0,0,0,2,1,"No",0,0.8,0.68,0,"Yes","No","No","Yes","No","No" +1171929,118,8,0,0,0,0,9,34,66,115,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3262187,4,2,0,0,0,0,1,7,10,13,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1408815,1,12,0,18,18,18,0,2,8,15,0,"No",12,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1685607,-6,NA,0,12,15,17,5,19,20,30,1,"No",0,-99,-99,6,"No","No","No","Yes","No","No" +2176610,3,8,0,15,22,29,3,12,17,32,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +1400508,0,2,0,700,700,700,0,0,0,0,0,"No",0,0.58,0.58,0,"No","No","No","Yes","No","Yes" +2044426,164,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3157518,24,8,0,0,0,0,2,7,8,12,8,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1116459,501,8,289,500,1000,1500,217,652,1208,1945,201,"No",0,0.12,0.65,0,"No","No","No","Yes","No","No" +2108127,11,2,0,0,0,0,1,1,1,1,0,"No",0,0.84,0.83,0,"Yes","No","No","Yes","No","No" +1155201,88,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1762684,12,10,0,10,10,10,2,12,23,32,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3177994,76,NA,0,0,0,0,0,0,3,4,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3244647,40,8,5,14,42,56,7,21,56,71,17,"No",0,0.66,0.66,0,"No","No","Yes","Yes","No","No" +1863675,103,2,0,135,297,405,34,120,320,447,41,"No",27,0.93,0.96,0,"No","No","Yes","Yes","No","No" +3246404,2641,8,4170,102,102,102,431,1485,3222,5263,274,"No",0,0.54,0.54,0,"No","No","No","Yes","No","No" +1609982,2,8,0,412,700,1042,41,197,745,1189,61,"No",11,0.28,0.28,0,"No","No","No","Yes","No","Yes" +1841047,2,8,1,10,15,15,1,9,18,26,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1398287,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1488488,178,8,28,105,247,382,73,195,385,636,46,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1763904,98,12,0,0,0,0,0,1,1,1,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1469032,2,3,0,0,10,10,1,1,1,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2849484,4,2,0,2,4,8,2,5,20,23,1,"No",0,0.89,0.81,0,"No","No","No","Yes","No","Yes" +1209934,5,2,7,0,8,20,4,16,35,55,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +3279119,3,8,0,61,61,61,1,8,10,13,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3206758,52,8,0,0,0,0,0,3,6,9,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1230740,5,3,0,0,1,1,0,0,0,0,1,"No",0,0.75,0.63,0,"No","No","No","Yes","No","No" +1785905,14,13,7,20,25,45,4,38,56,78,8,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1413147,28,8,0,0,0,0,0,0,4,6,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1889659,5,8,0,0,0,1,1,2,2,3,1,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +2916267,4,2,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.84,0,"Yes","No","Yes","Yes","No","No" +1179521,31,15,0,0,0,8,7,20,31,82,0,"No",0,0.93,0.91,0,"No","No","No","Yes","No","Yes" +1247659,0,8,0,100,212,276,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +3053977,25,8,0,13,43,67,3,21,39,73,2,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +3259326,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2906139,919,8,744,2600,4800,6600,598,2062,3685,5878,567,"No",0,0.91,0.84,0,"No","No","No","Yes","No","No" +1428727,733,8,552,1936,3630,5040,510,1665,3018,4781,293,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1432192,20,8,0,0,1,1,0,1,1,1,1,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1319013,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"Yes","No","No","Yes","No","No" +2190167,138,8,465,250,250,250,0,1,1,1,28,"No",0,0.99,0.9,0,"No","No","Yes","Yes","No","No" +1406279,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","Yes" +2959944,0,2,5,0,2,2,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1598487,214,8,100,352,643,939,111,364,633,936,120,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +3163208,35,8,0,0,20,40,1,10,32,65,9,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1738909,0,2,0,20,30,30,0,0,0,0,0,"No",0,0.16,0.5,0,"Yes","No","No","Yes","No","Yes" +2942187,50,8,0,0,0,0,1,1,2,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1956948,347,2,45,225,450,825,56,234,524,744,94,"No",0,1,1,0,"No","No","No","Yes","No","No" +2044959,4,8,0,9,15,23,1,10,16,19,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +2962452,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1768373,117,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1836518,10,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2177484,232,20,43,0,0,40,13,52,140,218,30,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2247392,1,12,0,4,6,9,1,4,7,10,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1356727,71,52,0,0,0,0,0,4,6,6,2,"No",0,1,1,0,"Yes","No","No","No","No","No" +1117510,102,2,0,0,0,0,0,0,1,1,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1331455,234,8,0,72,144,168,21,54,117,217,13,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2859385,4,2,0,0,2,3,0,4,6,6,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2134611,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","Yes","Yes","No","No" +2050493,130,12,0,125,125,125,7,36,139,190,31,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1164174,-101,2,0,262,262,262,0,104,104,114,25,"No",60,0,0,101,"Yes","No","No","Yes","No","Yes" +1968530,296,8,0,0,0,0,0,0,0,0,2,"No",0,0.5,0.82,0,"No","No","No","Yes","No","No" +1541202,587,12,0,0,0,0,8,45,93,152,81,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +3121526,38,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1467806,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +1982769,186,8,160,320,620,820,106,286,584,935,147,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1991838,22,2,0,0,0,0,0,0,0,0,0,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2876394,0,12,0,6,6,6,0,0,0,0,0,"No",2,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1572755,4,8,3,11,17,20,6,12,23,29,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +2847846,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +3280953,18,2,0,0,10,20,1,7,15,15,0,"No",0,0.92,0.91,0,"Yes","No","No","Yes","No","No" +1403560,35,0,0,0,0,0,0,0,0,2,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2030351,19,2,0,0,0,0,7,11,14,20,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2887424,287,2,21,276,460,736,109,386,664,962,100,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1267267,6,8,10,50,50,50,16,55,98,131,32,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +3035248,221,2,10,48,144,240,38,113,211,264,42,"No",0,1,1,0,"No","No","No","Yes","No","No" +1313229,0,2,0,5,55,55,0,0,0,0,1,"No",0,0.85,0.94,0,"No","No","No","Yes","No","No" +1491464,6,12,0,0,0,0,0,0,1,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2844687,11,9,0,2,9,9,25,48,64,76,2,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1729624,497,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1387569,88,8,3,111,146,234,22,82,171,258,69,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2082143,314,8,440,128,416,672,78,299,537,826,96,"No",0,0.89,0.82,0,"No","No","Yes","Yes","No","No" +2886344,3632,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1737996,20,8,0,0,0,20,0,5,15,19,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1537715,5,2,0,30,45,60,6,14,30,44,3,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +2094399,5,2,0,0,3,5,2,3,9,19,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1609495,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2073140,4,8,0,0,0,1,0,0,3,5,0,"No",0,0.69,0.83,0,"No","No","No","Yes","No","No" +2270329,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.86,0,"No","No","Yes","Yes","No","No" +1682100,32,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2997938,-3,8,0,30,30,30,5,20,29,40,0,"No",0,0.95,0.91,3,"No","No","No","Yes","No","Yes" +2192407,9,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3005953,41,2,0,0,0,0,0,0,4,4,1,"No",0,0.98,0.9,0,"Yes","No","No","Yes","No","No" +1515457,-66,8,22,870,1455,2075,324,686,881,1426,205,"No",0,1,0.99,144,"No","No","No","Yes","No","Yes" +1347686,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","No" +1682335,7630,4,0,0,0,0,0,0,10,10,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1138932,367,8,0,0,0,250,40,114,272,418,43,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1216897,1226,8,0,0,0,0,1,10,15,26,1,"No",0,0.96,0.89,0,"No","No","Yes","Yes","No","No" +3213173,10,8,4,21,41,61,7,20,38,59,8,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3184535,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2198765,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1633909,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3259727,346,8,12,41,81,163,44,150,605,752,68,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1979358,18,2,0,0,0,0,1,4,6,6,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1374250,1808,8,2,0,0,0,13,41,76,123,33,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1474582,8,2,0,0,0,0,1,1,1,1,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1774135,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1239261,292,4,0,92,230,299,69,171,437,670,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3276498,9,8,0,0,6,12,3,5,15,20,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1319519,18,8,1,16,20,24,11,16,23,45,10,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2313461,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.77,0.85,0,"Yes","No","No","Yes","No","No" +1382289,17674,8,805,7722,17127,24849,3674,12186,27495,43831,2341,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1960913,7,2,0,3,3,3,0,0,0,0,0,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","No" +1587681,136,8,0,0,0,0,0,1,1,1,0,"No",0,0.44,0.69,0,"No","No","No","Yes","No","No" +1573897,13510,4,0,0,0,0,92,194,395,826,195,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2202556,18,2,20,40,80,140,18,44,79,103,5,"No",0,0.64,0.52,0,"Yes","No","No","Yes","No","No" +2187692,98,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1683781,16,8,0,36,36,72,14,23,40,56,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3173691,4824,12,86,5376,5376,5376,913,3406,6501,13089,144,"No",0,0.77,0.77,0,"No","No","No","No","No","No" +1300579,0,8,0,0,0,0,0,0,3,3,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1817229,32,8,0,0,0,0,0,14,26,54,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2013128,3,2,0,0,3,3,0,1,2,6,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1848151,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +3266355,98,8,82,169,343,518,39,186,408,573,32,"No",11,0.78,0.83,0,"No","No","No","Yes","No","No" +2220885,-4,8,2,235,356,506,109,239,458,678,39,"Yes",0,0.18,0.41,19,"No","No","Yes","Yes","No","No" +2820017,1102,2,168,1296,2472,4200,456,1416,2639,3669,401,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3071474,70,14,30,0,30,30,9,27,60,89,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1531551,1,8,4,10,18,20,8,14,27,46,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1720283,3010,8,1335,7150,13650,18200,4081,7625,12108,14319,223,"No",0,1,1,0,"No","No","No","Yes","No","No" +2815753,51,8,0,24,56,106,0,40,81,117,4,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1977988,0,2,0,247,431,622,0,0,0,0,22,"No",0,0.62,0.68,0,"No","No","No","Yes","No","Yes" +1249857,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1762381,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2015746,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +3050118,86,8,12,0,48,96,12,53,103,151,18,"No",0,0.81,0.58,0,"No","No","No","Yes","No","No" +1332817,10,NA,10,0,0,0,1,4,15,23,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2963357,54,8,13,32,42,82,10,31,54,109,18,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +1620584,19,9,0,0,0,0,0,0,0,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1886689,24,8,0,0,0,0,0,0,0,1,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2265840,31,8,0,0,0,8,3,11,24,31,13,"No",0,0.57,0.77,0,"No","No","Yes","Yes","No","No" +1617856,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1981360,14,2,0,20,20,40,3,13,22,31,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2086007,0,4,0,100,100,100,0,22,22,32,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1312735,115,8,7,400,400,400,24,75,145,245,35,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1796546,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.89,0,"No","No","Yes","Yes","No","No" +1958898,135,8,30,150,336,460,36,149,317,473,61,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1137133,100,8,0,0,0,0,0,0,0,2,0,"No",0,0.94,0.98,0,"No","No","No","Yes","No","No" +1142545,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1935976,7,12,0,0,0,0,1,2,6,8,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1718059,5,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1267168,16,4,0,0,0,0,0,0,4,8,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1944809,283,12,0,156,156,156,43,132,324,565,59,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +2168248,13,2,0,0,0,0,3,5,6,8,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1943593,8,8,0,288,288,288,0,131,238,373,17,"No",0,0.47,0.61,0,"No","No","No","Yes","No","Yes" +1898776,8,2,0,0,0,0,1,1,2,2,1,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","No" 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+3170659,0,3,0,15,22,22,0,0,1,1,1,"No",1,0.87,0.79,0,"No","No","No","Yes","No","No" +1515826,31,8,0,0,0,0,1,3,8,9,3,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1196523,4,8,0,34,68,68,22,35,57,72,7,"No",0,0.5,0.16,0,"No","No","No","Yes","No","Yes" +2082274,26,4,0,0,0,0,0,0,0,33,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3020574,0,NA,0,55,55,55,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1523546,3,8,0,0,0,0,0,0,1,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1809784,79,8,0,0,0,0,12,21,35,61,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1710242,39,2,0,0,0,0,1,3,3,3,6,"No",0,0.64,0.64,0,"Yes","No","No","Yes","No","No" +2945486,5,8,0,0,1,3,1,2,8,11,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1643987,36,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1663773,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1420054,10,8,0,24,36,48,16,29,45,83,4,"No",0,0.5,0.35,0,"No","No","No","Yes","No","Yes" +3187255,0,12,0,5,7,9,2,3,6,9,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +1212426,18,10,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","No" +1546729,1318,2,184,1680,3346,5110,503,1662,3369,5043,579,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1509869,-6,8,0,32,50,68,2,17,28,49,5,"No",18,0,0.05,6,"No","No","No","Yes","No","Yes" +1837704,35,4,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1527453,5,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1309118,65,8,0,0,0,0,0,0,15,16,0,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +3051583,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2069159,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2867655,5,8,0,0,0,0,0,0,1,1,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2003471,42,8,0,0,0,0,0,0,1,1,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3111415,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3246722,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1193655,1,8,0,23,23,23,1,1,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1569824,7,9,0,12,34,45,5,13,28,37,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3104510,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1156598,62,2,0,100,200,250,5,16,16,16,48,"No",0,0.84,0.94,0,"Yes","No","No","Yes","No","Yes" +1424877,9,9,0,5,10,15,2,7,12,19,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1802797,42,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1365806,0,12,0,3,3,3,0,2,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3277986,11,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1274167,107,NA,0,0,0,0,0,2,7,9,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1496223,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1428638,0,8,0,30,48,66,9,17,30,42,2,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1532201,175,8,2,60,120,240,23,77,181,277,43,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","No" +2217884,-3,8,0,5,5,9,20,24,27,30,1,"No",0,0.99,0.97,3,"No","No","No","Yes","No","Yes" +1201738,0,2,0,2,2,3,1,2,2,3,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +3233871,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","Yes","Yes","No","No" +2128230,8,8,0,0,0,0,0,2,2,2,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3072603,18,3,0,0,0,0,0,1,2,3,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1431082,4,2,0,5,25,35,7,18,27,43,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1717964,0,2,0,0,0,0,12,25,25,25,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2045187,21,12,0,0,0,0,0,0,1,5,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1910617,56,8,16,30,61,71,12,29,55,90,48,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3189774,76,8,30,20,80,125,22,136,212,312,29,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1246700,3,2,0,2,3,3,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2243183,68,2,0,0,0,0,0,7,14,24,2,"No",0,0.85,0.93,0,"No","No","No","Yes","No","Yes" +3206185,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1389617,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1112994,0,2,0,15,15,15,0,0,0,0,0,"No",0,0.1,0.05,0,"Yes","No","No","Yes","No","Yes" +2934909,77,8,2,24,24,24,12,41,77,133,11,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1805375,0,5,0,14,23,25,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +2950170,2,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1466497,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2956353,33,52,0,0,0,0,0,0,1,2,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1428045,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1380173,1,16,0,0,0,0,0,0,1,1,3,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +3044780,6,8,0,0,0,0,0,0,0,1,1,"No",0,0.99,0.99,0,"No","No","No","No","No","No" +1237281,0,2,0,83,107,107,0,0,0,0,5,"No",0,0.47,0.55,0,"Yes","No","No","Yes","No","Yes" +1719477,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1942996,9,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2314817,37,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1717931,99,4,126,298,515,732,48,176,293,319,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1169076,7,2,0,5,10,15,0,10,12,16,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +1787531,0,8,0,10,14,18,6,12,13,14,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +1315912,4,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1330956,0,NA,0,1,1,1,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1893262,0,2,0,22,32,32,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","Yes" +1800758,52,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","No" +2175427,57,8,44,30,99,172,27,75,138,210,25,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +1510037,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1503897,100,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2125463,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.82,0,"No","No","No","Yes","No","No" +3098215,17939,8,134,974,1932,2886,2,14,67,165,25,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +2170776,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.95,0,"Yes","No","Yes","Yes","No","No" +1263751,1,2,8,40,88,136,14,41,75,98,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1760808,17,4,0,0,0,0,0,0,1,2,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1577210,78,2,79,7,62,172,31,115,194,250,34,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1599809,918,4,794,64,64,64,159,435,1134,2073,18,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2263673,47,2,0,0,0,0,0,1,1,1,0,"No",0,1,0.91,0,"Yes","No","No","Yes","No","No" +1822700,4,8,0,50,75,100,3,25,39,49,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3057468,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3075305,190,8,0,0,0,0,3,25,40,59,6,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1845622,755,8,436,1000,2200,3600,403,1275,2393,3394,334,"No",0,0.89,0.95,0,"No","No","Yes","Yes","No","No" +1276975,1,12,0,0,0,0,1,4,4,8,1,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1211952,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2007487,5,8,0,0,0,0,0,1,1,2,0,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1277393,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1499120,5,8,0,100,162,226,21,63,124,178,18,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +3240545,0,2,0,3,3,3,0,9,9,9,0,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","Yes" +2192250,15,8,1,944,1492,2024,141,398,600,761,165,"No",0,0.1,0.1,0,"Yes","No","Yes","Yes","No","Yes" +3085556,4,9,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1476418,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2925636,18,2,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1767896,3,12,0,0,0,0,1,1,1,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1522116,0,8,0,5,7,11,6,8,11,12,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +3087967,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1733026,74,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1606986,17,2,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.9,0,"Yes","No","No","Yes","No","No" +1725624,7,8,0,7,7,14,4,7,16,17,2,"No",0,0.74,0.84,0,"No","No","No","Yes","No","Yes" +1640789,0,NA,5,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1281936,0,2,0,20,20,20,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1121663,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.6,0.43,0,"Yes","No","No","Yes","No","No" +2996222,5,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1157998,1,9,0,1,2,4,2,4,8,11,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1435051,2,2,0,10,10,10,3,9,19,34,2,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +3124731,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.34,0.65,0,"No","No","No","Yes","No","No" +3133283,19,2,12,48,96,152,19,63,111,164,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2288311,9,9,1,0,6,18,1,8,19,29,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1829750,298,8,24,177,202,227,106,114,142,174,17,"No",10,0,0.04,0,"No","No","No","Yes","No","Yes" +1479524,73,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2061407,3,4,0,2,4,5,1,3,6,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2314826,71,8,8,36,78,127,11,46,101,162,32,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1526648,3,8,0,0,0,0,1,2,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1253341,-1,12,0,99,152,219,26,78,135,184,20,"No",0,0.82,0.79,1,"No","No","No","Yes","No","Yes" +2883364,981,8,0,0,0,0,0,1,3,5,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2102658,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +3254232,8,2,0,0,0,12,0,2,4,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1426659,88,4,17,22,44,66,14,37,83,119,18,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3081731,2,9,0,0,0,0,0,0,0,0,3,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1882966,0,2,0,5,5,6,0,4,6,10,0,"No",4,0.28,0.28,0,"No","No","No","Yes","No","Yes" +1232931,4,2,0,4,12,28,1,7,12,16,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2105687,78,8,2,42,98,140,18,54,116,175,27,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1641872,0,8,0,13,20,27,5,10,18,24,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1938586,522,NA,0,0,0,0,0,1,3,15,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2105760,15,8,0,0,0,0,1,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3087668,289,4,339,484,911,1319,172,532,899,1219,96,"No",42,0.73,0.78,0,"No","No","No","Yes","No","No" +3147044,2,8,0,9,9,15,3,11,13,19,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +3079387,1249,12,269,551,1615,2597,330,1084,2212,3618,227,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2957849,7,12,0,0,0,2,0,2,5,8,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2861706,399,8,3,0,0,0,14,52,85,141,33,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2922908,3,2,1,1,1,1,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","Yes","Yes","No","No" +3201693,199,NA,0,0,0,0,2,3,4,8,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2829133,4,9,4,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1458219,0,2,0,5,7,8,0,0,0,4,1,"No",5,0.78,0.89,0,"Yes","No","No","Yes","No","Yes" +1743067,75,8,0,0,0,0,4,11,18,28,1,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" +2054123,29,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3113188,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1677685,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1953555,20,4,0,40,70,80,12,48,69,77,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2243178,8,8,0,6,6,12,2,8,18,29,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1411173,173,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2975234,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1660760,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +1586462,8,8,1,21,33,45,3,13,26,40,5,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +3019546,234,8,3,0,0,400,25,99,165,225,49,"No",0,1,1,0,"No","No","No","Yes","No","No" +2286685,42,8,0,0,0,0,0,1,4,18,2,"No",0,0.71,0.51,0,"No","No","No","Yes","No","No" +2817007,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +2064847,1,8,0,0,0,0,0,1,4,4,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1123707,0,NA,0,138,184,184,0,0,0,0,19,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1847349,14,9,0,0,0,0,2,2,3,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1576410,125,8,0,400,850,1300,123,438,974,1268,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +3170850,4,8,0,12,12,12,3,8,12,17,0,"No",0,-99,0.33,0,"No","No","Yes","Yes","No","No" +3052766,64,4,0,0,0,0,10,10,11,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1420724,0,2,0,75,75,75,0,1,6,6,11,"No",0,0.37,0.4,0,"No","No","No","Yes","No","Yes" +2105411,0,NA,0,7,11,13,7,9,10,12,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2160750,5,9,0,42,66,114,5,27,57,81,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3023539,4,8,0,0,2,4,0,1,3,5,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2042328,0,2,23,4,6,6,0,0,0,0,0,"No",0,0.85,0.59,0,"Yes","No","No","Yes","No","No" +3000472,6,2,0,0,5,10,2,5,9,19,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1147481,0,12,0,7,9,13,0,3,6,8,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2138068,16,2,0,0,0,0,1,3,3,3,0,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +3227359,743,9,0,0,0,0,3,13,42,56,4,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1155701,11,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1768586,5,2,0,0,0,0,0,1,1,1,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1772832,3,9,2,4,7,9,1,2,7,7,0,"No",3,0.86,0.84,0,"No","No","No","Yes","No","No" +1985906,2810,8,0,0,0,0,10,10,30,50,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1167619,0,8,0,58,58,58,0,1,1,1,0,"No",0,0.77,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1848505,23,0,0,36,84,137,23,67,93,112,24,"No",0,0,0,0,"No","No","No","No","No","Yes" +1731119,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2901999,90,8,0,0,0,0,4,6,8,11,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2024125,47,8,0,0,0,0,0,3,5,14,2,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +2959170,6,12,0,19,26,40,0,10,19,36,23,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1938766,130,2,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.59,0,"Yes","No","No","Yes","No","No" +1442863,125,2,0,110,275,385,32,126,284,376,25,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1905239,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1608539,4,2,0,0,25,25,1,3,5,7,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1625608,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1999326,3,8,0,0,0,0,0,1,3,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1793046,248,2,6,10,78,166,36,117,200,230,42,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2828495,479,2,376,1120,2104,3184,378,1018,1876,2688,316,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1208692,95,12,0,29,87,116,12,45,194,290,68,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1898942,39,8,0,0,0,0,0,1,8,12,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1977636,285,4,23,656,1072,1144,52,199,423,622,67,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1922839,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1288879,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1472017,122,2,178,204,384,528,90,229,424,622,88,"No",0,0.47,0.51,0,"No","No","Yes","Yes","No","No" +1931386,3,8,0,9,13,17,4,8,15,26,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2991785,10,2,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3258576,34,8,7,21,35,35,12,25,65,116,13,"No",0,-99,0.93,0,"No","No","No","Yes","No","No" +3116864,2,2,40,20,60,80,12,35,45,60,0,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +2210346,83,8,42,84,210,294,48,114,228,352,47,"No",0,0.62,0.52,0,"No","No","No","Yes","No","No" +1978982,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3244890,7,8,0,0,0,0,0,0,0,2,1,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1776941,226,8,0,3000,3000,3000,303,858,1332,2023,160,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2948607,21,9,0,0,0,0,3,11,17,30,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2979849,16,NA,0,0,0,0,0,0,4,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1394067,1,9,10,15,35,50,8,13,20,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2834841,1,8,1,4,5,6,2,2,9,14,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2960613,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +3004733,1,12,0,13,18,28,8,11,14,21,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1308236,1,8,0,7,7,9,7,9,11,14,2,"No",0,0.73,0.82,0,"No","No","No","Yes","No","Yes" +1474394,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2307261,2,8,0,0,0,1,0,0,1,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2846227,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1472847,3,8,0,0,1,2,0,1,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2006920,2,12,8,11,19,27,2,10,23,37,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2006057,32,2,0,12,36,66,5,23,33,38,0,"No",0,0.97,0.94,0,"Yes","No","Yes","Yes","No","No" +1524467,24,4,15,0,10,20,2,9,16,19,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1409106,18,2,0,0,0,0,0,3,6,7,0,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +2284438,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1844922,4,8,0,3,3,3,2,2,5,8,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +2907352,0,8,0,75,99,131,11,38,91,150,19,"No",0,0,0.1,2,"No","No","No","Yes","No","Yes" +1682757,20,NA,0,1000,1000,1200,5,7,8,15,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +2066677,2,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2915151,1,12,0,4,7,11,1,4,6,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +1417533,6,12,0,11,11,15,6,13,18,30,0,"No",0,0.08,0.12,0,"No","No","No","Yes","No","Yes" +1696834,9,2,0,0,0,0,1,2,4,4,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1347860,35,2,0,0,0,0,1,1,1,1,0,"No",0,0.69,0.81,0,"No","No","No","Yes","No","No" +3034882,66,8,2,24,54,84,7,26,58,91,19,"No",0,0.66,0.71,0,"No","No","No","Yes","No","No" +1224318,229,12,0,0,0,0,1,1,4,4,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1790948,57,8,5,792,1344,2100,271,891,1417,1806,195,"No",60,0.31,0.18,0,"No","No","No","Yes","No","Yes" +2862943,449,8,0,0,0,0,0,0,0,0,3,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +2101476,53,12,1,0,30,30,3,9,38,74,9,"No",0,0.78,0.81,0,"No","No","No","Yes","No","No" +2026725,593,2,283,1060,2380,3870,568,1643,2858,3634,363,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1866085,37,8,0,0,18,36,5,17,32,51,5,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +2930070,50,8,1,168,168,168,5,17,49,78,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2025312,2,2,0,14,28,44,4,13,24,24,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2157662,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +3004045,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +1613748,36,13,25,65,130,190,14,51,97,158,196,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1671702,36,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2160131,48,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2024963,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3135204,1,12,0,1,1,2,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3134404,1,4,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3005030,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.25,0,"Yes","No","Yes","Yes","No","No" +1728676,3,8,2,0,0,2,0,0,4,5,0,"No",0,0.9,0.83,0,"No","No","No","Yes","No","No" +2816909,20,NA,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1281139,0,8,0,24,40,56,4,16,25,32,4,"No",0,0.74,0.38,0,"No","No","No","Yes","No","Yes" +3275268,43,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2829166,169,9,1,209,314,496,87,254,327,726,109,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1812534,1,4,7,26,41,47,11,31,48,61,0,"No",4,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1693984,687,8,0,0,146,219,48,203,409,709,107,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1759925,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1487704,189,8,279,7419,7419,8503,734,2561,5692,9536,947,"No",600,0.5,0.53,45,"No","No","No","Yes","No","Yes" +2205076,86,9,0,0,0,0,0,5,9,14,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1501409,5,12,0,50,50,50,5,24,39,55,6,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1733045,372,2,1,0,0,0,1,1,1,1,15,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1727333,20,8,0,0,50,50,7,16,26,31,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1691444,1,8,0,3,3,3,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1983639,4,2,0,10,10,10,0,0,0,0,1,"No",0,0.86,0.9,0,"Yes","No","No","Yes","No","No" +3209877,40,12,0,56,88,120,6,41,77,126,14,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +2143791,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2305626,28,12,0,0,0,0,1,1,6,9,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1690533,8,8,0,8,16,32,1,9,19,30,6,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +2006682,0,12,0,18,28,40,8,17,24,51,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1639810,153,8,1,32,176,312,6,37,290,407,29,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2218073,400,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.55,0,"Yes","No","No","Yes","No","No" +1586973,199,8,1,0,0,0,4,22,50,82,18,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1913476,7,9,0,0,0,0,0,2,4,5,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1216721,2,9,0,0,1,2,0,1,2,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1886502,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3268168,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +1254815,15,8,0,10,10,20,3,7,14,24,2,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +3202454,602,12,0,243,243,243,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1435261,1,2,0,2,3,4,0,0,2,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +3149749,3,8,0,2,4,5,1,2,4,9,0,"No",0,0.76,0.71,0,"No","No","No","Yes","No","No" +2109315,6,2,0,4,8,12,0,2,4,9,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1222636,193,8,5,150,150,300,31,85,201,301,55,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2279434,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1824427,2,3,0,3,5,8,2,4,8,10,4,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1940213,19,52,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1781082,18,12,0,0,0,0,1,1,1,1,3,"No",0,0.93,0.96,0,"Yes","No","Yes","Yes","No","No" +2870217,27,2,0,0,200,200,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1553790,1,12,0,7,7,7,0,0,6,8,0,"No",3,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1284080,6,8,0,48,72,96,10,25,58,87,0,"No",0,0.84,0.91,0,"No","No","No","Yes","No","Yes" +3106015,10,8,0,0,0,0,0,1,4,8,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1425462,93,8,0,0,0,0,0,0,0,0,11,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1830545,21,8,0,48,72,120,25,53,84,120,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2827929,-114,8,172,646,646,646,186,381,557,617,5,"No",0,0.98,0.97,114,"No","No","No","Yes","No","No" +3027393,5,8,7,248,432,632,85,303,544,675,54,"No",0,0.97,0.98,16,"No","No","No","Yes","No","Yes" +3094701,25,8,0,0,0,0,1,2,3,3,0,"No",0,0.18,0.38,0,"Yes","No","Yes","Yes","No","No" +1259694,9,8,0,0,0,0,0,0,3,6,2,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2909963,158,8,62,207,433,717,61,230,430,589,79,"No",0,0.46,0.65,0,"No","No","No","Yes","No","No" +1339374,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.5,0,"Yes","No","No","Yes","No","Yes" +2270695,118,8,7,43,144,228,22,86,174,311,32,"No",0,0.99,0.84,0,"No","No","No","Yes","No","No" +1676420,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2896306,588,4,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2064704,8,17,0,0,0,0,0,0,1,1,3,"No",0,0.05,0.41,0,"No","No","Yes","Yes","No","No" +1180289,6,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2834749,2,8,0,0,1,2,0,2,2,2,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1569680,83,2,65,174,294,384,111,222,282,334,107,"No",0,0.1,0.05,0,"Yes","No","Yes","Yes","No","Yes" +1931257,672,8,239,500,500,1000,147,587,1058,1509,172,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1369127,7,8,0,0,2,4,0,1,3,12,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1234072,5188,8,26,0,0,0,74,265,2185,3079,158,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1159931,190,12,0,0,0,0,5,5,16,22,10,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +3112218,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1761747,7,12,0,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2315059,3,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1601942,307,8,0,300,500,700,95,285,582,855,82,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1598257,25,8,0,0,0,0,0,3,7,18,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1462442,110,8,10,75,147,255,25,105,206,318,25,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1353512,1,8,0,2,4,6,1,2,4,4,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1439085,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3281764,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1652489,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1749410,23,12,0,216,312,432,37,121,229,333,31,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1303525,10,9,0,0,0,0,0,0,4,5,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1942093,79,8,17,27,59,99,11,49,96,142,40,"No",0,0.75,0.86,0,"No","No","Yes","Yes","No","No" +3121389,47,2,90,60,120,180,35,324,324,324,14,"No",0,0.59,0.73,0,"No","No","No","Yes","No","No" +2963962,8018,13,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1905121,11,16,0,0,0,0,0,0,0,0,2,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1159404,2,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1662469,65,8,0,0,0,0,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2004363,0,8,0,5,8,10,2,4,8,10,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +3025181,24,8,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3142683,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.1,0,"No","No","Yes","Yes","No","No" +1422539,0,12,0,5,8,9,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1409993,922,14,0,0,0,0,20,62,134,201,30,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1150780,23,8,0,0,0,0,2,6,11,24,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2826034,3,8,1,11,18,29,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1447202,2,2,0,0,0,0,2,2,2,2,0,"No",0,0.44,0.41,0,"No","No","No","Yes","No","Yes" +1839415,293,8,138,264,408,480,386,1094,2601,4000,92,"No",0,0.74,0.5,0,"No","No","No","Yes","No","No" +2994239,48,8,15,27,71,115,11,42,81,125,32,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1931166,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1396498,1000,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1585160,592,8,0,0,184,368,34,414,660,1083,179,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2957532,0,2,0,202,202,202,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +1513820,114,8,39,130,260,325,43,108,217,349,33,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2952653,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1616460,1,2,0,20,20,20,2,3,3,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1329139,1,9,0,0,0,0,1,1,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1848727,137,8,0,0,155,155,15,67,133,207,8,"No",0,0.58,0.6,0,"No","No","Yes","Yes","No","No" +1902301,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2804110,16,2,0,0,75,75,5,10,29,32,1,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1127857,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.93,0,"Yes","No","No","Yes","No","No" +1252665,125,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2060846,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1857293,152,8,0,0,0,0,7,24,56,95,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2089643,3,9,0,0,0,0,8,18,41,77,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2104707,23,8,0,0,10,20,0,10,25,32,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1207280,2,9,0,1,3,4,3,5,6,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1481672,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2960107,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2999417,18,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1116026,31,3,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","No" +1457861,11,2,0,0,0,0,1,2,2,3,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +1904233,555,35,5,0,0,0,12,31,51,93,13,"No",0,0.71,0.71,0,"Yes","No","No","Yes","No","No" +2882390,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1433799,11,8,0,0,0,0,0,0,2,2,2,"No",0,0.43,0.7,0,"No","No","No","Yes","No","No" +2136946,24,NA,0,0,0,0,0,0,0,1,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1724368,11400,2,15,0,0,0,25,137,285,518,72,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","No" +2100826,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"Yes","No","No","Yes","No","No" +1977293,140,2,0,0,0,0,3,6,13,21,0,"No",0,0.08,0.58,0,"No","No","No","Yes","No","No" +1489779,6,3,0,0,0,0,2,9,9,9,2,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +1710630,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2046620,123,6,0,0,0,0,0,1,2,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3257897,136,12,3,24,144,204,16,66,146,266,35,"No",0,1,1,0,"No","No","No","Yes","No","No" +3186434,4,4,0,0,0,1,0,1,1,4,1,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1218368,7,2,0,0,0,0,0,2,2,2,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2844891,143,2,0,0,0,0,1,12,13,47,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2196509,-1,8,0,42,84,105,7,29,54,81,12,"No",0,0.43,0.43,1,"No","No","No","Yes","No","No" +1131843,11,2,0,25,50,75,6,21,39,39,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1403117,154,52,0,0,0,0,3,9,15,15,0,"No",0,0.74,0.63,0,"Yes","No","No","Yes","No","No" +1241670,156,8,23,220,220,220,0,0,0,0,13,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1656348,94,8,0,0,0,0,4,8,16,27,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1485429,13,13,1,8,8,14,1,15,24,38,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1416102,-88,12,0,444,608,805,61,212,428,599,136,"Yes",0,0.23,0.43,91,"No","No","Yes","Yes","No","Yes" +2915891,14,8,0,0,0,0,0,1,2,2,1,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2008856,141,3,90,175,436,696,59,216,479,670,72,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1998565,17,52,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.47,0,"Yes","No","Yes","No","No","No" +3199046,8,8,0,0,0,0,1,1,1,2,1,"No",0,0.87,0.87,0,"Yes","No","No","Yes","No","No" +3115050,9,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3270410,7,8,0,6,6,12,1,5,9,18,6,"No",0,0.7,0.83,0,"No","No","No","Yes","No","No" +1200604,18,8,0,0,0,0,1,3,5,14,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2924493,69,2,12,168,288,384,58,146,262,435,54,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +1648997,3,8,0,0,0,0,0,5,5,5,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1945264,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1945443,3474,4,0,0,0,0,9,30,64,81,31,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1588950,18,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2077242,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1767826,52,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.82,0,"No","No","No","Yes","No","No" +1916782,6,8,0,0,0,0,6,6,8,10,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +3067826,29,4,273,53,143,188,28,219,367,627,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2974555,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1753771,0,8,0,0,0,0,1,3,4,6,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +2979450,24,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1614666,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1849549,81,8,0,12,120,228,35,115,266,380,19,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1654846,231,12,6,0,0,0,16,55,122,199,20,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3025943,0,2,0,37,37,37,0,0,0,0,3,"No",0,0.12,0.1,0,"No","No","No","Yes","No","Yes" +1361613,70,8,0,0,0,0,0,2,3,5,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +3243458,1,12,0,1,1,2,0,0,1,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1686969,16,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +2094887,36,8,1,0,0,0,3,11,30,43,1,"No",0,0.5,0.33,0,"No","No","No","Yes","No","No" +1355911,279,NA,0,0,0,0,2,7,20,29,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2299286,10,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1263600,0,2,0,6,8,10,3,10,14,17,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1599555,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1947339,27,2,6,36,96,168,7,41,80,80,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1430731,250,8,0,0,0,0,10,50,90,116,3,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +1304134,41,4,51,41,89,105,18,52,90,132,24,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1441289,0,2,0,29,53,61,0,0,0,0,0,"No",1,0.71,0.75,0,"Yes","No","Yes","Yes","No","Yes" +1405644,99,8,0,0,0,0,4,9,20,26,3,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1558332,0,2,0,2,2,2,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1207224,7,9,0,3,3,3,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +2203333,48,2,0,20,20,40,2,9,36,69,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1731353,-1,9,0,9,9,9,0,1,3,4,1,"No",1,0.86,0.84,1,"No","No","No","Yes","No","Yes" +3021107,2341,3,20,760,2800,5040,394,2816,5801,9569,290,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1259009,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2954423,16,0,0,0,0,0,0,0,2,3,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1705883,52,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1878501,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2885116,30,4,0,1,1,1,13,44,93,93,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2132473,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2904571,1224,8,0,0,0,0,1,3,3,7,4,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +1451349,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2025423,5,9,0,0,0,0,1,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1730347,332,8,14,0,140,252,54,155,399,625,66,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1170913,4,2,0,15,25,35,8,14,22,22,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1967035,1,NA,0,0,0,0,0,0,0,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2294306,85,2,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2143837,42,8,10,96,192,264,44,105,228,317,34,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1273246,125,12,8,52,152,277,26,72,145,232,37,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1844623,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1867483,139,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2928724,0,2,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","Yes" +3015743,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2928063,413,6,5,0,0,0,27,132,221,340,47,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1674746,58,8,0,0,0,0,0,3,5,9,12,"No",0,0.94,0.85,0,"No","No","No","Yes","No","No" +1692758,6,12,0,0,0,0,1,1,2,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1355969,-1,8,0,21,29,31,11,26,38,44,7,"No",0,0.9,0.56,2,"No","No","No","Yes","No","Yes" +1522790,3,14,0,20,20,20,0,0,0,3,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1422096,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2809359,851,2,0,800,2200,3000,73,394,1678,2216,108,"No",0,0.81,0.56,0,"No","No","No","Yes","No","No" +1713279,12,8,0,0,0,6,0,5,9,14,1,"No",0,0.78,0.71,0,"No","No","Yes","Yes","No","No" +1880786,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3038634,317,8,25,500,500,500,32,203,356,509,50,"No",0,1,1,0,"No","No","No","Yes","No","No" +2903312,541,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.69,0,"No","No","No","Yes","No","No" +2890099,6,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3055809,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2201964,2,8,0,30,30,30,0,5,13,16,4,"No",0,0.33,0.32,0,"No","No","No","Yes","No","Yes" +1390919,23,9,0,0,0,0,1,1,2,5,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1476616,0,12,0,5,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","Yes" +1540189,5256,12,26,0,0,0,40,217,411,589,86,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +1145875,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1336687,5,9,0,0,0,0,0,0,2,4,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +2290226,408,8,0,180,476,772,76,307,708,995,116,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2219629,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","Yes","Yes","No","No" +2005119,156,2,0,594,1039,1457,96,612,801,841,122,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +2821896,128,8,78,216,432,624,83,235,496,709,67,"No",0,0.94,0.82,8,"No","No","Yes","Yes","No","No" +1958421,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2874479,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1597949,131,8,10,600,900,1200,157,530,955,1518,226,"No",0,0.87,0.81,1,"No","No","No","Yes","No","No" +3204030,2,12,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2045722,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.24,0,"No","No","No","Yes","No","No" +3229419,20,2,0,0,0,0,1,9,11,11,0,"No",0,1,0.81,0,"Yes","No","No","Yes","No","No" +2856504,304,8,210,672,1296,2004,221,748,1328,1913,219,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1719146,189,52,0,0,0,0,4,14,25,55,34,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1340115,5219,8,0,0,0,0,42,157,339,550,55,"No",0,0.68,0.38,0,"No","No","No","Yes","No","No" +1844245,0,2,0,10,11,11,0,0,0,0,0,"No",0,0.23,0.26,0,"Yes","No","Yes","Yes","No","Yes" +1771539,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1267622,2,8,0,0,1,2,1,2,2,3,0,"No",0,0.57,0.8,0,"No","No","No","Yes","No","No" +2121263,11,9,0,0,0,0,0,2,6,11,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1186483,102,8,0,0,0,0,1,8,19,34,2,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3082270,187,9,0,0,0,0,0,0,2,5,2,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2232523,18,8,0,0,0,63,3,11,21,35,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1855422,74,8,0,345,587,746,75,269,478,771,1530,"No",23,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2854160,2,8,0,1,2,3,1,1,3,4,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1691603,2228,12,0,0,0,0,38,116,269,438,56,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2186083,30,4,0,0,0,0,2,5,16,22,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1709758,2,2,0,2,5,7,0,1,5,9,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +2305432,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +3024239,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1280468,31,12,27,139,231,348,19,108,195,259,45,"No",0,0.82,0.79,2,"No","No","No","Yes","No","No" +3143886,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2156470,2,8,0,0,1,2,0,0,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2211796,29,8,0,0,0,0,2,2,3,11,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3138536,0,8,0,1,1,1,1,1,1,1,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2067153,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2138828,7,15,0,0,0,0,0,0,0,2,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +1690497,2,8,0,30,30,30,0,6,13,17,4,"No",0,0.77,0.87,0,"No","No","No","Yes","No","Yes" +1751794,1,8,0,8,12,16,2,6,8,12,2,"No",0,0.81,0.85,0,"No","No","No","Yes","No","Yes" +1386301,80,8,0,0,0,0,0,0,2,2,0,"No",0,0.08,0.58,0,"No","No","No","Yes","No","No" +3012226,56,4,0,0,0,0,3,9,26,37,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1567009,250,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3202416,7,2,0,240,240,240,5,5,5,5,0,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +3103520,6,4,0,0,0,0,0,0,1,3,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +3176169,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2806984,57,2,0,0,0,0,0,1,1,1,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1822712,13,8,0,112,112,212,43,67,98,150,18,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1794765,84,8,0,0,0,0,5,23,52,64,4,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +1307631,25,8,0,0,120,120,4,11,26,39,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2808765,61,8,21,73,121,169,20,66,115,179,22,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1761142,90,2,0,0,0,0,0,0,13,23,4,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2199555,0,NA,0,0,0,0,2,19,40,62,4,"No",0,-99,-99,0,"No","No","No","No","No","No" +1642116,79,0,0,0,0,0,1,3,4,5,1,"No",0,0,0,0,"No","No","No","No","No","No" +1969675,9,12,4,37,44,64,11,39,63,96,13,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1637064,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.66,0,"Yes","No","No","Yes","No","No" +1420817,98,6,0,10,30,70,8,38,90,115,16,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1133209,12,2,0,12,36,60,7,13,30,48,0,"No",0,0.98,0.95,0,"No","No","Yes","Yes","No","Yes" +2855610,120,2,0,162,351,540,66,196,413,782,47,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1589133,324,2,0,0,0,0,3,7,10,17,0,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +2162393,19,8,0,0,0,0,0,0,2,2,2,"No",0,0.93,0.86,0,"No","No","No","Yes","No","No" +2299015,23,12,0,14,14,14,0,0,0,2,0,"No",0,0.27,0.26,0,"Yes","No","Yes","Yes","No","No" +1228404,146,6,25,152,306,412,36,189,500,687,49,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +2195791,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1386831,0,2,0,85,85,85,0,0,1,1,1,"No",80,0.68,0.57,0,"No","No","No","Yes","No","Yes" +1314231,3,9,0,119,139,179,7,38,94,151,26,"No",0,0.91,0.74,3,"No","No","No","Yes","No","Yes" +3213280,71,8,17,67,155,236,15,55,127,196,33,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1131950,293,8,18,386,756,1052,100,328,679,1046,114,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2914778,-93,8,1,1293,1805,2373,240,879,1481,2246,292,"No",0,0.41,0.59,96,"No","No","No","Yes","No","Yes" +1399188,7,2,0,0,0,0,0,1,1,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1724230,101,2,190,180,360,540,88,236,435,620,86,"No",0,0.47,0.51,0,"No","No","Yes","Yes","No","No" +1803061,2038,8,0,0,0,0,8,27,52,75,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +2172656,1,2,3,2,4,4,0,6,6,6,0,"No",0,0.21,0.36,0,"Yes","No","No","Yes","No","No" +1765624,16,8,0,0,0,0,0,0,0,1,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +2314789,35,NA,0,0,0,0,1,1,3,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1688707,10,8,0,0,0,0,0,0,2,4,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1694117,716,8,5,168,672,1260,240,813,1684,2785,253,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1542714,1,12,0,1,2,4,1,5,6,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2301800,141,8,0,0,0,0,3,12,26,30,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1676406,-1,8,0,5,7,8,1,3,4,5,1,"No",0,0.85,0.56,1,"No","No","Yes","Yes","No","Yes" +3247880,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1502209,766,2,0,0,0,0,0,2,8,8,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3156298,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1923992,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2201951,140,8,7,50,176,302,29,113,216,337,27,"No",0,0.48,0.52,0,"No","No","No","Yes","No","No" +3098383,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1294921,14,4,0,0,0,0,2,4,6,17,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1241250,1,8,0,4,8,10,3,7,10,11,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2995715,6,8,0,0,0,0,1,7,19,29,2,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2009292,1,8,0,2,4,5,1,3,4,4,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1217544,29332,8,180,855,23275,41515,3243,11168,24946,43796,4342,"No",0,0.97,0.99,0,"No","No","No","Yes","No","Yes" +1172061,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1891047,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2082597,39,2,0,0,0,0,0,21,21,21,0,"No",0,0.7,0.87,0,"Yes","No","No","Yes","No","No" +2903195,215,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2221342,103,2,79,384,800,1248,141,496,885,1162,114,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1226906,60,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1337357,8,8,0,0,0,0,0,0,3,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2984477,920,8,288,888,1500,2112,338,1060,2314,3399,210,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3207769,27,2,0,0,30,60,8,21,41,54,0,"No",0,0.9,0.93,0,"No","No","Yes","Yes","No","No" +2308477,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1671767,9,2,0,0,0,0,0,0,0,0,2,"No",0,0.47,0.72,0,"Yes","No","No","Yes","No","No" +3273902,0,8,0,36096,51744,60576,104,104,104,104,4476,"No",0,0.89,0.9,104,"No","No","Yes","Yes","No","No" +1575088,14,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1285853,1,2,1,1,2,4,0,1,2,3,0,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +1614391,18,3,0,29,87,116,11,31,62,101,3,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1165997,152,8,0,0,400,400,31,64,166,245,33,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1544456,5,2,0,0,0,0,1,1,1,3,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +3042301,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1309285,17,2,0,44,99,154,16,65,105,152,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2874577,97,8,0,0,0,0,2,10,18,22,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1139716,0,3,0,854,1873,1887,2,3,3,3,91,"No",0,0.49,0.72,1,"No","No","Yes","Yes","No","Yes" +1882542,5,17,6,33,33,45,4,17,40,62,5,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2061961,174,8,20,350,600,850,78,280,548,798,86,"No",50,0.93,0.86,0,"No","No","No","Yes","No","No" +2893436,3,4,1,0,0,0,2,4,5,5,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1279176,0,12,0,6,6,6,0,2,2,4,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","Yes" +2283223,6,14,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1241039,0,8,0,18,18,18,1,3,17,22,3,"No",0,0.02,0.03,0,"No","No","No","Yes","No","Yes" +1205907,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +3086887,3,8,0,9,14,19,1,5,8,16,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2233887,16,16,0,0,0,0,1,1,1,1,0,"No",0,0.31,0.42,0,"No","No","No","Yes","No","No" +3242264,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1272746,30,10,8,0,34,74,1,11,42,70,15,"No",0,0.83,0.75,0,"No","No","No","Yes","No","No" +2182640,20,12,0,0,0,0,0,0,0,1,0,"No",0,0.11,0.13,0,"No","No","No","Yes","No","Yes" +2972930,20,2,0,0,0,0,0,1,11,13,1,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1294985,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +3126145,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1286937,5,4,0,0,0,0,1,4,6,13,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3145663,52,2,22,80,120,200,22,73,145,224,23,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2209354,0,12,0,48,72,96,8,22,40,63,15,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2154103,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1487453,42,8,0,0,0,0,0,0,0,1,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1962377,11,8,0,22,37,53,47,57,82,105,13,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1155831,6,3,0,0,8,12,3,20,38,45,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2209164,490,12,180,681,1269,1773,134,570,1212,1907,178,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3264600,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +3014575,0,0,1,30,40,54,3,15,27,48,2,"No",0,0,0,1,"No","No","No","No","No","Yes" +2909133,68,8,0,0,0,0,1,1,1,5,14,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1489926,14258,2,2256,29760,56760,79440,251,965,2077,3337,250,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1375893,132,9,0,0,0,0,0,0,0,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3232880,-3,12,0,200,200,200,24,24,24,24,1,"No",0,0.48,0.48,3,"Yes","No","No","Yes","No","No" +2826086,7,2,0,8,16,28,4,19,42,50,1,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1864464,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1335162,312,12,29,489,840,1197,142,488,942,1423,111,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +3095591,177,16,0,0,0,0,11,32,52,90,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1941734,95,NA,4,0,0,0,52,177,379,578,66,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1956108,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3033310,7,2,4,5,10,15,2,6,9,11,2,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1648897,335,8,0,0,0,0,1,5,10,19,1,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1833262,35,4,0,12,24,48,7,37,61,73,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1893478,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1402116,0,2,0,3,3,3,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1453645,13,8,0,0,10,20,3,6,21,29,2,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2260973,592,8,73,1540,2772,3892,608,1574,2864,4355,184,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2244720,555,9,0,0,0,0,0,5,10,11,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1156750,56,2,79,152,206,314,55,232,275,536,16,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +2832833,103,8,0,0,0,0,5,12,28,38,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1183949,50,2,0,0,0,0,1,2,17,24,2,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","No" +2234520,875,8,86,924,1972,2948,311,1111,2315,3534,354,"No",76,0.7,0.7,0,"No","No","No","Yes","No","No" +1364028,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.5,0,"Yes","No","No","Yes","No","Yes" +1331213,1,8,0,12,26,40,5,14,22,40,2,"No",0,0.94,0.91,0,"No","No","No","Yes","No","Yes" +2188616,1080,8,9,0,0,0,33,128,260,384,63,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3147341,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1686345,115,12,4,160,320,320,26,101,199,347,48,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +3102967,7999,NA,0,0,0,0,6,40,65,90,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3277449,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2077577,0,3,0,4,4,4,0,2,4,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1470045,8,8,0,0,0,0,1,1,1,1,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1298172,10,8,0,7,14,28,9,19,38,58,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1550558,2,8,0,0,1,2,1,1,4,4,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +2058426,0,2,0,5,5,5,0,1,2,2,1,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","Yes" +1683867,2,12,3,5,5,9,0,2,9,10,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1406783,-16,8,0,30,33,36,4,13,24,37,2,"No",6,0.46,0.45,16,"No","No","No","Yes","No","Yes" +2266930,69,NA,0,67,67,67,6,10,21,43,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1846557,40,8,0,20,20,20,7,14,28,51,2,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +3231806,16,9,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2175136,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","Yes","Yes","No","No" +1577398,222,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2137571,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2834498,34,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1907108,2,8,0,2,4,7,2,4,5,5,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +3115236,259,16,9,0,0,150,28,76,444,553,29,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2033052,8,2,0,30,60,60,9,26,71,89,14,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +1644277,0,2,0,6,8,8,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1961258,21,4,5,1,1,1,1,6,18,40,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2892326,344,8,0,0,24,132,4,88,228,408,294,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2979296,1203,8,0,0,0,0,5,20,45,70,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1734724,75,16,0,0,0,0,4,11,26,36,7,"No",0,0.41,0.47,0,"No","No","Yes","Yes","No","No" +3163331,75,8,13,56,112,168,12,61,97,179,28,"No",0,0.89,0.81,0,"No","No","No","Yes","No","No" +3159649,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1220096,4,8,0,0,0,0,1,1,1,1,1,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1900048,4,2,0,20,38,63,9,29,51,59,1,"No",0,0.07,0.07,0,"No","No","No","Yes","No","Yes" +1739593,116,8,32,150,270,450,50,167,309,465,52,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1770342,14,2,0,0,0,0,0,1,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3192142,0,2,0,7,7,10,1,3,4,7,1,"No",0,0.76,0.71,0,"No","No","Yes","Yes","No","Yes" +1436860,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1914331,63,NA,2,0,0,0,8,21,37,59,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1475877,135,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","Yes","Yes","No","No" +1419615,2,8,0,7,10,13,0,3,7,12,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1247039,4,8,1,15,30,45,3,14,24,33,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3158218,5,8,0,0,0,0,3,14,24,37,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2823982,176,8,19,0,150,150,39,98,194,293,130,"No",0,0.5,0.49,0,"No","No","No","Yes","No","No" +1430291,110,2,0,0,0,0,4,27,33,34,2,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2221891,1,2,0,2,3,4,2,2,3,3,0,"No",0,0.87,0.92,0,"Yes","No","Yes","Yes","No","Yes" +2051044,65,8,28,92,180,280,29,106,244,337,29,"No",0,0.1,0.17,0,"No","No","Yes","Yes","No","No" +1307687,0,2,0,4,4,4,0,0,0,0,1,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +2936188,1,4,0,1,2,3,0,1,1,2,2,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +3002546,0,12,0,10,10,10,0,1,1,1,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2961103,3,8,10,20,30,50,2,15,29,37,7,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1401324,539,8,18,0,570,570,58,228,555,754,81,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +1286342,0,8,0,4,4,4,1,5,9,12,1,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2862311,1,12,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1268638,8,12,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +3119873,2,9,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2309332,252,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1620293,1,9,0,2,3,4,3,6,11,17,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3196220,7,8,0,144,144,144,1,10,15,28,3,"No",0,1,0.88,0,"No","No","Yes","Yes","No","No" +3155289,317,15,406,900,1980,3060,236,939,2143,3375,279,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2247550,36,2,4,30,83,120,0,5,8,8,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2826031,1336,8,0,0,0,0,25,69,141,238,35,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1172097,7,2,0,8,16,24,1,4,9,15,1,"No",0,1,0.82,0,"No","No","No","Yes","No","No" +1121809,289,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +2255879,99,4,0,0,0,0,62,112,215,338,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1731127,0,2,0,32,32,32,1,1,1,2,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1223479,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1635492,69,4,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1931165,6,9,5,0,12,12,0,10,21,36,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1239347,3,2,0,0,1,3,0,0,1,1,0,"No",0,0.88,0.9,0,"Yes","No","Yes","Yes","No","Yes" +3243951,87,8,23,209,346,559,78,317,576,1090,50,"No",73,0.75,0.67,7,"No","No","No","Yes","No","No" +1675900,173,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1820959,-1,8,1,7,7,7,1,5,9,12,0,"No",1,0.92,0.89,1,"No","No","No","Yes","No","Yes" +1161026,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +2216849,32,4,8,48,96,140,8,30,87,118,31,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1989359,1,2,0,11,22,31,9,9,9,9,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1940645,61,2,0,0,0,0,2,3,6,11,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1759187,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2144690,2466,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3203997,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2112104,0,NA,0,5,5,5,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1644013,2209,10,119,120,600,1380,497,1504,3106,4680,819,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1461933,2,2,0,12,12,12,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2997703,701,8,0,0,0,0,7,21,36,56,0,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +2896516,27,8,16,24,48,48,0,0,0,0,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +2107425,332,8,21,248,500,689,69,251,598,933,64,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3185094,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1777451,0,2,0,0,1,3,0,1,2,7,2,"No",0,1,0.99,0,"No","No","No","No","No","Yes" +2015537,474,11,0,0,0,0,0,10,25,31,0,"No",0,0.85,0.76,0,"No","No","Yes","Yes","No","No" +1864261,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1470922,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1278088,44,12,0,0,0,0,1,1,2,2,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1329934,7,4,0,1,1,1,0,0,0,0,4,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1802352,13,8,0,0,4,12,2,7,17,62,3,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1234766,0,NA,0,0,1,1,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","Yes" +1648803,10,8,0,0,6,16,10,23,43,64,17,"No",0,0.45,0.57,0,"No","No","No","Yes","No","Yes" +3271663,63,4,32,34,67,78,9,41,85,123,17,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2959646,21,8,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1793408,0,4,0,8,9,9,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2840000,45,9,53,87,140,186,31,75,127,168,35,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1311488,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1858828,248,2,5,0,0,0,13,61,124,170,29,"No",0,0.31,0.2,0,"No","No","Yes","Yes","No","No" +1204558,24,8,0,73,102,131,9,33,68,120,43,"No",0,0.89,0.95,0,"No","No","No","Yes","No","Yes" +1660615,-112,12,3,457,628,801,92,219,403,625,104,"Yes",14,0.23,0.43,115,"No","No","Yes","Yes","No","Yes" +3037995,104,2,0,0,0,0,0,0,2,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3104744,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2297996,1,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2916313,7,8,0,70,70,70,1,3,5,7,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1959102,32,2,0,60,120,180,16,46,77,93,0,"No",0,0.24,0.31,0,"Yes","No","No","Yes","No","Yes" +2243610,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1415827,5,8,34,0,12,24,2,16,29,40,8,"No",0,1,1,0,"No","No","No","Yes","No","No" +1688275,124,8,15,16,32,80,39,73,133,171,35,"No",0,0.85,0.9,0,"No","No","No","Yes","No","No" +2199057,140,9,0,0,0,0,0,2,6,10,1,"No",0,0.95,0.9,0,"Yes","No","No","Yes","No","No" +1702779,0,2,0,38,58,68,1,2,2,2,1,"No",0,0.88,0.92,0,"Yes","No","No","Yes","No","Yes" +1419927,2,12,0,69,85,133,4,44,58,90,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2245933,145,8,48,0,96,144,28,95,236,341,38,"No",0,1,1,0,"No","No","No","Yes","No","No" +2077237,0,2,0,1,1,1,2,5,8,10,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +1347720,59,4,0,13,13,13,2,6,6,6,4,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1242945,1,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1331468,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","No" +1412219,12,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2904721,20,2,28,89,166,252,16,55,101,147,15,"No",0,0.8,0.79,0,"No","No","Yes","Yes","No","No" +2803556,18,4,0,0,0,0,8,30,59,82,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1195861,6,12,9,66,66,66,0,0,0,0,8,"No",0,0.21,0.27,0,"No","No","No","Yes","No","Yes" +2991301,236,8,124,192,288,384,33,133,264,441,62,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1365296,81,8,0,0,0,0,9,18,45,64,7,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1650721,55,8,4,14,38,62,8,20,63,110,17,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1487316,14,12,0,14,14,14,5,10,11,28,5,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +1298910,98,2,0,0,0,0,1,1,6,8,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2847997,164,8,0,0,0,0,0,0,0,0,2,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1276598,9,2,0,7,14,21,3,10,24,28,1,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +1996798,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.27,0.5,0,"Yes","No","No","Yes","No","No" +1714201,2,8,0,5,25,45,0,9,35,43,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","Yes" +2967032,13,8,2,0,0,0,4,7,10,24,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1825499,0,2,0,185,362,543,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","Yes" +1269155,84,4,3,0,0,0,5,13,28,56,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2886669,0,0,0,14,14,14,0,1,5,5,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1765215,0,2,0,1,1,1,0,0,0,0,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +2050087,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1942605,0,2,0,7,7,7,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1381481,2,8,0,19,28,46,2,8,16,26,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +3238846,61,2,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1433887,68,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1449074,24,4,0,0,0,0,3,7,19,25,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3195821,116,2,36,94,302,450,41,119,239,697,55,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1706205,8,8,4,6,17,27,9,19,58,64,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +2087917,13,2,0,9,18,27,1,36,39,40,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1777346,0,8,0,398,510,538,0,0,0,0,10,"No",18,0,0,0,"No","No","No","Yes","No","No" +2856801,103,8,9,101,181,241,25,105,195,331,30,"No",0,0.77,0.76,0,"No","No","No","Yes","No","No" +3264185,77,2,50,0,0,0,9,19,29,46,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +2105960,0,2,0,1,1,1,0,0,1,1,0,"No",0,0.15,0.09,0,"No","No","No","Yes","No","Yes" +3162758,21,9,0,16,32,48,8,16,41,55,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3132869,9,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1333749,1,2,6,10,25,37,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1346377,9,8,15,18,42,60,10,28,60,80,22,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1958198,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2069086,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1139153,-36,12,1,355,431,540,39,128,211,359,45,"No",11,0.88,0.85,40,"No","No","No","Yes","No","Yes" +1308408,67,12,0,0,0,0,0,0,1,2,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1631183,189,2,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +3081015,250,4,0,135,275,415,73,152,287,423,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3170537,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1332289,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2205990,4,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1648212,2,8,0,18,38,58,4,20,38,54,3,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +2102101,1466,2,196,3100,6450,9900,861,2885,5449,7715,696,"No",0,1,1,0,"No","No","No","Yes","No","No" +1423258,96,8,13,80,120,160,30,69,143,243,32,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1423551,12,2,0,0,0,0,0,2,2,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2311985,2,4,0,0,0,0,1,2,2,2,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2015696,0,2,0,14,17,17,0,0,0,0,1,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2236650,0,8,0,8,8,8,2,3,8,11,15,"No",0,0.56,0.69,0,"No","No","No","Yes","No","Yes" +1828255,154,8,0,0,0,110,10,40,93,183,22,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +2315726,0,4,0,1,1,2,1,2,2,2,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +3261147,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +3159829,9,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1174789,171,8,77,295,607,951,150,394,732,1077,251,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +2258400,173,8,12,375,705,960,86,287,605,1046,84,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1258590,47,8,30,54,127,189,15,55,110,165,12,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1847880,260,52,0,0,0,0,0,0,0,15,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1689971,9,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2010327,-1,4,6,0,2,3,1,9,17,26,3,"No",0,0.73,0.78,1,"No","No","Yes","Yes","No","Yes" +2105809,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +1720707,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2249920,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.21,0.36,0,"No","No","No","Yes","No","No" +3039844,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1526944,2524,NA,6,0,0,0,24,41,69,89,26,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1226668,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","No" +1646829,28,4,0,0,16,28,5,12,31,46,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1155371,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.91,0,"Yes","No","No","Yes","No","No" +1356016,0,8,0,26,44,66,16,39,59,78,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2131679,4,8,0,14,21,28,7,16,23,45,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1309503,57,8,37,192,357,498,54,182,354,567,40,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2969194,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +3035585,130,4,0,0,0,0,0,0,0,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1216878,129,8,4,99,240,335,27,113,238,392,53,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1419945,81,52,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +2840193,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.11,0.13,0,"No","No","No","Yes","No","No" +1237203,0,14,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1326234,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1206768,72,8,2,35,70,105,16,34,65,114,37,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1396944,0,2,0,2,2,2,0,0,0,1,0,"No",0,0,0.02,0,"No","No","No","Yes","No","Yes" +3229461,26,2,0,0,0,0,0,1,3,7,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1480604,7,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1961426,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1868464,64,8,0,0,0,0,0,0,0,1,1,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +2225207,107,2,42,84,210,378,16,72,132,165,50,"No",0,0.66,0.67,0,"Yes","No","No","Yes","No","Yes" +1349771,0,12,0,5,9,11,0,5,11,17,0,"No",0,0.77,0.78,0,"No","No","No","Yes","No","Yes" +3242192,14,9,0,0,0,8,3,10,21,30,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2002759,5,12,0,0,16,16,0,3,5,6,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2067506,111,8,0,0,0,0,11,26,59,106,14,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +2000932,4,4,4,2,6,10,0,3,6,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1339472,0,8,0,5,5,5,0,0,0,0,1,"No",0,0.25,0.31,0,"Yes","No","No","Yes","No","Yes" +1719877,77,2,0,0,48,96,6,35,75,106,6,"No",0,0.93,0.84,0,"Yes","No","No","Yes","No","No" +3193324,8,8,0,8,8,8,0,0,1,2,3,"No",0,0.62,0.58,0,"Yes","No","No","Yes","No","No" +2976153,51,4,60,49,91,126,46,126,227,256,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3087056,194,12,25,97,297,442,101,237,510,885,37,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1687381,98,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1157011,29,2,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2243152,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1579056,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3022256,6,8,0,0,0,0,1,1,2,3,1,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2965305,8,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1176228,264,2,0,0,0,0,0,8,116,175,1,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +2834400,0,8,0,1,1,1,3,11,13,22,3,"No",0,-99,0.5,0,"No","No","No","No","No","No" +1987930,290,8,60,41,173,292,41,147,285,508,47,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +1881379,11,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1653976,461,6,107,161,452,549,148,395,1086,1573,139,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1832644,41,8,0,0,0,0,1,4,5,7,1,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1816760,-2,8,0,400,400,400,14,44,89,139,23,"No",0,0,0.5,2,"No","No","No","Yes","No","Yes" +1574870,147,4,4,0,0,0,7,13,19,19,16,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2068767,20,8,0,4280,4280,4280,22,93,167,324,113,"No",0,0.15,0.26,0,"No","No","No","Yes","No","No" +1473545,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1722555,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +2042405,0,4,0,9,11,11,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","No" +2278106,0,2,0,6,6,6,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3228094,21,8,1,0,0,0,1,3,15,21,4,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1826758,22,8,0,0,0,0,0,0,5,8,2,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2308270,27,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2254289,29,8,0,0,0,0,5,7,12,19,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2008334,12,11,0,27,81,108,6,34,74,115,13,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1353649,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1928465,23,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3181265,198,13,27,80,140,160,43,90,146,230,38,"No",0,1,1,0,"No","No","No","Yes","No","No" +2292791,206,8,0,0,0,0,0,7,10,18,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1225419,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2879394,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1139669,34,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3156190,250,9,0,0,0,0,0,0,0,0,10,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +3026463,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1912865,24,2,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +3187686,310,8,174,168,516,864,77,325,729,1195,73,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2061963,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1382364,35,8,0,0,0,8,5,9,12,24,3,"No",0,0.46,0.18,0,"No","No","No","No","No","Yes" +2133734,86,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1642193,479,2,217,820,1520,2120,321,725,1338,2078,243,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1275703,109,4,78,28,103,130,32,87,169,247,50,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3185344,3,2,0,4,6,8,0,0,0,0,0,"No",0,0.84,0.87,0,"No","No","Yes","Yes","No","No" +1295181,4,8,0,1,4,7,3,5,11,18,2,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1922822,3,8,1,0,0,0,7,13,26,44,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1194714,11,8,0,0,0,0,1,2,3,5,0,"No",0,0.48,0.39,0,"No","No","Yes","Yes","No","No" +3104197,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +1246858,28,2,0,238,318,398,75,159,314,434,56,"No",0,0.15,0.15,0,"No","No","Yes","Yes","No","Yes" +2278631,609,8,0,0,210,420,93,292,740,1080,105,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +2013353,1,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1851560,19,8,0,0,0,0,0,0,0,3,1,"No",0,0.5,0.53,0,"Yes","No","No","Yes","No","No" +1385162,7,8,0,0,0,0,5,19,36,56,0,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","No" +1562796,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2970730,15,8,5,12,28,44,7,15,32,55,10,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +1195828,12,8,0,0,0,0,4,4,4,8,3,"No",0,0.96,0.93,0,"No","No","No","Yes","No","Yes" +1809929,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","No" +1259824,60,8,0,22,22,22,4,17,40,72,6,"No",0,0.96,0.82,0,"No","No","No","Yes","No","No" +1328548,18,2,40,20,60,100,18,49,78,82,7,"No",0,0.64,0.68,0,"Yes","No","No","Yes","No","No" +1468499,6,8,0,1,1,4,0,2,7,12,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1353921,5,8,0,0,0,0,0,0,0,0,0,"No",0,-99,0.93,0,"No","No","No","Yes","No","Yes" +3273394,19,2,0,10,10,20,0,11,16,16,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3275654,-1,8,0,45,75,120,23,34,62,71,15,"No",0,0.34,0.57,2,"No","No","Yes","Yes","No","Yes" +3130083,7,9,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3158505,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +3000007,12,8,0,10,23,40,1,7,20,26,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1965799,17,8,0,0,0,0,2,9,19,22,3,"No",0,0.75,0.84,0,"No","No","No","Yes","No","No" +2092411,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.78,0,"No","No","No","No","Yes","No" +2999959,6,NA,0,0,0,0,1,2,3,5,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2032361,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.73,0,"Yes","No","No","Yes","No","No" +3231391,11,8,0,0,6,12,1,4,9,19,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2123144,622,2,0,0,0,0,0,0,0,2,2,"No",0,-99,1,0,"Yes","No","No","Yes","No","No" +2902668,306,8,0,0,0,0,0,1,2,2,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1135875,17,12,16,168,264,328,40,116,208,333,36,"No",4,0.62,0.73,0,"No","No","No","Yes","No","Yes" +1138722,1171,2,1191,1584,3024,3936,496,1567,3121,4831,435,"No",0,1,1,0,"No","No","No","Yes","No","No" +1585687,2,2,0,0,0,1,0,0,2,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +1535765,0,8,0,7,11,13,2,4,6,9,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2025014,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.09,0,"Yes","No","Yes","Yes","No","No" +2116708,7,8,0,11,20,29,6,16,30,41,7,"No",0,0.66,0.73,0,"No","No","No","Yes","No","Yes" +2073163,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +2299136,3,9,0,0,0,0,0,2,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1871486,256,12,95,500,1000,1000,105,339,598,909,100,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1685658,77,8,0,0,0,0,0,0,0,1,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1707549,0,2,0,16,17,17,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","Yes" +1959591,-10,12,0,33,35,39,0,5,14,20,9,"No",0,0.22,0.26,10,"No","No","No","Yes","No","Yes" +1779421,15,4,0,5,15,20,4,8,16,41,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1692696,30,10,0,0,0,0,0,5,7,8,1,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3078576,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1271094,0,2,0,7,9,9,1,5,6,7,0,"No",1,0.36,0.16,0,"Yes","No","Yes","No","No","Yes" +3030875,170,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1227681,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +2064687,4,8,0,10,22,30,8,14,25,49,4,"No",1,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1134057,248,NA,0,0,161,256,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1362744,5,2,0,12,36,48,11,19,30,36,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +1347375,1,8,0,24,28,40,6,16,22,27,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","Yes" +2299386,404,8,0,200,400,700,45,220,456,861,104,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1541192,0,2,0,4,7,7,0,0,3,3,0,"No",0,0.84,0.66,0,"Yes","No","Yes","Yes","No","Yes" +2034862,332,9,130,45,225,360,25,153,335,586,80,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +2098195,36,52,0,0,0,0,0,0,3,4,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1752565,19,12,0,0,0,0,1,2,2,13,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1466224,0,8,0,35,75,115,20,50,77,114,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1345383,-1,8,0,126,126,252,329,349,384,408,20,"No",0,0.84,0.71,1,"No","No","No","Yes","No","Yes" +1266583,0,8,0,134,150,240,0,0,0,0,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1568327,27,10,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1941116,21,2,21,0,0,36,15,46,68,86,6,"No",0,1,1,0,"No","No","No","Yes","No","No" +2974359,3,12,0,2,2,2,0,1,2,2,0,"No",0,0.7,0.76,0,"No","No","No","Yes","No","No" +3049994,90,8,0,72,144,216,7,55,142,236,17,"No",0,0.95,0.93,0,"No","No","Yes","Yes","No","No" +2102902,5,2,0,18,27,27,10,33,51,66,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2989093,-6,2,0,15,15,15,8,9,10,10,0,"No",0,0.36,0.54,6,"No","No","No","Yes","No","No" +1979962,134,9,16,0,52,92,20,46,86,142,14,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1751301,28,8,0,0,0,0,2,7,21,27,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1947840,82,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2288453,46,8,0,0,0,0,0,3,13,20,0,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1361349,84,8,19,190,328,484,40,150,259,425,59,"No",0,0.27,0.27,0,"No","No","No","Yes","No","No" +2903673,30,52,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3017163,-5,8,0,25,35,39,2,7,12,31,5,"No",3,0.77,0.76,5,"No","No","No","Yes","No","Yes" +1796812,0,4,0,3,3,3,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1204235,0,8,0,8,15,20,1,6,13,24,3,"No",1,0.83,0.71,0,"No","No","No","Yes","No","Yes" +1313267,3,2,0,10,10,10,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3186626,74,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3039109,39,8,0,46,46,92,7,19,39,68,0,"No",0,0.9,0.93,0,"No","No","Yes","Yes","No","No" +2872147,1,2,2,0,0,2,0,1,2,3,0,"No",0,0.7,0.77,0,"No","No","No","Yes","No","No" +2189403,73,NA,0,0,0,0,0,1,1,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3244949,20,8,1,18,46,74,6,25,53,83,4,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +2235635,2,8,0,0,0,0,4,9,29,46,1,"No",0,0.88,0.92,0,"No","No","No","No","No","Yes" +1794546,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2976130,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1454318,0,8,0,1,1,2,1,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3145976,9,12,0,0,0,0,0,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1290987,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1644945,1,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2897705,480,8,0,0,0,0,4,47,89,101,0,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1938876,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1728028,23,8,0,0,0,5,1,6,15,31,1,"No",0,0.81,0.67,0,"No","No","No","Yes","No","No" +1992354,18,8,0,0,0,0,1,2,5,7,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +3086840,-169,12,0,600,720,840,4,43,146,244,54,"No",0,0,0,169,"No","No","No","Yes","No","Yes" +2176085,36,3,0,0,0,0,2,4,5,5,0,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +1284039,-7,2,0,11,11,11,0,16,16,16,0,"No",0,0.69,0.68,7,"Yes","No","Yes","Yes","No","No" +1420616,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1809390,8,NA,0,0,0,0,0,1,4,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3233267,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.42,0,"No","No","No","Yes","No","No" +3209321,1400,2,252,1200,1800,3000,417,1129,2100,3012,345,"No",0,0.81,0.89,5,"No","No","No","Yes","No","No" +2167491,85,2,133,281,522,764,96,366,576,732,99,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1327271,49,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1895834,58,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3112117,2,14,1,2,3,4,0,1,6,9,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1505286,0,12,0,4,6,9,0,3,4,6,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2168919,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2885412,29,8,0,0,0,0,0,1,3,8,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1367563,0,12,0,40,48,48,5,24,37,63,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2165133,18,2,0,0,0,0,0,3,3,3,0,"No",0,0.73,0.77,0,"Yes","No","No","Yes","No","No" +1634418,35,8,0,0,0,8,5,9,11,22,3,"No",0,0.46,0.18,0,"No","No","No","No","No","Yes" +2898959,539,2,0,0,0,0,0,1,1,2,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1298710,399,8,169,423,963,1611,234,772,1606,2264,414,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2862001,150,8,0,0,0,0,2,3,12,31,3,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","No" +1860794,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +1332250,40,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1997404,3991,NA,1,0,0,0,5,21,42,75,14,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3082741,1,8,0,0,0,0,0,1,1,1,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +3057136,10,0,0,10,10,10,1,11,15,18,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1512714,5,12,0,0,0,0,1,2,3,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2915051,13,2,0,0,0,0,0,0,1,2,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1452913,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1670939,0,2,0,168,248,266,0,0,0,0,0,"No",0,0.24,0.31,0,"Yes","No","Yes","Yes","No","Yes" +1313564,167,8,10,131,235,313,37,117,218,325,36,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2086056,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3063590,112,8,56,0,30,70,11,32,69,108,39,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1135658,3,4,0,4,8,16,2,6,17,19,0,"No",0,0.96,0.83,0,"No","No","Yes","Yes","No","Yes" +2051432,1068,NA,0,0,0,0,3,6,13,14,3,"No",0,-99,-99,0,"No","No","No","No","No","No" +1877619,0,8,0,6,6,6,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +3240159,405,12,0,0,0,0,2,12,31,46,0,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +3023714,74,8,5,0,0,0,9,19,42,77,7,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1699562,64,NA,0,0,0,0,0,1,1,5,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1790259,88,8,0,0,0,0,0,1,1,1,1,"No",0,0.5,0.5,0,"No","No","No","Yes","No","No" +2875642,22,2,0,0,6,6,5,20,21,21,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +3050108,5,8,0,0,0,0,2,3,4,6,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3282209,0,8,0,31,38,52,4,16,34,68,0,"No",0,0.33,0.32,0,"No","No","No","Yes","No","Yes" +2915737,0,8,2,6,16,20,1,4,13,16,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1790636,287,8,66,48,208,392,129,346,676,729,65,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1164160,110,0,0,545,869,1157,121,329,664,1037,259,"No",0,0,0,0,"No","No","No","No","No","Yes" +1894380,15,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1552387,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1510030,879,2,20,0,0,0,37,69,146,817,44,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1636809,31,8,0,0,0,0,2,4,14,24,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2981459,1,12,0,3,3,3,0,0,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3163546,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2890396,5,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1372371,0,8,0,28,28,28,2,5,17,29,13,"No",0,0.81,0.75,0,"No","No","No","Yes","No","Yes" +1403142,0,8,2,8,8,8,3,3,7,13,0,"No",0,0.85,0.89,0,"No","No","No","Yes","No","Yes" +3138597,13,8,0,12,21,38,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3090382,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1470920,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2110870,80,12,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.89,0,"No","No","Yes","Yes","No","No" +2018920,138,8,0,0,0,0,0,2,12,21,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1603180,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3256424,1,8,2,0,1,2,0,1,2,3,2,"No",0,0.91,0.84,0,"No","No","Yes","Yes","No","No" +2052057,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1868595,10,8,0,143,208,274,23,74,160,243,21,"No",15,0.51,0.53,0,"No","No","No","Yes","No","Yes" +2291523,14,9,0,0,0,2,0,4,4,6,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3033434,3,8,0,0,0,2,0,1,2,4,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1457570,15,2,0,195,309,347,62,163,308,435,54,"No",35,0.14,0.14,0,"No","No","Yes","Yes","No","Yes" +2293069,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1491081,8,8,0,6,12,18,1,8,16,23,5,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +1371590,2,12,0,24,36,48,5,14,27,40,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","Yes" +1515559,16,2,0,17,34,51,4,21,51,65,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1945199,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1352911,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +2967199,8,8,0,0,0,0,0,0,2,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1231555,0,12,0,6,6,6,0,2,3,5,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1443819,15,8,0,0,0,0,1,2,4,8,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2134621,15,2,0,0,0,0,1,2,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2857183,3,8,0,0,0,0,0,1,1,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2126952,8,2,0,0,0,0,0,0,1,1,0,"No",0,0.79,0.87,0,"Yes","No","No","Yes","No","No" +1563188,3,9,0,29,53,90,33,52,69,82,8,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3187000,112,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1235845,76,NA,0,0,0,0,2,11,20,29,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3188876,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +1217531,199,2,82,432,844,1293,178,602,948,1248,92,"No",0,0.52,0.53,0,"No","No","No","Yes","No","No" +1651553,21,12,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1857694,0,8,0,11,16,21,4,7,13,25,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1607497,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1614652,206,8,59,548,1004,1433,162,533,1117,1643,113,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +3100129,9,9,0,0,0,0,0,0,1,2,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2254677,30,8,20,80,180,260,39,102,206,310,7,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2277445,88,8,3,144,192,240,36,101,226,373,37,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2898170,0,8,0,19,19,19,0,0,0,0,2,"No",0,0.86,0.91,0,"Yes","No","No","Yes","No","No" +3106843,57,2,15,73,139,205,23,62,163,231,26,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1802534,16,2,0,0,0,0,0,4,12,13,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1475513,2123,2,0,0,0,0,5,21,41,89,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1296884,222,2,0,0,0,0,1,4,9,12,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2062164,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2864758,102,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3144912,0,2,0,22,22,22,0,0,1,1,1,"No",0,0.88,0.91,0,"Yes","No","No","Yes","No","No" +2059141,0,8,0,5,7,9,0,3,4,8,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1293539,0,2,0,4,4,4,2,5,8,13,0,"No",0,0.23,0.23,0,"No","No","No","Yes","No","Yes" +1200630,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3205553,1191,13,500,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1764587,16,2,0,0,0,0,1,4,27,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3013940,498,20,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.61,0,"No","No","Yes","Yes","No","No" +1386789,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2205629,46,8,0,0,0,0,2,3,12,20,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1350935,745,13,0,0,0,0,1,7,20,24,23,"No",0,0.76,0.79,0,"No","No","No","Yes","No","No" +2290576,6,4,0,28,36,44,23,46,106,177,0,"No",0,0.66,0.63,0,"No","No","No","Yes","No","Yes" +1178914,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1467006,76,8,0,0,22,44,9,23,53,87,18,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +1509354,1380,12,0,0,0,0,0,0,1,9,2,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +1950014,91,NA,0,0,0,0,0,10,30,40,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1852799,0,8,0,8,8,8,0,0,0,0,4,"No",0,0.79,0.71,0,"Yes","No","Yes","Yes","No","Yes" +1397340,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","No" +3037570,4,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3013654,9,2,0,48,48,48,2,8,14,14,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1246730,9,2,0,0,0,0,3,3,3,3,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1810691,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1565567,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +3259331,1,8,0,2,2,3,0,0,1,1,0,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +1833852,6,8,0,0,0,0,0,0,1,1,1,"No",0,0.77,0.87,0,"No","No","No","Yes","No","No" +2313878,32,12,3,0,6,27,3,11,15,17,0,"No",0,0.73,0.76,0,"Yes","No","Yes","Yes","No","No" +2083616,4,8,0,4,8,12,1,4,8,11,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1972392,6,8,0,70,118,153,9,29,68,111,23,"Yes",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +1155089,56,2,0,0,0,0,1,1,4,4,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +1717158,11,2,3,432,648,936,71,238,449,680,122,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1964195,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +2154752,38,8,0,0,0,0,2,3,3,3,0,"No",0,-99,0,0,"No","No","Yes","Yes","No","No" +1605952,52,8,0,85,85,85,5,24,48,84,27,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3143757,28,2,0,0,0,0,0,4,4,6,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2251322,0,9,0,2,3,4,0,1,2,2,0,"No",1,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2881585,8405,NA,0,0,0,0,25,407,806,1263,65,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1334432,2,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.85,0,"No","No","Yes","Yes","No","No" +1489469,45,8,13,33,77,112,13,46,93,139,22,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3201675,15,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +1436658,0,8,0,4,8,8,0,2,4,4,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","Yes" +1551723,19,8,1,0,0,0,1,3,8,15,4,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1869182,257,8,24,300,720,1140,78,255,711,1178,52,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2049653,25,8,2,0,0,0,0,1,11,23,1,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2881465,338,8,0,6000,6000,6000,0,0,0,0,0,"No",0,0.5,0.2,0,"Yes","No","No","No","No","No" +1737738,6,8,0,4,4,8,0,3,3,10,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2167069,1,8,0,13,15,17,2,12,22,28,0,"No",2,0.76,0.84,0,"No","No","No","Yes","No","No" +1297093,2,8,0,5,10,14,0,2,7,14,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2282373,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.55,0.76,0,"No","No","No","Yes","No","No" +1134975,1,2,4,4,8,16,1,4,15,21,0,"No",0,0.75,0.89,0,"No","No","No","Yes","No","Yes" +1481019,54,8,0,0,0,0,0,2,2,9,0,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +2290820,2,2,0,0,1,1,0,0,0,2,0,"No",0,0.64,0.52,0,"Yes","No","No","Yes","No","No" +1759920,535,8,12,2400,3600,5000,534,1482,2620,4457,536,"No",0,0.09,0.09,0,"No","No","Yes","Yes","No","Yes" +3091772,26,8,79,82,166,241,44,118,211,321,23,"No",0,0.6,0.76,0,"No","No","No","Yes","No","No" +2824839,15,2,0,16,36,60,7,27,50,50,16,"No",0,0.53,0.53,0,"No","No","No","Yes","No","No" +3224335,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1263839,266,8,25,1255,1955,2855,81,1007,1988,2480,328,"No",200,0.68,0.81,0,"No","No","No","Yes","No","No" +1862536,17,9,0,0,0,0,1,1,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1241944,2,9,0,3,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2103189,95,NA,0,0,0,0,2,3,5,5,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1359105,6,2,0,54,54,54,0,0,0,0,1,"No",0,1,0.69,0,"Yes","No","No","Yes","No","No" +1227317,0,8,0,10,10,10,1,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1954834,2,2,0,3,5,5,1,1,1,1,0,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","Yes" +3255857,31,8,2,12,44,72,7,19,57,91,11,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2983804,369,52,0,0,0,0,1,4,6,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1628227,24,12,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2072444,28,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1484158,20,2,0,0,0,0,1,2,4,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1577298,3,2,0,0,0,0,1,1,1,1,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","Yes" +2813984,4023,8,0,0,0,0,0,0,0,0,0,"No",0,0.26,0.26,0,"No","No","No","Yes","No","No" +1431240,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2295054,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1340572,35,8,0,0,0,0,0,0,3,4,0,"No",0,0.99,0.95,0,"No","No","Yes","Yes","No","No" +1201925,132,8,16,416,676,980,137,318,500,661,129,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2302372,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +3061808,3,9,0,2,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1316268,2,8,0,7,16,22,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1935147,18,8,0,0,0,0,0,1,3,3,0,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +1157597,39,9,0,0,0,0,0,0,7,14,0,"No",0,0.85,0.83,0,"Yes","No","Yes","No","No","No" +2000364,500,28,0,0,0,0,0,1,3,5,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1276008,24,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.12,0,"No","No","No","Yes","No","No" +2840835,126,8,0,44,121,176,15,62,145,265,29,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1348709,240,8,12,216,540,819,81,208,468,854,46,"No",0,0.64,0.63,0,"No","No","No","Yes","No","No" +1676584,14,2,0,0,6,12,0,8,14,14,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2938115,43,8,0,0,19,19,4,16,49,75,18,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +2192528,8,8,0,16,28,46,1,17,33,49,0,"No",0,0.78,0.76,0,"No","No","No","Yes","No","No" +2242963,8,12,0,31,49,67,7,23,40,61,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3086294,22,3,0,0,0,0,0,1,3,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1499933,83,9,0,0,0,0,6,6,14,41,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","No" +1672504,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1425534,13,NA,0,0,0,0,0,0,0,0,4,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2194839,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2122450,18,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1592535,27,8,12,7,57,97,8,24,65,107,0,"No",0,1,1,0,"No","No","Yes","Yes","No","Yes" +1929178,142,8,8,5,16,49,3,31,68,119,19,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3051541,40,8,0,120,180,180,38,94,130,234,34,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3201242,7,12,0,0,0,0,1,2,5,10,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1391625,19,0,0,115,243,362,15,91,208,332,30,"No",0,0,0,0,"No","No","No","No","No","Yes" +2918833,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1306573,17,8,0,0,5,5,0,2,9,22,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2813141,38,2,0,60,120,180,17,79,241,312,4,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1290221,13898,3,0,0,8182,19222,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2254917,1,8,0,2,3,4,1,4,6,9,2,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +2197297,0,2,0,12,12,12,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2943807,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +1580393,0,2,0,0,40,40,3,11,21,24,2,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1373048,-1,12,0,4,6,8,1,1,6,8,2,"No",0,0.63,0.72,1,"Yes","No","No","No","No","No" +3243009,4,2,0,15,15,15,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1658535,198,12,0,0,0,0,2,10,20,29,9,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","No" +2265028,58,8,0,0,0,0,3,4,8,11,1,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1632085,5016,NA,2,0,0,0,74,136,269,1059,137,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2199691,14,8,4,16,32,44,9,19,33,57,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2077408,265,2,130,330,746,1164,121,425,815,1181,126,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2138787,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.69,0,"No","No","No","Yes","No","No" +1569112,6,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1703915,123,2,20,69,211,330,78,196,421,571,58,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1819957,45,NA,0,0,0,0,0,1,2,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2240600,40,2,4,49,77,105,35,75,125,125,29,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +1489786,0,2,0,18,18,18,11,12,18,18,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1393351,5,NA,0,0,0,0,0,2,2,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1234929,170,8,1,0,0,13,13,56,137,191,41,"No",0,0.44,0.79,0,"No","No","No","Yes","No","No" +2047962,13,9,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +2160891,0,10,0,2,3,4,3,4,4,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3180555,65,12,0,0,0,0,4,11,26,34,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1178990,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1591951,20,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1556468,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1478481,0,12,0,4,4,4,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1174237,1,2,0,12,20,28,3,4,7,8,0,"No",0,0.83,0.71,0,"No","No","Yes","Yes","No","Yes" +1697384,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2127140,58,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +2129415,1,9,0,2,2,2,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1197372,0,2,0,80,100,120,0,0,0,0,0,"No",0,0.26,0.32,0,"No","No","No","Yes","No","Yes" +2295098,0,2,0,28,46,56,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2995114,137,2,2,0,0,0,10,37,101,138,20,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1270673,0,2,0,8,8,8,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","No","No","No" +1979150,4,4,0,0,0,0,1,1,1,1,2,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1504567,8,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1192913,12,4,0,0,0,0,0,0,0,1,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1482028,81,8,0,0,0,0,0,6,24,37,1,"No",0,-99,0.93,0,"No","No","No","Yes","No","No" +2002489,28,9,0,0,0,0,0,1,1,1,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2879130,0,10,0,9,9,9,0,0,6,8,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1630970,212,8,65,180,420,630,95,305,661,1058,110,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2922196,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1924492,27,8,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.79,0,"No","No","No","Yes","No","No" +2108863,296,8,0,0,0,0,7,20,31,58,7,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2163902,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1793196,11,2,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3097500,80,8,0,0,27,45,4,20,71,108,20,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2265270,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2131884,68,8,0,0,0,0,0,1,1,2,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1979747,112,8,133,354,726,1036,116,496,755,1049,74,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1654753,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1600403,5,8,0,0,0,0,1,1,2,2,0,"No",0,0.98,0.97,0,"No","No","No","No","No","No" +3076750,2,8,2,2,7,11,0,2,6,9,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2310335,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1283005,9,8,1,19,47,75,14,28,50,73,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1915722,0,2,0,62,110,170,1,2,2,2,0,"No",0,0.62,0.62,4,"No","No","No","Yes","No","Yes" +1959910,263,0,0,0,181,366,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1710111,346,8,70,162,382,602,88,252,553,976,43,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2298253,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1718108,192,9,59,34,114,194,26,83,191,357,41,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2124546,136,10,0,20,20,40,11,42,80,126,50,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3162627,162,8,0,66,123,218,15,67,143,237,42,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1433810,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1571175,3,2,0,4,4,4,0,2,2,3,1,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1961233,206,4,17,45,126,189,43,125,261,438,41,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1984698,1,14,1,0,0,1,0,0,1,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1166870,6,2,0,111,201,306,19,55,73,76,33,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1334955,64,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.74,0,"Yes","No","No","Yes","No","No" +1707553,2,12,0,21,21,27,4,12,33,47,1,"No",6,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1357077,0,2,0,142,142,142,0,0,0,0,25,"No",0,0.1,0.17,0,"No","No","No","Yes","No","Yes" +3034644,41,13,0,0,0,0,1,2,3,4,5,"No",0,0.42,0.64,0,"No","No","No","Yes","No","No" +3113566,13,2,65,50,50,150,21,76,142,187,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1153239,16,8,0,118,190,262,13,61,125,178,43,"No",0,0.74,0.76,0,"No","No","No","Yes","No","Yes" +2858348,22,2,0,0,0,2,0,5,9,15,0,"No",0,1,0.55,0,"Yes","No","No","Yes","No","No" +2272269,6,2,0,4,8,14,0,16,21,28,1,"No",0,0.85,0.93,0,"No","No","No","Yes","No","Yes" +1611776,0,12,0,2,2,3,2,3,3,3,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","Yes" +1671494,156,8,0,0,0,150,18,51,109,189,25,"No",0,0.44,0.23,0,"No","No","Yes","Yes","No","Yes" +1466190,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2921631,553,4,158,949,1950,2990,356,1143,2373,3539,299,"No",0,0.98,0.94,1,"No","No","No","Yes","No","No" +2811183,180,8,0,0,0,0,10,15,25,40,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2238883,2,9,0,0,0,0,2,2,2,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1282612,24,12,0,0,0,0,0,0,0,0,2,"No",0,-99,1,0,"No","No","No","Yes","No","No" +2117455,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1483228,-11,12,0,33,38,45,2,6,15,22,8,"No",0,0.22,0.26,11,"No","No","No","Yes","No","Yes" +3255376,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1529899,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2246454,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1531406,711,2,216,1560,3120,4500,559,1442,2570,2978,426,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1563823,4,2,0,0,0,0,1,2,3,4,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2292453,87,8,44,142,267,392,36,177,341,480,28,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1365420,52,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1317018,10,8,0,31,85,121,22,47,80,133,27,"No",0,0.9,0.86,18,"No","No","No","Yes","No","No" +1952071,5,NA,0,4,8,12,4,10,14,15,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1352751,8,8,1,0,0,0,0,1,4,9,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2248163,21,12,0,0,0,0,0,1,2,2,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2814442,6,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1479858,47,17,0,0,0,0,0,1,2,5,1,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +3056831,8253,8,0,0,0,0,0,4,8,12,0,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +2031609,87,8,0,0,0,0,2,11,19,29,2,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2005510,29,12,25,412,712,1048,112,370,633,882,36,"No",24,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2226129,2106,2,0,471,1584,1898,216,762,1970,3309,363,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1520990,12,2,0,100,100,200,25,67,92,108,0,"No",0,0.67,0.79,0,"No","No","No","Yes","No","Yes" +1512490,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2170222,15,8,0,2,2,2,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2186042,613,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2996096,502,12,12,0,250,250,15,42,75,117,23,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1926473,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.82,0,"Yes","No","No","Yes","No","No" +3103815,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +2967861,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1720727,3,12,0,12,18,24,2,12,15,22,5,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1528477,665,8,397,900,1500,2250,491,960,1878,2632,304,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1797167,3,2,0,24,48,60,4,8,13,13,0,"No",0,0.69,0.71,0,"Yes","No","No","Yes","No","Yes" +2282948,9,8,7,27,67,103,10,37,58,92,15,"No",0,0.4,0.43,0,"No","No","No","Yes","No","No" +1182345,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1295497,0,12,0,3,5,6,1,7,13,16,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1600806,11,2,0,6,12,18,1,2,5,10,1,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2846848,229,8,85,100,100,300,33,99,237,391,52,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2242650,6,4,0,0,0,0,0,0,4,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1220276,4,2,0,0,0,10,2,2,3,6,2,"No",0,1,0.88,0,"No","No","No","Yes","No","Yes" +1537359,102,52,0,0,0,0,4,6,12,24,6,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2874214,73,8,5,40,70,110,21,42,74,168,25,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1441377,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1668000,8,8,4,0,0,0,0,0,0,3,2,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +1165070,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.31,0.34,0,"Yes","No","No","Yes","No","Yes" +2186420,11,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2196946,259,2,0,0,0,0,7,23,39,50,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1801433,8,8,0,0,0,0,5,9,13,25,2,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +2916109,187,8,86,95,188,282,38,125,230,344,49,"No",0,0.44,0.23,0,"No","No","No","Yes","No","No" +1876805,8,2,0,18,18,18,15,23,23,23,0,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","Yes" +2825215,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1761673,92,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1981583,18,8,0,11,22,33,2,4,26,35,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3075252,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2255506,36,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.24,0,"Yes","No","Yes","Yes","No","No" +2112054,2,4,0,2,5,7,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1189637,1,8,0,16,22,28,6,12,20,31,1,"No",3,0.42,0.41,0,"No","No","No","Yes","No","Yes" +1796328,1,9,0,2,2,2,0,2,3,3,2,"No",2,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3168804,106,9,23,148,328,483,43,153,367,595,33,"No",0,0.61,0.69,0,"No","No","No","Yes","No","No" +1286521,-92,NA,0,0,0,0,20,74,248,361,22,"No",0,-99,-99,0,"No","No","No","No","No","No" +1114031,1,2,0,10,10,10,1,1,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1322464,32,2,32,0,0,0,0,0,0,0,0,"No",0,0.87,0.81,0,"Yes","No","No","Yes","No","No" +3242616,0,2,0,14,14,14,0,0,0,0,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","Yes" +1547539,173,12,6,0,270,270,25,80,175,280,37,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +3079770,597,3,204,1115,2363,3563,371,1080,2199,3225,281,"No",0,0.75,0.66,0,"No","No","No","Yes","No","No" +1440176,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +1745064,283,8,0,0,0,0,0,25,47,102,2,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +3061363,4,8,0,0,2,4,0,2,4,6,0,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +2841931,11,8,0,0,0,0,1,5,10,16,0,"No",0,0.52,0.73,0,"No","No","No","Yes","No","No" +1584360,2,2,0,0,1,2,2,2,2,8,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +2061678,20,8,0,0,2,12,2,6,14,23,3,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1507293,0,2,0,8,14,16,0,0,0,0,0,"No",0,0.79,0.57,0,"No","No","Yes","Yes","No","Yes" +2835195,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2260069,4,4,9,10,20,30,0,3,6,15,3,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2288916,64,2,0,0,0,0,1,5,8,10,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1871378,3,NA,0,0,0,0,9,22,68,91,8,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1501840,27,9,0,34,63,73,9,23,54,74,21,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1521503,12,8,0,20,20,20,1,5,13,23,0,"No",0,0.96,0.98,0,"No","No","Yes","Yes","No","No" +1223102,380,2,74,324,900,1584,97,301,709,941,138,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1880517,1069,8,0,0,636,954,322,686,1566,2816,92,"No",0,0.73,0.52,0,"No","No","No","Yes","No","No" +1964612,20,2,0,20,20,20,0,0,0,0,0,"No",0,0.82,0.77,0,"Yes","No","No","Yes","No","No" +1551236,802,2,350,390,390,780,34,158,368,694,178,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2227270,0,8,0,1,1,1,0,1,1,2,1,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","Yes" +1436991,0,12,0,10,13,17,6,12,14,16,1,"No",2,0.81,0.83,0,"No","No","No","Yes","No","Yes" +3151227,484,2,0,0,0,36,50,98,177,505,70,"No",0,0.85,0.8,0,"No","No","Yes","Yes","No","No" +2023096,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1743678,2,2,0,0,0,0,0,0,1,2,0,"No",0,1,0.83,0,"No","No","No","Yes","No","Yes" +2906179,33,3,0,0,0,0,2,10,22,22,2,"No",0,0.58,0.45,0,"Yes","No","No","Yes","No","No" +2214254,25,52,0,0,0,0,1,1,2,5,1,"No",0,-99,1,0,"Yes","No","No","No","No","No" +2141626,47,8,5,45,69,99,4,25,52,97,19,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1665853,4,2,0,42,74,90,12,22,41,69,18,"No",0,0.09,0.37,0,"No","No","No","Yes","No","Yes" +2909559,64,8,1,52,85,107,12,53,111,180,32,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2880256,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1868671,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1938531,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1690334,6,8,0,0,0,0,1,1,3,5,1,"No",0,0.69,0.71,0,"No","No","No","Yes","No","No" +1437105,34,13,2,225,294,354,32,67,155,306,5,"No",0,0,0,0,"No","No","Yes","Yes","No","Yes" +1302814,140,8,59,212,520,916,138,390,774,1151,85,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +1675279,5,2,0,9,16,23,3,5,12,22,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1412387,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +3141097,6,14,0,0,0,0,0,0,3,9,1,"No",0,0.46,0.4,0,"No","No","No","Yes","No","No" +3205546,10176,2,610,13000,25000,39000,1386,4900,9533,14117,1615,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2215214,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1323733,6,8,0,14,23,29,6,14,38,52,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1710789,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1291691,1189,8,0,0,0,0,15,40,83,143,29,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1313052,0,2,0,34,34,34,0,0,0,0,0,"No",0,0.5,0.49,0,"Yes","No","Yes","Yes","No","No" +1870673,42,8,2,0,20,56,0,4,20,25,4,"No",0,0.09,0.09,0,"No","No","No","Yes","No","No" +3174746,28,12,0,0,0,0,0,0,1,3,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +2964436,10,2,0,0,8,16,1,10,18,23,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2132973,8,2,0,0,0,0,5,35,35,35,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +2995369,0,2,0,1,2,3,2,2,2,3,0,"No",0,1,0.85,0,"No","No","No","Yes","No","Yes" +2833976,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2282587,0,8,0,56,112,168,0,0,0,0,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +2946494,24,2,0,0,0,0,0,0,1,4,0,"No",0,1,0.91,0,"Yes","No","No","Yes","No","No" +3101828,318,8,118,209,453,575,15,145,346,590,160,"No",0,0.76,0.81,0,"No","No","No","Yes","No","No" +1739491,13,8,0,0,4,8,1,6,11,20,2,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1995379,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1436535,37,8,0,0,0,0,2,13,13,13,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2972516,24,8,0,0,0,0,0,2,15,20,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1526496,1122,8,0,0,0,0,0,0,0,5,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3050564,7,9,0,0,0,0,0,0,7,11,0,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +1212793,20,9,0,0,10,10,0,0,12,12,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2814911,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2235138,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.29,0.39,0,"No","No","No","Yes","No","No" +2185672,3,17,0,19,31,31,1,3,10,21,1,"No",0,0.05,0.37,0,"No","No","No","Yes","No","Yes" +1566983,41,8,0,0,0,0,0,0,0,0,2,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +1817664,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.65,0.74,0,"Yes","No","No","Yes","No","No" +2023689,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2141956,4,2,0,0,0,0,10,18,26,34,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +1221320,8,2,0,0,0,0,1,1,1,1,1,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +2309245,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2844776,6,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.5,0,"No","No","Yes","Yes","No","No" +1555088,92,2,19,346,573,786,81,277,509,798,136,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +1855656,660,9,690,243,919,1426,81,1829,3079,4503,32,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1752808,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2274385,0,12,0,6,8,10,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","Yes","Yes","No","No" +1465260,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1667385,0,4,0,7,8,8,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2210870,9,12,9,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2121991,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1760241,113,0,9,117,126,174,22,70,124,183,41,"No",0,0,0,0,"No","No","No","No","No","No" +1469806,0,9,0,3,4,6,2,2,3,4,8,"No",0,0.96,0.98,0,"No","No","No","No","No","Yes" +3203418,4,2,0,0,0,0,2,2,3,3,0,"No",0,0.59,0.73,0,"Yes","No","No","Yes","No","No" +1539698,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +1435822,7,2,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1901411,84,8,76,539,959,1366,116,467,866,1372,252,"No",37,0.48,0.57,2,"No","No","Yes","Yes","No","No" +1424292,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1673646,1,8,0,1,1,1,0,0,1,1,1,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1819873,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1603727,238,8,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2097976,5,8,0,0,0,0,0,0,1,2,1,"No",0,0.84,0.87,0,"Yes","No","No","Yes","No","No" +1340612,1,8,0,2,3,4,5,7,10,15,0,"No",0,0.86,0.92,0,"No","No","No","Yes","No","Yes" +1815314,29,8,5,37,70,92,16,36,62,92,15,"No",0,0.85,0.89,0,"No","No","No","Yes","No","No" +3199256,4,2,0,9,21,33,1,5,5,5,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","Yes" +2221619,329,8,30,500,750,1000,98,332,723,1035,114,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2846548,3,2,0,6,6,6,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1162641,0,9,0,7,11,17,1,6,7,14,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3102095,15,8,0,0,0,0,0,0,2,3,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1830871,259,8,0,0,0,0,0,2,6,11,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1906945,0,2,0,14,20,26,1,4,13,24,2,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1162724,2,2,0,4,6,10,3,11,13,19,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1134557,2,2,10,20,30,50,11,19,32,68,4,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1762412,6,2,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +2034325,3,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3031224,779,52,0,0,0,0,6,37,69,104,27,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1306201,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2142732,40,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1762999,17839,2,2,0,0,0,96,329,606,951,234,"No",0,1,0.73,0,"No","No","No","Yes","No","No" +2085762,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1231426,7,8,0,10,10,24,2,8,13,15,2,"No",0,0.75,0.86,0,"No","No","No","Yes","No","Yes" +1787913,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2955049,28,8,0,0,0,0,0,0,3,4,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1506633,0,2,0,6,8,10,2,3,4,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1462842,74,8,4,137,277,397,28,114,264,346,27,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1375857,42,4,0,40,40,40,2,12,37,59,20,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1816383,2,4,0,0,1,1,0,0,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1561969,205,13,6,0,0,0,16,41,77,145,15,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1608676,0,2,0,10,10,10,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2002425,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +1723843,1,9,0,2,2,2,0,0,0,1,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2208634,0,2,0,50,50,50,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","Yes","Yes","No","Yes" +2089409,4,2,0,10,10,10,2,2,2,2,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +1501630,0,8,0,14,23,23,0,0,0,0,0,"No",8,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +1651533,1,9,1,0,0,0,0,0,1,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1484876,5,13,0,0,0,0,0,0,0,0,2,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1909731,8,2,0,5,15,25,8,22,32,33,2,"No",0,0.84,0.84,0,"No","No","No","Yes","No","Yes" +2877957,10,8,0,0,0,0,1,3,6,8,4,"No",0,1,1,0,"No","No","No","Yes","No","No" +1634127,3,8,0,12,21,27,2,10,19,19,4,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1658378,105,8,39,140,260,360,27,87,179,351,40,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2831121,0,2,0,202,202,202,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +2138070,0,8,0,18,39,57,3,16,23,36,3,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +2132392,2,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2192092,1737,8,0,0,0,0,7,27,88,166,27,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1722255,68,8,4,100,100,205,19,67,117,167,18,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1236508,4,8,0,0,0,0,1,1,1,2,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +3117486,80,8,0,0,0,0,0,0,0,0,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +3232115,183,8,8,114,275,407,47,163,367,566,86,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +1542078,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","Yes","Yes","No","No" +2245753,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1144679,7,12,0,0,0,0,0,0,2,3,2,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1809884,0,2,0,16,27,49,2,8,13,17,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2906614,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +1217341,14,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +3015606,206,8,0,0,0,0,4,18,34,55,4,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3016738,17253,8,0,0,0,0,25,102,177,327,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3012658,112,NA,0,407,646,780,0,0,0,0,50,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1199185,264,20,20,0,196,196,40,125,244,381,53,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1118796,142,3,0,0,0,0,2,2,8,13,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1590302,2,12,0,0,1,1,0,1,2,2,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1322710,0,2,0,18,18,18,0,0,0,0,1,"No",0,0.08,0.16,0,"Yes","No","No","Yes","No","Yes" +1180429,0,8,0,2,3,4,1,1,3,3,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +2286241,353,NA,0,0,0,0,1,3,4,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1616732,202,4,217,376,655,817,171,420,692,940,130,"No",0,0.73,0.78,1,"No","No","Yes","Yes","No","No" +1472720,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1879929,8,4,0,0,0,1,0,0,2,3,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3073873,47,2,4,20,35,65,16,42,89,110,15,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1700044,37,2,0,0,0,0,1,3,3,4,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2245222,9,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1412088,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2178113,87,2,0,0,0,0,0,0,0,0,1,"No",0,0.07,0.24,0,"Yes","No","No","Yes","No","No" +2179689,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2147577,23,12,13,88,148,232,9,62,114,152,19,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3168878,80,NA,0,0,0,0,9,23,51,74,7,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3079132,13,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1139599,0,8,0,10,20,25,1,6,18,26,2,"No",0,0.39,0.57,0,"No","No","No","Yes","No","No" +2899604,6,8,0,0,4,8,1,4,5,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2982245,5,10,0,4,8,12,2,3,9,13,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2264973,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.54,0.56,0,"Yes","No","Yes","Yes","No","No" +1428289,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1894284,69,2,5,324,554,838,78,233,467,674,75,"No",24,0.5,0.53,0,"No","No","No","Yes","No","No" +1484670,1292,8,0,0,0,0,0,0,0,1,28,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2974693,0,12,0,0,12,12,0,0,0,0,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1913007,413,2,91,189,441,630,98,281,547,782,117,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2845701,57,2,0,24,48,72,7,40,76,119,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2068186,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1464760,47,12,0,400,700,900,160,319,553,892,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +2080885,2,8,0,0,0,1,0,0,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1445428,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1831488,71,NA,0,0,0,0,0,0,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1538029,7,9,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3127184,85,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1925651,34,8,49,108,168,264,36,118,228,344,37,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1628453,86,8,0,0,0,0,8,19,37,57,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1535671,0,15,0,18,28,46,7,21,43,54,7,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +2979107,3,8,0,0,0,0,0,0,0,3,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3061361,104,12,0,0,0,0,4,9,16,31,6,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1197235,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +3259032,13,14,0,0,0,0,0,0,3,3,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3134491,377,8,0,0,0,0,8,24,47,66,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1386037,25,12,4,4,8,12,3,6,30,59,5,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2911296,418,8,0,0,0,0,0,1,3,4,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +3254526,84,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1586800,32,8,0,0,0,0,0,11,20,24,0,"No",0,0.02,0.13,0,"No","No","No","Yes","No","No" +3006951,41,8,0,0,0,0,7,17,40,65,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1545190,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2063094,0,2,0,40,60,60,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","Yes" +1907479,5,9,0,0,0,0,0,1,1,1,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2176183,1971,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +2224292,60,4,2,40,80,120,20,73,119,168,24,"No",0,0.68,0.7,0,"No","No","Yes","Yes","No","No" +1825312,-1,0,0,26,46,61,6,15,40,52,1,"No",0,0,0,1,"No","No","No","No","No","Yes" +1940897,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.85,0,"No","No","No","Yes","No","No" +1418381,2,9,0,25,36,47,5,8,12,15,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1680043,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.01,0.01,0,"No","No","Yes","Yes","No","No" +1633917,13,8,0,4,4,4,0,1,7,10,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2304908,15,10,0,33,66,99,6,22,54,78,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1641210,9,12,3,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1518120,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1879405,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1533271,409,8,190,774,1422,2016,267,762,1455,2151,339,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1485077,146,8,0,0,0,0,37,71,209,1565,27,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +1361060,0,12,0,0,0,0,0,1,1,1,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1256939,125,9,0,42,130,242,13,71,165,252,31,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2936828,46,8,27,3,3,3,3,7,22,37,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3178527,1601,4,127,648,648,648,219,610,1258,1826,185,"No",0,0.98,0.99,1,"Yes","No","No","No","No","No" +1610090,21,2,0,24,48,48,8,15,35,56,5,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1656799,2,2,0,8,12,20,5,10,16,21,16,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1582573,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.01,0.01,0,"No","No","Yes","Yes","No","No" +1540024,1158,8,72,900,2100,3000,313,1010,2096,3321,304,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1271950,9,8,0,0,0,10,0,1,4,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1688677,5541,8,0,0,0,0,7,40,65,98,4,"No",0,0.22,0.22,0,"No","No","Yes","Yes","No","No" +1395445,2562,8,378,173,769,1555,276,837,1647,2246,229,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2866197,38,12,0,0,0,0,7,7,7,7,0,"No",0,-99,1,0,"No","No","Yes","Yes","No","No" +2182907,6,12,0,14,14,25,10,19,20,32,5,"No",0,0.95,0.9,0,"No","No","No","Yes","No","Yes" +2853247,1230,8,0,0,9000,9000,77,437,1071,1342,169,"No",0,0,0,0,"No","No","No","Yes","No","No" +1772893,10,2,0,16,16,16,14,27,58,84,0,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +1161361,48,8,2,64,64,64,5,22,42,77,21,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1746372,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2998977,776,8,0,0,0,0,1,3,3,8,0,"No",0,0.35,0.68,0,"Yes","No","No","Yes","No","No" +2013737,0,9,0,383,481,481,0,0,0,0,28,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","Yes" +1968835,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.82,0,"No","No","No","No","No","No" +1159123,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","Yes" +3129537,7,2,0,0,0,1,0,1,3,6,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +1967907,0,12,0,13,21,27,1,7,15,19,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2146245,14,2,0,35,70,110,12,32,35,37,0,"No",0,0.77,0.49,0,"No","No","No","Yes","No","Yes" +1509815,1,8,0,17,26,44,9,20,32,36,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2851004,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.25,0,"No","No","No","Yes","No","No" +1602696,1131,2,881,910,1820,2730,287,794,1670,2585,263,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2818411,1,4,8,8,16,16,6,14,24,33,2,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3252049,30,8,0,0,20,20,1,7,19,31,0,"No",0,0.52,0.56,0,"No","No","No","Yes","No","No" +3182938,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +3232769,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1810418,0,4,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +2274142,8,4,0,0,0,0,0,0,1,1,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3049976,261,8,120,552,1248,1992,171,575,1415,2052,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2050305,21,8,0,0,0,0,0,2,5,10,19,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1237028,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1377026,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1262842,48,2,0,0,0,0,0,46,46,46,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +1536900,2,2,0,4,8,12,0,3,10,17,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1147013,17,NA,0,0,0,0,1,1,2,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2976331,27,NA,0,0,0,0,0,3,4,9,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3182135,229,8,63,240,640,960,83,270,692,1160,74,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1919466,3,8,0,0,0,0,0,0,2,3,2,"No",0,0.93,0.92,0,"Yes","No","No","Yes","No","No" +3210062,41,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1276121,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.83,0,"No","No","No","Yes","No","No" +2848758,129,8,4,54,162,256,35,98,207,332,35,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1257846,9,8,0,0,10,10,1,5,12,21,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1650831,2854,2,669,5010,11110,18010,1441,5195,11885,16594,1358,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3244282,0,12,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1312362,27,8,15,349,569,741,81,204,422,692,40,"No",5,0.48,0.53,1,"No","No","Yes","Yes","No","Yes" +2862340,41,2,0,90,110,110,0,0,0,0,1,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1543228,16,52,0,0,0,0,0,0,0,6,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3200293,4,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1581843,1,8,1,104,104,104,2,6,12,18,15,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","Yes" +3153179,438,2,246,1034,1614,2464,360,1167,1657,2283,390,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2826202,0,8,0,0,1,1,2,2,9,10,1,"No",0,0.54,0.73,0,"No","No","No","Yes","No","Yes" +2862453,0,9,0,186,234,264,0,0,0,11,11,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +1507348,0,2,0,100,120,140,0,0,0,0,0,"No",40,0.24,0.28,0,"No","No","No","Yes","No","Yes" +1717496,45,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.16,0,"Yes","No","No","Yes","No","No" +1456832,0,4,0,1101,1399,1669,0,0,0,0,15,"No",0,0.73,0.78,0,"No","No","No","No","No","Yes" +2255406,3,2,0,1,3,6,0,2,4,7,2,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1940865,60,8,0,20,65,100,19,55,96,127,19,"No",0,0.72,0.72,0,"No","No","No","Yes","No","No" +2111220,10,2,0,0,0,0,0,0,1,1,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1393664,0,9,0,14,22,30,2,7,11,18,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2058250,20,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2850987,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2896324,31,3,0,40,80,144,10,50,102,125,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2022375,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1975096,4,8,0,0,0,0,2,2,4,4,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3088186,3,9,0,0,0,0,0,1,1,1,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1589436,316,2,16,200,550,800,101,281,595,862,146,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3272526,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.34,0.65,0,"No","No","No","Yes","No","No" +3140627,1494,8,202,738,1203,1608,476,945,1455,2139,721,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1120444,0,8,0,15,19,30,3,12,23,32,1,"No",2,0.94,0.96,1,"No","No","No","Yes","No","No" +3193400,955,2,0,0,0,0,1,2,6,8,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1696984,5,8,0,35,53,89,4,18,35,55,4,"No",0,0.14,0.32,0,"No","No","No","Yes","No","Yes" +2238085,4,9,1,1,3,7,0,6,12,13,0,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1722647,0,12,0,14,26,40,2,7,7,13,0,"No",0,0.68,0.65,0,"No","No","Yes","Yes","No","Yes" +1121752,0,2,0,352,442,442,0,0,2,2,62,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1826556,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2055434,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +2216804,30,4,0,232,387,480,32,162,272,383,34,"No",27,0.79,0.67,0,"No","No","No","Yes","No","Yes" +2246740,19,8,0,14,28,42,2,10,22,41,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2158628,51,16,2,0,0,0,6,25,48,66,33,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3262848,659,52,0,0,0,0,3,12,32,46,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2865052,10,2,0,0,0,0,1,1,1,1,3,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1575325,151,2,16,60,120,120,0,0,0,0,15,"No",0,0.85,0.8,0,"Yes","No","No","Yes","No","No" +2850838,44,8,0,0,0,0,0,1,1,3,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1677574,1,8,0,4,8,8,0,2,5,5,0,"No",0,0.76,0.77,0,"No","No","No","Yes","No","Yes" +1721365,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","No","Yes","No","No" +1920676,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1798744,6,4,0,0,0,0,1,4,6,7,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1547287,14,8,1,36,36,36,26,64,109,130,5,"No",0,0.98,0.84,5,"No","No","No","Yes","No","No" +2942184,9,NA,0,0,3,8,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1489402,15,8,7,24,42,60,2,18,39,59,0,"No",2,0.86,0.88,0,"No","No","No","Yes","No","No" +1454267,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1120992,0,4,0,4,4,4,0,0,1,3,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +1980086,17,4,0,0,0,4,2,5,10,16,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1699932,478,NA,0,0,0,0,6,22,38,56,21,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1492110,17,2,0,10,30,60,5,10,32,36,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3020513,8,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3035620,10,2,0,0,0,0,1,4,7,9,0,"No",0,0.76,0.85,0,"No","No","No","Yes","No","No" +1869078,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1541479,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1666641,12,0,0,45,81,117,15,43,73,98,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +3282324,0,8,0,6,12,18,3,6,12,17,1,"No",0,0.49,0.57,0,"No","No","Yes","Yes","No","No" +3032437,20,2,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2135901,1,2,0,0,1,2,1,2,2,2,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +2220511,1697,2,0,0,0,0,0,8,40,58,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +3085849,3,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1964722,28,9,4,17,37,57,7,19,37,66,14,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +3162065,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1710237,579,8,29,1016,1446,2567,568,1970,3304,4359,317,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1829008,0,52,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1215681,77,8,0,0,0,0,2,5,8,9,0,"No",0,0.39,0.17,0,"No","No","No","Yes","No","No" +1454915,5462,NA,7,0,0,0,24,70,147,273,67,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1645254,46,8,0,0,0,0,0,0,0,2,1,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2009625,100,8,0,0,0,0,2,8,20,32,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1435389,8,12,0,0,0,0,0,1,2,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2082606,176,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.9,0,"No","No","No","Yes","No","No" +1251592,14,0,0,11,11,11,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2018144,8,12,8,16,32,48,3,13,30,42,2,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1667360,259,8,0,325,585,910,85,271,545,852,98,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1456374,2,8,0,600,600,600,11,47,93,134,16,"No",0,0.73,0.6,0,"No","No","No","Yes","No","Yes" +1321960,2,8,0,0,0,0,0,1,4,5,0,"No",0,0.55,0.66,0,"Yes","No","Yes","Yes","No","No" +1735600,31,2,0,300,450,600,61,104,131,133,0,"No",0,0.51,0.51,0,"Yes","No","No","Yes","No","Yes" +1168572,10,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1720576,9,8,0,16,24,40,0,14,28,50,6,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1699314,368,12,0,80,240,320,36,178,381,534,84,"No",0,1,0.96,0,"No","No","Yes","Yes","No","No" +2116608,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +2292696,12,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3197988,9,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1189878,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1918083,12,12,0,13,30,64,6,21,38,59,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1550204,258,2,12,72,288,360,69,188,391,588,58,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2148726,4,2,0,5,5,5,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1794968,10,2,0,11,25,45,2,9,23,40,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +3206638,64,NA,0,0,0,0,0,5,10,11,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1370956,42,12,0,0,0,0,3,6,15,27,6,"No",0,0.95,0.86,0,"Yes","No","No","Yes","No","No" +2993867,0,2,2,8,13,17,0,0,0,0,2,"No",0,0.73,0.36,0,"No","No","No","Yes","No","No" +2960035,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1325279,6,3,0,0,15,15,0,0,0,0,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +2069881,11,8,0,19,57,76,6,21,35,49,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1281447,2,9,0,4,14,30,5,9,27,35,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2032089,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1530564,45,8,0,0,0,0,0,0,0,2,0,"No",0,0.88,0.8,0,"Yes","No","Yes","Yes","No","No" +1305587,163,2,0,0,0,0,7,21,53,83,3,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1341969,4,2,0,0,1,2,0,0,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1492397,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2984341,6,8,0,500,500,500,0,0,0,0,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +1465958,-3,16,0,19,19,19,0,12,16,18,8,"No",0,0.38,0.44,3,"No","No","No","Yes","No","Yes" +3013214,329,8,85,480,768,1056,146,420,719,1110,129,"No",0,0.73,0.82,0,"No","No","No","Yes","No","No" +1605095,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1702443,11,8,0,22,22,22,7,17,32,37,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3082026,373,8,88,14,130,188,14,65,126,231,33,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3032171,853,8,66,0,63,252,87,315,579,1021,68,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +1687752,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1806790,1,8,0,1,1,2,0,1,1,1,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +2090566,1,8,0,4,4,4,3,4,7,12,2,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1924192,302,8,21,0,128,192,46,127,233,348,44,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2810802,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1604777,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1304255,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","Yes","Yes","No","No" +2810345,5,2,0,12,28,36,5,13,27,31,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1296989,15,8,28,56,56,84,28,88,147,176,34,"No",0,0.55,0.55,0,"No","No","No","Yes","No","No" +1745651,15,8,0,0,0,0,0,2,3,7,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2312336,19,8,0,96,192,288,28,63,106,203,15,"No",0,0.75,0.73,0,"No","No","No","Yes","No","Yes" +1746107,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.89,0,"No","No","Yes","Yes","No","No" +2182137,24,2,59,256,476,716,30,30,30,30,20,"No",20,0.19,0.51,0,"Yes","No","No","Yes","No","Yes" +1439773,-1,8,0,15,15,15,1,7,30,35,8,"No",0,0.33,0.57,2,"No","No","No","Yes","No","Yes" +2899287,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.4,0.42,0,"Yes","No","No","Yes","No","No" +1772090,188,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3168915,43,8,1,24,48,72,4,24,54,81,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2239571,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2990612,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1854795,27,12,147,52,52,125,32,79,145,223,25,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +2306217,87,0,17,200,200,200,30,75,146,233,35,"No",0,0,0,0,"No","No","No","No","No","No" +1841683,43,2,0,0,0,0,0,2,3,3,0,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +2266388,578,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1427802,0,2,0,10,10,10,0,0,0,0,2,"No",0,0.91,0.94,0,"Yes","No","Yes","Yes","No","Yes" +1523881,0,8,0,11,13,15,5,7,13,23,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1988134,32,12,0,38,54,102,3,15,50,61,16,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1496684,7,8,0,5,10,10,0,3,6,14,6,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1668552,22,2,0,0,0,0,0,1,2,2,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1159215,6,4,0,0,0,0,1,2,2,2,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +3230301,13,8,6,19,43,55,3,14,35,63,17,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2152802,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1493272,67,4,39,101,169,256,23,89,223,293,17,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1335747,0,8,0,16,21,31,9,21,45,60,3,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3111614,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.75,0,"No","No","Yes","Yes","No","No" +1132908,3,8,0,0,0,1,1,1,3,5,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3079455,8,8,0,5,10,15,0,4,8,12,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2861121,1,8,0,48,60,84,15,43,56,89,3,"No",0,0.55,0.4,0,"No","No","No","Yes","No","Yes" +1808725,2,9,2,14,19,24,7,8,12,19,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +3246916,2,NA,0,0,0,0,3,5,19,22,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1265239,22,8,0,0,0,0,0,4,6,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1708482,0,12,0,6,7,7,5,6,6,6,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1978143,102,9,0,0,0,0,3,22,44,49,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1543653,18,8,0,100,200,250,21,57,94,170,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2280856,2,9,0,0,8,8,0,2,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1465124,1,12,1,0,0,0,0,0,2,2,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2261978,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1630989,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1690632,9,2,0,0,0,0,2,5,8,12,0,"No",0,0.68,0.64,0,"No","No","Yes","Yes","No","No" +1221103,489,8,117,674,1304,1952,187,682,1388,2104,177,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +1120678,48,8,66,3402,5508,7695,1198,2623,4789,6803,611,"No",81,-99,-99,84,"No","No","No","Yes","No","Yes" +1874933,87,8,3,0,200,200,10,35,56,81,18,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1405768,0,9,0,6,6,6,0,2,2,4,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1756499,23,2,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1632186,45,8,0,268,268,407,32,97,206,356,38,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1485740,154,0,26,789,1306,1788,220,588,1158,1745,210,"No",0,0,0,0,"No","No","No","No","No","Yes" +2982883,16,52,0,0,0,0,3,7,12,20,17,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1550432,10,8,0,0,8,8,0,4,11,19,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1424978,37,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1508658,8,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1121873,14,4,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1846590,25,2,0,11,22,33,1,11,27,53,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1222638,521,12,38,647,1381,1931,204,566,1213,1965,298,"No",54,0.96,0.98,0,"No","No","No","Yes","No","No" +1300412,54,8,0,0,80,80,12,27,39,70,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2834278,71,0,0,0,0,0,3,7,16,20,1,"No",0,0,0,0,"No","No","No","No","No","No" +2840974,12,8,0,135,135,135,2,11,25,40,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2812212,780,8,780,1373,1841,1841,0,0,0,0,226,"No",0,0.81,0.56,0,"Yes","No","No","Yes","No","No" +3147002,19,8,0,0,36,36,1,9,16,30,0,"No",0,0.95,0.94,0,"No","No","Yes","Yes","No","No" +3208068,384,2,21,0,105,327,66,179,337,528,45,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2235077,9,8,0,0,0,0,1,2,6,11,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1688083,20,4,0,10,10,20,3,13,13,29,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2856530,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1607193,3,8,0,0,1,2,0,1,2,2,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1786670,4,8,0,0,0,2,1,2,3,6,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2187939,214,9,0,0,0,0,12,14,18,26,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1302104,58,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2831854,4,2,0,0,5,5,1,3,5,5,1,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2029713,44,8,0,21,21,21,0,0,0,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2129818,327,8,1,66,220,242,61,62,322,322,65,"No",0,0,0.4,0,"Yes","No","No","Yes","No","No" +1578305,1161,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1816590,10849,2,650,6100,12200,18300,2435,5447,15382,22170,1876,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +3184994,8,8,0,0,3,9,0,4,7,8,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1485368,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2839704,1,8,0,99,99,99,1,10,19,24,0,"No",0,0,0.18,0,"No","No","No","Yes","No","Yes" +2932528,1,8,0,2,3,4,1,1,2,2,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1756143,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1772948,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2213156,1,8,1,1,3,5,1,2,3,5,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1834679,5,8,0,10,40,56,2,23,35,64,2,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2938679,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","No" +1163363,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1907392,4,12,0,18,36,36,22,32,43,62,3,"No",0,0.73,0.68,0,"No","No","No","Yes","No","Yes" +2894211,91,8,0,47,79,128,9,32,85,137,44,"No",0,0.76,0.83,0,"No","No","No","Yes","No","No" +1455169,37,52,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1510314,0,12,0,19,25,37,0,7,23,29,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1274924,28,2,1,24,48,80,7,20,48,75,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1586484,242,2,0,0,0,0,0,1,2,2,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1845363,3,8,1,1,2,2,1,2,2,2,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +3096789,30,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1684440,1419,8,0,1000,3000,4000,434,1250,2520,3963,701,"No",0,0.5,0.85,0,"No","No","No","Yes","No","No" +1976562,107,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3104210,0,8,0,7,7,7,0,1,4,8,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2113956,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.93,0,"Yes","No","Yes","Yes","No","No" +1592575,39,8,0,0,0,0,3,11,19,32,3,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2127578,4,9,0,0,0,0,0,2,2,7,1,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1400851,2,52,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.83,0,"Yes","No","No","No","No","No" +2094138,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +2199734,-183,8,60,549,861,1173,505,1072,1942,2109,68,"No",32,1,0.91,183,"No","No","No","Yes","No","Yes" +1872988,4,8,0,64,64,64,9,17,31,50,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2057602,0,8,1,57,57,57,3,3,8,8,2,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2932194,12,2,0,15,30,50,2,14,24,39,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2837678,233,2,0,0,0,0,0,0,1,1,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1600531,126,8,0,0,0,0,5,16,46,46,5,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1703979,9,14,0,0,0,0,0,0,0,1,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1353771,123,8,0,0,0,0,1,44,92,96,6,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +2897069,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2029441,39,8,0,1000,1000,1000,17,110,158,217,31,"No",1000,-99,-99,0,"No","No","No","Yes","No","No" +1769032,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1949965,225,8,0,0,300,300,16,86,176,263,22,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1391136,27,2,0,0,0,0,0,3,9,15,0,"No",0,0.99,0.91,0,"No","No","No","Yes","No","No" +2896410,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2131456,154,4,56,170,311,404,40,148,306,480,38,"No",3,0.73,0.78,0,"No","No","No","Yes","No","No" +2073235,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.6,0.47,0,"No","No","Yes","Yes","No","No" +1892278,704,12,0,0,0,0,60,275,675,1038,51,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +3097384,402,8,184,540,540,1080,80,322,652,928,113,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +1358121,-1,8,0,15,31,39,5,11,13,17,2,"No",0,0.94,0.95,1,"No","No","No","Yes","No","Yes" +1321717,33,8,0,5,20,30,5,14,24,31,0,"No",0,0.59,0.5,0,"No","No","No","Yes","No","No" +2921369,104,10,0,96,160,256,47,113,218,316,56,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3113008,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3152489,8,9,1,0,4,6,0,1,5,9,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2153125,32,8,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2847614,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1769817,3,8,0,0,0,0,0,0,1,2,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1625218,4,8,10,0,14,28,2,8,15,27,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1322773,6,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1391134,404,4,110,0,0,150,35,162,305,380,38,"No",0,1,1,0,"No","No","No","Yes","No","No" +2054925,0,3,0,4,4,4,0,2,4,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2216361,0,8,0,18,18,18,1,4,12,23,0,"No",0,0.05,0.04,0,"No","No","No","Yes","No","Yes" +1464694,2,12,0,22,22,31,4,11,16,29,2,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2848018,1170,2,0,0,0,0,15,89,173,224,0,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1824842,30,2,0,0,0,0,0,1,2,3,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +2020162,4510,8,0,0,0,0,5,16,27,57,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +1134800,0,2,0,12,12,12,0,0,0,0,0,"No",0,-99,0.5,0,"Yes","No","No","Yes","No","No" +1690997,283,8,0,320,640,960,124,311,596,899,101,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2078268,6,8,0,27,27,27,0,1,7,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1989735,31,8,0,0,0,0,0,7,7,8,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1323271,2,8,0,0,0,0,0,1,1,1,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +2168307,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2212928,5,12,0,30,50,60,6,18,28,52,0,"No",10,0.73,0.76,0,"No","No","Yes","Yes","No","Yes" +2314114,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1378567,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3140818,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1171702,20,8,0,0,0,0,0,0,1,6,1,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1963772,1341,2,496,1250,2750,3500,369,1238,2554,4064,305,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3200597,1,8,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +1579574,49,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1629851,61,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2302575,75,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","No","Yes","No","No" +1228948,0,2,0,86,140,158,0,0,4,5,8,"No",0,0.91,0.86,0,"Yes","No","Yes","Yes","No","No" +1380647,2,9,0,0,0,0,0,0,0,1,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1547529,175,0,0,59,293,449,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1337566,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1759579,10,2,0,0,0,0,3,3,3,3,1,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","No" +1859128,-1,2,0,20,40,60,3,21,46,65,2,"No",0,0.32,0.27,1,"No","No","No","Yes","No","Yes" +2060985,87,8,0,0,0,0,0,1,2,2,2,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1703207,9,12,8,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1951641,23,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2836579,224,8,29,160,280,420,63,187,391,567,108,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +3069864,108,8,9,117,257,377,34,138,247,373,50,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1967888,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.87,0,"No","No","No","Yes","No","No" +2803906,8,2,0,6,14,26,7,12,23,25,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1848945,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +3256185,10,2,0,0,0,0,0,1,1,1,1,"No",0,-99,1,0,"Yes","No","No","Yes","No","No" +2870827,4,2,0,3,5,5,0,4,4,5,0,"No",0,0.51,0.61,0,"No","No","No","Yes","No","No" +3251153,47,NA,0,0,0,0,0,0,2,5,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2094342,2,12,0,31,47,63,8,31,67,94,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3181812,20,2,0,0,0,0,0,2,3,13,2,"No",0,0.75,0.63,0,"Yes","No","No","Yes","No","No" +1338347,293,8,34,400,600,1000,158,488,786,1121,149,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2024749,0,2,0,14,21,35,2,7,16,26,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +2958714,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2210272,2,8,0,1,1,2,4,8,11,22,0,"No",0,0.84,0.87,0,"No","No","No","Yes","No","Yes" +1520826,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1660724,236,8,71,938,1378,1698,278,770,1403,2265,387,"No",60,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +2957664,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1285014,0,2,0,5,5,5,0,0,0,1,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1254066,716,16,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.68,0,"No","No","No","Yes","No","No" +1260606,1,12,0,17,30,43,5,17,28,39,0,"No",0,0.86,0.86,0,"No","No","No","Yes","No","Yes" +1277921,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1235288,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.75,0,"No","No","No","Yes","No","No" +2093161,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2055673,47,9,0,0,0,0,2,8,14,27,0,"No",0,0.86,0.84,0,"Yes","No","No","No","No","No" +1757124,39,3,64,80,175,276,49,125,199,285,41,"No",0,1,1,1,"No","No","No","Yes","No","No" +1145412,308,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1728159,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1954290,5,2,0,0,1,2,0,1,4,4,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3148421,1,8,39,186,243,300,88,187,256,341,33,"No",0,0.26,0.37,33,"No","No","No","Yes","No","No" +1328653,0,8,0,3,3,4,2,2,2,7,3,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +2067541,2,8,0,7,17,17,3,8,14,19,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1727362,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1742624,40,8,0,0,0,0,0,0,2,6,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1851798,27,12,0,1,1,1,1,4,15,24,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1334991,119,8,8,76,216,308,34,117,231,363,45,"No",0,0.5,0.63,0,"No","No","No","Yes","No","No" +1482423,14,2,0,0,0,0,0,0,5,5,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1525959,168,8,4,408,738,1158,121,399,791,1152,50,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1256062,0,8,0,5,6,6,0,0,0,3,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","Yes" +1902250,78,2,0,0,0,0,2,11,33,42,0,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +2929923,93,52,0,0,0,0,2,2,5,6,1,"No",0,0.98,0.99,0,"Yes","No","No","No","No","No" +1951440,23,2,0,0,0,0,0,2,5,5,1,"No",0,0.83,0.86,0,"Yes","No","Yes","Yes","No","No" +1559001,27,NA,0,0,0,0,8,15,31,43,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1572914,10,2,0,0,0,0,0,0,0,3,1,"No",0,0.82,0.9,0,"Yes","No","No","Yes","No","No" +2882070,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1157671,1,4,0,0,1,1,0,0,1,3,2,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +3050113,304,12,2,44,209,354,21,135,334,545,43,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2984176,2732,2,629,1728,4626,7992,1020,3097,5932,8620,826,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1242996,0,12,0,5,6,9,1,5,6,6,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +2112373,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1814047,0,12,0,6,9,12,3,6,9,11,1,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1895833,376,8,235,2250,3600,4350,408,1264,2347,4214,414,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1474621,66,5,9,87,201,372,37,119,240,329,27,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3280376,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1286940,2,8,0,0,1,1,0,0,1,3,2,"No",0,0.69,0.81,0,"No","No","No","Yes","No","No" +1750989,9,8,0,0,0,2,1,3,9,13,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3104299,17,8,1,3,6,12,4,8,18,29,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2210702,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1280936,24,8,0,0,0,0,0,1,1,2,0,"No",0,0.52,0.78,0,"No","No","No","Yes","No","No" +1416118,50,8,0,0,0,0,2,6,10,12,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2137075,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3159271,252,12,228,0,287,522,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +2160947,2,2,1,16,28,44,7,34,71,73,0,"No",4,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1516758,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1463586,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +2021995,-79,12,0,274,280,316,80,189,221,292,28,"No",0,0,0.25,80,"No","No","No","Yes","No","No" +1603508,434,16,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.35,0,"No","No","No","Yes","No","No" +1631160,246,8,229,0,110,110,89,171,511,704,25,"No",0,1,1,0,"No","No","No","Yes","No","No" +1880331,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2182308,35,9,0,0,10,15,5,18,37,60,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +2953825,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +3126091,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1536299,1,2,0,0,1,2,0,0,1,1,0,"No",0,0.99,0.83,0,"No","No","No","Yes","No","No" +3161391,78,2,0,0,0,0,0,0,0,0,13,"No",0,0.79,0.85,0,"No","No","No","Yes","No","No" +2932628,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1502604,22,12,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.79,0,"No","No","No","Yes","No","No" +1115941,3,0,0,12,26,38,5,16,29,42,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +2929570,2,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1417384,165,8,64,123,298,406,71,229,493,826,157,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +1156043,973,8,1,0,0,0,25,67,102,189,56,"No",0,1,1,0,"No","No","No","Yes","No","No" +1139303,35,8,0,317,558,792,60,222,389,558,87,"No",21,0.81,0.89,1,"No","No","No","Yes","No","Yes" +1829895,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2884575,20,8,0,0,0,0,1,5,16,23,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2118893,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1497739,41,8,8,20,47,83,8,28,58,84,19,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2265945,54,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","Yes","Yes","No","No" +1526056,0,2,0,24,24,24,0,0,0,0,0,"No",20,0.78,0.69,0,"Yes","No","No","Yes","No","Yes" +1374035,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1512280,323,8,59,125,250,375,56,175,301,461,50,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1628831,7,12,0,5,8,11,4,8,16,29,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3209212,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1534968,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1626845,4,NA,0,0,0,0,0,2,8,12,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1262880,0,2,0,21,34,42,0,1,2,2,0,"No",0,0.09,0.06,0,"No","No","No","Yes","No","Yes" +1500712,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1311572,2,9,0,4,6,7,3,6,6,6,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","Yes" +2873644,22,9,23,12,42,72,5,21,45,59,1,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1735364,1548,8,0,0,0,0,0,1,5,5,2,"No",0,0.95,0.99,0,"No","No","Yes","Yes","No","No" +1780071,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1833023,2,8,0,12,20,28,11,17,22,22,0,"No",0,0.62,0.62,1,"No","No","Yes","Yes","No","Yes" +1539569,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.62,0,"No","No","No","Yes","No","No" +1815255,9,9,0,0,0,0,0,0,1,4,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3084765,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2853928,6,8,0,0,0,0,0,0,1,1,0,"No",0,0.2,0.5,0,"Yes","No","No","Yes","No","No" +1257437,94,8,0,0,0,0,0,2,3,10,1,"No",0,0.73,0.88,0,"No","No","No","Yes","No","No" +1907110,18,8,0,6,18,30,0,4,19,31,1,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1548824,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1197654,16,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3051311,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1995274,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1254789,4,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1675275,40,12,0,15,54,84,7,34,91,118,5,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2281872,3,8,0,14,30,38,7,24,40,59,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1293788,76,8,19,28,103,148,19,61,126,278,28,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +3006258,17,4,10,7,14,28,1,8,18,67,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1233211,8,8,0,288,396,396,1,132,300,373,20,"No",0,0.47,0.66,0,"No","No","No","Yes","No","Yes" +2109123,46,8,3,1125,1725,2333,232,893,1484,2231,321,"No",40,0.41,0.58,33,"No","No","No","Yes","No","Yes" +1934852,5,2,1,2,3,4,2,5,5,5,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1765987,5,12,0,0,0,2,1,1,3,7,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1538948,29,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1186899,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.72,0,"Yes","No","No","Yes","No","No" +3259262,52,9,62,36,92,116,9,255,278,293,34,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1447382,84,8,0,0,0,0,5,14,33,65,2,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1929062,13,8,0,0,0,0,0,1,1,2,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2850767,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +3125998,5,2,0,1,4,7,1,1,3,8,1,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +1722575,-7,17,1,27,27,27,2,15,39,41,3,"No",0,0.82,0.83,8,"No","No","No","Yes","No","Yes" +1645447,-3,NA,7,0,0,0,5,21,45,73,21,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3246558,67,2,0,0,0,0,7,22,38,59,0,"No",0,1,0.85,0,"No","No","Yes","Yes","No","No" +3262810,369,8,572,1488,2544,3828,400,2182,3694,5069,515,"No",234,0.92,0.91,0,"No","No","No","Yes","No","No" +1448419,9,2,0,20,48,72,11,27,64,87,0,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +3210593,46,4,2,40,80,120,16,38,93,133,33,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2136327,113,4,100,100,215,290,63,139,227,325,39,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1366986,284,12,47,489,843,1197,121,486,933,1426,92,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1864879,2,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.16,0,"Yes","No","Yes","Yes","No","No" +1887941,11,12,0,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1535808,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1664286,12,12,0,0,0,0,1,1,4,5,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +1746097,2,3,0,7,11,18,1,7,15,19,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1136261,47,8,3,66,118,170,14,59,110,189,16,"No",0,0.82,0.78,0,"No","No","Yes","Yes","No","No" +1238267,20,8,0,0,12,21,2,18,25,47,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1623837,130,8,0,105,181,276,29,73,164,260,43,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1622914,778,8,459,1443,2235,2919,149,662,1466,2545,336,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1612857,283,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +2237398,1,2,0,22,22,44,3,11,21,26,0,"No",0,0.66,0.67,0,"No","No","Yes","Yes","No","Yes" +1458034,5,16,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2213047,34,8,0,0,0,0,1,1,11,15,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +3246187,8,8,0,0,0,0,0,0,0,0,2,"No",0,0.83,0.85,0,"No","No","Yes","Yes","No","No" +1782471,39,8,0,109,109,109,0,0,62,65,39,"No",0,0.09,0.09,0,"No","No","No","Yes","No","No" +3033641,12,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2899476,3,8,0,10,10,20,1,5,14,16,0,"No",0,0,0.08,0,"No","No","No","Yes","No","No" +1802090,1,8,0,0,0,1,1,1,1,1,0,"No",0,0.86,0.85,0,"No","No","No","Yes","No","No" +2861115,4,9,0,4,4,5,0,3,6,9,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1683526,0,2,0,7,8,11,3,3,4,7,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","Yes" +1395725,2,2,0,3,5,8,1,2,5,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1424168,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1569782,55,8,4,23,46,69,11,43,80,123,15,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1752041,7,2,0,0,0,0,1,2,2,2,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +3019105,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1292684,212,17,1,0,0,0,8,40,78,135,68,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +2889722,128,3,2,48,96,152,21,61,137,241,45,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1267153,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1935251,1,6,1,1,2,3,0,1,2,2,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1373448,5,2,0,0,1,1,0,0,0,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1734826,15,8,1,6,12,18,1,7,20,24,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1921201,0,12,3,2,5,6,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2837896,94,8,65,453,696,1020,91,281,518,729,91,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1373212,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +2113759,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1241675,197,12,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1485107,0,8,100,1750,3100,4500,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1697492,22,2,0,0,0,0,0,0,1,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2835861,32,8,0,0,0,0,2,2,6,14,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","No" +2005921,12,2,0,0,0,0,2,4,7,9,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2853718,14,8,0,0,0,0,0,0,0,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1358281,1,4,4,4,8,12,0,3,7,10,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3218549,22,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2899029,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1260820,3,8,0,0,0,0,1,18,28,41,1,"No",0,0.72,0.9,0,"No","No","No","Yes","No","Yes" +1215333,16,12,0,14,14,14,8,9,10,30,5,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +3129623,60,12,0,60,60,60,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1387616,13,12,0,21,45,78,12,38,67,99,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1958914,2,8,0,0,0,1,0,0,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2902909,100,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2104307,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2927109,19,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1531713,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2142773,18,4,1,0,4,8,1,5,9,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3024688,-9,8,19,760,1080,1480,157,457,884,1328,168,"No",40,0.78,0.8,15,"No","No","No","Yes","No","Yes" +1979365,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2921816,522,2,114,647,1236,1942,186,561,958,1118,136,"No",0,0.97,0.95,0,"No","No","Yes","Yes","No","No" +1518867,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1642045,139,8,0,0,0,0,3,4,5,7,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3082138,129,8,0,0,120,120,4,17,120,196,4,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1494079,0,2,0,2,2,2,0,0,0,0,0,"No",2,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +1717016,487,8,102,444,624,804,111,284,591,1273,158,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +2923028,70,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","Yes","Yes","No","No" +1822940,40,8,0,0,0,0,2,3,4,9,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1727883,100,8,0,0,0,0,2,7,20,28,3,"No",0,0.87,0.84,0,"No","No","No","Yes","No","No" +1558084,807,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.7,0,"No","No","Yes","Yes","No","No" +1953022,340,2,338,1212,2292,3360,516,1440,2451,3292,311,"No",0,0.9,0.86,9,"No","No","No","Yes","No","No" +1619988,4,8,3,6,12,14,0,4,8,13,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3227111,1018,52,0,0,0,0,0,0,0,0,0,"No",0,0.26,0.26,0,"Yes","No","No","No","No","No" +1580984,0,8,0,3,4,5,0,2,4,5,1,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","Yes" +1799803,37,9,0,43,71,73,7,22,42,65,6,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +2026903,4,8,0,57,97,127,10,33,54,82,3,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1905253,6,8,0,0,0,0,1,1,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3245091,655,9,0,0,0,0,75,181,314,468,264,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1672674,1,9,0,8,8,8,1,1,6,14,0,"No",2,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2905327,10,8,0,0,0,0,1,1,1,1,2,"No",0,0.98,0.92,0,"No","No","Yes","Yes","No","No" +1789205,5,2,0,0,4,4,0,1,1,1,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1409743,6,9,0,0,0,0,1,1,1,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1874430,17,NA,0,0,0,0,0,0,0,6,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2236094,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2082757,7,8,0,20,40,60,2,12,22,37,5,"No",0,0.94,0.94,0,"No","No","No","Yes","No","Yes" +1205631,1812,2,0,0,0,0,8,8,8,8,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3086541,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","Yes","Yes","No","No" +1260909,27,8,0,0,7,14,5,23,49,74,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2051644,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1316273,3,9,0,0,1,2,0,0,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2829649,203,2,8,0,14,56,25,73,148,233,36,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2203024,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1402104,0,2,0,16,16,16,0,0,0,0,1,"No",0,0.1,0.17,0,"Yes","No","No","Yes","No","Yes" +1713353,6,8,0,4,8,12,1,3,12,15,1,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +3227042,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.89,0,"No","No","No","Yes","No","No" +1569776,4,8,3,21,39,51,8,21,37,53,3,"No",0,0.76,0.72,0,"No","No","Yes","Yes","No","No" +2978156,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +3076150,4,9,0,0,0,0,1,1,1,1,2,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +3093679,46,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2950282,4,8,0,0,1,3,0,1,2,5,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1863825,10,8,0,12,12,12,1,4,10,25,4,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1869175,42,12,3,36,71,111,10,35,89,136,0,"No",3,0.08,0.12,0,"No","No","No","Yes","No","No" +3222187,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","Yes","No","No" +1807994,0,8,0,4,6,8,1,4,5,5,0,"No",0,0.74,0.73,0,"No","No","No","Yes","No","Yes" +1933779,77,12,0,0,42,63,19,42,92,159,13,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1244695,2425,52,0,0,0,0,33,107,217,303,38,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +2206216,16,8,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2887544,1,4,0,2,4,5,3,5,5,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","Yes" +2819064,1,8,0,6,6,7,4,6,12,13,1,"No",0,0.77,0.76,0,"No","No","No","Yes","No","No" +1541350,0,9,0,0,0,0,0,2,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +3011757,7,8,0,0,0,0,0,0,0,0,2,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1733433,167,4,51,22,84,122,37,106,216,350,60,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1878667,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1410371,1879,8,2,0,0,0,16,68,137,224,38,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1749705,11,12,0,0,0,0,0,1,1,2,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +3267465,25,2,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1846483,1250,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3181408,2,8,0,0,0,0,0,0,0,1,6,"No",0,0.93,0.97,0,"Yes","No","No","Yes","No","No" +2871522,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1931632,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1350813,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1946751,0,8,0,2,2,2,0,0,1,2,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1153813,7,9,26,70,103,136,7,35,59,87,0,"No",8,0.85,0.83,0,"No","No","No","Yes","No","No" +2857673,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1877705,0,8,0,3,4,6,2,3,4,6,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2814580,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3109922,4,8,0,0,0,0,1,1,2,4,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1586487,8,2,0,0,0,0,0,0,2,2,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1536856,50,2,0,0,0,0,3,18,26,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1248866,18,8,0,269,473,686,78,364,589,725,77,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1612220,21,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","No" +2935362,415,8,48,588,996,1416,314,785,1417,2373,167,"No",0,0.98,0.96,0,"No","No","Yes","Yes","No","No" +1866394,103,8,0,0,0,0,0,4,7,10,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2069136,103,8,2,158,158,309,28,68,162,264,25,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1561205,4,8,0,0,0,4,1,4,4,4,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2106313,15,8,0,14,34,54,4,10,27,38,0,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1644877,20,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1534592,1977,12,40,1973,3845,6437,714,2430,5491,8749,507,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +2156251,4,8,0,24,24,24,0,0,1,1,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +3176664,3,8,0,0,0,0,1,1,1,4,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2827995,4,5,0,0,0,0,0,1,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1291782,177,8,0,0,0,0,0,4,14,14,8,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2013882,-7,12,0,10,10,10,0,3,6,7,5,"No",0,0.74,0.74,7,"No","No","No","Yes","No","Yes" +1299947,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.85,0,"Yes","No","No","Yes","No","No" +3186508,0,2,0,5,5,5,3,6,6,6,0,"No",0,0.94,0.96,0,"Yes","No","No","Yes","No","Yes" +3013439,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1319364,4885,52,0,0,0,0,5,10,10,16,0,"No",0,0.96,0.86,0,"Yes","No","No","No","No","No" +1670714,-14,52,0,0,0,0,10,23,37,51,1,"No",0,0.87,0.88,14,"Yes","No","Yes","No","No","Yes" +1727473,-1,8,0,24,32,48,2,14,24,32,0,"No",0,0.51,0.53,1,"No","No","No","Yes","No","Yes" +1349520,4,8,0,0,0,0,0,1,1,2,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1387081,5,9,0,0,0,0,0,0,0,0,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2972634,11,8,1,0,12,18,1,4,12,22,1,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +3088963,0,8,7,0,3,5,0,6,10,15,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +3224132,193,5,0,0,0,0,0,0,1,3,0,"No",0,0.84,0.76,0,"Yes","No","No","Yes","No","No" +2212059,0,12,0,5,5,5,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","Yes" +3019405,10,8,0,0,0,0,0,2,7,15,0,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +2180169,9,4,0,301,461,627,17,30,36,36,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","Yes" +1934815,6,8,0,0,0,0,0,0,0,2,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1213971,5,8,0,9,9,15,0,3,8,14,0,"No",0,0.72,0.77,0,"No","No","No","Yes","No","No" +1665632,1,2,0,0,0,0,218,727,1450,2170,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1831787,112,8,0,0,0,0,13,26,60,108,13,"No",0,0.51,0.45,0,"No","No","No","Yes","No","No" +1365441,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +2973037,27470,2,1,0,0,0,15,46,116,164,37,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +2237079,-4,8,0,7,9,10,10,10,14,15,1,"No",0,0.35,0.37,4,"No","No","No","Yes","No","Yes" +1570458,23,8,0,0,0,0,0,3,5,9,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1245593,2,2,0,2,4,6,1,2,5,9,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1397504,29,52,0,0,0,0,1,6,10,18,6,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2245025,19,8,0,30,75,90,3,16,44,107,10,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +3104254,18,8,0,0,0,0,0,1,1,4,0,"No",0,0.22,0.16,0,"Yes","No","No","Yes","No","No" +2189459,2,9,2,1,5,8,1,3,10,11,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3232996,8,2,0,0,0,0,1,2,4,7,1,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +2091790,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1625508,8,0,0,4,4,4,0,2,3,7,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2289410,13,8,1,0,8,17,1,4,14,20,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1342088,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2193499,41,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1175018,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1123108,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1619241,127,8,35,184,339,493,75,193,375,535,70,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +1275327,327,52,0,0,0,0,0,1,2,2,1,"No",0,1,0.41,0,"Yes","No","Yes","No","No","No" +1548432,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1923560,19,NA,0,0,0,0,1,4,5,7,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1580453,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1548898,128,8,0,0,0,0,2,20,53,74,4,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1915056,145,2,0,0,0,0,4,8,46,85,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2146728,1030,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","Yes","Yes","No","No" +1687577,140,8,34,29,133,237,11,95,217,352,41,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1368115,14,9,0,0,0,0,0,0,3,3,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1846973,0,2,0,472,472,472,0,0,0,0,127,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","Yes" +1650931,371,8,17,0,0,500,44,142,276,434,146,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2250303,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1149317,4,12,0,0,0,2,0,0,2,6,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1469265,466,8,0,54,54,54,10,34,77,237,23,"No",0,0.59,0.61,0,"Yes","No","No","Yes","No","No" +2002402,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1916331,99,2,84,822,1582,2204,141,361,447,477,71,"No",61,0.69,0.69,0,"No","No","No","Yes","No","Yes" +1215194,47,2,0,0,0,0,0,0,11,12,2,"No",0,0.96,0.81,0,"Yes","No","No","Yes","No","No" +1757832,147,8,0,0,120,120,102,199,434,604,81,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1120995,127,8,45,0,60,105,17,68,165,242,31,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1930941,30,4,0,0,0,0,0,0,1,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3149281,0,2,0,18,36,48,5,12,23,34,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","Yes" +2065184,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2154268,0,5,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1679578,130,8,0,0,0,0,0,0,1,1,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3264539,3,8,0,0,1,2,0,1,2,2,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1258203,86,4,14,52,92,132,18,52,100,173,60,"No",3,0.77,0.8,0,"No","No","No","Yes","No","No" +1846523,135,8,28,47,59,179,7,183,235,284,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1641197,25,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1331893,190,3,3,117,209,324,15,227,280,303,45,"No",0,0.5,0.39,0,"Yes","No","No","Yes","No","No" +1966857,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1785430,3,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2027271,193,9,13,200,200,400,30,121,238,368,53,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1426284,29,2,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.66,0,"Yes","No","Yes","Yes","No","Yes" +2975350,508,8,37,70,70,230,127,261,452,745,81,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1132417,54,8,7,288,396,516,122,315,418,736,70,"No",0,0.94,0.86,0,"No","No","No","Yes","No","Yes" +2243480,0,2,0,6,9,15,3,5,14,18,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1999480,18,12,0,0,0,0,0,1,1,2,0,"No",0,0.9,0.89,0,"Yes","No","No","Yes","No","No" +1594330,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2808503,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1125341,7254,NA,17,0,0,0,102,3941,7572,10730,1311,"No",0,-99,-99,9,"No","No","Yes","No","No","No" +1288146,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"No","No","Yes","Yes","No","No" +1897303,7,12,0,1,1,1,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1578818,2,8,0,18,34,50,13,28,52,66,4,"No",0,0.57,0.44,0,"No","No","No","Yes","No","Yes" +3114386,0,8,0,76,124,155,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1672690,7,NA,0,68,105,142,6,22,49,93,22,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1668715,7,2,0,12,29,38,4,15,24,39,0,"No",0,0.85,0.89,0,"No","No","Yes","Yes","No","Yes" +1935922,14,2,0,0,0,0,0,0,5,5,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1574166,4890,8,0,0,0,0,104,365,745,1077,246,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1690032,0,8,4,5,11,15,0,6,7,11,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1127603,588,2,247,701,1519,2197,234,647,828,828,171,"No",0,0.8,0.87,0,"No","No","No","Yes","No","No" +1492969,7,8,0,15,25,40,5,13,26,40,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2949542,7,8,28,28,52,82,0,9,18,25,5,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +3028811,4,9,0,0,0,0,0,1,2,9,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3078355,44,8,2,50,50,100,8,24,56,81,18,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3193142,0,2,0,7,37,37,0,0,0,0,1,"No",5,0.12,0.1,0,"No","No","No","Yes","No","Yes" +2967835,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2185872,154,2,0,200,400,680,65,140,171,177,76,"No",0,1,0.94,0,"Yes","No","No","Yes","No","No" +2886958,2,8,0,21,33,45,2,7,18,29,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1978074,7,8,0,4,8,12,1,5,10,13,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1907919,3194,2,5,0,0,0,87,169,335,576,60,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2161395,84,8,2,200,200,200,13,65,111,257,62,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +2980455,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1712411,7,NA,0,0,0,0,0,0,100,110,5,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1913528,-14,52,0,18,18,18,8,23,35,50,1,"No",0,0.87,0.88,14,"Yes","No","Yes","No","No","Yes" +2891325,65,8,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2175183,2126,8,0,3500,3500,3500,0,0,0,0,0,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1312512,2,8,1,1,3,6,0,2,4,7,2,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3257394,52,9,0,0,0,10,1,7,14,31,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1865523,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1125071,6,8,0,0,0,0,1,2,4,4,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2269724,19,8,0,117,181,245,23,82,155,219,28,"Yes",4,0.96,0.91,0,"No","No","No","Yes","No","Yes" +1211333,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1258464,74,12,75,0,0,0,6,22,48,83,27,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1227403,3,2,0,1,2,3,0,1,2,2,0,"No",0,0.37,0.42,0,"Yes","No","No","Yes","No","Yes" +2063098,0,2,0,13,13,13,2,4,4,4,17,"No",0,0.52,0.41,0,"Yes","No","No","Yes","No","Yes" +1237710,5,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1623266,6,2,2,12,27,41,3,14,34,46,3,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +1976955,4,8,0,0,0,0,0,0,1,1,1,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +1253829,6,12,0,46,69,115,11,31,51,69,6,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +1776931,270,8,0,0,0,0,20,42,178,224,9,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1630809,45,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","Yes","Yes","No","No" +1266377,152,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2871237,163,0,9,0,0,200,17,48,101,146,21,"No",0,0,0,0,"No","No","No","No","No","No" +2987340,-1,4,6,6,8,10,0,6,8,8,2,"No",0,0.73,0.78,1,"No","No","No","Yes","No","No" +2292073,6,8,0,0,0,0,2,2,5,5,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1501673,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","No" +1720525,73,8,4,42,105,147,20,64,123,182,46,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1873653,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +3152771,0,8,0,2,3,5,2,2,4,4,1,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +2994332,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2846115,35,8,9,29,57,90,12,46,74,168,14,"No",0,1,1,0,"No","No","No","Yes","No","No" +1942415,0,8,0,100,100,100,5,17,36,54,5,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1911327,56,8,1,62,113,181,28,68,132,194,28,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2011696,351,8,0,0,0,0,0,1,1,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2110251,121,0,6,0,408,408,14,64,119,194,25,"No",0,0,0,0,"No","No","No","No","No","No" +1748045,2,2,0,2,5,6,3,10,17,36,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1958331,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3089916,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1229636,4,52,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.77,0,"Yes","No","No","Yes","No","No" +3073227,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1807777,10,2,0,0,0,0,0,0,0,5,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1448109,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3136005,403,8,157,1200,2000,2800,156,790,1254,2011,131,"No",0,0.9,0.92,1,"No","No","No","Yes","No","No" +1667453,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2248074,33,8,0,0,0,0,7,16,29,57,75,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +2813794,4,2,3,2,4,5,0,0,0,0,1,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1142492,1,8,0,35,70,70,8,27,43,69,4,"No",0,0.76,0.88,0,"No","No","No","Yes","No","Yes" +3009614,71,2,0,1,26,26,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1863166,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2975929,143,8,0,0,0,0,0,1,9,12,3,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +2942831,1336,2,300,2312,4529,6813,517,2477,3833,3836,534,"No",0,1,0.88,0,"No","No","No","Yes","No","No" +2095955,109,8,2,7,22,32,29,51,86,171,21,"No",3,0.61,0.78,0,"No","No","No","Yes","No","No" +1228647,16,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1987750,13,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3021413,229,2,4,98,196,294,28,95,217,349,63,"No",0,1,1,0,"No","No","No","Yes","No","No" +2011476,1,8,0,64,64,64,1,5,10,19,0,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1384455,0,2,0,4,7,9,2,4,8,11,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1774500,3,9,1,1,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1788257,69,2,77,220,355,490,97,221,319,480,52,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2173562,125,8,0,0,0,0,0,25,50,100,0,"No",0,0.68,0.77,0,"Yes","No","No","Yes","No","No" +1146403,0,2,0,5,7,7,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2028335,124,8,13,40,80,120,19,61,110,188,35,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2042496,9,9,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1271953,65,2,51,100,160,260,67,161,279,373,57,"No",0,1,0.99,1,"No","No","No","Yes","No","No" +1257188,2,2,2,7,21,38,5,14,38,51,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3149539,5,2,5,0,1,1,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +3099628,683,2,0,0,0,0,5,5,30,140,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1738093,10,8,0,0,0,12,0,1,7,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2906137,187,10,0,0,0,400,29,52,120,231,42,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2809334,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1456456,12,2,12,0,0,0,0,0,0,0,0,"No",0,0.33,0.16,0,"Yes","No","No","Yes","No","No" +2937585,449,12,262,947,1527,2227,420,1073,2033,3514,341,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2187675,75,8,60,747,1083,1323,165,493,899,1311,216,"No",48,0.53,0.54,8,"No","No","Yes","Yes","No","Yes" +1189096,5,8,0,0,2,4,0,0,5,6,0,"No",0,0.48,0.39,0,"No","No","No","Yes","No","No" +2906176,18,9,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1580102,62,8,510,1410,2295,3315,496,1239,2053,3396,175,"No",0,0.93,0.93,83,"No","No","No","Yes","No","No" +3265948,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1558020,15,2,0,32,76,116,12,58,82,148,6,"No",0,0.45,0.57,0,"No","No","No","Yes","No","Yes" +1331274,-101,8,0,317,317,317,0,0,0,0,2,"No",0,1,0.25,101,"No","No","No","Yes","No","Yes" +2186019,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1604282,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1468285,5,8,0,25,25,25,0,1,4,4,1,"No",0,0.99,0.98,0,"Yes","No","No","No","No","No" +1126731,15,8,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1987847,23475,8,0,0,0,0,0,2,2,13,23,"No",0,0.9,0.77,0,"No","No","No","Yes","No","No" +1869964,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2891012,19,9,0,0,0,0,0,0,2,5,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2230122,5,8,0,0,0,1,2,4,4,4,2,"No",0,0.54,0.65,0,"No","No","Yes","Yes","No","No" +2311511,2,8,0,0,0,0,2,7,10,11,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","Yes" +1345129,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1531110,195,2,0,0,0,0,0,2,5,7,0,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2293433,109,9,0,0,0,0,0,1,3,4,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1978295,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3171160,0,8,0,5,5,5,0,1,1,1,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","Yes" +2136319,0,8,0,7,11,15,4,6,10,15,0,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1779472,109,8,1,0,33,66,12,31,73,124,32,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +1374584,7129,14,1900,11916,25200,38304,4233,12181,23539,35507,3290,"No",0,0.92,0.94,0,"No","No","Yes","Yes","No","No" +1327500,20,8,0,0,0,0,3,6,17,22,10,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1555759,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1390966,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1200648,2,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +2058793,42,12,0,36,72,72,49,55,57,109,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2028440,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2929329,3,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1569038,7,12,16,168,248,312,28,114,206,325,32,"No",12,0.63,0.72,1,"No","No","No","Yes","No","Yes" +1361978,48,2,0,0,0,0,0,0,1,1,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1614559,24,8,0,0,0,0,3,7,9,13,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1810316,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","No" +1844790,45,2,0,0,0,0,1,9,24,49,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1456626,2,4,0,0,0,0,2,4,10,15,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1669303,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1134930,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3138806,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1348470,22,5,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.71,0,"No","No","No","Yes","No","No" +2207616,104,NA,5,0,0,0,26,74,130,214,71,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1925428,15,8,0,0,25,25,2,11,26,38,4,"No",0,0.67,0.52,0,"No","No","No","Yes","No","No" +3210808,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1146149,12,8,0,0,0,7,1,8,15,22,2,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1138478,6,2,0,0,0,0,0,1,3,3,0,"No",0,0.92,0.97,0,"No","No","No","Yes","No","Yes" +1150384,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1879835,0,9,0,2,3,4,1,2,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1463368,1,8,0,0,1,1,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +2139182,46,NA,0,0,0,0,2,3,4,4,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1911098,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2812713,10,8,0,4,8,12,4,11,23,35,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +2932077,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1121213,22,8,0,0,0,0,1,3,3,3,1,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1194388,50,8,0,0,1,41,0,0,0,0,0,"No",0,1,0.95,0,"No","No","Yes","Yes","No","No" +1796763,195,2,0,0,0,0,0,1,1,4,0,"No",0,0.98,0.93,0,"Yes","No","Yes","Yes","No","No" +1205166,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1802955,0,2,0,4,7,8,0,0,0,0,0,"No",2,0.42,0.36,0,"No","No","Yes","Yes","No","Yes" +2103176,184,NA,0,0,0,0,0,2,3,19,10,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2874025,1,8,0,1,1,1,0,0,2,2,1,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +2223668,50,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2306367,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1521636,-2,8,0,12,16,20,8,9,13,16,0,"No",0,0.9,0.88,2,"No","No","No","Yes","No","Yes" +2067065,-225,2,1177,650,1430,2275,1137,3225,5212,7300,277,"No",0,0.5,0.5,99,"No","No","Yes","Yes","No","No" +1277557,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +3233540,9,4,0,0,0,1,0,5,5,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2251922,19,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2087649,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.39,0.18,0,"Yes","No","No","Yes","No","No" +1737499,465,8,3,0,0,0,13,25,44,56,19,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1519556,993,8,29,0,198,396,98,346,643,1070,78,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +2946171,143,14,24,173,319,465,58,161,307,469,44,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +1945463,7,2,0,0,0,0,0,0,0,0,2,"No",0,0.82,0.91,0,"Yes","No","No","Yes","No","No" +3103977,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1454100,4,9,0,0,0,0,0,1,1,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1365550,3,9,0,2,12,15,2,4,14,16,3,"No",2,0.68,0.66,0,"No","No","No","Yes","No","Yes" +3151671,66,8,0,57,114,171,6,52,103,152,15,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2028748,-54,8,24,465,825,1089,82,363,621,1019,290,"No",12,0.84,0.86,60,"No","No","No","Yes","No","Yes" +1195040,1,8,0,3,5,7,1,4,4,5,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +2092962,14,8,0,0,0,0,4,6,11,19,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +2891123,6,52,0,0,0,0,1,2,3,5,1,"No",0,0.92,0.95,0,"Yes","No","No","No","No","No" +1140110,0,3,0,4,4,6,1,4,5,6,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1129242,2661,12,0,0,0,0,19,26,304,772,51,"No",0,-99,0.25,0,"No","No","Yes","No","No","No" +3133730,1076,9,0,0,0,0,0,0,0,16,3,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2306733,68,8,0,1120,1960,2520,323,1089,2042,2974,550,"No",0,0.16,0.1,15,"No","No","Yes","Yes","No","Yes" +1696471,12,8,0,0,0,0,0,2,2,2,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2059225,0,8,0,2,2,3,1,2,2,2,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1271783,0,2,6,5,20,35,7,16,26,41,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3269157,-4,8,2,21,31,39,6,14,26,37,6,"No",0,0.5,0.46,6,"No","No","No","Yes","No","No" +1520432,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1595040,36,8,0,78,104,117,26,38,60,85,32,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1902814,0,9,0,2,3,4,0,2,2,2,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3065781,48,14,0,30,30,30,3,6,30,39,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1830943,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2297237,99,12,0,50,50,50,0,1,1,1,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1239927,0,12,0,21,21,25,1,4,11,19,3,"No",0,0.59,0.58,0,"No","No","Yes","Yes","No","Yes" +1980648,30,NA,0,0,0,0,3,10,24,37,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +3027960,182,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1605834,0,NA,0,4,6,9,0,1,7,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1664355,4,12,0,20,41,58,8,11,24,35,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2187552,0,15,0,3,3,3,1,4,5,12,10,"No",0,1,0.96,0,"No","No","No","No","No","Yes" +2962976,51,12,0,0,0,0,2,15,43,64,9,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +1246874,14,4,6,0,4,10,2,7,15,19,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2073019,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2115772,5,4,0,0,2,2,0,0,0,0,0,"No",0,0.93,0.85,0,"Yes","No","Yes","Yes","No","No" +1446468,52,0,0,160,304,432,50,143,242,373,19,"No",0,0,0,20,"No","No","Yes","No","No","Yes" +3237628,5,NA,0,0,0,0,0,2,2,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1350054,20,8,0,0,0,0,0,6,9,13,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2870820,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +3054795,295,NA,0,0,0,0,8,26,58,98,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1551510,3,12,1,0,0,0,0,0,2,3,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3088437,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +1960271,53,8,0,0,0,0,1,1,4,4,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +2933361,0,2,0,6,7,7,0,0,1,1,0,"No",0,0.68,0.68,0,"Yes","No","No","Yes","No","No" +1407379,24,12,20,60,116,164,30,102,132,194,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1569770,26,9,0,0,0,0,0,0,2,11,0,"No",0,0.9,0.82,0,"Yes","No","No","Yes","No","No" +1742736,5,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1645581,3,8,0,6,14,26,2,11,19,27,2,"No",0,0.75,0.72,0,"No","No","No","Yes","No","Yes" +1740121,6,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2228695,878,NA,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1275916,0,4,0,12,12,12,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1602229,97,9,0,63,189,336,4,47,101,106,24,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1723842,6,11,2,20,20,24,4,31,51,66,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1943587,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3171683,445,12,0,0,0,0,26,95,232,366,242,"No",0,0.92,0.9,0,"No","No","No","Yes","No","No" +1432571,4,16,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1425321,1,13,0,1,1,1,0,0,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2155553,7,9,0,0,0,0,0,1,1,2,0,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +2000096,4,8,0,588,924,1260,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2056609,8,8,0,7,15,23,3,12,25,33,0,"No",0,0.92,0.95,0,"No","No","No","Yes","No","Yes" +1387824,0,8,0,21,31,41,8,16,22,36,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2313596,43,8,0,54,54,108,7,24,56,79,24,"No",0,0,0.07,0,"No","No","No","Yes","No","No" +1530256,495,4,424,374,844,1214,228,613,1193,1673,114,"No",0,0.73,0.78,1,"No","No","No","Yes","No","No" +2841925,31,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3058754,844,NA,0,0,0,0,3,36,50,90,36,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1925145,132,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1320905,36,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2248224,9,12,2,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3113005,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1624761,484,8,526,0,0,525,75,322,661,965,89,"No",0,0.84,0.86,0,"No","No","Yes","Yes","No","No" +2063830,360,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1649460,0,2,0,18,54,54,4,13,21,30,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","Yes" +2089946,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.93,0,"No","No","No","Yes","No","No" +1260635,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3183989,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.74,0,"No","No","No","Yes","No","No" +1441908,0,8,0,30,60,60,10,18,26,36,12,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3026360,125,9,0,52,52,52,4,23,50,85,3,"No",0,0.87,0.82,0,"No","No","No","Yes","No","No" +2815334,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3053127,4,8,0,0,0,0,0,1,3,4,0,"No",0,0.9,0.9,0,"Yes","No","No","Yes","No","No" +2218274,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1704108,3,2,0,30,30,60,3,10,18,24,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1905693,11,8,0,0,0,0,0,1,1,1,0,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1544095,857,NA,546,0,0,0,394,1018,1963,2614,510,"No",0,-99,-99,0,"No","No","No","No","No","No" +1867092,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1173671,26,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1597103,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.4,0,"No","No","No","Yes","No","No" +1718281,471,4,122,447,762,1014,164,425,864,1349,75,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1291884,6,2,0,138,198,246,10,43,83,141,0,"No",72,-99,-99,0,"No","No","No","Yes","No","Yes" +1766595,15,8,0,0,0,3,0,1,2,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1808801,207,2,196,520,1080,1680,276,747,1404,1962,134,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1873136,56,8,6,225,384,510,95,207,330,533,32,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2237427,56,8,0,100,100,100,0,6,15,17,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1602497,5,8,1,19,31,43,0,5,22,33,2,"No",0,0.16,0.16,0,"No","No","No","Yes","No","Yes" +1811080,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2036716,0,8,0,19,28,31,7,11,19,36,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3029031,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1976440,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1315677,192,9,0,0,0,0,13,70,185,291,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +3018092,0,2,0,40,60,80,8,20,47,64,5,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1350925,46,8,0,0,0,0,1,6,13,20,3,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1477885,2,8,0,1,2,3,0,1,1,4,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3165245,20,8,0,0,0,0,0,2,2,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3236430,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1374514,2,8,0,0,0,0,0,0,0,2,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3012778,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2102413,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3267064,9,NA,0,0,0,0,1,3,9,10,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1890673,0,8,0,25,25,25,5,12,19,23,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2137208,10739,8,18,0,0,0,106,342,623,1011,98,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2903590,25,8,0,0,0,0,0,0,0,1,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +1335816,14,9,0,0,0,0,0,0,3,3,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","Yes" +1381078,20,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.75,0,"No","No","No","Yes","No","No" +2867444,66,NA,0,0,0,0,1,1,2,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3175538,1095,12,856,400,1000,1400,168,585,1282,2194,265,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1445287,0,8,0,9,9,11,0,4,8,10,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +2959299,567,8,37,308,784,1288,203,713,1471,2254,210,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1120767,69,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2044168,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1362312,9,8,0,32,32,32,0,7,8,23,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1786524,325,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +3164328,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1469750,7,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"Yes","No","No","Yes","No","No" +1916527,468,NA,34,0,0,0,179,640,1224,1820,234,"No",0,-99,-99,0,"No","No","No","No","No","No" +2095561,34,9,0,0,9,18,0,7,16,38,1,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +3186926,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.8,0,"Yes","No","No","Yes","No","No" +3279402,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +1826250,11,8,0,0,0,0,1,1,1,2,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1709467,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2118287,90,8,0,0,0,0,0,0,0,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1910691,345,2,0,0,0,0,0,1,3,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2817177,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3282310,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1365436,0,NA,0,3,5,7,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +2951277,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1542857,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1549665,0,8,0,1,1,2,0,0,1,1,0,"No",0,0.86,0.85,0,"No","No","No","Yes","No","Yes" +1131761,12,8,0,0,0,0,0,0,0,1,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1504457,7,12,4,12,18,27,4,14,26,40,12,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1298370,9,4,0,0,4,5,1,3,5,13,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2044449,20,4,0,0,0,0,1,1,3,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1681134,2,9,0,1,2,3,0,2,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2884884,31,10,0,0,0,0,0,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1188646,3,8,0,22,50,74,5,16,35,48,9,"No",0,0.61,0.62,0,"No","No","No","Yes","No","Yes" +1998751,0,2,2,14,23,29,10,11,11,11,2,"No",0,0.87,0.81,0,"Yes","No","Yes","Yes","No","No" +1934902,395,NA,0,0,0,0,0,1,1,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3052662,3,8,0,0,1,2,0,1,2,4,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +1206166,4,2,0,0,0,0,0,1,1,2,1,"No",0,0.84,0.74,0,"Yes","No","No","Yes","No","No" +2971020,29,8,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1546663,35,2,0,0,0,0,1,2,2,4,1,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2298478,1,8,0,2,3,4,4,4,9,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2811972,0,12,0,2,2,2,0,1,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","Yes" +2012021,0,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1318067,179,8,87,168,288,384,80,164,288,470,63,"No",0,1,1,0,"No","No","No","Yes","No","No" +1796216,59,8,0,0,0,0,5,25,43,70,7,"No",0,0.67,0.79,0,"No","No","Yes","Yes","No","No" +2132244,92,8,40,201,393,549,70,186,365,565,49,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2874807,13,4,0,6,12,18,0,4,11,21,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1773682,9,2,0,0,0,0,0,0,0,1,0,"No",0,0.86,0.94,0,"No","No","No","Yes","No","No" +2314887,7,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"Yes","No","Yes","Yes","No","No" +2221582,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1861023,143,8,14,42,84,112,30,85,173,279,39,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2022837,3,0,0,22,33,44,2,11,22,34,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +1756265,138,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1723327,1,2,0,0,1,1,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3168237,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1111587,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2853187,6,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1246091,8,12,2,5,5,5,0,0,0,0,1,"No",5,0.63,0.63,0,"Yes","No","No","Yes","No","No" +3030787,8,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","Yes","No","No","No" +1335706,240,4,140,64,128,192,15,59,154,388,26,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2181479,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +3141327,283,4,0,198,198,198,23,81,187,530,37,"No",0,0.55,0.66,0,"No","No","No","No","No","No" +2098866,0,2,0,12,12,12,2,7,14,14,0,"No",0,0.86,0.7,0,"No","No","No","Yes","No","Yes" +1749983,9,8,0,8,13,18,0,7,14,20,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1866744,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2302661,3,8,0,15,39,51,7,19,43,63,2,"No",0,0.44,0.66,0,"No","No","No","Yes","No","Yes" +1890274,3,14,0,2,4,6,0,1,4,7,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1441052,152,NA,199,100,100,200,38,373,436,552,33,"No",0,-99,-99,1,"No","No","No","Yes","No","No" +1469891,2,2,0,3,3,6,1,2,3,3,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1962795,166,2,32,180,414,630,32,33,33,33,64,"No",0,0.96,0.96,6,"No","No","No","Yes","No","Yes" +2969366,2,2,0,0,0,0,1,2,2,4,0,"No",0,0.84,0.8,0,"Yes","No","Yes","Yes","No","No" +2887853,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1489513,55,8,33,112,176,272,49,90,275,380,99,"No",0,0.86,0.88,17,"No","No","No","Yes","No","No" +3255276,277,NA,0,0,0,0,0,3,6,10,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2955822,1,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1372930,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1290052,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +3152842,-56,8,0,201,257,331,34,110,210,304,20,"No",3,0.18,0.38,56,"No","No","Yes","Yes","No","Yes" +1834841,0,2,0,28,46,57,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2928816,470,4,50,10,10,10,21,82,208,263,69,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1770764,9,4,0,7,14,21,3,5,15,15,2,"No",0,0.84,0.86,0,"Yes","No","No","Yes","No","No" +2227118,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2992416,0,12,0,21,29,38,3,8,16,18,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +2007394,81,2,0,0,0,0,0,1,2,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1627127,269,8,108,495,880,1265,136,398,746,1142,150,"No",0,0.95,0.87,0,"No","No","No","Yes","No","No" +3127357,177,9,8,0,0,120,18,55,115,172,38,"No",0,1,0.85,0,"No","No","Yes","Yes","No","No" +1544024,16,2,0,0,0,0,0,2,3,7,1,"No",0,1,0.87,0,"Yes","No","Yes","Yes","No","No" +3233711,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1296423,12,12,0,0,7,14,0,4,12,17,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1594885,126,9,10,115,273,429,49,179,332,486,38,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +1273258,-3,8,0,746,1322,1826,120,441,1060,1817,131,"No",36,0.25,0.39,3,"No","No","No","Yes","No","Yes" +2004652,60,8,3,13,42,84,8,37,80,121,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1330180,0,8,0,4,4,4,4,4,6,6,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","Yes" +1922418,233,2,65,84,168,235,31,119,249,384,56,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +3253532,6,8,0,0,0,0,0,1,2,2,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +2823679,10,52,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"Yes","No","Yes","No","No","No" +2225006,0,8,0,4,7,9,2,5,5,7,0,"No",0,0.85,0.93,0,"No","No","No","Yes","No","Yes" +1181987,3,8,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2114218,198,12,0,0,0,0,19,70,140,211,93,"No",0,0.74,0.89,0,"No","No","No","Yes","No","No" +1302590,272,2,39,2160,2880,4320,288,288,290,290,325,"No",0,0.99,0.98,29,"No","No","No","No","No","Yes" +2937492,55,8,0,0,0,0,1,18,18,18,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1176246,810,8,574,2880,5160,6120,269,797,2246,5489,416,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2241200,62,9,0,0,0,0,0,0,2,2,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2186095,7,8,0,0,10,10,0,3,9,9,1,"No",0,0.84,0.87,0,"No","No","No","Yes","No","No" +2851060,171,8,0,0,0,0,0,0,0,2,0,"No",0,0.41,0.46,0,"No","No","No","Yes","No","No" +1498148,145,4,0,0,0,0,0,1,4,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2106208,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","Yes","Yes","No","No" +2925737,0,2,22,27,27,52,12,29,56,73,4,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1449628,297,8,6,0,0,0,13,31,51,86,20,"No",0,0.93,0.83,0,"No","No","No","Yes","No","No" +2968697,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2224464,261,8,124,127,127,127,35,101,204,333,77,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2071933,23,2,0,0,0,0,2,5,9,16,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2038475,2,12,0,29,46,66,0,5,10,10,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +2880028,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1653175,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2248899,258,2,845,1131,2131,3131,307,1302,1987,2759,320,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +3226569,22,12,0,3,3,3,4,11,21,35,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1936875,130,8,0,0,0,0,1,3,8,9,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2908606,218,52,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.79,0,"Yes","No","No","No","No","No" +2005378,1,8,0,1,2,3,2,2,4,4,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2949187,4,2,5,5,15,35,2,9,21,36,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" 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+2875125,0,8,0,3,5,6,2,3,3,4,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3251054,947,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2123836,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1744245,1556,2,93,1600,3200,4800,499,1476,2948,4586,495,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2042295,0,9,0,5,5,5,4,6,11,14,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +3155466,633,8,320,0,0,0,26,155,383,649,522,"No",0,0.75,0.76,0,"No","No","No","Yes","No","No" +1324475,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2812847,42,2,0,0,0,0,1,3,4,36,2,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","No" +1533542,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2003393,0,8,0,8,16,16,2,7,13,15,9,"No",0,0.97,0.9,0,"No","No","No","Yes","No","Yes" +2825182,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2128761,12,2,0,0,0,0,1,1,1,2,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1134829,4,3,0,6,6,6,0,0,0,0,0,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +1189283,1254,NA,0,0,0,0,1,6,12,23,11,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1160274,171,2,39,505,865,1345,90,245,372,422,68,"No",0,0.62,0.69,0,"Yes","No","Yes","Yes","No","No" +2309082,2,4,0,0,1,1,1,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1888185,0,2,0,2,2,2,0,0,0,1,0,"No",0,0,0.02,0,"No","No","No","Yes","No","Yes" +1846605,47,2,0,0,0,0,4,13,20,21,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1113416,84,8,30,171,315,435,23,107,219,358,40,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1365987,166,8,0,0,95,95,3,62,116,335,2,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +1294201,237,8,0,0,0,0,2,8,16,32,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","No" +1208401,1774,16,2,0,0,0,4,12,36,65,18,"No",0,0.12,0.39,0,"No","No","Yes","Yes","No","No" +1733138,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1756741,0,8,0,11,11,11,0,0,1,1,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +1632959,8,2,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1490729,2,8,0,15,15,15,0,3,6,10,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2177630,-8,0,0,893,1391,1905,224,644,1198,1781,228,"No",0,0,0,20,"No","No","No","No","No","Yes" +2948050,390,8,12,0,0,200,37,118,272,403,48,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1238687,329,12,8,224,339,629,80,287,602,878,31,"No",0,0.89,0.71,0,"No","No","No","Yes","No","No" +1516142,16,8,0,0,0,0,0,2,5,9,1,"No",0,0.9,0.7,0,"No","No","No","Yes","No","No" +1909403,2,8,0,0,1,2,0,2,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1269656,1229,8,433,2024,3036,4554,536,1533,2953,4398,902,"No",0,1,1,0,"No","No","No","Yes","No","No" +3064936,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1305197,8,9,0,0,0,0,0,0,0,4,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2825528,1,2,0,10,20,30,1,7,12,18,0,"No",0,0.68,0.77,0,"No","No","No","Yes","No","Yes" +1549545,147,8,21,132,264,396,51,146,271,422,82,"No",0,0.82,0.87,0,"No","No","Yes","Yes","No","No" +2054794,90,8,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.77,0,"No","No","No","Yes","No","No" +1436514,-2,8,0,5,6,7,2,2,2,3,2,"No",0,0.46,0.45,2,"No","No","No","Yes","No","No" +1996476,5,8,0,0,0,0,0,0,0,2,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3247416,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1409691,63,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2990506,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.8,0,"No","No","Yes","No","Yes","No" +2085408,32,3,0,0,0,4,5,13,21,30,0,"No",0,0.58,0.44,0,"Yes","No","Yes","Yes","No","No" +2942773,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"Yes","No","No","Yes","No","No" +2133605,50,2,69,220,355,535,122,259,355,509,55,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3230070,62,8,0,80,160,200,24,76,132,224,32,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1692559,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1824241,25,8,0,180,348,420,48,128,293,357,56,"No",20,0.09,0.09,3,"No","No","Yes","Yes","No","Yes" +1677218,495,2,0,0,0,0,0,0,0,5,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1251972,1589,2,0,0,0,0,88,357,788,1230,130,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2867213,0,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1269574,3629,2,0,4000,6000,10000,943,3011,5824,8688,947,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1147592,23,2,0,0,12,36,6,27,47,60,0,"No",0,1,0.96,0,"No","No","No","Yes","No","Yes" +1117204,106,8,9,0,90,180,8,40,96,170,21,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1613257,26,NA,0,0,0,0,1,4,13,21,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2138947,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2069711,195,8,39,320,560,776,92,258,543,649,48,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3144309,4505,52,0,0,0,0,0,0,10,26,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +2295612,50,2,0,0,0,0,1,5,11,11,0,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +2015050,4,8,7,117,147,192,11,48,117,172,25,"No",9,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +1630704,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2865703,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1656456,81,8,0,0,0,0,9,12,26,41,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1279684,11,2,11,0,0,0,0,0,0,0,0,"No",0,0.07,0.02,0,"Yes","No","Yes","Yes","No","No" +2061147,3,2,0,0,0,0,0,0,0,1,0,"No",0,0.76,0.77,0,"Yes","No","No","Yes","No","No" +1161521,138,8,0,0,0,0,0,0,0,6,2,"No",0,0.47,0.66,0,"No","No","No","Yes","No","No" +1960033,120,8,0,0,0,0,0,8,20,29,8,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1720934,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1701753,5,12,0,500,700,900,164,349,577,938,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +1535528,0,2,18,0,0,2,0,8,8,8,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1175427,34,12,0,0,0,0,0,4,8,14,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3037503,33,4,2,4,9,9,11,32,63,95,5,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3211500,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2837848,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +2903731,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +2253760,0,6,0,66,132,176,13,68,137,207,22,"No",22,0.73,0.76,0,"No","No","No","Yes","No","Yes" +3158094,70,12,0,19,56,75,14,36,67,94,21,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1366218,88,2,0,0,0,0,1,3,3,3,0,"No",0,0.95,0.97,0,"Yes","No","No","Yes","No","No" +1280924,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2167881,1363,12,2400,10560,19200,28800,3175,9768,18991,29025,1884,"No",0,0.73,0.68,11,"No","No","No","Yes","No","No" +1456077,2,8,0,261,461,621,28,163,325,516,54,"No",54,0.38,0.55,10,"No","No","No","Yes","No","Yes" +1345132,4,2,0,0,3,3,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +3151212,12,2,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +2250510,137,52,0,0,0,0,1,5,8,11,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2011396,17,2,0,0,7,14,7,16,33,47,0,"No",0,0.58,0.51,0,"No","No","No","Yes","No","Yes" +2946758,329,12,245,1200,2200,3300,360,1106,2326,3429,217,"No",100,0.94,0.87,3,"No","No","No","Yes","No","No" +1470347,60,8,0,40,120,160,14,48,106,157,24,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2306420,46,NA,0,0,0,0,0,0,3,7,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2076682,72,8,50,0,0,50,6,26,70,110,16,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +2114183,1,5,0,2,3,5,2,2,4,6,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1685552,3,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +3154306,9,2,0,0,0,0,0,1,1,1,0,"No",0,0.33,0.24,0,"Yes","No","No","Yes","No","No" +2044269,106,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2091894,5,8,0,0,0,0,1,1,2,4,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1840054,42,2,0,79,154,244,33,74,115,156,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3053246,42,8,0,0,0,0,1,1,3,3,2,"No",0,0.97,0.86,0,"No","No","No","Yes","No","No" +3248078,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2803438,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.91,0.95,0,"No","No","Yes","Yes","No","No" +1879521,39,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1909447,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2242617,5,4,0,1,1,1,3,3,6,6,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1362297,8,8,0,0,0,0,2,5,7,10,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1236197,967,8,437,144,720,1296,480,898,1483,2275,366,"No",0,1,1,0,"No","No","No","Yes","No","No" +3009547,46,8,0,0,0,0,0,5,12,19,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2028292,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2136101,553,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1640631,9,8,0,0,0,0,0,0,2,3,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1228072,3,8,1,84,140,207,7,59,110,170,16,"No",0,0.47,0.62,2,"No","No","No","Yes","No","Yes" +1819312,21,2,0,0,0,0,0,1,3,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1776896,9,6,0,0,0,0,1,2,2,2,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1934905,801,2,0,0,0,0,4,12,23,215,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1168946,44,8,0,0,0,0,0,1,1,1,0,"No",0,0.47,0.62,0,"No","No","No","Yes","No","No" +1861877,1,8,0,5,5,5,0,2,4,5,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1949070,547,8,2,117,330,540,23,69,135,329,116,"No",0,0.98,0.94,0,"No","No","Yes","Yes","No","No" +1900194,57,8,0,0,0,0,0,0,7,7,1,"No",0,0.62,0.36,0,"Yes","No","No","Yes","No","No" +1285528,2210,12,625,6120,9480,13680,1736,4953,9270,16090,1053,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1881226,13,4,1,2,2,2,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +3067929,54,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1290514,30,10,0,52,124,204,7,44,95,144,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1765029,12,8,5,1,11,19,2,3,14,18,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +3174040,68,2,0,76,76,76,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1333424,47,8,1,24,65,94,11,36,66,116,20,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1291967,13,8,0,12,36,54,5,16,50,71,12,"No",0,0.6,0.6,0,"No","No","No","Yes","No","Yes" +1365539,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1408942,2,10,0,0,2,3,1,2,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1326306,4,8,0,18,32,54,2,8,18,26,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3098437,9,14,4,4,12,20,5,9,24,30,8,"No",0,0.65,0.71,0,"No","No","No","Yes","No","No" +2096000,145,8,37,132,276,384,48,169,312,479,38,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2295674,102,NA,0,0,0,0,0,1,2,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2249627,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2170625,1184,8,145,2000,2000,4000,281,862,1770,2946,809,"No",0,0.72,0.58,0,"No","No","No","Yes","No","No" +1253143,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2084597,5,8,0,17,27,37,5,15,25,50,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +2166728,3,8,0,19,29,39,2,8,19,28,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1214301,725,8,23,0,0,0,80,175,302,466,59,"No",0,0.83,0.83,1,"No","No","No","Yes","No","No" +3144049,2,8,0,0,0,0,0,0,0,1,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2155944,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1839592,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3074807,173,12,0,0,0,0,0,1,4,6,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1884119,5098,8,12,0,0,0,4,13,23,40,3,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +3004378,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1897004,5,8,0,0,0,0,0,0,1,4,2,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1772412,208,12,0,0,0,0,0,2,4,10,1,"No",0,0.93,0.89,0,"Yes","No","No","Yes","No","No" +3048809,2,4,1,0,1,1,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3126747,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.67,0,"Yes","No","Yes","Yes","No","No" +2819146,16,0,0,0,0,0,1,1,1,2,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3190390,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1125073,0,NA,0,4,7,7,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1973306,0,9,0,4,4,7,0,4,4,6,4,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +3227281,3,8,0,0,0,0,0,3,4,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1635734,668,NA,0,4,396,564,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2298892,6,8,0,0,0,1,1,3,3,5,2,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +2053656,0,12,0,5,8,8,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +3211171,0,NA,0,0,0,0,1,11,23,37,2,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +1994994,3,8,0,84,84,84,0,0,0,0,0,"No",0,0.88,0.78,0,"No","No","Yes","Yes","No","No" +1775869,33,10,0,0,0,0,0,2,3,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1462323,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3226929,12,2,0,90,90,90,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1355667,6,2,0,0,0,0,0,0,2,2,0,"No",0,0.78,0.86,0,"No","No","Yes","Yes","No","No" +2181688,4,3,0,0,0,0,3,11,11,11,2,"No",0,0.41,0.46,0,"No","No","No","Yes","No","Yes" +1571209,7,4,2,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2904539,20,8,0,0,11,22,1,11,24,37,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1413726,79,52,0,0,0,0,0,0,0,1,2,"No",0,0.82,0.8,0,"Yes","No","No","No","No","No" +1420155,1,12,0,6,7,10,1,3,5,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3002938,95,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3283325,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2944971,168,8,0,0,0,0,0,1,6,9,2,"No",0,0.44,0.64,0,"No","No","No","Yes","No","No" +1811671,5,8,0,0,0,0,0,0,1,1,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1716712,8,8,0,0,0,0,0,0,1,2,0,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +1221227,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1640304,4,2,7,42,84,119,9,23,64,106,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2972554,122,16,2,0,324,324,20,65,133,192,24,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +1348570,3,4,0,0,56,56,5,7,11,13,1,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1942835,265,8,0,0,0,0,0,15,35,50,18,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1460167,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.6,0,"Yes","No","No","Yes","No","No" +1565205,22,8,0,28,52,76,8,28,53,84,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1755453,-1,8,0,9,15,21,19,24,35,38,1,"No",0,0.92,0.95,1,"No","No","No","Yes","No","Yes" +1168729,8,8,0,0,0,3,1,1,4,10,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3074598,18,52,0,0,0,0,1,1,1,2,0,"No",0,0.73,0.79,0,"Yes","No","No","No","No","No" +1958231,9,8,0,0,0,0,0,2,4,7,2,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1874485,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1999350,643,2,0,0,0,0,1,9,12,17,0,"No",0,0.84,0.56,0,"No","No","No","Yes","No","No" +2005334,64,16,3,213,357,525,26,134,286,410,88,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1998541,0,8,0,8,11,17,3,7,9,13,2,"No",0,0.81,0.85,0,"No","No","No","Yes","No","Yes" +1513108,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3229295,13,8,0,0,0,0,0,2,3,4,1,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2818625,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1304280,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1409395,-1,8,0,25,33,41,9,10,29,36,2,"No",10,0.84,0.77,1,"No","No","No","Yes","No","Yes" +1726394,1,12,1,1,5,7,1,3,8,14,3,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","Yes" +2285253,18,2,0,0,0,0,0,3,5,7,0,"No",0,0.76,0.72,0,"No","No","No","Yes","No","No" +1546601,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1669135,1,4,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1819358,1665,8,182,851,1901,2801,481,1148,2124,3248,505,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2140504,9,12,2,26,50,74,4,17,35,53,7,"No",2,0.73,0.69,0,"No","No","No","Yes","No","No" +1997170,15,4,0,0,1,4,0,4,9,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1406759,53,8,14,30,72,122,14,41,112,169,14,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1202019,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1500430,0,8,0,4,6,9,1,4,5,7,1,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2940698,12,2,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +1502179,-591,8,0,700,700,800,862,968,997,997,31,"No",0,0.23,0.63,591,"No","No","No","Yes","No","Yes" +1692935,165,2,14,288,528,720,32,101,200,419,40,"No",0,1,1,0,"No","No","No","Yes","No","No" +2888694,39,2,18,97,141,207,20,82,155,215,22,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2808485,84,8,16,22,82,122,18,33,103,169,20,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3053640,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3229661,2,8,0,0,0,0,0,1,1,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1487074,68,2,0,0,0,0,1,3,4,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1560330,2,8,0,15,23,29,5,8,17,36,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1394888,55,8,0,0,0,0,2,3,7,15,24,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2109048,151,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.78,0,"No","No","Yes","Yes","No","No" +1598766,91,8,3,0,33,75,6,28,114,161,15,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +1705278,47,4,0,208,363,456,33,156,264,392,33,"No",29,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1847669,6,12,0,5,5,5,0,4,25,27,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1326644,1,10,0,1,2,2,0,1,1,2,2,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2247532,63,2,49,158,337,516,50,177,347,496,38,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1960738,114,8,34,51,139,205,27,82,177,271,85,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1275826,438,4,6,360,450,630,75,186,409,659,86,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +2154055,21,2,0,0,0,0,0,1,1,1,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1268284,424,2,434,2304,4176,6336,590,1865,3594,5121,563,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2260329,0,8,0,3,4,6,0,2,3,3,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","Yes" +2854326,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.07,0.19,0,"Yes","No","Yes","Yes","No","No" +1978252,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1859265,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1879297,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1868524,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2060083,4,9,0,1,3,6,0,3,4,6,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3198264,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +2914010,302,8,150,480,832,1264,306,808,1497,2292,73,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1130230,128,8,0,248,584,824,29,167,381,508,73,"No",0,0.99,0.98,4,"No","No","No","Yes","No","Yes" +2854687,67,2,22,0,40,80,6,19,33,40,0,"No",0,0.89,0.82,0,"No","No","No","Yes","No","No" +1772507,67,9,0,0,21,42,7,22,47,77,17,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2051215,90,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1709378,141,12,0,0,0,75,10,50,84,115,67,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1809652,3,8,1,7,14,14,3,7,15,18,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2027000,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +3032005,2761,4,0,1800,3600,5400,437,1465,3229,5250,803,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1846017,1,2,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1557306,1,9,0,1,3,4,0,1,2,5,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2041630,21,0,0,0,0,0,1,1,3,6,8,"No",0,0,0,0,"No","No","No","No","No","No" +1726831,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +1249274,494,8,20,294,784,1372,110,408,1207,1784,151,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1684012,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2164851,47,8,0,0,0,0,8,18,40,53,4,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1307274,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1469622,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +1536848,8,2,2,293,413,503,115,183,309,517,59,"No",0,0.05,0.41,2,"No","No","No","Yes","No","Yes" +2002073,9,2,40,0,0,40,4,17,33,38,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2030266,11,8,0,3,27,35,6,10,25,40,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +2302053,1,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1496894,-4,NA,0,0,0,0,1,9,14,26,4,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +2269679,9,8,0,0,0,0,0,1,1,1,1,"No",0,0.5,0.46,0,"Yes","No","No","Yes","No","No" +1807979,8,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +3012838,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2264230,73,8,0,150,150,150,5,20,36,74,14,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2160752,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +1770868,3,8,0,0,0,0,0,0,1,1,1,"No",0,0.84,0.77,0,"Yes","No","No","Yes","No","No" +1387534,95,2,0,0,0,0,6,23,45,144,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1128239,18,8,0,0,12,12,4,8,10,25,0,"No",0,0.98,0.88,0,"No","No","No","Yes","No","No" +3105557,0,12,0,6,9,9,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1406766,94,8,4,370,505,595,89,200,350,572,111,"No",10,0.58,0.47,0,"No","No","No","Yes","No","Yes" +1846397,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2134173,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +2228392,25,9,0,0,0,28,4,14,30,47,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2995498,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1670579,671,2,0,0,0,0,8,31,66,151,28,"No",0,0.97,0.99,0,"No","No","Yes","Yes","No","No" +1516950,86,9,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +2806232,107,2,28,180,300,420,96,238,5414,5765,35,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2255960,96,8,1,0,0,0,8,24,74,105,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1696947,72,8,1,0,30,60,10,23,59,92,19,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +1756815,6,8,0,2,5,9,2,5,7,8,2,"No",0,0.98,0.89,0,"No","No","No","Yes","No","No" +1718569,185,8,7,0,72,108,20,60,102,149,24,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2062460,505,2,5,720,1488,2256,236,773,1385,2058,218,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +2199510,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1672448,4,2,0,0,0,0,0,0,0,1,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +3065577,322,8,187,0,374,561,132,357,660,999,231,"No",0,1,1,0,"No","No","No","Yes","No","No" +1415041,1,8,0,1,2,3,0,1,2,3,1,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","No" +3035693,49,8,8,50,100,200,23,63,126,171,36,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2180662,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1283290,129,2,0,84,84,84,5,21,64,70,21,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2125145,2,2,0,1,3,4,0,1,1,5,0,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +3015117,0,12,0,104,104,104,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","Yes","No","No" +1858384,4,8,0,0,0,0,0,0,0,2,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1737937,15,8,0,28,56,84,15,35,49,50,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1784888,13452,8,156,0,6372,14868,1249,1305,2790,2790,693,"No",0,0.89,0.93,0,"Yes","No","Yes","Yes","No","No" +1168750,22,9,0,195,285,345,26,76,145,294,54,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1974052,1042,8,0,0,0,0,7,14,34,47,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3221172,0,4,0,86,86,129,25,39,71,102,25,"No",0,0.39,0.43,0,"No","No","No","Yes","No","Yes" +2988113,1,8,0,0,0,0,2,3,7,10,1,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1208802,537,8,267,1160,2570,3990,433,1482,3023,4762,152,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1215612,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1708063,44,2,40,0,0,0,12,19,20,20,11,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +1237722,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +3010969,592,12,0,0,0,0,1,1,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3004792,1,12,0,3,3,4,0,0,1,3,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1703824,0,8,0,12,12,18,6,8,14,17,2,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1974485,12,4,0,0,0,0,1,1,6,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3280646,109,8,1,0,24,84,6,45,88,126,17,"No",0,0.31,0.2,0,"No","No","No","Yes","No","No" +3272085,16,8,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1418594,4,4,0,2,2,2,0,1,1,1,3,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2312961,2470,2,2481,7200,15300,22950,2892,9336,18603,38728,1559,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +2176136,0,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +1473893,4990,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1192620,131,8,1,0,0,0,13,24,64,92,15,"No",0,1,0.66,0,"No","No","No","Yes","No","No" +1123568,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1736985,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1457645,1,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3112632,8,8,0,0,0,7,2,4,7,12,0,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +1130489,3,8,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1235157,0,8,0,4,5,6,3,4,5,5,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1183468,72,0,0,0,0,12,5,22,40,59,18,"No",0,0,0,0,"No","No","No","No","No","No" +1320884,0,2,0,6,7,7,0,0,0,0,0,"No",6,0.56,0.56,0,"Yes","No","No","Yes","No","Yes" +2033718,13,8,0,365,365,365,1,7,19,29,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +2944253,710,14,181,0,0,0,26,74,151,222,34,"No",0,0.69,0.81,0,"No","No","No","Yes","No","No" +2964114,69,4,20,10,10,10,1,1,2,3,2,"No",0,1,0.93,0,"Yes","No","No","No","No","No" +1281688,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1513641,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1154990,7,9,0,0,4,7,0,3,4,11,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1807447,310,8,127,179,324,498,72,178,322,537,78,"No",0,0.94,0.55,0,"No","No","No","Yes","No","No" +3245031,9,4,0,0,0,0,1,2,2,2,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +2303747,0,8,0,0,0,0,1,1,3,4,2,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1305804,25,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +1901767,490,8,0,0,0,0,4,10,15,23,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1597905,8,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1597680,-51,8,1,509,800,1072,82,344,798,1158,54,"No",3,0.73,0.73,51,"No","No","No","Yes","No","Yes" +1163705,887,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1238837,14,8,0,60,60,120,11,38,72,107,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1510358,52,8,17,80,170,245,36,102,194,278,68,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1284784,295,8,96,254,517,787,111,345,696,1121,91,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +3099966,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2988247,2,2,0,20,40,50,10,18,24,32,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","Yes" +2073416,150,12,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1436977,0,9,0,2,2,2,0,0,0,0,0,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","Yes" +1148978,7,2,0,0,5,10,0,0,5,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1689721,105,8,0,0,0,0,2,6,17,26,3,"No",0,0.93,0.91,0,"No","No","Yes","Yes","No","No" +1902304,16,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3224877,29,2,0,0,0,0,0,0,1,1,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1940042,3,2,0,3,5,12,0,3,7,7,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +3263631,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1863013,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2286903,1,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2283117,28,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1309607,3,3,0,4,4,4,0,0,0,0,1,"No",0,0.94,0.91,0,"Yes","No","No","Yes","No","No" +1768482,19,2,0,0,6,12,5,15,31,45,0,"No",0,0.58,0.51,0,"No","No","No","Yes","No","Yes" +3086225,6,8,0,4,8,12,1,3,6,14,0,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1393620,5,8,0,0,1,3,0,1,3,8,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2272307,18,52,0,0,0,0,0,2,2,4,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1472182,1,9,0,0,0,0,0,1,1,1,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","No" +1471473,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1421174,22,8,0,0,0,0,0,0,2,3,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1779250,79,14,0,0,0,0,41,90,116,125,3,"No",0,0.37,0.6,0,"No","No","No","Yes","No","No" +1744274,66,8,0,368,464,656,86,215,387,550,131,"No",32,0.97,0.94,3,"No","No","No","Yes","No","Yes" +1409195,11,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1629050,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2887826,13,2,0,0,0,0,0,0,1,6,0,"No",0,0.46,0.25,0,"Yes","No","No","Yes","No","No" +1511233,135,9,1,31,58,58,9,30,65,111,15,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2064409,5,2,2,20,44,68,2,15,24,31,4,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1754301,78,NA,0,0,0,0,2,7,8,15,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1787981,11,8,0,0,0,0,0,1,4,4,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2148197,103,8,14,25,75,135,8,47,90,125,55,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2117155,19,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.81,0,"No","No","No","Yes","No","No" +1477380,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3228793,0,4,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1695394,11,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1526921,55,4,1,43,43,78,11,34,66,118,16,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3116537,17,4,0,7,14,28,1,5,12,13,1,"No",0,0.83,0.9,0,"Yes","No","Yes","Yes","No","No" +1960781,53,2,2,28,56,84,13,33,78,110,15,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2262559,218,2,166,460,710,940,149,359,503,855,209,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1377656,9,8,0,5,5,13,2,5,17,22,0,"No",0,0.04,0.04,0,"No","No","No","Yes","No","No" +1613311,32,0,0,2,20,36,22,60,84,105,20,"No",0,0,0,0,"No","No","No","No","No","Yes" +3190339,4,8,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1181340,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1958800,28576,8,180,0,18145,32490,2550,9898,23275,42656,3390,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2014229,97,8,15,30,90,150,17,55,134,200,19,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2127724,195,8,0,0,0,0,3,25,42,56,1,"No",0,0.85,0.59,0,"No","No","No","Yes","No","No" +2236111,2,8,0,11,19,26,4,11,19,24,4,"No",0,0.8,0.75,0,"No","No","No","Yes","No","Yes" +1413478,5,8,0,8,16,20,0,8,11,14,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +1995026,29,2,14,114,233,369,31,85,106,114,37,"No",0,0.98,0.93,0,"Yes","No","No","Yes","No","No" +2258245,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.46,0,"No","No","Yes","Yes","No","No" +1233993,32,8,0,350,550,550,59,156,337,513,93,"No",0,0.19,0.25,0,"No","No","No","Yes","No","Yes" +2226193,7,2,0,0,0,0,0,0,0,1,0,"No",0,0,0.52,0,"No","No","No","Yes","No","No" +1757359,79,8,0,0,14,28,8,38,75,101,24,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1234922,4,8,0,35,50,65,5,15,31,45,4,"No",1,0,0,0,"No","No","No","Yes","No","Yes" +2980797,170,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2311526,7,2,0,48,48,48,30,34,38,38,6,"No",0,0.43,0.63,0,"Yes","No","No","Yes","No","Yes" +2291259,1,8,32,0,0,96,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3151150,4,8,0,7,21,28,3,13,17,19,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2944702,9,8,0,0,0,0,0,0,3,7,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1756245,2,8,0,25,25,50,3,13,20,28,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1786838,35,8,40,0,0,0,30,63,65,65,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +2314573,5,8,0,0,0,0,0,1,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2225043,32,9,0,0,20,44,4,12,37,48,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1570493,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1582519,0,8,0,2,3,4,2,2,3,5,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1360639,355,8,66,541,897,1253,124,351,628,986,129,"No",6,0.97,0.9,0,"No","No","No","Yes","No","No" +1200580,2,12,0,0,0,1,0,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1494117,167,8,20,125,265,365,42,134,305,520,259,"No",0,1,1,0,"No","No","No","Yes","No","No" +2136977,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1272787,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.78,0,"No","No","No","Yes","No","No" +2011194,58,8,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.94,0,"Yes","No","No","No","No","No" +1453262,2,52,0,0,0,0,0,1,2,7,0,"No",0,0.47,0.72,0,"Yes","No","No","Yes","No","No" +2987951,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2315046,83,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1113996,0,9,0,22,42,62,6,18,28,38,4,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1493000,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1708924,48,6,0,48,72,96,16,55,127,251,29,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1476428,0,NA,0,1,1,1,0,0,0,0,0,"No",1,-99,-99,0,"No","No","Yes","Yes","No","No" +2117559,93,NA,0,0,0,0,1,3,6,12,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1776799,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1114605,7,8,0,0,0,1,1,1,4,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1950949,1,8,0,0,1,1,0,1,1,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +3255832,5,12,0,0,0,0,0,1,1,2,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2973339,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1785934,15,8,0,12,24,24,5,10,20,32,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1137089,61,2,0,0,0,0,0,0,0,0,0,"No",0,0,0.04,0,"Yes","No","No","Yes","No","No" +1942568,174,14,3,0,28,85,23,99,215,363,63,"No",0,0.41,0.45,0,"No","No","No","Yes","No","No" +1603036,31,2,0,0,0,0,0,2,6,7,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1280434,13,2,11,66,143,220,26,64,101,110,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2834701,1,9,0,4,10,12,3,5,10,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1859879,628,4,1862,4165,8165,12165,1650,5236,9896,14093,932,"No",0,0.99,0.99,31,"No","No","No","Yes","No","No" +1345281,0,8,0,0,0,20,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2162900,12535,8,0,0,0,0,4,16,33,42,4,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2151986,2,2,0,0,0,0,0,1,1,1,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +1459984,110,8,0,0,60,60,10,28,76,108,27,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3089933,789,8,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1828726,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1155303,-3,2,0,473,737,957,165,275,474,779,140,"No",0,0.06,0.5,14,"No","No","No","Yes","No","Yes" +2859237,23,12,0,0,0,0,1,2,8,14,0,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +2948949,15,8,9,0,0,0,1,6,15,23,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2158023,21,8,0,96,192,240,26,69,173,276,26,"No",0,0.77,0.9,0,"No","No","No","Yes","No","Yes" +1397043,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1683253,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1128941,1,2,0,2,4,6,1,2,3,5,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","No" +1173875,18,8,0,0,0,0,0,5,7,9,0,"No",0,0.84,0.48,0,"No","No","Yes","Yes","No","No" +1870558,10,2,0,10,10,10,0,0,0,0,0,"No",0,0.2,0.11,0,"Yes","No","Yes","Yes","No","No" +1131101,0,2,3,6,6,6,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1915966,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3193761,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1467882,4,8,0,1,2,4,0,0,4,6,3,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1832112,0,9,5,10,24,38,2,11,24,38,0,"No",2,0.87,0.72,0,"No","No","No","Yes","No","Yes" +1624486,1,8,0,1,2,2,1,2,2,3,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +2127964,78,8,0,0,0,0,1,4,30,36,1,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1508436,13,8,0,0,0,0,0,1,1,1,0,"No",0,0.94,0.97,0,"No","No","Yes","Yes","No","No" +2107544,167,9,13,112,229,369,36,138,280,405,52,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1881816,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +1776566,1077,8,100,500,500,1300,180,848,1686,2386,198,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1609290,734,8,0,0,0,0,8,24,62,91,6,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +3049998,19,8,0,0,0,0,1,3,4,5,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1361239,379,8,1,545,913,1189,115,335,681,1191,121,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1352178,2,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2018512,42,2,0,0,0,0,0,1,5,7,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2244690,577,8,0,0,0,581,69,180,317,462,79,"No",0,0.55,0.37,0,"No","No","No","Yes","No","No" +2136099,281,12,0,0,0,0,12,48,101,183,29,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3222849,1667,2,601,2520,4410,7560,545,2077,4364,6525,600,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +2107885,1,9,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1992234,1,9,0,3,3,3,0,0,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1922778,224,2,25,240,408,600,80,255,491,636,84,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1260996,8,2,0,14,38,52,0,7,12,12,2,"No",0,0.99,0.9,0,"No","No","Yes","Yes","No","Yes" +1732170,9,4,0,0,0,4,1,3,10,15,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3154132,52,2,0,60,135,240,28,94,139,156,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2127988,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1422197,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.84,0,"Yes","No","Yes","Yes","No","No" +1724343,1,8,0,9,9,13,1,4,12,16,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1595155,35,8,0,20,80,100,8,32,62,91,5,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1700369,2,3,0,0,2,3,0,2,2,4,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +3209957,25,4,1,0,0,0,0,1,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2211282,97,0,9,0,42,84,12,43,101,146,36,"No",0,0,0,0,"No","No","Yes","No","No","No" +1408552,45,8,0,20,40,40,4,22,45,78,11,"No",0,0.62,0.62,0,"No","No","No","Yes","No","No" +1458591,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1893879,2,8,0,0,0,0,3,4,6,9,9,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +2839578,2,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2959383,8,12,0,0,4,8,1,3,10,15,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1972727,98008,10,280,120600,250200,358200,1513,4864,9957,16268,3575,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1989930,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +1805046,79,8,44,338,488,728,175,477,901,1336,71,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1486767,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1353424,1158,14,0,0,0,0,4,5,8,16,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1335459,3,2,0,0,0,0,0,0,2,2,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +3026346,0,3,0,24,36,48,12,23,34,43,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1578689,111,2,68,372,672,972,131,336,657,980,104,"No",0,0.58,0.57,0,"No","No","No","Yes","No","No" +1973892,2697,4,0,0,0,0,10,44,72,89,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1150364,8,8,0,5,10,15,4,13,26,34,6,"No",0,0.5,0.87,0,"No","No","No","Yes","No","Yes" +3153016,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1517004,21,2,0,20,20,40,6,17,38,51,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +2039807,137,8,0,0,0,0,1,3,22,33,2,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +2981340,12,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1970167,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2176240,125,12,0,0,0,0,0,0,1,7,2,"No",0,0.29,0.39,0,"No","No","No","Yes","No","No" +1667322,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.92,0,"Yes","No","No","Yes","No","No" +1973837,437,2,160,600,1160,1640,178,535,1033,1527,155,"No",0,0.96,0.96,1,"No","No","No","Yes","No","No" +3226453,139,3,0,0,5,81,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2859986,383,8,79,504,792,1152,137,432,812,1319,157,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2286415,49,8,22,73,148,208,32,96,189,269,54,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1344775,30,8,0,0,0,0,0,1,4,5,1,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1522787,58,8,7,29,57,80,12,38,76,130,46,"No",0,0.94,0.87,0,"No","No","Yes","Yes","No","No" +1584118,647,2,0,0,0,0,4,8,10,12,13,"No",0,0.84,0.73,0,"Yes","No","No","Yes","No","No" +2177993,68,3,0,48,72,96,12,39,84,127,23,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1230034,10,8,3,20,44,68,3,11,23,35,7,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2093925,10,12,0,100,100,100,4,22,46,68,4,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +3169579,28,8,0,30,60,90,30,81,133,241,4,"No",0,0.96,0.93,0,"No","No","No","Yes","No","No" +2123848,20,4,0,0,0,0,0,1,2,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1409524,4,2,0,10,10,10,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1956821,11,2,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1979865,11,12,0,0,0,0,1,2,7,10,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1270084,206,2,109,640,1120,1600,177,443,829,1299,169,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1422323,16,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1651735,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1529495,51,2,0,48,88,120,7,35,58,63,24,"No",0,0.84,0.76,0,"No","No","No","Yes","No","No" +2068176,4,2,0,0,2,4,0,2,3,4,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1733395,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1243385,77,NA,0,0,0,0,0,5,11,12,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1880720,34,8,0,0,0,0,4,18,34,54,2,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +3206294,19,2,0,0,0,0,0,0,1,4,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +3197590,10,8,0,0,2,7,1,9,12,12,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2164117,24,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3200405,5,2,0,0,1,3,0,1,9,14,1,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1752727,19,12,0,20,20,20,6,19,39,58,1,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +1727656,8,4,0,0,0,0,1,4,12,22,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1827172,33,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1427364,11,8,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1218068,3,8,0,1,3,5,0,2,6,6,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1748242,320,8,0,0,150,450,0,0,0,0,0,"No",0,0.2,0.44,0,"No","No","Yes","Yes","No","No" +2026536,7,8,0,11,17,26,1,6,14,26,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1758222,31,2,0,0,0,0,0,0,0,0,0,"No",0,0.65,0.67,0,"No","No","Yes","Yes","No","No" +2269343,94,8,0,21,21,21,2,13,26,34,5,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +3136655,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1880718,74,16,48,12,18,54,15,37,81,112,22,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2902157,1,9,0,2,3,5,2,3,4,8,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1720074,19,9,0,0,0,0,0,1,3,6,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1153396,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +3180518,13,8,0,0,0,0,0,1,1,1,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1427621,1763,2,415,3312,9000,14760,1492,4893,11170,16367,806,"No",0,0.7,0.7,0,"No","No","No","Yes","No","No" +3086061,5056,2,0,0,0,0,8,34,88,104,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1245117,28,8,0,57,109,161,20,59,94,122,33,"No",0,0.99,0.86,0,"No","No","Yes","Yes","No","Yes" +1502543,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1450993,35,8,0,60,140,260,58,187,295,348,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1336972,0,12,0,8,11,14,1,2,7,10,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1868885,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1321209,3,2,0,8,24,40,3,9,16,22,2,"No",0,0.88,0.74,0,"No","No","No","Yes","No","Yes" +1941948,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1888929,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2038524,4,2,0,0,0,0,1,1,1,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +2105717,2,12,0,2,5,5,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3003767,0,12,0,27,36,43,4,11,17,33,0,"No",0,0.77,0.75,0,"No","No","No","Yes","No","Yes" +1483584,330,NA,16,0,0,0,30,252,620,779,158,"No",0,-99,-99,0,"No","No","No","No","No","No" +1706350,8,8,0,0,0,0,1,4,9,11,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +2214714,1,9,0,9,9,9,0,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1993112,82,2,0,0,0,0,2,6,16,17,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +1568710,0,8,0,16,36,46,11,17,23,37,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1300439,-3,12,0,17,24,32,2,7,17,21,6,"No",0,0.74,0.72,3,"No","No","No","Yes","No","Yes" +1990721,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +2251056,14,2,0,0,0,0,0,1,3,7,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1328171,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +3275902,2378,2,0,0,0,0,0,1,6,9,1,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2884701,971,8,66,1170,1890,2610,348,879,967,967,393,"No",0,1,1,0,"No","No","No","Yes","No","No" +1847411,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.49,0,"Yes","No","No","Yes","No","No" +2047446,117,8,0,0,0,0,8,30,74,102,11,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +2288241,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3180384,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1575606,2,2,0,8,12,16,2,6,10,18,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +1665867,1,2,0,3,5,7,2,4,7,9,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +2083079,6,8,0,0,0,1,1,3,3,5,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +1551457,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1883815,35,2,54,0,36,72,0,0,0,0,15,"No",0,0.85,0.76,0,"Yes","No","No","Yes","No","Yes" +2937198,4,2,0,0,0,0,0,1,2,2,0,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +1431278,16,8,10,0,12,12,13,20,25,43,2,"No",0,0.93,0.96,6,"No","No","No","Yes","No","Yes" +2171301,124,2,0,0,0,0,8,29,45,51,3,"No",0,0.99,0.87,0,"Yes","No","No","Yes","No","No" +2824609,78,8,22,68,92,164,18,64,120,180,32,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1786894,1,8,0,36,36,36,9,16,25,43,6,"No",0,0.75,0.86,0,"No","No","No","Yes","No","Yes" +1429808,43,8,2,19,47,75,10,25,66,97,50,"No",0,0.31,0.57,0,"No","No","No","Yes","No","No" +3066173,1994,8,3600,0,0,0,137,506,1117,1877,93,"No",0,0.54,0.54,0,"No","No","No","Yes","No","No" +1231640,0,2,2,0,0,0,0,0,0,0,0,"No",0,0.49,0.45,0,"Yes","No","No","Yes","No","No" +1576259,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1730315,852,2,193,1330,2275,3290,400,1108,2167,3215,334,"No",0,0.63,0.63,0,"No","No","No","Yes","No","No" +1708617,90,9,0,0,0,0,5,5,26,27,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1208391,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +1721012,50,8,70,0,0,0,0,0,0,0,0,"No",0,0.86,0.85,0,"No","No","No","Yes","No","No" +1904068,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +2822783,7,9,0,2,5,8,3,4,11,19,2,"No",0,0.54,0.48,0,"No","No","No","Yes","No","No" +1459650,8,3,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.79,0,"No","No","No","Yes","No","No" +2147725,2,2,0,10,10,23,7,10,12,20,2,"No",0,0.96,0.92,0,"No","No","No","Yes","No","Yes" +1543685,8,8,6,59,94,122,25,56,90,133,19,"No",0,0.99,0.86,0,"No","No","No","Yes","No","Yes" +1353751,5,8,0,12,12,27,4,12,25,30,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2260770,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.85,0,"Yes","No","Yes","Yes","No","No" +3018316,22,8,12,22,46,76,1,15,42,66,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3213735,3809,NA,16,0,0,0,34,87,186,341,48,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2011221,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1142494,6,4,32,19,38,57,7,16,32,41,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1737553,4990,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +3192574,2,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2999494,7,8,0,0,0,0,2,2,2,3,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2120319,29,4,0,0,0,0,1,1,1,1,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +1601566,0,8,0,2,4,4,3,6,13,18,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1858550,1,8,0,20,20,20,2,5,8,9,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1889814,9,12,9,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3001251,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3236203,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1561540,405,17,0,0,0,0,24,78,162,272,30,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1292343,44,2,0,0,0,0,0,0,27,29,1,"No",0,0.32,0.15,0,"Yes","No","No","Yes","No","No" +1757972,75,12,4,116,276,276,38,173,364,719,26,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1974550,11,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3188429,228,NA,0,0,0,0,5,10,26,39,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2266470,5,8,0,0,0,0,0,1,1,1,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","No" +2018668,5,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1397532,8418,NA,1,0,0,0,4,18,35,60,18,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2091164,16,8,0,0,0,0,4,4,4,6,0,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +3077266,48,8,10,62,136,216,8,62,145,197,19,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1535529,2,2,0,77,137,207,14,32,55,56,0,"No",17,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +2002473,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2882566,6,8,0,0,0,0,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1824867,8,8,0,0,0,0,1,1,1,1,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1438125,28,52,0,0,0,0,1,1,4,10,0,"No",0,0.97,0.95,0,"Yes","No","Yes","Yes","No","No" +1625063,9,8,17,33,67,122,16,61,128,149,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1223700,15,8,0,0,0,1,0,4,5,10,0,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +2273213,43,8,0,0,0,0,3,8,12,25,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2051586,6,12,0,0,0,0,0,0,3,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1703530,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1575805,9,8,0,0,0,0,0,0,1,12,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1395914,112,2,5,0,0,50,15,46,92,122,20,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2237023,5,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1359947,1,8,0,5,9,13,2,7,10,13,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2210848,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2823720,44,9,15,45,90,120,20,43,69,117,25,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1704921,10,2,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1989796,117,12,1,100,100,200,21,68,109,160,36,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1999895,2,8,0,519,693,871,32,231,576,828,139,"No",0,0.45,0.45,4,"Yes","No","No","Yes","No","Yes" +2204362,27,8,0,0,0,0,0,0,0,1,0,"No",0,0.63,0.81,0,"No","No","No","Yes","No","No" +3017037,320,8,0,0,200,400,43,131,316,341,49,"No",0,0.83,0.83,0,"No","No","Yes","Yes","No","No" +1389892,238,4,242,401,721,841,205,555,987,1220,103,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1943809,3,2,0,0,0,0,0,2,6,6,0,"No",0,0.38,0.4,0,"No","No","No","Yes","No","Yes" +1760702,2,8,0,74,103,132,13,31,65,106,19,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +1711377,12,8,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1427732,9,2,0,30,45,60,6,19,37,61,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2915288,9,4,0,0,0,0,0,0,2,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2130865,11,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1315749,8,8,0,0,0,0,1,3,5,5,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2935977,2,12,0,0,0,0,1,1,1,1,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3162654,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1493102,64,8,40,380,550,755,214,539,666,926,152,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1792379,6,8,0,0,5,10,1,4,7,10,5,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1745396,12,8,6,2,16,24,3,8,19,33,0,"No",0,0.6,0.77,0,"No","No","No","Yes","No","No" +2086968,0,2,2,6,10,14,2,6,15,18,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3159794,7,8,0,0,12,12,5,10,26,32,7,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1982166,1026,4,8,0,0,0,47,128,307,521,58,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1750116,11,2,0,0,12,12,0,0,1,1,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1173904,7,8,1,0,0,0,0,0,1,1,1,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +2109530,3,0,0,189,189,189,4,16,28,42,5,"No",0,0,0,0,"No","No","No","No","No","Yes" +1459080,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +3207467,901,4,57,1500,3000,4500,378,1307,2504,4013,443,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1404588,261,NA,3,0,0,0,5,19,46,72,16,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1136469,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1830388,13,8,0,8,16,20,2,8,18,29,9,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1386875,152,2,0,57,57,57,0,0,0,0,21,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1521439,16,9,5,15,30,50,1,14,26,37,6,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +2829266,20,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1869088,119,8,38,5,65,155,16,73,166,264,29,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1548548,21,2,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.85,0,"Yes","No","No","Yes","No","No" +2011813,7,6,0,0,0,2,0,1,6,13,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1270753,6,8,0,12,25,39,0,7,22,32,5,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2157974,53672,4,31750,56000,140000,196000,21071,66174,127006,185983,17747,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3242034,1,13,0,1,2,2,0,2,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3075521,44,NA,0,0,0,0,2,6,9,19,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2139747,4,4,0,9,9,27,4,8,20,26,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2097678,550,2,162,480,964,1460,165,562,1013,1662,168,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +2267047,10,12,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +2881071,4,2,0,3,9,12,2,3,11,20,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1543784,9,8,0,50,50,50,1,5,10,14,2,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1858993,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1883668,0,8,0,15,25,45,4,11,23,33,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1126583,442,NA,0,0,15,115,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1113480,5,8,0,15,30,44,6,15,47,61,4,"No",0,0.5,0.63,0,"Yes","No","No","Yes","No","Yes" +1596470,1,8,0,41,71,106,9,33,55,79,9,"No",0,0.66,0.66,0,"No","No","No","Yes","No","Yes" +1633555,6,9,8,21,21,25,2,10,25,40,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1607129,30,52,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1254272,2,2,0,0,0,1,0,0,1,2,0,"No",0,0.96,0.91,0,"No","No","Yes","Yes","No","Yes" +1315927,296,2,172,240,480,780,117,299,498,692,134,"No",0,0.96,0.94,4,"No","No","No","Yes","No","No" +1367957,0,2,0,19,37,55,6,21,46,66,2,"No",0,0.32,0.27,0,"No","No","No","Yes","No","Yes" +1637656,72,2,0,0,0,0,2,5,7,10,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1233068,6,2,0,0,40,40,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","Yes","No","Yes" +2295184,51,8,0,0,100,100,14,31,45,109,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +2073118,226,8,0,0,0,0,1,9,22,38,2,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2100683,1,8,0,21,36,51,11,20,32,46,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1389545,3,8,0,10,10,10,1,6,7,7,1,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +2287152,143,2,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.86,0,"No","No","No","Yes","No","No" +2178101,27900,8,180,1805,19475,32775,2499,9731,22904,42410,3386,"No",0,0.98,0.99,8,"No","No","No","Yes","No","Yes" +1695785,16,14,0,0,20,40,3,6,9,18,1,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +3139301,35,4,84,345,345,345,1,1,1,1,0,"No",0,0.22,0.21,0,"No","No","No","Yes","No","No" +1799143,1200,2,0,0,300,600,532,568,587,12610,63,"No",0,0.5,0.66,0,"No","No","Yes","Yes","No","Yes" +1116812,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1628999,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +3184449,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1616623,61,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1293931,0,9,0,6,8,9,1,1,4,10,2,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +3111844,147,8,89,3136,3136,3136,53,185,314,611,38,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1581326,3,12,0,1,1,1,3,5,9,10,15,"No",0,0.58,0.57,0,"Yes","No","No","Yes","No","Yes" +2251499,73,2,0,20,20,20,4,7,7,7,5,"No",0,0.93,0.9,0,"Yes","No","No","Yes","No","No" +1671544,83,NA,0,0,0,0,11,18,50,50,17,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1634610,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3029417,60,2,0,0,0,0,1,1,4,5,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1831146,0,2,0,11,20,22,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","Yes","Yes","No","Yes" +2819719,2,8,0,4,6,9,4,8,8,12,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1392834,3,8,0,0,720,720,1,3,6,8,2,"No",0,0.68,0.82,0,"No","No","No","Yes","No","No" +1923018,0,8,0,75,130,195,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1702917,48,12,6,75,109,160,26,53,96,151,22,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2205013,-113,NA,0,0,0,0,168,603,1215,1941,209,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1736184,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1539947,4,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1572139,30,8,0,0,0,0,0,3,3,3,0,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +1685704,27,8,0,0,0,0,1,2,2,3,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +2189226,32,4,4,0,11,22,4,11,23,28,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +1815849,53,4,1,9,9,9,2,14,38,61,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1434432,88,52,0,0,0,0,1,7,17,28,3,"No",0,0.79,0.89,0,"Yes","No","No","Yes","No","No" +3073919,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2298342,0,3,0,12,18,24,0,5,7,12,2,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","Yes" +1977516,2,2,0,10,10,10,1,1,2,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +1330629,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3011371,12,8,0,0,0,0,0,0,1,1,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +2974912,856,8,338,900,2052,3312,322,1184,2375,3556,312,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1928234,5,2,0,54,108,171,5,11,23,23,4,"No",0,0.91,0.89,0,"Yes","No","No","Yes","No","Yes" +1266561,76,8,9,42,92,132,18,50,103,165,24,"No",0,0.88,0.7,0,"No","No","No","Yes","No","No" +3109167,125,2,3,0,36,72,12,40,86,179,31,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2983935,51,NA,0,0,0,0,2,6,331,356,37,"No",0,-99,-99,0,"No","No","No","No","No","No" +2979981,40,8,0,0,0,0,2,4,15,22,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1494014,8,4,0,0,0,0,0,2,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3205541,108,8,18,22,22,44,31,63,86,131,39,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1257848,-6,12,0,184,279,393,84,135,216,289,73,"No",7,0.69,0.68,8,"No","No","No","Yes","No","Yes" +2953703,22,8,60,19,40,40,0,0,0,0,0,"No",0,0.67,0.81,0,"No","No","No","Yes","No","No" +1564476,345,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1887331,3,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1444992,11,2,0,10,20,30,2,3,10,11,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +1659628,7,2,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3228892,67,4,42,73,146,197,30,75,146,189,16,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2035419,6,8,0,0,0,0,0,6,12,14,0,"No",0,0.5,0.6,0,"Yes","No","Yes","Yes","No","No" +1342175,6,8,0,3,6,12,7,10,15,26,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +3119558,25,12,0,0,0,0,0,0,1,1,1,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1800151,9,2,0,0,0,0,0,0,2,2,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1648857,5964,8,0,0,0,0,49,84,152,198,33,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1808830,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2818162,3,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1807355,1077,9,128,1932,3780,5586,596,1843,3600,5521,950,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1612929,50,9,0,0,0,0,0,2,2,2,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1950696,25,8,0,225,300,405,29,116,254,415,43,"No",0,0.05,0.12,5,"No","No","Yes","Yes","No","Yes" +2265650,216,6,2,109,276,459,59,168,390,569,44,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1445666,0,8,0,12,26,34,5,14,20,30,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1697690,82,2,0,410,410,410,356,661,1026,1467,380,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1559945,74,9,4,40,80,120,12,48,88,147,24,"No",0,0.89,0.91,0,"No","No","Yes","Yes","No","No" +1247549,6,2,0,22,22,22,3,18,38,57,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1890899,2,4,0,0,0,0,1,1,1,1,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","Yes" +1957250,317,8,0,270,417,630,100,259,487,774,257,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1188882,15,8,0,0,0,0,1,5,12,23,1,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1272113,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1992566,101,12,0,2,2,2,5,10,119,121,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3204493,38,4,0,0,7,14,1,7,19,137,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2265324,127,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2253623,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"Yes","No","No","Yes","No","No" +3181692,0,8,0,0,0,0,1,3,6,10,0,"No",0,0.97,0.91,0,"Yes","No","No","Yes","No","No" +1718654,198,NA,0,0,0,0,1,3,6,12,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3153728,0,8,0,2,3,4,0,1,1,2,1,"No",1,0.41,0.46,0,"No","No","No","Yes","No","Yes" +2809141,0,52,0,0,0,0,0,0,0,0,2,"No",0,0.97,0.97,0,"Yes","No","No","No","No","Yes" +2017166,10,2,0,16,48,72,1,8,17,27,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2013509,0,3,0,12,15,17,0,0,0,0,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1174856,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1704788,0,2,0,3,3,3,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2032804,-1,2,0,8,8,8,1,2,2,2,0,"No",0,0.33,0.59,1,"No","No","No","Yes","No","Yes" +1347617,59,8,0,0,0,0,1,11,36,67,6,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" 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+1660196,23,NA,0,0,5,14,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1243948,1,8,0,1,1,2,0,1,1,2,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1915962,37,2,0,0,0,0,1,5,5,8,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2315779,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.84,0.88,0,"Yes","No","Yes","Yes","No","No" +2047312,4,8,0,0,0,0,1,1,2,2,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1552255,7,8,0,0,0,0,3,4,4,4,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2215714,3,8,0,3,5,6,1,3,5,11,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1808757,0,4,0,100,100,100,0,22,22,33,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +2051972,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1801345,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1197760,41,8,1,5,25,45,12,29,61,99,14,"No",0,0.92,0.76,0,"No","No","No","Yes","No","No" +2025728,923,10,12,0,0,0,17,28,73,134,32,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1721891,1927,NA,416,0,0,0,708,2153,4460,7218,1771,"No",0,-99,-99,0,"No","No","No","No","No","No" +2196676,17,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1364144,28,52,0,32,32,32,14,40,85,132,1,"No",0,0.84,0.89,0,"Yes","No","No","No","No","No" +1993862,0,8,0,8,12,16,0,5,9,14,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","Yes" +1864342,73,12,0,0,0,0,1,1,2,4,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1221466,7,8,0,0,0,0,0,0,0,1,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1113900,0,12,0,3,4,5,1,3,5,5,0,"No",0,0.82,0.79,0,"Yes","No","No","No","No","Yes" +1581526,16,12,706,1660,2100,3300,481,1604,2841,4131,298,"No",0,0.78,0.78,35,"No","No","No","Yes","No","Yes" +1767049,5,2,0,8,8,8,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +2017153,65,8,0,0,0,0,0,4,6,6,2,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1317908,21,2,0,11,11,11,10,10,10,10,0,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","Yes" +1740078,2,4,2,2,6,10,4,10,14,14,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1778446,21,14,0,0,0,0,0,5,5,5,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1652549,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1679099,9,8,1,56,56,56,22,33,78,118,17,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3141740,0,8,0,10,20,30,4,9,19,27,1,"No",0,0.9,0.86,0,"No","No","No","Yes","No","Yes" +2078643,7,8,0,29,29,29,0,1,3,3,0,"No",0,0.5,0.52,0,"Yes","No","No","Yes","No","No" +1340175,47,8,0,4800,4800,4800,297,843,1594,2434,271,"No",0,0,0,20,"No","No","No","Yes","No","Yes" +2048406,6,8,0,0,0,2,0,2,5,8,2,"No",0,0.44,0.64,0,"No","No","No","Yes","No","No" +2113504,13,3,10,40,80,120,9,35,59,77,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1263609,0,2,0,11,11,11,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3085379,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.88,0,"No","No","No","Yes","No","No" +1195931,29,4,4,0,0,0,0,0,1,1,0,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +3028098,129,3,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1597849,0,2,0,8,13,17,0,0,0,0,0,"No",0,0.71,0.75,0,"Yes","No","No","Yes","No","No" +1159023,8,8,0,0,4,8,0,4,4,8,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +3141244,27,12,0,0,0,0,0,0,0,0,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +1611920,197,8,3,1268,1688,2228,294,809,1452,2315,484,"No",40,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +1777921,495,2,133,396,948,1536,190,534,836,958,125,"No",0,0.97,0.94,0,"Yes","No","Yes","Yes","No","No" +1775531,49,2,0,0,0,0,0,1,3,4,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +2810814,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2862839,6,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1257739,6,4,0,0,0,1,0,0,0,2,0,"No",0,0.69,0.68,0,"Yes","No","Yes","Yes","No","No" +1897241,14,13,0,0,0,0,0,0,0,0,0,"No",0,0.61,0.73,0,"No","No","No","Yes","No","No" +1440171,5,8,0,0,0,0,1,4,4,4,2,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1447663,289,8,72,180,180,180,10,77,147,241,78,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1122879,6,8,0,24,48,72,9,34,59,73,6,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +2954111,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2237764,557,8,3,0,0,0,4,37,80,146,20,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +2158322,47,NA,0,0,0,0,0,1,2,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1371870,3,8,0,0,0,0,2,4,7,8,1,"No",0,0.36,0.29,0,"No","No","No","Yes","No","Yes" +1296141,5,2,0,9,18,36,5,15,24,34,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1289768,74,8,0,0,0,0,6,11,26,33,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2022055,236,2,0,0,0,0,6,8,13,14,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1238037,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1934999,118,2,0,0,0,0,9,17,23,31,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3095454,39,8,5,72,108,162,15,49,94,126,18,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1554477,0,2,5,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1964811,58,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +3124308,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +2040577,4,8,0,0,1,2,0,2,2,3,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2280619,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2247504,19,8,0,0,0,0,0,0,0,2,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3141001,7,2,0,50,50,50,10,20,38,54,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2853093,65,8,0,0,27,27,6,20,40,69,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1671405,17,8,0,0,0,0,0,0,0,3,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1227876,62,2,0,0,0,0,0,0,4,4,2,"No",0,1,0.76,0,"Yes","No","No","Yes","No","No" +2948980,49,8,0,40,199,241,7,29,191,294,30,"No",0,0.68,0.73,0,"No","No","Yes","Yes","No","No" +3205460,6,13,0,24,48,60,14,49,79,117,5,"No",0,0.42,0.64,0,"No","No","No","Yes","No","Yes" +1724741,0,8,0,10,20,20,2,7,11,15,1,"No",0,0.25,0.36,0,"Yes","No","No","No","No","Yes" +1691442,7,12,0,20,20,30,2,14,31,42,0,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +2185139,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1607668,4,5,0,3,6,10,0,0,0,0,5,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +2176895,180,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.91,0,"Yes","No","Yes","Yes","No","No" +1986746,70,4,0,0,0,0,6,15,32,40,3,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1744385,244,8,107,400,400,500,63,143,234,418,134,"No",100,0.96,0.93,0,"No","No","Yes","Yes","No","No" +1644798,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1423104,14,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1966840,20,13,0,24,36,48,18,47,83,112,5,"No",0,0.61,0.73,0,"No","No","No","Yes","No","Yes" +1373626,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.62,0,"No","No","Yes","Yes","No","No" +1436455,3,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1419736,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1748438,41,9,0,16,31,41,20,48,90,135,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1511818,7,8,0,0,0,0,0,1,1,4,0,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +1359767,464,8,457,840,1890,2835,293,1150,2321,3674,312,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +3164937,27,8,0,0,0,0,0,7,11,26,6,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +3139121,17,2,0,0,0,0,0,0,1,2,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1411682,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3113032,5,2,1,0,0,0,0,2,2,2,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +3051757,842,2,10,0,295,295,79,288,759,1233,90,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1430123,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +2295830,134,8,48,72,192,312,21,73,182,276,112,"No",0,0.97,0.89,0,"No","No","No","Yes","No","No" +1437286,63,2,42,60,120,210,31,92,168,235,37,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1374329,10,8,0,18,28,28,2,6,13,28,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1143077,28,10,0,0,0,0,0,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1113757,1,8,0,5,8,11,3,5,9,16,3,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +3046869,23,8,0,0,0,0,0,2,5,5,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2984654,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.43,0.59,0,"Yes","No","No","Yes","No","No" +1134334,11,8,0,10,25,40,8,19,40,59,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1266922,206,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1113874,20,2,0,45,99,153,16,42,80,111,10,"No",0,0.81,0.88,0,"No","No","No","Yes","No","Yes" +1451514,1,8,0,0,0,0,0,2,2,3,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +2262678,0,8,0,3,4,6,2,3,4,6,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2161275,9,4,0,0,0,1,11,25,27,28,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1904472,0,2,0,100,100,100,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1388119,1420,4,120,770,1540,2310,198,654,1240,2293,402,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1655832,1,8,0,34,74,114,7,22,33,52,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","Yes" +2958153,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1370081,21,3,1,0,0,0,0,5,7,7,1,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1528908,0,8,0,3,5,6,2,2,3,3,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1978998,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","Yes","Yes","No","No" +1234045,20,2,0,192,366,588,66,177,316,434,7,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3203570,398,2,18,0,20,101,42,121,240,347,48,"No",0,0.94,0.81,0,"No","No","No","Yes","No","No" +2871666,4,12,0,0,0,0,0,0,1,1,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1741507,18,12,0,12,26,41,7,17,35,58,0,"No",2,0.66,0.69,0,"No","No","No","Yes","No","No" +1591518,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +1623466,95,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1435150,2,2,0,0,1,2,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","Yes","Yes","No","No" +1892939,23,2,30,0,0,0,6,6,6,6,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1846683,5,8,0,2,6,10,1,2,10,11,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","Yes" +1131989,-141,8,251,1275,1802,2275,1887,2251,2814,3368,176,"No",0,0.65,0.81,311,"No","No","No","Yes","No","No" +3091431,15,8,0,15,15,30,0,12,37,51,2,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1797596,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +3216640,5,11,7,30,48,60,8,22,46,65,2,"No",0,0.85,0.8,1,"No","No","No","Yes","No","No" +1743592,152,2,0,0,0,0,17,37,65,92,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2909207,3,2,0,0,0,0,0,2,5,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1817018,1,8,0,8,14,17,1,6,8,12,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1155541,15,12,0,0,0,4,1,5,11,21,0,"No",0,0.75,0.7,0,"No","No","No","Yes","No","No" +1623428,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1370941,72,12,0,68,294,431,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +1615753,36,52,0,0,0,0,0,1,2,3,0,"No",0,0.79,0.71,0,"Yes","No","Yes","Yes","No","No" +2294905,114,8,0,1,51,51,8,31,67,105,20,"No",0,0.97,0.91,0,"No","No","Yes","No","No","No" +2986655,65,8,7,70,120,190,21,73,138,195,46,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1730588,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2858558,-1,8,0,34,78,100,2,15,31,49,0,"No",0,0.88,0.94,1,"No","No","No","Yes","No","Yes" +2148852,6,9,0,0,10,10,3,5,8,13,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1475800,1777,2,875,2400,5280,7840,813,2784,5727,8584,667,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2986154,731,8,106,300,840,1260,151,463,1288,2136,198,"No",0,0.51,0.65,0,"No","No","No","Yes","No","No" +1569674,-7,8,0,96,96,144,12,45,74,92,0,"No",0,0.95,0.84,7,"No","No","No","Yes","No","Yes" +1150148,8,12,2,5,5,5,0,0,0,0,1,"No",5,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2974890,46,2,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.8,0,"Yes","No","No","Yes","No","No" +1767161,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.24,0.28,0,"No","No","No","Yes","No","No" +1774766,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1284020,0,8,2,2,3,4,1,3,5,6,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +1452806,511,2,265,450,900,1250,184,484,925,1328,140,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1933278,1,8,0,3,5,7,1,2,4,7,0,"No",1,0.8,0.82,0,"No","No","No","Yes","No","No" +1888649,0,2,0,18,54,54,3,14,21,29,0,"No",0,0.87,0.83,0,"No","No","No","Yes","No","Yes" +1837619,128,8,9,8,39,62,31,73,159,318,25,"No",0,0.31,0.41,0,"No","No","No","Yes","No","No" +1479849,19,8,0,0,0,0,0,1,1,1,2,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1677821,6,2,0,0,0,8,0,10,19,22,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1190020,1,8,0,1,2,3,2,2,3,4,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +2153695,11,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1208984,4,8,0,1,4,7,0,2,4,7,0,"No",0,0.84,0.48,0,"No","No","No","Yes","No","No" +2973367,157,8,12,14,42,42,12,40,73,119,24,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1348313,0,8,0,4,6,8,4,5,7,8,0,"No",0,0.75,0.86,0,"No","No","No","Yes","No","Yes" +1338178,6,8,0,0,0,0,1,1,3,6,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1975430,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1163748,1,4,0,8,12,16,5,14,18,24,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2269407,189,8,23,648,864,1080,103,327,619,998,186,"No",0,0.66,0.7,0,"No","No","No","Yes","No","No" +1671475,-1,8,0,14,19,24,43,47,58,74,2,"No",0,0.95,0.96,1,"No","No","No","Yes","No","Yes" +1824180,6,2,2,26,50,80,6,16,19,19,5,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1527971,0,12,0,5,8,9,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1219634,1,4,0,6,11,15,6,13,15,15,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","Yes" +1805299,41,NA,0,0,0,0,0,1,1,1,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2278435,101,NA,0,0,0,0,9,14,36,39,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2190535,0,9,0,4,4,6,3,4,7,10,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3274017,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1445803,8,8,0,0,0,0,0,1,1,2,0,"No",0,0.82,0.88,0,"Yes","No","No","Yes","No","No" +1672453,5,2,0,0,1,1,0,0,2,2,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1819337,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2907161,24,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.88,0,"No","No","No","Yes","No","No" +1420958,230,4,169,239,459,635,134,302,537,786,47,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1211288,1539,12,0,0,498,810,45,135,292,696,185,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1549488,14,8,0,0,0,0,1,4,9,16,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1405808,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +2822739,67,2,5,48,108,180,19,59,120,190,16,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1413861,2018,22,63,135,135,135,37,128,223,594,144,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +2028284,136,8,0,0,0,0,0,0,3,3,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +2935079,11,8,0,0,0,0,0,0,1,1,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1665804,22,9,4,23,41,63,12,26,49,79,22,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1442258,0,8,0,4,4,8,0,2,3,5,0,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","Yes" +3225669,1,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1662178,167,8,62,145,439,586,57,161,328,459,58,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +2809697,13,8,0,0,0,0,1,1,1,1,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +2070989,881,8,0,0,0,0,0,0,0,0,2,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1281025,1387,0,0,0,0,0,14,40,76,111,20,"No",0,0,0,0,"Yes","No","No","No","No","No" +1819552,49,8,0,0,0,0,0,1,5,5,0,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2170651,18,2,0,0,0,0,0,1,2,2,0,"No",0,0.64,0.59,0,"Yes","No","No","Yes","No","No" +1707013,5,NA,0,0,0,0,1,3,5,12,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +2312795,30,8,0,477,777,927,87,233,361,466,77,"No",0,0,0,2,"No","No","No","Yes","No","Yes" +1458268,0,2,10,0,0,0,3,4,4,4,0,"No",0,0.86,0.84,0,"Yes","No","No","Yes","No","Yes" +1794640,31,9,0,0,0,0,0,1,3,6,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2808526,-43,8,0,182,239,312,22,99,202,293,20,"Yes",2,0.18,0.38,43,"No","No","Yes","Yes","No","Yes" +1140210,2,12,0,1,2,3,1,4,4,4,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1183995,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2955385,2,12,0,30,50,70,6,19,31,46,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +2908680,0,2,0,96,96,96,0,0,0,0,1,"No",96,0.03,0.1,0,"Yes","No","Yes","Yes","No","No" +1319816,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1818751,5,8,0,11,18,25,4,11,16,22,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","No" +2102679,3,2,0,2,2,2,1,3,3,3,0,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","Yes" +1441491,49,12,0,0,0,0,0,0,0,0,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1420322,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1546198,91,12,0,0,0,0,0,0,1,1,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1128067,83,8,3,49,133,224,29,75,139,200,26,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +2090638,43,8,0,21,42,63,9,25,57,94,18,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1803926,0,2,0,8,14,17,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1365606,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1569757,12,15,0,130,130,145,26,69,107,152,40,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +3045268,4,8,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1431704,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2826750,74,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +1658778,-21,8,0,173,341,552,65,207,414,549,40,"No",75,0.09,0.17,21,"No","No","No","Yes","No","Yes" +1511495,4,9,0,0,0,0,0,0,1,3,0,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +1201058,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","Yes","Yes","No","Yes" +1814945,95,8,0,0,0,0,2,8,12,14,3,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2025540,12,12,0,65,65,65,0,0,3,3,3,"No",0,0.23,0.26,0,"Yes","No","No","Yes","No","No" +1811260,12,52,0,0,0,0,0,0,0,0,1,"No",0,-99,0,0,"Yes","No","No","No","No","No" +1767271,194,2,24,456,816,1248,154,395,751,1185,118,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3059856,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2211398,4,8,0,6,14,18,1,6,16,24,0,"No",0,0.87,0.78,0,"No","No","No","Yes","No","No" +2315730,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.15,0.09,0,"No","No","No","Yes","No","No" +1967131,10,8,0,0,0,0,1,3,7,9,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3283546,14,10,0,39,39,62,7,15,31,44,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2208322,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1130437,5,12,0,0,0,0,2,2,4,9,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1666198,38,8,1,95,155,203,33,84,143,224,22,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +2217115,1,6,0,2,3,4,0,2,2,4,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1957802,101,8,41,54,135,189,28,105,211,353,42,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +2932054,0,8,0,13,24,27,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1851484,4,NA,0,0,0,0,0,0,0,0,23,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" 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+2178621,51,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +1504597,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2060191,0,12,0,5,8,10,1,3,5,7,4,"No",0,0.69,0.69,0,"No","No","No","Yes","No","Yes" +3098639,6,2,0,84,126,210,11,34,39,45,0,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","Yes" +3068367,4,2,0,0,0,0,0,0,2,2,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1957091,1,52,0,0,0,0,1,1,2,2,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +2817633,132,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1953113,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.94,0,"Yes","No","No","Yes","No","No" +1906019,150,2,0,0,30,105,10,21,96,131,4,"No",0,0.87,0.81,0,"Yes","No","No","Yes","No","No" +2102189,31,8,52,135,265,385,42,138,287,391,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1559118,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2171981,39,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3195169,168,8,12,0,0,0,11,28,56,97,17,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +3049870,6,52,0,0,0,0,0,0,0,0,2,"No",0,0.88,0.64,0,"Yes","No","No","Yes","No","No" +1954400,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1727250,10,8,0,0,6,6,2,6,11,12,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1230486,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"Yes","No","No","Yes","No","No" +1325451,23,8,0,43,129,172,16,45,99,156,8,"No",0,0.15,0.34,0,"No","No","No","Yes","No","No" +1742715,102,9,0,0,0,0,9,22,44,49,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +3064108,2,8,0,2,4,6,0,1,2,4,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1198021,128,8,0,0,0,0,13,22,42,51,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +2817143,21,8,0,0,3,10,2,4,7,32,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +2204244,50,2,0,0,0,12,4,17,23,35,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1566976,8,4,0,15,30,45,1,12,23,36,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1271225,14,4,0,0,0,0,0,1,1,2,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1400683,4,8,1,0,1,1,1,1,2,3,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +2947127,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1691941,12,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1503366,129,2,0,96,192,320,45,168,315,473,61,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1117561,84,9,4,60,107,154,11,41,77,123,30,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2843197,25,NA,0,0,0,0,3,14,24,32,14,"No",0,-99,-99,0,"No","No","No","No","No","No" +1495715,4611,2,0,0,0,0,8,19,45,84,5,"No",0,0.82,0.91,0,"No","No","Yes","Yes","No","No" +2982419,59,8,0,8,32,48,9,25,39,57,6,"No",0,0.83,0.7,0,"No","No","No","Yes","No","No" +1935828,6,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1201616,0,4,0,9,12,12,1,4,4,4,0,"No",0,0.59,0.62,0,"Yes","No","No","Yes","No","Yes" +1558993,91,9,1,80,160,280,14,83,157,228,49,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +2925175,104,8,8,132,264,420,40,143,251,468,46,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +2060192,-3,8,0,173,173,173,69,155,177,199,27,"No",0,1,0.97,3,"No","No","No","Yes","No","Yes" +1964487,2,8,0,0,0,1,0,1,1,2,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +1359420,3,8,0,36,71,101,8,34,54,78,9,"No",0,0.66,0.66,0,"No","No","No","Yes","No","Yes" +2136080,4,3,4,0,6,9,0,1,6,15,1,"No",0,0.09,0.12,0,"No","No","No","Yes","No","No" +1206267,4,8,0,3,6,9,4,9,13,19,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1246939,3,2,0,20,20,20,3,10,20,24,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1145372,-1,8,0,13,16,18,6,10,21,25,0,"No",0,0.47,0.62,1,"No","No","No","Yes","No","Yes" +1694486,3,2,0,10,20,30,1,4,10,23,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +1395162,19,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2938791,0,12,0,0,0,0,0,0,2,2,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3259369,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1261851,3,14,0,5,8,12,0,2,6,8,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1448621,16,8,0,0,0,0,0,0,1,4,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1148193,4,8,0,3,6,9,2,4,6,11,0,"No",0,0.75,0.74,0,"No","No","Yes","Yes","No","No" +1858982,12,14,1,3,3,3,1,3,9,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2076808,-1,3,0,989,1754,1754,1,4,4,4,89,"No",0,0.61,0.71,2,"No","No","No","Yes","No","Yes" +1429615,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1122352,10,2,0,8,28,51,6,27,71,82,0,"No",0,0.97,0.8,0,"No","No","No","Yes","No","Yes" +2206671,3,2,9,23,48,78,1,8,14,14,0,"No",0,0.84,0.88,0,"Yes","No","No","Yes","No","No" +2155762,13,9,0,0,0,0,2,3,4,6,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3226644,9,2,0,0,0,0,0,0,7,11,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2911570,83,2,0,0,0,0,18,139,146,146,0,"No",0,0.52,0.62,0,"No","No","Yes","Yes","No","No" +3159399,0,NA,0,0,0,0,1,4,7,10,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2919883,46,2,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.8,0,"Yes","No","No","Yes","No","No" +3024147,23,8,0,0,11,22,190,614,1160,1621,2,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1854790,15,8,0,86,129,172,14,43,93,149,8,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1516556,404,2,12,250,750,1000,115,417,893,1207,93,"No",0,0.69,0.56,0,"No","No","No","Yes","No","No" +1210664,0,2,0,465,465,465,0,0,0,0,0,"No",0,0.6,0.68,0,"Yes","No","No","Yes","No","No" +3009802,4,8,0,0,1,2,2,2,2,5,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1557531,3,8,0,3,3,3,0,2,3,3,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +2892492,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2238517,0,8,0,41,76,111,4,22,33,48,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","Yes" +2935962,8,8,0,0,0,0,1,1,1,2,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2137300,121,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1183469,0,8,0,100,100,100,0,0,0,0,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +1477337,7,4,0,0,0,0,0,5,7,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1224949,4,4,0,0,2,5,0,3,5,6,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3143278,54,8,30,60,150,210,17,64,144,215,23,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2260614,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1867872,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2060539,23,2,0,0,0,15,0,2,12,17,0,"No",0,0.74,0.61,0,"No","No","Yes","Yes","No","No" +1611306,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1922748,0,5,0,16,16,16,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +2822769,8,8,0,0,0,0,0,0,1,6,1,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2266422,6,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +2008763,6,8,0,0,0,0,2,3,3,8,1,"No",0,0.66,0.81,0,"No","No","No","Yes","No","No" +2894863,19,8,0,0,0,0,0,1,2,4,0,"No",0,0,0.08,0,"No","No","No","Yes","No","No" +1827966,27,8,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2888070,35,8,0,0,0,0,0,1,1,2,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2102383,8,4,7,8,16,24,2,8,10,16,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1475880,482,12,0,1000,1000,1000,85,276,551,902,151,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1778265,-101,2,0,262,262,262,0,104,104,114,18,"No",0,0,0,101,"Yes","No","No","Yes","No","Yes" +1201717,23,8,0,30,60,60,14,56,88,121,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","Yes" +1368729,58,9,20,0,24,64,16,43,72,99,15,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1211492,11,12,0,0,8,16,1,5,10,15,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +3152181,34,2,0,0,0,35,2,11,25,37,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2029828,10,8,0,0,0,0,0,3,9,12,3,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1557171,156,12,0,75,150,150,20,67,151,226,34,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1529510,0,2,0,18,33,45,4,5,8,8,0,"No",0,0.82,0.75,0,"No","No","Yes","Yes","No","Yes" +2140165,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","Yes" +2862479,41,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1466964,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2090519,5,8,0,18,30,42,11,26,48,73,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +3133389,4,8,0,0,0,0,0,0,3,4,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1259011,10,8,0,0,4,8,0,5,10,12,0,"No",0,0.95,0.88,0,"No","No","No","Yes","No","No" +1684436,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1939332,7,9,0,0,0,0,0,1,1,4,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +2014353,4013,10,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1319934,-25,8,157,655,1135,1615,538,1358,2121,2294,159,"No",0,1,0.85,24,"No","No","No","Yes","No","Yes" +1913479,12,2,0,0,6,6,0,6,9,15,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +3225990,5,2,5,0,1,1,0,1,1,1,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +2828586,0,2,0,0,0,0,8,32,70,85,0,"No",0,0.38,0.38,0,"No","No","No","Yes","No","Yes" +2235604,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2830919,17,9,0,6,6,6,1,2,4,11,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1611845,267,8,20,435,645,870,230,489,647,804,229,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +1442302,3,2,0,10,20,30,0,3,9,23,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +1245448,37,4,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.87,0,"No","No","No","Yes","No","No" +1150921,6,4,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1706491,4,4,0,16,20,20,0,0,0,0,1,"No",0,0.97,0.96,0,"Yes","No","No","Yes","No","No" +2164781,16,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1747024,185,2,0,0,0,0,9,13,24,37,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +2916242,7,4,1,0,0,0,0,1,3,3,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1973535,659,2,395,936,2064,3168,364,1157,2039,2847,281,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2995175,26,9,0,0,0,0,0,0,1,2,0,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1735929,3,14,1,24,32,48,4,24,37,50,8,"No",0,0.68,0.69,0,"No","No","No","Yes","No","No" +2064034,15,8,0,15,30,45,5,15,28,40,3,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1583444,99,12,0,0,0,0,1,7,18,30,1,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1625692,0,8,0,16,24,33,3,11,15,20,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","Yes" +2004509,0,4,0,6,9,10,0,0,0,0,0,"No",1,0.89,0.9,0,"Yes","No","No","Yes","No","Yes" +3256685,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +3118644,0,2,0,227,227,227,0,0,0,0,4,"No",0,0.34,0.51,0,"Yes","No","Yes","Yes","No","No" +3202886,5,8,0,0,0,0,0,4,5,8,4,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2909817,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1925706,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.78,0,"No","No","Yes","Yes","No","No" +3074528,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1253046,875,8,4,0,0,0,36,157,374,590,131,"No",0,0.8,0.85,0,"No","No","Yes","Yes","No","No" +2871711,8,8,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3072064,0,9,0,5,8,11,0,3,5,7,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +2157715,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3258075,8104,8,0,0,0,0,252,666,1780,5707,415,"No",0,0.71,0.73,0,"No","No","No","Yes","No","No" +1189911,65,12,55,384,624,864,130,316,544,778,69,"No",0,0.98,0.96,1,"No","No","No","Yes","No","Yes" +3217940,29,8,1,35,65,107,6,30,77,141,7,"No",0,0.83,0.7,0,"No","No","No","Yes","No","No" +2231696,112,8,15,79,133,214,45,131,231,349,161,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1296762,177,2,0,0,0,0,2,2,12,31,1,"No",0,0.88,0.74,0,"Yes","No","Yes","Yes","No","No" +2913603,18,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1928301,2,9,0,3,3,3,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2313368,9,8,0,10,10,10,3,6,13,24,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1750070,4,2,0,112,224,224,4,4,4,4,2,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","Yes" +1679251,68,2,0,0,0,0,1,7,15,26,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1913036,1,3,0,2,3,4,0,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3250818,35,4,0,0,0,0,1,1,3,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1216593,-341,12,150,1104,1480,1715,154,459,951,1331,0,"No",0,0,0.02,185,"No","No","No","Yes","No","Yes" +1643833,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1131297,14,2,0,11,22,33,0,11,29,52,5,"No",0,0.79,0.83,0,"No","No","No","Yes","No","Yes" +3134731,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1724386,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1622555,34,8,0,84,84,132,18,34,126,171,18,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2867514,150,8,6,51,172,301,42,165,358,551,36,"No",0,0.86,0.71,0,"No","No","No","Yes","No","No" +1603278,15,8,14,0,24,48,5,19,42,58,11,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2889918,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.45,0.63,0,"No","No","No","Yes","No","No" +1690278,22,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1334555,1,8,0,10,20,30,1,3,12,16,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1996016,18,9,10,10,20,60,5,30,62,77,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2817059,195,12,0,0,0,0,0,0,0,5,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2019726,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +2943828,14,8,0,120,120,120,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1274811,38,2,0,80,160,240,22,46,69,86,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2044137,0,2,1,6,6,6,3,6,6,6,0,"No",1,0.93,0.93,0,"Yes","No","No","Yes","No","Yes" +1727968,67,8,0,0,0,21,1,13,20,44,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3125859,31,8,0,0,0,0,0,0,1,1,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1290731,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +3134115,23,8,0,0,0,0,0,0,6,9,0,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2838883,-4,2,0,10,20,40,0,15,29,47,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3080117,170,2,0,300,300,300,48,147,191,229,6,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2813714,4,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2114993,2,10,0,4,8,12,0,3,6,7,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2174646,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1181567,16,12,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1950387,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1548872,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3142660,60,8,31,167,272,379,36,131,250,388,39,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1984145,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1138764,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.41,0,"No","No","No","Yes","No","No" +1239379,10,8,1,10,30,40,6,25,38,58,10,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2013110,8,2,0,0,2,6,1,4,6,8,2,"No",0,0.84,0.77,0,"No","No","No","Yes","No","No" +1930343,5,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1593857,1499,8,0,0,0,0,1,2,3,4,1,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +2878019,22,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2802664,7,8,0,0,0,1,0,1,5,20,2,"No",0,0.62,0.58,0,"No","No","No","Yes","No","No" +2934843,1455,8,8,432,1080,1620,280,968,1924,3024,194,"No",0,0.61,0.6,0,"No","No","Yes","Yes","No","No" +2920798,9,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1173588,5,3,8,0,0,12,1,5,15,22,3,"No",0,0.89,0.92,0,"No","No","No","Yes","No","No" +1547453,5,8,0,0,0,0,1,2,3,5,1,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +3004243,2,9,0,3,4,4,0,0,0,0,0,"No",1,0.7,0.66,0,"No","No","No","Yes","No","No" +3025523,5011,8,574,0,0,0,488,1614,3616,7287,864,"No",0,0.88,0.64,0,"No","No","No","Yes","No","No" +2161988,265,52,3,0,0,0,13,35,94,140,19,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1476920,44,8,6,39,91,130,14,49,97,156,23,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1770388,83,10,0,52,52,85,7,25,74,133,21,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3010701,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.48,0,"Yes","No","No","Yes","No","No" +1931754,47,2,65,56,112,112,29,75,146,202,25,"No",0,0.96,0.92,1,"No","No","No","Yes","No","No" +1176196,510,8,178,1504,2336,2960,263,738,1510,2564,292,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +1457681,2,8,0,0,0,1,0,0,1,3,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2808950,1,8,0,1,1,2,0,1,1,1,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1510154,151,8,2,0,32,64,0,1,83,83,14,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3099176,13,8,0,0,0,0,0,0,0,0,2,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +1697230,4,12,1,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1243230,116,8,6,240,240,480,33,101,179,313,29,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1116679,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +1358173,217,12,0,0,0,0,1,1,1,2,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1611611,0,8,0,5,5,6,0,0,2,5,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +2921281,30,8,0,3000,3000,3000,278,948,1414,2088,163,"No",0,0,0,18,"No","No","No","Yes","No","Yes" +3061742,76,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +1599648,196,8,138,359,706,1077,201,583,1076,1548,144,"No",0,0.98,0.97,15,"No","No","No","Yes","No","No" +2052834,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.69,0,"No","No","Yes","Yes","No","No" +1841923,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +3159221,59,8,0,0,88,88,16,35,54,97,15,"No",0,0.54,0.53,0,"No","No","No","Yes","No","No" +1184971,832,8,0,0,0,0,13,88,288,761,127,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1558560,8,12,0,8,8,15,3,5,15,22,3,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1752906,110,6,2,138,242,345,71,227,382,572,43,"No",0,0.74,0.5,0,"No","No","No","Yes","No","No" +2227258,622,8,3,0,0,0,24,98,223,356,31,"No",0,0.91,0.94,0,"No","No","No","Yes","No","No" +1661491,8,2,0,8,12,16,13,34,53,54,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1965053,80,8,0,48,96,96,5,37,71,127,27,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1124000,12,12,0,90,170,255,11,67,119,138,0,"No",0,0.79,0.86,0,"No","No","No","Yes","No","No" +3166946,702,8,0,184,644,1012,134,441,1020,1522,182,"No",0,1,1,0,"No","No","No","Yes","No","No" +1182283,3,2,0,76,131,197,19,38,39,39,9,"No",0,0.99,0.93,0,"Yes","No","No","Yes","No","Yes" +1441482,28,8,0,64,128,128,23,137,255,352,27,"No",0,0.98,0.93,0,"No","No","No","Yes","No","No" +1830679,17,2,0,0,0,0,1,1,2,4,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2989834,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1548736,71,2,0,0,81,81,16,33,43,45,6,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +2816932,0,8,0,15,23,31,2,9,12,17,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1189795,8,2,0,66,66,70,9,35,65,67,35,"No",1,0.79,0.83,0,"No","No","No","Yes","No","No" +2224749,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +2038121,0,2,0,11,16,21,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2086728,-5,8,0,26,40,54,6,24,35,44,5,"No",0,0.86,0.68,5,"No","No","No","Yes","No","Yes" +1751238,33,8,7,53,113,133,6,27,97,150,22,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +1958113,27,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1538896,-7,2,33,90,114,138,17,27,56,56,0,"No",0,0.14,0.14,7,"Yes","No","No","Yes","No","No" +1599076,55,2,56,336,672,1008,122,339,608,899,94,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1407054,1,8,0,4,6,8,1,3,4,4,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1841412,5,8,1,0,2,5,2,5,8,15,2,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1637140,15,9,0,0,24,24,2,5,9,14,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2223057,73,2,0,0,96,96,4,19,35,57,0,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +1921477,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1704552,6,8,0,13,35,57,2,8,11,14,2,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +1323620,3,8,0,0,5,5,1,2,5,5,2,"No",0,0.88,0.87,0,"No","No","No","Yes","No","No" +3256848,48,2,8,30,60,96,8,21,26,26,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1795098,477,NA,0,0,0,0,90,138,197,227,11,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1234523,0,2,0,0,15,15,0,0,0,0,1,"No",0,0.87,0.87,0,"Yes","No","No","Yes","No","No" +2992766,232,8,88,610,1158,1676,154,527,1040,1768,149,"No",0,0.88,0.68,0,"No","No","Yes","Yes","No","No" +1469799,4,8,4,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2246353,14,2,0,0,7,14,0,14,19,36,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3110901,0,8,0,2,2,2,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +2830424,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.77,0,"No","No","No","Yes","No","No" +2828269,7,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2226896,57,8,0,0,0,0,1,5,14,23,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1637986,66,8,3,0,25,50,14,25,53,92,15,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1688163,187,8,8,100,200,300,36,152,253,432,38,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1703751,32,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1420578,2,8,0,8,8,8,1,3,8,11,15,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +2956824,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +1898273,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1677593,10,2,0,6,12,12,2,3,7,7,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +2009561,108,2,58,112,168,280,28,106,191,295,50,"No",0,1,1,0,"No","No","No","Yes","No","No" +1779819,71,0,0,0,0,0,0,1,6,8,1,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2999140,49,8,0,0,40,60,8,23,42,70,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1553587,11,8,0,0,0,0,0,0,1,1,2,"No",0,0.46,0.45,0,"Yes","No","No","Yes","No","No" +1267098,199,8,130,0,120,120,18,139,243,391,82,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1289591,2,8,0,2,7,7,0,2,2,5,0,"No",0,0.9,0.86,0,"No","No","Yes","Yes","No","No" +1618889,4975,52,0,0,0,0,0,0,5,5,0,"No",0,0.59,0.78,0,"Yes","No","No","No","No","No" +1152984,7,8,0,350,350,350,6,16,49,73,0,"No",0,0.67,0.8,0,"No","No","No","Yes","No","Yes" +2968125,28,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1270605,0,3,0,111,183,214,0,0,1,1,29,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1878066,0,2,0,4,4,4,0,0,0,0,0,"No",0,0.84,0.66,0,"Yes","No","No","Yes","No","Yes" +1518940,220,2,6,87,174,261,42,129,226,336,37,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +2212636,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2205275,27,8,0,0,0,0,15,51,92,147,34,"No",0,0.66,0.63,0,"Yes","No","Yes","Yes","No","No" +1797185,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1842665,-323,8,231,1465,2312,3236,266,899,1764,2825,197,"No",154,0.14,0.14,352,"No","No","Yes","Yes","No","Yes" +1414335,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1790215,4740,12,0,0,0,0,20,35,52,77,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +3220370,381,2,0,0,0,0,9,16,24,25,1,"No",0,0.51,0.28,0,"No","No","Yes","Yes","No","No" +3089166,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +1424390,7,2,7,0,0,0,0,0,0,0,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +2294996,0,2,0,4,7,7,0,0,0,0,0,"No",0,0.37,0.36,0,"Yes","No","No","Yes","No","No" +2281357,55,12,0,0,0,0,0,0,0,0,1,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +3166564,60,2,0,0,0,0,1,5,5,10,2,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2996235,107,12,14,100,175,250,55,123,239,337,26,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2829561,8,2,0,0,0,0,0,0,0,1,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +1393792,236,2,4,0,0,0,17,65,119,181,27,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +1955329,70,8,0,47,78,109,10,37,75,124,9,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1564513,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3238676,7,8,0,0,6,10,0,1,3,7,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2899448,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1374799,47,2,0,0,0,0,0,0,1,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1478845,96,8,0,311,544,823,90,315,616,902,95,"No",18,0.82,0.75,0,"No","No","No","Yes","No","Yes" +1907418,49,8,0,0,0,0,1,5,26,79,2,"No",0,0.96,0.85,0,"No","No","No","Yes","No","No" +1375024,3,9,0,0,0,0,0,0,0,0,1,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +3041405,74,8,25,340,620,940,82,258,487,680,51,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1834475,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1549330,923,8,0,0,0,0,2,3,6,8,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2809823,0,2,0,5,7,10,0,5,5,7,0,"No",0,0.99,0.99,0,"Yes","No","Yes","Yes","No","No" +1184214,54,2,0,0,0,0,2,6,24,31,1,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","No" +1883040,17,8,0,0,0,0,0,0,0,2,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2932464,0,2,0,6,6,6,0,0,0,0,1,"No",0,0.92,0.95,0,"Yes","No","No","Yes","No","Yes" +1648082,2,4,0,46,72,98,15,43,87,113,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +2249531,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3134076,60,NA,0,0,0,0,2,2,2,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2828346,379,8,71,378,648,810,88,298,597,1061,84,"No",0,0.61,0.6,0,"No","No","No","Yes","No","No" +3277786,27,8,0,0,0,0,1,4,7,19,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2860681,11,4,0,6,6,12,1,2,8,12,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2056515,25,12,0,4,9,17,4,12,28,40,13,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +2872135,59,8,0,5,12,20,2,10,31,54,12,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1903102,-64,NA,0,0,0,0,121,535,828,1097,127,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1710751,0,8,0,8,16,16,2,16,24,35,11,"No",0,0.89,0.78,0,"No","No","No","Yes","No","Yes" +2183552,2,2,0,0,0,0,3,3,11,19,0,"No",0,0.76,0.87,0,"No","No","No","Yes","No","Yes" +2149499,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1405224,38,2,0,0,0,0,0,0,1,1,0,"No",0,0.94,0.89,0,"No","No","No","Yes","No","No" +1312797,2,8,0,0,0,0,0,0,0,1,1,"No",0,0.48,0.53,0,"No","No","No","Yes","No","No" +1192290,155,8,0,205,309,413,60,168,304,423,127,"No",0,0.96,0.98,0,"No","No","No","Yes","No","Yes" +1783571,22,2,0,20,60,100,12,26,46,62,10,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1335601,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1606991,0,8,0,462,586,667,9,9,9,9,72,"No",0,0.77,0.77,9,"Yes","No","No","Yes","No","Yes" +1760064,1135,8,369,666,1721,2597,48,134,325,544,72,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +1739866,21,8,0,0,0,0,0,0,1,3,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1234189,1,0,0,51,56,56,11,20,30,41,1,"No",0,0,0,0,"No","No","No","No","No","Yes" +1517422,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1376160,16,8,0,0,0,0,1,2,8,11,11,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1466843,161,8,0,1411,2181,2881,333,784,1435,2271,321,"No",0,0.05,0.12,0,"No","No","No","Yes","No","Yes" +1932363,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1394717,46,12,1,0,0,0,1,5,14,29,8,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","No" +2886688,170,8,0,0,28,84,6,51,167,230,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +2113815,3,8,0,6,11,16,3,16,24,30,2,"No",0,0.45,0.69,0,"No","No","No","Yes","No","Yes" +3009116,978,8,0,0,0,0,0,0,2,2,2,"No",0,0.81,0.89,0,"No","No","Yes","Yes","No","No" +2969930,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2045619,76,2,0,0,0,0,6,9,28,29,1,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +2056819,14,8,1,1,1,1,0,7,24,24,0,"No",0,0.91,0.63,0,"No","No","No","Yes","No","No" +2910344,1,8,0,1,2,3,2,2,4,4,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1358595,22,2,0,0,64,64,29,54,86,121,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1990927,69,12,0,0,36,36,3,18,30,44,0,"No",0,0.88,0.93,0,"No","No","No","Yes","No","No" +1258319,108,8,0,0,0,0,8,23,51,71,45,"No",0,0.95,0.93,0,"No","No","No","Yes","No","No" +3123117,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"Yes","No","No","Yes","No","No" +1482475,3897,2,0,0,0,0,0,1,4,15,0,"No",0,0.62,0.63,0,"No","No","No","Yes","No","No" +2833602,4,52,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"Yes","No","No","No","No","No" +3051490,0,8,0,2,2,3,1,1,2,3,0,"No",0,0.08,0.26,0,"No","No","No","Yes","No","Yes" +2053845,233,4,0,0,0,0,0,0,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3086857,10,2,0,0,0,0,0,0,4,8,0,"No",0,0.86,0.86,0,"No","No","No","Yes","No","No" +3208637,3,8,0,0,0,0,0,1,2,4,0,"No",0,0.97,0.93,0,"Yes","No","No","Yes","No","No" +1566979,60,8,1,39,72,116,18,44,93,136,15,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1564378,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2057315,6,5,0,0,4,5,0,3,17,24,3,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1677614,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.14,0.14,0,"No","No","Yes","Yes","No","No" +1385910,23,8,0,70,140,200,8,45,102,165,2,"No",0,0.09,0.08,0,"No","No","No","Yes","No","No" +3060887,329,2,0,0,0,0,0,1,1,4,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2849970,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1150228,0,2,0,7,7,7,0,0,0,0,0,"No",0,0.49,0.45,0,"No","No","No","Yes","No","Yes" +1503511,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +2970500,107,8,6,54,102,138,24,80,171,302,18,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1707678,32,8,0,225,300,425,40,120,258,418,44,"No",0,0.05,0.12,2,"No","No","Yes","Yes","No","Yes" +3065281,2,8,0,0,0,0,0,1,1,1,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1805881,265,8,4,0,0,0,22,59,115,164,22,"No",0,0.14,0.19,0,"No","No","No","Yes","No","No" +1895771,2,8,0,0,0,0,4,10,32,47,1,"No",0,0.88,0.92,0,"No","No","No","No","No","Yes" +3167169,26,8,0,120,120,120,6,12,23,36,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1858970,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","No","Yes","No","No" +1215596,356,8,279,7419,7419,9405,808,2611,5828,9664,943,"No",600,0.52,0.53,13,"No","No","No","Yes","No","Yes" +1470439,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +1418003,29,2,0,0,3,3,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +1844068,115,8,23,94,216,336,34,113,240,373,47,"No",0,0.92,0.91,0,"No","No","No","Yes","No","No" +2935163,95,8,0,0,0,0,0,0,0,0,2,"No",0,0.03,0.1,0,"No","No","No","Yes","No","No" +2821931,72,2,37,124,232,336,57,142,317,474,34,"No",28,0.92,0.94,0,"No","No","No","Yes","No","No" +1116671,0,10,0,1,2,2,2,2,3,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2037291,8,8,0,0,0,0,5,7,17,30,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1163522,67,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1973968,5,52,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.96,0,"Yes","No","No","No","No","No" +3164409,622,2,0,0,0,0,0,0,0,2,2,"No",0,-99,1,0,"Yes","No","No","Yes","No","No" +2016735,0,2,0,0,1,3,0,1,2,7,2,"No",0,1,0.99,0,"No","No","No","No","No","Yes" +3263604,18,14,0,0,0,0,0,2,3,13,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1703208,223840,8,10,0,69600,174000,229,849,1530,2214,296,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1748963,254,8,11,920,1400,1640,218,597,1097,1869,546,"No",0,0.09,0.09,0,"No","No","Yes","Yes","No","Yes" +1677990,1,8,0,2,3,4,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1168917,197,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2939716,627,2,0,0,0,0,0,15,23,41,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","No" +1289218,5,8,0,7,19,27,2,8,16,28,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3158519,6,2,0,0,8,12,0,3,12,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1974908,5364,12,12,0,0,0,108,370,711,1052,145,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1241242,298,4,248,367,703,1025,143,404,740,1027,74,"No",1,0.77,0.8,0,"No","No","No","Yes","No","No" +1981087,15,2,0,0,0,0,0,1,3,3,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1407678,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","Yes" +1970626,13,3,0,18,36,36,5,13,24,34,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1798235,0,8,0,4,6,8,1,1,5,6,0,"No",0,0.85,0.56,0,"No","No","Yes","Yes","No","Yes" +3109283,20,9,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2006929,63,NA,0,0,0,0,0,0,0,2,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3167148,24,8,0,0,0,0,0,0,2,3,1,"No",0,0.54,0.61,0,"No","No","No","Yes","No","No" +1324654,2,NA,0,0,0,0,0,0,1,3,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1254757,68,8,0,0,0,0,0,3,3,3,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1111874,4,8,0,10,14,18,3,9,13,20,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +1752149,80,8,0,0,160,160,6,22,54,69,16,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1161079,26,4,0,0,0,0,1,1,3,4,0,"No",0,0.96,0.83,0,"No","No","No","Yes","No","No" +1760429,0,8,0,10,10,10,1,3,6,10,4,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1687466,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1307979,2,10,0,0,0,0,0,0,0,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1946032,38,2,0,0,20,40,4,8,25,43,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1437581,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1416318,97,9,13,0,0,0,5,24,62,89,0,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +1423861,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +1435435,1,9,0,8,8,8,1,1,6,14,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2221636,183,8,0,0,0,0,0,0,2,3,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1991136,12,2,0,0,0,0,0,0,3,4,2,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1201027,39,12,0,0,0,0,0,0,0,1,1,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2095159,120,2,0,0,0,0,6,8,15,16,0,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1274734,26,8,0,0,0,0,1,3,6,9,0,"No",0,0.87,0.95,0,"No","No","No","Yes","No","No" +1259161,11,8,0,0,0,0,0,0,0,0,2,"No",0,0.63,0.69,0,"Yes","No","No","Yes","No","No" +2955058,29,8,12,90,157,238,23,83,156,239,20,"No",0,0.73,0.7,2,"No","No","No","Yes","No","No" +2011306,123,8,46,192,336,480,100,203,353,526,55,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +2136441,1,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2308600,515,8,352,1558,1883,3258,0,0,0,0,0,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1474103,77,52,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +2165090,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3134581,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1284821,4,9,0,3,6,9,4,7,10,15,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2124675,0,8,0,4,6,8,0,1,3,5,0,"No",0,0.85,0.59,0,"No","No","Yes","Yes","No","Yes" +2048588,0,5,0,14,23,25,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1227354,9,12,9,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1314679,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +2812748,335,8,50,300,650,950,154,430,857,1306,161,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1561776,672,8,0,0,0,0,12,76,413,571,10,"No",0,1,1,0,"No","No","No","Yes","No","No" +2121625,0,12,0,29,47,68,2,7,12,12,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","Yes" +1297190,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1681313,0,2,0,480,840,1208,4,11,11,11,39,"No",0,0.66,0.69,0,"No","No","No","Yes","No","Yes" +3058119,3,2,0,0,0,1,0,1,1,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2027730,4970,52,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","No","No","No","No" +2038999,25,8,0,0,0,0,2,12,28,51,5,"No",0,0.62,0.62,0,"Yes","No","Yes","Yes","No","No" +2857220,7,NA,0,61,82,110,11,19,35,92,14,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2946265,190,8,0,0,0,0,2,8,13,26,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1648312,0,2,0,8,8,8,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1419624,432,8,263,2250,3600,4500,541,1159,2335,4297,424,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +2284610,0,8,0,37,37,37,9,15,28,40,0,"No",0,0.95,0.95,0,"No","No","Yes","Yes","No","Yes" +2167120,11,8,0,12,12,12,2,9,22,32,7,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2116493,7,9,9,2,9,15,5,15,28,37,5,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2941652,4,9,1,0,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1112672,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.41,0,"No","No","No","Yes","No","No" +1512781,124,8,16,167,266,431,76,184,322,447,125,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2174433,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3237720,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2990732,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.7,0,"Yes","No","No","Yes","No","No" +1367031,31,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +2205364,15,6,0,15,30,45,3,18,39,89,7,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3077925,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2312334,46,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"Yes","No","No","Yes","No","No" +2256272,301,12,0,218,335,491,58,211,411,634,74,"No",0,1,1,0,"No","No","No","Yes","No","No" +2109040,1315,8,390,1518,3036,4554,582,1649,3060,4415,486,"No",0,1,1,0,"No","No","No","Yes","No","No" +1612271,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1888939,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3206457,10,4,29,16,44,61,36,128,258,378,5,"No",0,0.73,0.78,1,"No","No","No","Yes","No","No" +2306490,217,52,0,0,0,0,13,79,166,249,31,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1592737,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.27,0,"Yes","No","Yes","Yes","No","No" +1843255,29,8,0,207,333,453,63,167,246,405,52,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1881949,6,8,0,0,0,10,1,2,5,6,2,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1332650,7979,8,5018,15400,35000,52500,5739,19335,39259,60040,5011,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1571494,10,2,0,0,0,0,0,2,6,12,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1325341,0,2,0,12,27,27,0,0,0,0,1,"No",0,0.81,0.88,0,"No","No","Yes","Yes","No","Yes" +2214633,5,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2114499,139,2,0,0,0,0,2,11,15,19,0,"No",0,0.86,0.87,0,"No","No","No","Yes","No","No" +1392743,1,9,0,10,14,18,4,7,7,7,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","Yes" +1272928,30,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2996007,3642,8,0,0,0,0,8,26,50,62,2,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +1899322,10,8,0,18,42,66,5,27,48,72,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3043815,34,8,0,8,32,60,7,19,50,92,0,"No",0,0.68,0.49,0,"No","No","Yes","Yes","No","No" +1821646,112,8,4,48,136,224,10,56,160,237,45,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2921674,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.49,0,"No","No","No","Yes","No","No" +1662924,848,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1280631,193,NA,0,0,0,0,1,1,1,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1438394,2794,8,105,1515,3545,5040,948,3447,6881,10340,356,"No",0,0,0,1,"No","No","No","Yes","No","No" +1208671,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","Yes","Yes","No","No" +1140341,7,8,0,8,16,24,4,5,12,19,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2260276,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","Yes","Yes","No","Yes" +1607140,2,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1980563,5,52,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2200643,2,8,0,99,99,99,0,10,18,25,0,"No",0,0,0.16,0,"No","No","No","Yes","No","Yes" +2142531,35,12,3,23,41,65,27,54,98,147,29,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +3040252,202,NA,0,0,0,0,0,1,10,17,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1202218,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1990376,-15,8,68,52,82,112,32,82,116,168,23,"No",0,0.46,0.45,15,"No","No","No","Yes","No","No" +1825735,7,4,0,0,0,0,0,1,1,2,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2268155,225,8,0,36,162,270,15,76,160,285,0,"No",0,0.07,0.22,0,"No","No","No","Yes","No","No" +1370880,35,2,0,25,50,75,2,22,45,69,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +1273292,3175,8,38,0,0,0,132,410,763,1112,144,"No",0,0.84,0.91,0,"No","No","No","Yes","No","No" +1236344,121,8,0,0,0,0,0,1,3,4,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +1148552,1847,2,307,960,3200,5120,115,1121,4828,6698,623,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1351583,2,2,1,1,1,1,3,6,8,8,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","Yes" +2237335,37,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3172750,2097,12,74,1109,3773,6149,558,2100,4848,8196,398,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +2269685,7,8,1,7,19,33,3,13,24,32,1,"No",0,0.7,0.74,0,"No","No","Yes","Yes","No","No" +1756531,5,8,0,0,4,6,0,3,4,6,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3203296,72,2,0,0,0,0,0,4,4,4,1,"No",0,0.89,0.95,0,"No","No","No","Yes","No","No" +2848655,381,4,0,0,0,0,25,89,174,260,35,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2993337,167,12,14,44,64,84,14,36,69,133,32,"No",0,0.96,0.95,0,"No","No","No","Yes","No","No" +2091402,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.76,0,"Yes","No","Yes","Yes","No","No" +2126888,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1211955,16,2,0,0,0,0,0,0,0,0,2,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2062271,3,8,0,1,2,4,0,1,3,5,1,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2275857,2,4,0,0,0,0,1,1,1,1,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","Yes" +1840639,0,12,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1148939,12,8,0,24,24,24,5,15,25,34,3,"No",0,0.91,0.96,0,"No","No","No","Yes","No","Yes" +1679450,3,12,0,9,12,16,0,5,10,12,2,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +1582297,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2868764,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +2041471,8,8,7,14,21,35,3,9,20,31,2,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +1182990,5,3,6,0,3,7,0,3,3,3,1,"No",0,0.75,0.63,0,"Yes","No","No","Yes","No","No" +1295026,55,2,0,0,0,0,0,1,1,1,2,"No",0,1,0.98,0,"No","No","No","Yes","No","Yes" +1201846,30,12,0,0,24,48,4,15,41,64,14,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1579829,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" 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+1946549,50,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1799160,11,NA,0,0,0,0,1,1,2,2,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1757343,6,3,0,1,1,1,2,2,2,2,1,"No",0,0.03,0.1,0,"No","No","No","Yes","No","No" +1339030,147,12,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3265317,6,8,0,0,0,0,0,0,0,4,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1327217,19,4,3,0,0,0,7,15,19,20,1,"No",0,0.22,0.11,0,"Yes","No","No","Yes","No","No" +1925846,182,8,0,0,0,0,1,4,4,7,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +3202751,8,8,0,6,18,24,3,8,17,32,0,"No",0,0.89,0.94,0,"No","No","No","Yes","No","No" +1289099,59,12,0,0,0,0,0,0,0,0,0,"No",0,0.05,0.24,0,"No","No","No","Yes","No","No" +2147757,29,3,0,0,0,12,0,6,31,45,0,"No",0,0.41,0.46,0,"Yes","No","No","Yes","No","No" +1159666,153,8,6,0,120,240,26,93,187,273,37,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3232843,24,8,0,0,0,0,0,2,2,6,1,"No",0,0.97,0.9,0,"No","No","Yes","Yes","No","No" +1724840,0,12,0,6,6,6,0,2,3,6,0,"No",0,0.56,0.46,0,"Yes","No","Yes","Yes","No","Yes" +1480055,1,12,0,0,0,0,1,1,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1792582,0,2,0,500,500,500,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","Yes","Yes","No","Yes" +3239807,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1153019,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.76,0,"No","No","Yes","Yes","No","No" +1341840,91,8,0,80,120,160,14,65,112,172,33,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1223587,3,8,0,17,25,33,3,8,19,30,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","Yes" +2920343,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1940029,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2849401,57,8,5,0,0,0,9,20,39,78,4,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1173263,47,8,0,400,400,400,4,8,10,115,55,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1883644,15,8,0,10,30,40,7,22,32,52,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2272500,7,9,0,87,148,219,12,54,74,74,0,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","Yes" +1273595,2,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2039819,11,2,10,23,48,78,9,35,67,86,4,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1907749,27,8,0,0,0,0,2,4,7,13,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2966336,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1683563,13,2,0,0,0,0,3,13,25,33,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1554453,3,2,0,0,3,3,0,2,2,3,0,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1922415,6,8,0,5,5,9,1,1,11,13,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +3096612,2277,8,338,1156,3656,6315,22,25,26,28,356,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1763932,465,2,0,0,0,0,0,0,10,10,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2238216,8,2,0,0,0,2,1,3,5,8,0,"No",0,0.7,0.74,0,"No","No","No","Yes","No","No" +1310230,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2239437,2394,8,0,0,0,0,2,6,9,13,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1431830,4,8,0,60,60,90,15,30,49,51,10,"No",0,0.45,0.38,0,"Yes","No","No","Yes","No","Yes" +1891459,5,14,6,22,22,27,0,1,14,21,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1592767,16,8,0,20,40,40,14,23,46,65,9,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1661604,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","Yes" +2005529,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +3258080,2480,2,77,9000,15000,19500,1054,1818,3674,5292,849,"No",1500,0.91,0.72,1,"No","No","No","Yes","No","No" +1761048,3,2,0,0,0,0,0,0,1,2,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1214213,114,4,4,0,0,0,3,7,13,16,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3105561,3,4,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1997867,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1402292,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1365952,-1,8,0,20,28,36,3,7,10,11,0,"No",4,0.62,0.62,1,"No","No","No","Yes","No","Yes" +1877787,17,2,0,0,0,0,0,0,0,0,2,"No",0,0.62,0.63,0,"No","No","No","Yes","No","No" +1784847,6,8,20,538,736,934,133,371,603,976,106,"No",18,0.31,0.41,27,"No","No","No","Yes","No","Yes" +2185563,13,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2270243,5,2,9,27,54,72,15,32,52,77,7,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1996816,4,4,3,2,2,2,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2236944,54,12,0,0,7,21,0,4,14,32,3,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +3041383,54,8,11,62,104,146,17,63,112,190,18,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2050713,9,6,0,0,0,0,3,6,10,15,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2186067,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1773313,196,12,0,0,0,0,7,34,73,113,19,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1524924,5,8,0,0,0,0,0,1,1,2,0,"No",0,0.57,0.44,0,"No","No","No","Yes","No","No" +1167867,9,8,0,12,24,36,4,10,27,38,1,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +2178700,514,2,0,0,240,240,45,177,346,539,95,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1234524,3,2,0,54,81,108,20,35,50,51,4,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","Yes" +3128687,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +3108097,3,8,0,0,0,0,0,0,1,2,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1421298,4,2,0,4,4,4,4,7,8,8,0,"No",0,0.5,0.4,0,"Yes","No","No","Yes","No","Yes" +2098324,20,12,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2882380,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1630991,1802,2,22,0,2280,3420,261,1268,3777,5185,256,"No",0,0.65,0.67,0,"No","No","No","Yes","No","No" +2316099,14,4,0,0,0,0,1,1,5,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1286549,0,8,0,134,196,227,0,0,0,0,17,"No",0,0.87,0.68,0,"No","No","Yes","Yes","No","Yes" +1506048,3,8,0,34,58,82,9,25,44,63,0,"No",0,0.66,0.57,0,"No","No","No","Yes","No","No" +1164701,131,8,0,0,0,0,3,8,13,18,0,"No",0,0.65,0.81,0,"No","No","No","Yes","No","No" +1806870,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2946047,1,8,0,26,49,79,13,41,66,96,11,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +1814902,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2206579,2,8,0,10,10,20,5,12,17,21,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +3101444,0,2,0,20,30,40,5,9,18,31,2,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1775459,1,8,0,1,1,2,0,0,1,2,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +2194616,1,12,0,3,4,5,0,1,3,4,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","Yes" +2878878,3,8,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.68,0,"No","No","No","Yes","No","No" +1763031,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2000624,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1950606,12,9,0,0,5,11,0,3,11,16,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1997934,43,12,0,50,50,50,0,0,0,0,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2888786,0,8,0,5,6,6,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +2838258,6,4,0,0,0,0,1,1,1,1,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +2286542,7,8,0,18,18,18,1,6,14,26,4,"No",0,0.83,0.84,0,"No","No","No","Yes","No","No" +1239653,18,8,0,14,32,50,4,16,23,35,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1498818,18,2,0,0,0,0,2,2,2,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1489968,54,8,0,0,0,0,6,20,30,39,0,"No",0,0.83,0.83,0,"No","No","No","Yes","No","No" +3171610,92,12,22,62,150,240,29,109,199,268,33,"No",0,0.68,0.68,0,"No","No","No","Yes","No","No" +2200880,3,8,0,1,4,5,1,4,7,10,0,"No",0,0.87,0.89,0,"No","No","No","Yes","No","Yes" +1415430,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1148267,9,12,0,24,48,88,7,30,46,73,9,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2026057,853,8,0,400,400,400,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","No" +2000436,12,9,0,12,12,24,3,6,18,55,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3214271,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1326385,0,5,0,11,20,27,0,0,0,0,0,"No",0,0.64,0.67,0,"Yes","No","Yes","Yes","No","No" +1682500,7,12,0,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3041720,9,15,0,0,0,3,0,2,7,12,3,"No",0,0.81,0.78,0,"No","No","No","Yes","No","No" +2268663,5,2,0,3,3,3,1,1,1,1,1,"No",0,0.93,0.88,0,"Yes","No","No","Yes","No","Yes" +1171707,0,2,0,16,28,32,1,2,2,2,0,"No",0,0.49,0.45,0,"No","No","Yes","Yes","No","Yes" +2203607,0,8,0,20,34,34,0,4,4,7,0,"No",2,0.8,0.75,0,"No","No","No","Yes","No","Yes" +1963782,0,8,0,10,10,20,2,6,13,14,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2902414,40,8,0,0,0,0,1,5,10,21,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3250688,521,8,65,90,360,540,151,302,415,456,92,"No",0,0.96,0.96,1,"No","No","Yes","Yes","No","No" +3084755,3307,8,0,0,0,0,4,10,16,27,2,"No",0,0.64,0.68,0,"Yes","No","Yes","Yes","No","No" +1163778,2,8,0,24,48,72,7,17,24,47,2,"No",0,0.98,0.95,0,"No","No","No","Yes","No","Yes" +1181951,25,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +2961161,9,8,0,0,0,0,0,0,0,1,2,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +1605885,4,8,0,0,0,0,0,1,1,2,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1721112,2,12,0,10,16,22,3,12,21,42,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2068684,21,9,0,0,0,0,0,0,0,0,3,"No",0,0.76,0.82,0,"No","No","Yes","Yes","No","No" +1663307,204,8,75,50,174,300,36,134,275,417,216,"No",0,1,1,0,"No","No","No","Yes","No","No" +2008234,21,9,0,0,0,0,0,62,87,87,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2814929,348,NA,0,0,0,0,1,14,160,203,11,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1519784,85,8,21,16,22,40,7,31,86,130,20,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1390443,14,8,0,3096,5000,6904,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1295760,25,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1243934,2,8,0,1,2,4,1,2,3,5,0,"No",0,0.34,0.57,0,"No","No","No","Yes","No","No" +2121696,0,2,0,5,5,5,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","Yes","Yes","No","No" +1503553,0,2,0,3454,4388,4388,1,1,1,1,264,"No",0,0.83,0.86,1,"Yes","No","No","Yes","No","Yes" +1692335,2,10,0,0,0,0,0,0,0,1,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +2874897,762,12,0,0,0,0,2,5,7,9,0,"No",0,0.3,0.57,0,"No","No","No","Yes","No","No" +2000427,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1221912,15108,2,0,0,0,0,1301,3246,6388,11338,1788,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +3140290,21,12,0,0,0,0,0,0,0,0,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3021635,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2073033,23,8,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3094355,26,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2049122,100,8,0,875,1350,2300,97,412,947,1263,0,"No",0,0.99,0.93,0,"No","No","No","Yes","No","Yes" +2922285,1504,8,269,1648,2416,3568,520,1521,2842,4117,525,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1905387,8,8,0,0,0,0,0,0,2,2,2,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","No" +1492512,406,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2875427,8,12,0,36,52,68,7,20,30,45,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1236815,25,2,0,0,0,0,0,1,2,2,0,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +2842746,12,2,0,30,30,30,0,0,0,0,0,"No",0,0.53,0.53,0,"Yes","No","No","Yes","No","No" +1832538,5,12,0,0,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2047968,220,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.81,0,"Yes","No","No","Yes","No","No" +3240719,34,2,0,0,0,0,1,1,3,8,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3230452,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2801829,40,9,0,22,50,85,5,22,52,77,13,"No",5,0.9,0.88,0,"No","No","No","Yes","No","No" +1609541,113,8,0,0,0,0,0,4,7,7,2,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +1283844,2,8,0,8,8,8,1,3,8,11,15,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +2253720,1,12,0,1,1,2,0,3,6,10,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2125408,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1501765,11,8,0,0,0,0,1,1,2,6,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1917090,23,2,0,0,0,0,0,1,5,5,0,"No",0,0.84,0.73,0,"Yes","No","No","Yes","No","No" +2212205,13,8,0,0,12,12,1,4,15,23,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2166807,2,9,0,0,1,2,0,1,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1545292,18,4,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1840884,89,2,0,100,150,200,31,64,106,223,0,"No",0,1,0.85,0,"No","No","No","Yes","No","Yes" +2251467,102,2,26,102,204,306,26,93,163,215,61,"No",0,1,1,0,"No","No","No","Yes","No","No" +3275855,5538,8,0,0,0,0,6,34,82,124,8,"No",0,1,0.99,0,"No","No","No","No","No","No" +1672571,16,2,0,0,0,0,0,0,1,1,1,"No",0,0.93,0.94,0,"Yes","No","No","Yes","No","No" +1118485,584,8,0,0,0,0,12,69,138,222,19,"No",0,0.15,0.15,0,"No","No","Yes","Yes","No","No" +2214428,7,12,0,0,0,0,1,1,3,3,4,"No",0,0.74,0.71,0,"No","No","No","Yes","No","Yes" +2263875,14,8,0,0,6,12,2,12,21,36,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2830223,111,52,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2091458,0,2,0,3,3,3,2,2,2,2,0,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","Yes" +2958082,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2199106,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2923458,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +2852934,51,NA,12,0,10,34,18,40,63,80,3,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2270885,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1351469,3,2,12,12,24,36,6,16,28,39,0,"No",0,0.83,0.71,0,"No","No","No","Yes","No","Yes" +2008888,6,8,0,0,0,0,0,0,5,7,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2259288,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","Yes","Yes","No","Yes" +1295628,8,2,0,50,50,50,17,40,48,50,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","Yes" +3200833,76,12,0,0,0,0,0,0,0,0,1,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1916167,21,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2918804,22,8,0,0,15,15,3,6,10,13,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +2028110,3,NA,0,0,0,0,12,30,57,57,17,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3002907,6,8,0,1,4,4,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +1755584,3,12,0,50,70,100,9,33,55,91,2,"No",0,0.86,0.74,0,"No","No","No","Yes","No","Yes" +1212835,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1304500,0,8,0,8,16,20,0,4,8,8,0,"No",0,0.47,0.47,0,"Yes","No","No","Yes","No","No" +1635336,25,8,0,0,0,0,1,9,59,79,6,"No",0,0.5,0.82,0,"Yes","No","No","Yes","No","No" +2297901,0,NA,0,3,5,7,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +3208694,266,8,5,40,120,200,27,100,232,398,36,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1938113,13,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1649487,21,8,0,0,0,0,0,0,2,2,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +3164484,4306,2,0,0,0,0,22,104,215,318,97,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1312212,3,2,0,2,2,2,0,0,0,0,1,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1550340,0,2,0,2,2,2,0,0,0,0,1,"No",0,0.1,0.13,0,"No","No","Yes","Yes","No","Yes" +1899764,7,8,0,13,21,29,6,12,25,41,16,"No",0,0.69,0.71,0,"No","No","No","Yes","No","Yes" +1371977,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.17,0.33,0,"Yes","No","No","Yes","No","No" +2246499,5,8,0,2,2,2,1,6,9,19,27,"No",0,0.62,0.58,0,"No","No","No","Yes","No","No" +1494955,4,8,4,8,14,20,3,12,19,22,0,"No",0,0.89,0.78,0,"No","No","No","Yes","No","No" +2827556,30,12,0,0,0,12,4,9,23,39,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1502939,2,8,0,13,33,51,6,16,24,37,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2849925,6,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1953854,92,2,0,0,0,0,40,40,40,48,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2970038,0,8,0,0,0,0,0,0,0,2,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1162205,41,9,0,35,70,105,11,37,67,104,26,"No",0,0.98,0.9,0,"No","No","No","Yes","No","No" +2129732,56,16,0,72,96,128,14,27,88,162,63,"No",0,0.66,0.63,0,"No","No","No","Yes","No","No" +1310117,1,9,0,12,18,24,2,7,11,19,2,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +2052341,29,NA,0,0,0,0,0,4,10,11,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1422755,24,9,0,0,0,1,2,6,13,22,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2295380,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3257556,235,8,108,115,293,445,62,204,376,666,235,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2212113,0,12,0,6,6,6,0,1,1,1,0,"No",3,0.57,0.7,0,"Yes","No","No","Yes","No","Yes" +1390546,20,8,3,52,88,115,10,33,64,107,17,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +2916054,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1822120,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1457470,20,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1731864,280,52,0,0,0,0,2,9,22,35,5,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2927240,0,8,1,3,4,6,0,2,3,4,2,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1929105,10,12,0,12,12,12,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1907354,1,8,0,0,1,1,0,0,1,1,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +2284358,54,NA,0,0,0,30,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1764017,32,8,0,7,7,7,0,2,4,6,1,"No",0,0.79,0.71,0,"No","No","Yes","Yes","No","No" +1646557,0,2,0,22,32,32,0,0,0,0,0,"No",0,0.77,0.81,0,"Yes","No","No","Yes","No","Yes" +3054775,10,8,0,0,0,0,0,1,4,6,0,"No",0,0.08,0.39,0,"Yes","No","No","Yes","No","No" +1518277,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2069120,47,8,0,0,0,0,1,1,1,2,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +2305242,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1963803,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +1309177,4,8,0,0,0,1,0,1,2,2,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","Yes" +1371439,5,2,0,5,5,10,2,5,6,8,0,"No",0,0.38,0.4,0,"No","No","No","Yes","No","Yes" +1368031,0,8,0,19,35,43,7,22,46,60,3,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +2803907,24,2,0,0,0,0,2,2,2,2,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2973860,1011,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.66,0,"No","No","No","Yes","No","No" +3209735,83,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2008587,9,12,2,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3012444,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1790042,8,8,0,28,43,68,14,32,56,77,8,"No",0,0.84,0.89,0,"No","No","No","Yes","No","Yes" +3156385,277,2,0,210,630,945,83,341,616,844,98,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1118497,87,2,0,18,72,108,16,98,173,241,48,"No",0,0.77,0.74,0,"No","No","No","Yes","No","Yes" +2130860,1,8,0,0,0,0,1,1,1,1,2,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +1915101,1,9,0,8,13,18,3,7,10,14,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1492203,31,NA,20,0,0,0,2,11,17,29,4,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1429586,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.84,0,"Yes","No","No","Yes","No","No" +1763717,43,8,0,322,466,594,50,154,327,517,596,"No",16,0.33,0.57,0,"No","No","Yes","Yes","No","Yes" +1460390,26,0,0,0,0,0,0,1,1,1,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +2890253,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2210046,0,12,0,23,23,23,0,10,12,14,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","Yes" +3067091,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1552860,376,2,26,900,1840,2900,279,987,2052,2997,115,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1169439,5,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1753476,6,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1422537,0,2,0,12,12,12,0,0,0,0,2,"No",0,0.27,0.12,0,"Yes","No","No","Yes","No","No" +1648778,14,8,0,5,15,20,0,4,7,14,1,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +3217438,163,8,28,114,201,317,38,141,255,400,61,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3037957,50,30,0,0,4,27,8,24,53,63,4,"No",0,0.76,0.81,0,"No","No","Yes","Yes","No","No" +2886463,919,8,337,0,0,605,70,203,463,833,120,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1878906,98,0,0,0,0,0,5,14,31,52,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +1860832,208,2,0,0,0,0,5,34,98,123,23,"No",0,1,0.85,0,"No","No","No","Yes","No","No" +2949429,12,2,0,80,80,80,0,0,0,0,0,"No",0,0.9,0.93,0,"Yes","No","No","Yes","No","No" +1513800,196,8,0,152,288,458,252,359,666,785,33,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1697147,1,9,1,9,11,13,4,6,9,15,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","Yes" +1790004,10,8,0,0,0,0,0,2,4,6,0,"No",0,0.59,0.61,0,"No","No","No","Yes","No","No" +1509696,1,8,0,72,108,144,43,73,144,183,20,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +2272859,201,12,88,711,1319,1938,181,563,1661,2772,98,"No",43,0.7,0.77,0,"No","No","Yes","Yes","No","No" +2218217,41,8,2,28,28,56,10,32,58,94,12,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1303849,0,2,0,12,12,12,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","Yes","Yes","No","Yes" +1282836,0,NA,0,0,0,0,0,0,0,0,12,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1682876,73,8,0,0,100,200,17,50,116,169,2,"No",0,0,0.49,0,"No","No","No","Yes","No","No" +2976797,189,2,0,0,0,0,0,0,0,0,2,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2990677,112,2,25,205,330,455,215,569,923,1384,31,"No",0,0.9,0.91,0,"No","No","No","Yes","No","No" +3082758,6,2,0,10,20,30,2,3,3,3,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","Yes" +2307225,3,12,0,20,20,20,5,6,10,19,3,"No",0,0.85,0.84,0,"No","No","Yes","Yes","No","No" +2968460,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +2945613,163,8,5,0,0,0,15,43,86,138,40,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1362145,0,8,0,40,64,100,13,38,69,76,0,"No",6,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +2943786,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3081669,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1198216,31,NA,0,0,0,0,0,1,1,2,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1115719,3,2,0,0,6,12,2,8,14,19,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","Yes" +2060477,182,8,1,0,0,0,3,14,25,52,0,"No",0,0.87,0.76,0,"No","No","No","Yes","No","No" +1617671,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1675172,14,12,0,24,48,48,6,18,34,70,10,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2039244,575,8,207,750,1000,1250,119,311,564,961,146,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1488506,2,8,0,5,9,13,0,5,13,14,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1927969,77,0,0,0,0,0,2,5,7,11,2,"No",0,0,0,0,"No","No","No","No","No","No" +2253795,546,NA,0,0,0,0,6,25,57,77,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2959582,113,2,117,300,570,880,142,409,657,923,139,"No",0,0.96,0.96,3,"No","No","No","Yes","No","No" +2874812,4735,4,0,0,0,0,2,11,44,70,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3033443,45,10,115,19,114,190,17,61,111,186,42,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +2234747,14,2,0,0,0,2,2,3,12,24,0,"No",0,0.84,0.49,0,"No","No","No","Yes","No","No" +1669320,240,8,22,360,684,1116,104,376,861,1183,140,"No",0,0.13,0.09,0,"No","No","Yes","Yes","No","No" +3191201,288,2,0,10,10,10,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +2960229,3,8,0,0,0,0,2,5,10,12,0,"No",0,0.54,0.73,0,"No","No","No","Yes","No","No" +1116734,3,3,0,167,257,347,32,97,176,181,40,"No",0,0.42,0.46,0,"No","No","No","Yes","No","Yes" +1350913,12,12,2,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2297924,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","No" +1786552,140,12,30,96,156,196,38,122,254,390,47,"No",0,1,1,0,"No","No","No","Yes","No","No" +3201327,82,0,0,17,17,24,7,17,35,49,3,"No",0,0,0,0,"No","No","No","Yes","No","No" +2208614,4,4,0,1,1,1,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +2102772,67,8,0,0,0,0,0,0,0,0,0,"No",0,0.19,0.5,0,"No","No","No","Yes","No","No" +1335254,10,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1927494,326,8,218,0,0,200,29,98,177,256,33,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2932014,17,9,0,14,14,14,0,19,27,33,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3089082,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +3037368,3,12,1,11,11,11,0,4,8,8,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2151793,3,12,0,0,2,4,1,2,3,5,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3213664,5,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.93,0,"No","No","Yes","Yes","No","No" +2258367,0,8,0,3,3,4,0,1,1,3,1,"No",0,0.65,0.69,0,"No","No","No","Yes","No","Yes" +3213299,16,8,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2086893,100,8,0,875,1000,1500,50,377,917,1213,0,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1369979,0,2,0,0,21,27,0,0,0,0,1,"No",0,0.9,0.86,0,"Yes","No","Yes","Yes","No","Yes" +3278364,60,9,0,0,0,0,0,9,15,37,10,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +2095580,241,8,0,0,0,0,23,73,133,215,41,"No",0,0.88,0.95,0,"No","No","No","Yes","No","No" +2204365,46,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1519115,2,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.88,0,"Yes","No","Yes","Yes","No","No" +1556529,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1295422,1,4,0,1,1,1,3,3,3,3,0,"No",0,0.82,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1356736,898,8,0,0,0,0,0,0,100,275,11,"No",0,0.08,0.26,0,"No","No","No","Yes","No","No" +2143990,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.12,0,"No","No","No","Yes","No","No" +1578897,0,9,0,12,12,12,0,0,2,5,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1118404,0,2,5,0,6,6,0,0,0,0,0,"No",0,0.49,0.45,0,"Yes","No","No","Yes","No","No" +2260639,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +2832234,0,8,0,1,2,2,1,1,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1269089,1065,8,540,1676,3284,5668,394,1873,3906,4889,545,"No",157,0.23,0.23,0,"No","No","No","Yes","No","No" +1239718,0,NA,0,0,0,0,7,17,23,26,3,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1770929,12,14,0,0,0,0,0,1,1,2,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2057214,100,52,0,0,0,0,1,4,5,5,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1987475,2289,12,4,0,0,0,30,145,301,529,50,"No",0,0.73,0.73,0,"No","No","No","Yes","No","No" +2290187,2,6,0,8,16,24,9,17,26,37,1,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1432613,13,NA,0,0,0,0,0,0,0,0,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1308100,3,9,0,0,0,0,0,0,3,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2936237,64,2,12,24,24,24,1,1,1,1,1,"No",0,0.69,0.74,0,"Yes","No","No","Yes","No","No" +2919591,15,2,0,30,30,30,1,7,11,23,1,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1236313,1,8,0,2,2,2,0,0,0,2,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1575744,6295,NA,0,0,0,0,0,0,0,0,5,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2151783,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.92,0,"No","No","No","Yes","No","No" +1659678,134,10,0,0,0,0,8,18,30,33,3,"No",0,0.15,0.35,0,"No","No","No","Yes","No","No" +1585803,0,12,0,4,5,7,1,3,4,7,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +3182215,7,8,0,5,17,20,0,5,15,20,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1176380,27,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2833507,15,8,0,0,0,0,1,1,4,5,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1121729,64,2,0,0,0,0,4,4,4,4,0,"No",0,0.48,0.74,0,"Yes","No","Yes","Yes","No","No" +1260171,739,2,7,900,1800,1800,191,572,1192,1907,201,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1692549,0,12,0,4,5,7,1,4,4,7,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1492030,9,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1358512,11,2,0,0,0,0,0,1,1,1,1,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +2103126,2697,12,0,0,0,0,5,55,86,123,39,"No",0,0.94,0.88,0,"No","No","No","Yes","No","No" +2160965,21,3,0,0,8,16,1,9,19,31,0,"No",0,0.93,0.9,0,"No","No","No","Yes","No","No" +3015787,48,52,2,220,220,220,7,20,46,93,8,"No",15,0.8,0.75,0,"Yes","No","No","No","No","No" +2180885,40,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","No","No","No" +1565985,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.64,0,"No","No","Yes","Yes","No","No" +3130694,59,8,0,0,0,0,0,0,1,2,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +1143676,401,12,14,0,0,0,15,44,87,133,26,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +2250216,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2229415,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.95,0,"Yes","No","No","Yes","No","No" +3176084,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1802715,9,12,0,0,0,0,0,0,1,1,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2833408,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +3164727,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.87,0,"Yes","No","No","Yes","No","No" +3267320,46,6,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1945471,-4,9,0,53,86,112,8,50,79,115,13,"No",9,0.54,0.7,4,"No","No","No","Yes","No","Yes" +1239983,0,10,0,20,20,20,0,0,0,0,1,"No",0,0.85,0.88,0,"Yes","No","Yes","Yes","No","No" +1168919,81,12,0,0,0,0,0,0,3,5,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1367645,143,8,0,0,0,0,2,4,5,7,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","No" +1503495,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1121861,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1385710,86,8,24,5495,8407,11319,2796,5498,7924,9641,695,"No",0,0.93,0.97,536,"No","No","No","Yes","No","No" +1953373,49,2,20,60,132,156,0,0,0,0,16,"No",0,0.13,0.09,0,"No","No","No","Yes","No","No" +1625741,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +3169991,783,8,0,1000,1000,1000,0,0,0,0,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3216545,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1966018,49,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2157624,39,8,1,7,13,13,7,17,36,59,0,"No",0,0.95,0.79,0,"No","No","No","Yes","No","No" +2060896,7,8,0,1,1,1,0,0,0,0,0,"No",0,0.81,0.82,0,"Yes","No","Yes","Yes","No","No" +2959254,103,2,16,154,224,280,80,250,507,609,81,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1996055,3,14,0,0,0,0,1,1,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1363148,6,8,0,34,49,58,8,17,30,54,7,"No",9,0.28,0.28,0,"No","No","No","Yes","No","Yes" +2006371,9,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1207087,23,12,0,0,0,0,3,4,8,15,0,"No",0,0.74,0.72,0,"No","No","No","Yes","No","No" +2877257,9,3,2,17,37,57,2,13,23,33,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2090246,7,8,0,0,0,0,0,2,3,3,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2047369,11,2,0,12,24,48,5,12,27,44,0,"No",0,0.97,0.94,0,"No","No","Yes","Yes","No","Yes" +1640439,12,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2299662,60,NA,6,0,0,0,20,44,71,115,27,"No",0,-99,-99,0,"No","No","No","No","No","No" +1318525,41,8,0,256,384,448,24,108,196,368,54,"No",0,0,0,1,"No","No","No","Yes","No","Yes" +1430149,9,8,0,15,24,30,3,7,12,21,19,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1527125,5,8,1,149,239,329,44,115,202,276,31,"No",14,0.82,0.75,7,"No","No","No","Yes","No","Yes" +1646009,41,2,0,0,0,0,0,0,2,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2163435,6,4,0,0,0,0,0,1,2,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1416228,4,12,0,18,36,36,23,34,47,63,3,"No",0,0.73,0.68,0,"No","No","No","Yes","No","Yes" +2953070,1664,4,8,0,0,0,95,340,496,499,74,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1201473,0,2,0,0,0,0,1,1,1,1,0,"No",0,0.84,0.9,0,"No","No","No","Yes","No","Yes" +3011404,-2,8,0,17,23,33,4,12,20,25,1,"No",0,0.37,0.34,2,"No","No","No","Yes","No","Yes" +1762348,3,8,0,72,72,72,0,1,1,1,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","Yes" +1355064,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.93,0,"Yes","No","No","Yes","No","No" +1159560,5,4,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2273943,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1466047,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1128169,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +2083596,12,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1323444,24,8,1,2,2,2,1,10,30,38,10,"No",0,0.77,0.7,0,"No","No","Yes","Yes","No","No" +1609762,1,8,0,4,7,10,2,4,8,10,2,"No",0,0.43,0.46,0,"No","No","Yes","Yes","No","Yes" +1319004,7,4,0,0,0,0,0,0,1,1,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1150710,7,2,0,0,0,0,2,3,7,10,0,"No",0,0.39,0.31,0,"No","No","No","Yes","No","No" +1564015,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1795343,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.44,0.69,0,"Yes","No","No","Yes","No","No" +1736887,12,52,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.6,0,"Yes","No","No","Yes","No","No" +2805392,23,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1952107,23115,15,65,0,0,0,401,1337,2772,4508,516,"No",0,0.91,0.93,0,"No","No","No","No","No","No" +2137237,3,12,0,0,0,0,0,0,0,2,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2954647,220,8,3,0,0,100,21,80,153,267,39,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2980336,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3272801,28,52,0,0,0,0,2,2,4,5,2,"No",0,0.94,0.92,0,"Yes","No","Yes","Yes","No","No" +1868279,13,2,0,0,0,0,0,0,0,2,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +2133175,24,0,0,0,18,18,6,10,20,32,2,"No",0,0,0,0,"No","No","No","No","No","No" +1525532,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1623833,3,8,0,0,0,0,0,0,1,1,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1892118,8,8,0,0,0,0,0,0,1,4,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1910827,23,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1269436,21,8,0,48,96,96,10,38,61,93,1,"No",0,0,0.33,0,"No","No","No","Yes","No","Yes" +2168533,51,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1986538,31,8,18,18,54,72,3,18,54,80,17,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1401316,363,NA,0,0,0,0,1,2,7,11,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2142228,31,13,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1347469,1,8,0,5,9,12,1,4,5,8,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1926303,9,8,0,0,0,0,0,6,10,14,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2938377,240,2,199,12,12,12,21,88,198,289,35,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1408691,0,4,0,1,1,1,2,4,4,4,0,"No",0,0.85,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1231686,10,2,0,16,48,80,7,25,39,64,0,"No",0,0.97,0.87,0,"No","No","No","Yes","No","Yes" +2218869,0,8,0,4,4,4,1,2,5,9,0,"No",0,0.12,0.1,0,"No","No","Yes","Yes","No","Yes" +1134769,46,8,0,0,0,0,3,4,5,7,1,"No",0,0,0.45,0,"Yes","No","No","Yes","No","No" +1783473,6,2,0,0,12,12,5,16,28,37,1,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2011662,62,9,3,20,80,140,13,57,135,195,40,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1182818,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +3277713,1,8,8,5,10,15,2,10,19,25,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2841427,50,8,0,54,90,114,15,20,31,33,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3116954,48,NA,0,0,0,0,1,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2953319,2855,4,801,4292,5456,7784,1108,2639,4720,7848,1365,"No",0,0.98,0.96,48,"No","No","No","Yes","No","No" +1835064,19,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2244880,-21,8,0,36,36,36,0,0,0,14,0,"No",0,0.87,0.89,21,"No","No","Yes","Yes","No","Yes" +1741600,48,8,3,60,120,180,21,74,146,225,17,"No",0,0.61,0.57,0,"No","No","Yes","Yes","No","No" +2951097,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1873901,6,2,0,40,72,104,8,25,41,41,2,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +1170842,0,2,0,13,13,15,1,2,9,15,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1826294,4,8,0,15,30,39,9,23,36,59,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2904344,113,12,5,125,182,182,21,37,151,204,33,"No",0,0.65,0.77,0,"No","No","No","Yes","No","No" +2184560,0,8,0,3,3,3,4,18,26,39,0,"No",0,0.95,0.9,0,"No","No","No","Yes","No","Yes" +3213139,1074,8,55,0,0,0,99,263,498,774,89,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1894645,287,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +3049849,1,52,0,0,0,0,0,0,1,1,2,"No",0,0.94,0.97,0,"Yes","No","No","Yes","No","No" +1884577,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.9,0,"No","No","No","Yes","No","No" +1451378,21,8,0,92,128,160,9,30,68,127,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +3157284,24,2,0,0,0,0,0,3,9,19,1,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1540032,238,12,401,1400,2360,3380,516,1125,2139,3186,418,"No",0,0.94,0.89,18,"No","No","No","Yes","No","No" +1987250,33,8,3,23,46,92,8,25,54,81,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1168210,8,12,0,16,24,32,3,16,24,32,5,"No",0,0.77,0.68,0,"No","No","No","Yes","No","No" +3160034,38,8,0,0,0,0,3,7,16,26,7,"No",0,0.25,0.22,0,"No","No","No","Yes","No","No" +1857107,12,2,0,11,22,44,2,11,24,36,0,"No",0,0.68,0.68,0,"No","No","No","Yes","No","Yes" +2010061,5,4,0,3,6,6,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1605734,81,2,32,23,115,207,12,59,99,128,13,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +3195892,6,4,0,0,2,2,0,0,0,0,0,"No",0,0.93,0.89,0,"Yes","No","Yes","Yes","No","No" +2190527,20,52,0,0,0,0,0,0,0,1,1,"No",0,0,0,0,"Yes","No","Yes","No","No","No" +3176526,32,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1702747,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1693970,0,13,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"Yes","No","No","Yes","No","No" +1940240,39,NA,0,0,0,0,0,1,5,7,5,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1814778,20,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2121824,1,8,0,3,5,6,0,3,5,6,0,"No",0,0.18,0.31,0,"No","No","No","Yes","No","Yes" +3069463,3,2,0,0,1,2,0,1,4,5,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1777202,13,8,0,0,0,4,1,5,7,13,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2147415,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.39,0,"No","No","No","Yes","No","No" +2925152,-1,8,0,174,174,232,4,59,180,231,29,"No",164,0.66,0.64,2,"No","No","No","Yes","No","Yes" +2988337,12,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1707365,3,8,0,6,10,16,2,5,9,11,1,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +3115554,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.25,0,"Yes","No","Yes","Yes","No","No" +1772081,34,8,1,442,694,934,95,280,545,833,137,"No",36,0.61,0.57,1,"No","No","Yes","Yes","No","Yes" +1859522,52,9,0,0,2,20,6,17,34,54,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1511819,114,12,0,0,0,0,6,22,45,68,1,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +3276768,1,2,0,1,3,4,0,1,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3190506,1184,8,0,0,0,0,70,222,432,682,120,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1889990,7,NA,0,26,91,151,2,16,32,54,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1311082,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1866715,28,2,0,0,0,0,3,4,4,4,0,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +2165592,6,8,0,8,8,8,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3269443,3,8,0,1,4,6,0,1,4,8,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1158024,10,8,0,0,0,0,0,4,7,12,11,"No",0,0.7,0.61,0,"Yes","No","No","Yes","No","No" +2269113,100,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2208193,54,8,0,0,0,12,1,3,5,6,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1408439,315,52,5,0,0,0,14,38,63,100,27,"No",0,0.92,0.96,0,"Yes","No","No","Yes","No","No" +3157198,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1614458,0,8,0,13,22,31,6,11,20,26,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1243156,7,8,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +1490263,14,12,15,0,0,0,2,6,22,31,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1385958,113,8,0,200,350,650,67,188,383,4196,18,"No",0,0.82,0.91,0,"No","No","No","Yes","No","Yes" +2885352,9451,8,0,6500,14300,14300,26,7636,11963,13305,340,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1948292,2893,8,18,0,0,0,95,221,423,660,145,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1221368,5,8,0,0,0,1,1,2,6,10,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2152443,35,8,0,0,0,0,3,7,17,57,7,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2810880,4,16,0,0,2,5,1,2,5,8,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2258457,211,8,84,132,294,456,63,217,414,672,163,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1183252,0,12,0,8,8,12,2,6,9,13,3,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +3266176,72,8,8,0,0,0,6,20,34,68,10,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2246008,5,8,6,24,52,87,9,28,65,95,0,"No",0,0.77,0.74,0,"No","No","No","Yes","No","No" +3212717,70,8,0,0,0,0,0,0,1,6,2,"No",0,1,0.98,0,"No","No","Yes","Yes","No","No" +2940490,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2865854,1,4,0,50,50,50,12,25,48,60,0,"No",0,0.93,0.97,0,"No","No","No","Yes","No","Yes" +1142368,8,2,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","No" +1869352,21,8,0,0,0,0,0,0,1,1,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1371817,0,8,0,33,33,59,9,32,53,66,6,"No",0,0.99,0.94,0,"No","No","No","Yes","No","Yes" +2000050,2,2,0,8,8,8,0,3,4,4,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +2857539,27,2,1,0,0,0,3,5,9,16,1,"No",0,0.74,0.75,0,"No","No","No","Yes","No","No" +2821361,2,8,0,1,2,2,1,4,8,12,2,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +2926784,193,2,5,150,300,300,60,163,256,293,59,"No",0,0.99,0.97,0,"Yes","No","Yes","Yes","No","No" +1463102,3,4,2,0,6,10,2,5,16,17,1,"No",0,0.91,0.9,0,"No","No","No","Yes","No","Yes" +1535229,3,4,0,0,0,0,0,0,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1391974,0,8,0,30,30,30,2,10,12,20,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1983346,131,8,0,0,0,0,0,4,6,7,2,"No",0,0,0,0,"No","No","No","Yes","No","No" +1708200,2716,8,3,0,0,0,12,33,59,127,22,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1155718,422,12,0,0,0,0,2,19,36,47,0,"No",0,0,0.02,0,"Yes","No","No","Yes","No","No" +3073298,0,2,0,5,20,20,0,0,0,0,1,"No",0,0.79,0.86,0,"Yes","No","No","Yes","No","No" +1599415,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1689746,30,NA,0,0,0,0,2,11,12,14,10,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2150099,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3210080,10,9,0,0,0,0,0,0,0,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1531391,2,2,0,0,0,0,0,1,1,1,0,"No",0,0.8,0.82,0,"Yes","No","Yes","Yes","No","No" +3273795,9,8,0,0,0,0,0,1,1,1,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1629267,1061,2,0,0,0,0,37,108,127,127,0,"No",0,0.79,0.83,0,"Yes","No","No","Yes","No","No" +3278099,109,2,0,0,0,0,0,0,0,2,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +2197561,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2037822,3,3,0,0,0,1,1,4,7,7,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2219504,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.84,0,"No","No","No","Yes","No","No" +2962353,6,8,0,0,0,0,0,1,6,8,0,"No",0,0.9,0.93,0,"No","No","No","Yes","No","No" +1700845,7,2,14,0,0,0,1,7,10,10,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1220456,1,8,0,12,16,26,3,11,20,25,4,"No",0,0.82,0.68,0,"No","No","No","Yes","No","Yes" +1941525,37,2,0,0,0,0,60,106,117,125,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3131384,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +3261554,1430,2,0,0,0,0,0,20,22,32,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2822730,3,8,0,21,33,49,4,18,32,52,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1939865,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2275232,-23,8,1,256,409,550,42,182,364,500,44,"No",19,0.57,0.6,32,"No","No","No","Yes","No","Yes" +1887547,37,4,0,0,0,0,0,0,0,0,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2211451,26,2,0,0,0,0,0,0,2,2,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3178808,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1485578,38,8,0,0,0,0,0,1,3,4,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2919109,10,2,0,0,0,0,0,1,1,1,0,"No",0,0.9,0.78,0,"No","No","No","Yes","No","No" +2802962,356,8,126,360,684,1044,192,517,977,1439,128,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +3040772,27,2,0,0,0,0,0,0,0,0,0,"No",0,0.58,0.56,0,"No","No","No","Yes","No","No" +1588954,3,8,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1600774,395,12,18,0,0,140,50,156,324,535,83,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1727291,6,2,0,0,0,0,0,0,1,1,0,"No",0,0.43,0.71,0,"Yes","No","No","Yes","No","No" +1543167,4,12,0,0,0,0,0,0,0,1,2,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2205594,0,8,0,9,12,18,1,12,19,23,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3242540,28,8,0,0,0,0,0,3,8,15,2,"No",0,0.91,0.95,0,"Yes","No","No","Yes","No","No" +1905725,339,8,118,272,716,1148,152,476,1012,1532,136,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2916179,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.73,0,"No","No","Yes","Yes","No","No" +3053888,118,8,9,207,351,495,30,134,268,434,53,"No",27,0.71,0.63,0,"No","No","No","Yes","No","No" +1774863,36,4,0,23,43,63,4,19,41,65,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2147478,14,8,12,0,12,24,0,2,12,23,5,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1452664,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1613167,342,8,1,0,0,0,11,41,88,138,20,"No",0,0.82,0.77,0,"No","No","No","Yes","No","No" +2983041,24,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1552689,44,12,0,12,16,24,11,23,39,64,6,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1210297,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +1209464,1,8,0,17,31,47,0,11,22,26,4,"No",0,0.79,0.78,0,"No","No","No","Yes","No","Yes" +1687558,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1253305,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2297710,174,8,2,0,36,84,31,75,167,242,32,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +3249712,9,8,0,0,0,0,0,0,1,1,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +3253599,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3182382,4611,8,0,0,0,0,8,25,48,78,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1291749,49,NA,0,0,0,0,1,1,2,4,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2887285,45,2,0,47,94,141,18,48,127,159,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +3178201,7,12,8,16,24,40,9,17,34,45,2,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +1968249,1,8,0,0,0,10,1,5,16,25,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3033534,388,12,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2823020,0,NA,0,50,50,50,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1589858,13,8,0,0,8,12,1,12,17,20,0,"No",0,0.07,0.24,0,"No","No","No","No","No","Yes" +2126073,1,8,6,13,26,41,5,22,35,44,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2921061,18,8,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1583284,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1298663,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1376655,47,2,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2025264,26,3,0,24,24,24,23,34,34,34,4,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","No" +1608719,14,8,0,0,5,15,3,9,22,28,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1852968,9,8,0,0,0,0,0,2,6,7,1,"No",0,0.87,0.9,0,"No","No","No","Yes","No","No" +1829149,17,4,0,7,7,14,5,14,15,23,5,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +1567398,2,8,0,10,10,10,1,3,4,7,1,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +2947074,43,8,0,0,0,0,0,1,2,3,1,"No",0,0.95,0.89,0,"Yes","No","No","Yes","No","No" +1706128,10,2,0,0,0,0,2,2,2,2,0,"No",0,0.96,0.96,0,"Yes","No","Yes","Yes","No","Yes" +3197094,505,12,506,0,1000,1500,110,475,1515,2705,89,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +3002826,348,14,0,0,0,0,0,7,14,22,2,"No",0,0.69,0.81,0,"No","No","No","Yes","No","No" +1346179,8,NA,25,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1216199,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +1782208,376,8,153,600,1225,1975,212,626,1383,1895,202,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3087793,56,8,0,0,0,0,10,21,40,57,4,"No",0,1,0.9,0,"No","No","No","Yes","No","No" +1783060,84,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2298078,470,8,6,630,1260,1995,208,722,1518,2318,191,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1927612,7,8,9,0,0,0,0,0,6,10,8,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1920954,12,52,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3238010,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2913691,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2079488,31,9,1,0,0,20,7,31,63,91,8,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3036243,20,4,0,0,0,0,0,2,7,7,1,"No",0,0.22,0.15,0,"Yes","No","No","No","No","No" +1271303,31,NA,0,0,0,0,1,1,2,6,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2048959,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +2917553,1,8,1,0,1,2,0,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2817010,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","Yes","Yes","No","No" +1779588,9,8,6,117,147,192,12,48,118,174,24,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","Yes" +2095465,12,2,0,0,0,0,3,8,16,20,3,"No",0,1,0.95,0,"No","No","No","Yes","No","Yes" +1881508,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +1270337,0,4,50,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1866466,2,2,0,1,2,3,1,2,4,4,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +1460347,11,4,0,0,0,2,0,1,10,14,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1903218,42,8,0,0,0,0,0,0,0,0,1,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2251999,7,4,46,18,42,60,10,42,62,72,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3209616,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"Yes","No","Yes","Yes","No","No" +2147811,1,3,0,8,13,19,1,7,15,18,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","Yes" +1819987,5,8,0,0,4,8,2,6,11,12,3,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1232590,38,12,0,0,0,0,0,1,1,1,0,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +1411057,2,8,0,1,1,1,0,0,3,4,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1944734,6,8,0,350,550,550,40,151,306,477,69,"No",0,0.15,0.24,4,"No","No","No","Yes","No","Yes" +2216625,127,NA,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2109101,111,8,1,0,0,29,4,24,52,74,20,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3036713,3,2,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3116979,2,2,0,1,2,4,0,1,1,3,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1112971,13,2,0,5,15,25,10,31,48,58,4,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1186621,1348,2,0,1200,1200,2400,232,919,1695,2616,307,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3049561,10,8,0,0,0,3,0,2,8,9,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2982322,15,4,4,7,14,21,3,15,19,32,0,"No",0,0.77,0.84,0,"No","No","No","Yes","No","No" +1972706,23,8,0,0,8,16,0,8,22,36,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2295944,0,8,0,0,0,0,0,11,24,45,3,"No",0,0,0.04,0,"Yes","No","No","Yes","No","No" +2974437,49,8,0,0,0,50,9,26,52,73,3,"No",0,0.06,0.21,0,"No","No","No","Yes","No","No" +1875411,44,8,0,0,50,50,7,29,85,112,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2078635,120,8,0,0,0,0,0,9,22,44,4,"No",0,0.76,0.84,0,"No","No","Yes","Yes","No","No" +1662076,3,8,1,11,17,21,2,7,10,15,0,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +1773990,29,4,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1489572,32,NA,1,0,0,0,5,32,72,106,50,"No",0,-99,-99,0,"No","No","No","No","No","No" +1594227,7,8,0,17,29,53,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1336207,927,2,9,0,68,170,58,214,518,991,40,"No",0,0.52,0.53,0,"No","No","No","Yes","No","No" +1995968,25,2,0,0,0,0,0,0,7,9,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1174508,8,2,0,2,4,4,0,0,0,0,0,"No",0,0.26,0.32,0,"Yes","No","No","Yes","No","No" +1287377,374,8,0,0,0,0,2,8,18,30,10,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1623990,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1130800,55,4,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +2957921,0,2,0,3,3,3,0,15,16,17,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +1489118,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.91,0,"No","No","No","Yes","No","No" +1768717,14,NA,0,0,0,0,0,0,0,2,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1254470,983,8,0,0,0,0,1,14,51,80,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2937945,85,8,0,420,660,840,72,278,496,857,78,"No",0,0.78,0.62,11,"No","No","No","Yes","No","No" +1469803,21,9,0,0,0,0,1,4,7,13,2,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1484228,8,2,0,32,62,80,10,19,32,91,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","Yes" +1815833,43,8,5,18,36,36,5,15,24,54,18,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3259568,1120,8,154,1500,2500,3500,368,1199,2575,3930,356,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1863837,0,2,0,3,4,5,1,2,3,7,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1516811,18,4,0,1,1,1,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2252285,148,8,0,195,333,402,32,123,239,468,42,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2223019,5,3,0,13,39,52,5,12,25,32,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2223616,152,8,11,103,268,367,40,134,289,406,36,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +2949432,2,4,0,4,4,4,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +1900503,59,8,26,63,97,131,15,46,86,153,32,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1903115,241,8,569,385,991,1395,191,609,1166,1733,132,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3189093,12,2,0,32,64,80,6,13,17,33,6,"No",0,0.85,0.88,0,"Yes","No","No","Yes","No","No" +1859974,66,2,0,110,110,110,0,0,0,0,0,"No",0,0.47,0.72,0,"No","No","No","Yes","No","No" +1696956,0,2,0,6,9,12,3,4,7,10,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1529678,2,2,0,0,0,0,0,4,6,6,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1778032,2,14,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2234300,9,2,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +3261456,0,12,0,8,14,18,0,4,8,13,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","Yes" +1745799,3,2,0,20,30,50,11,23,40,53,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +1864645,11,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1577141,585,2,130,537,1270,1854,233,661,866,866,165,"No",0,0.84,0.88,0,"No","No","No","Yes","No","No" +1653423,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1769191,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3098881,10,2,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1572591,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1686882,0,8,0,2,2,3,1,1,1,1,0,"No",0,0.81,0.82,0,"No","No","Yes","Yes","No","Yes" +3273642,72,8,22,39,74,109,10,49,99,126,29,"No",0,0.76,0.83,0,"No","No","No","Yes","No","No" +1482734,94,12,6,69,131,181,20,53,95,204,28,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","No" +1575890,112,12,8,60,120,180,30,68,129,202,23,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2184613,0,8,0,1,1,3,5,12,14,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +3001081,19,12,0,4,7,13,2,7,19,32,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +3166703,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1499789,0,2,0,44,56,56,0,0,0,0,1,"No",0,0.58,0.57,0,"Yes","No","No","Yes","No","No" +2923394,7,8,6,1,1,2,0,1,2,9,0,"No",0,0.95,0.77,0,"No","No","No","Yes","No","No" +1905673,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1395977,21,2,0,30,80,110,4,22,58,66,2,"No",0,0.87,0.75,0,"No","No","No","Yes","No","No" +2932880,19,8,0,0,0,0,0,0,0,0,1,"No",0,0.81,0.91,0,"No","No","No","Yes","No","No" +2876703,5,4,0,0,1,2,1,2,4,7,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1819611,4065,2,0,0,0,0,7,41,82,112,12,"No",0,0.95,0.98,0,"No","No","No","Yes","No","No" +2184975,6,8,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +2831079,1,8,0,0,0,0,0,0,0,2,1,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3193058,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1594863,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.62,0.62,0,"Yes","No","No","No","No","No" +2088987,1,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2094817,0,8,0,3,4,5,1,3,3,4,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2918146,2,16,0,0,0,0,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +2305527,2,8,0,0,0,0,0,0,0,0,1,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1149076,386,8,12,784,1312,1972,192,700,1440,2478,240,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2876937,0,9,0,64,64,96,0,0,0,0,0,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +2855682,20,3,0,12,36,54,3,13,30,51,3,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1467711,45,2,0,0,0,0,1,2,3,3,1,"No",0,0.17,0.57,0,"No","No","No","Yes","No","No" +2271273,197,52,0,0,0,0,2,14,27,39,5,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1517065,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1466219,10,12,5,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1598043,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1184461,5,8,0,0,9,9,4,10,14,18,1,"No",0,0.77,0.82,0,"No","No","No","Yes","No","Yes" +1699277,0,9,0,3,4,6,2,2,3,4,8,"No",0,0.96,0.98,0,"No","No","No","No","No","Yes" +1993469,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3236064,0,8,0,15,27,37,2,13,19,25,3,"No",0,0.8,0.79,0,"No","No","No","Yes","No","Yes" +1421863,14,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1439871,279,12,50,102,178,254,9,78,193,282,38,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1737282,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2298726,42,2,0,23,23,23,0,0,0,5,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1950152,748,10,366,1750,3190,4870,407,1457,2932,4448,407,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1858225,377,2,400,400,800,1200,149,556,995,1512,171,"No",0,0.22,0.22,0,"No","No","No","Yes","No","No" +1626166,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1511697,57,12,0,40,80,120,10,43,73,121,17,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1736961,411,2,155,120,320,470,33,103,130,130,53,"No",0,0.9,0.94,0,"Yes","No","No","Yes","No","No" +1616096,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2221007,12,8,0,12,27,62,8,27,75,110,2,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +1874069,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1294414,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2825720,0,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1427336,3,12,0,9,14,19,0,5,10,12,2,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","Yes" +1172843,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +3075049,86,NA,0,0,0,0,2,4,8,11,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3004783,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3164612,32,2,0,0,0,0,2,8,8,8,3,"No",0,0.36,0.13,0,"No","No","Yes","Yes","No","No" +2979889,50,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1670068,2,8,0,0,0,1,1,1,2,5,1,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1264754,72,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1145608,5,12,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1733644,2117,8,0,1254,1672,2926,403,1145,3079,4591,2293,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1601738,12,2,0,0,6,18,10,18,40,49,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1618823,2,8,0,9,9,18,8,14,23,27,4,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +2990530,9,8,0,0,0,0,2,3,7,13,1,"No",0,0.98,0.92,0,"No","No","No","Yes","No","No" +1352257,1956,12,260,1182,3342,5322,765,2104,5025,8143,471,"No",0,0.9,0.72,0,"No","No","No","Yes","No","No" +1294445,2,9,0,3,5,5,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1722638,118,8,31,21,69,117,20,82,150,254,62,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +1946536,2,8,15,0,15,15,7,19,41,51,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +1926755,0,8,0,3,4,5,0,0,1,4,0,"No",0,0.96,0.85,0,"No","No","No","Yes","No","Yes" +1790657,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","No" +2223974,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1678040,0,2,0,1,1,1,2,2,3,3,0,"No",0,0.91,0.86,0,"Yes","No","No","Yes","No","Yes" +2216325,36,8,0,0,0,0,0,6,14,32,5,"No",0,0.86,0.89,0,"No","No","No","Yes","No","No" +1642143,7,2,0,47,47,74,13,42,61,75,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2060949,1,8,0,11,16,26,0,10,15,19,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +2247971,2,4,0,120,120,120,6,9,9,9,2,"No",0,0.74,0.71,0,"Yes","No","No","Yes","No","Yes" +1436396,0,8,2,12,17,27,8,17,28,38,17,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2147599,7,8,0,0,0,0,0,0,0,3,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1134921,0,8,0,19,43,55,4,11,28,41,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1545258,13,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1959872,12,8,0,18,28,36,1,11,18,29,3,"No",0,0.85,0.68,0,"No","No","Yes","Yes","No","No" +2315378,2,2,0,50,50,50,3,5,7,8,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1205872,3,8,0,141,213,309,7,59,241,322,20,"No",0,0.67,0.61,0,"No","No","Yes","Yes","No","Yes" +2214980,42,2,0,50,100,150,12,41,74,102,5,"No",0,0.85,0.92,0,"No","No","No","Yes","No","No" +3083033,0,2,0,7,8,8,0,0,0,0,0,"No",0,0.7,0.46,0,"Yes","No","No","Yes","No","No" +3153224,687,8,0,0,0,0,8,16,32,49,11,"No",0,0.2,0.46,0,"No","No","No","Yes","No","No" +1355174,0,2,0,115,115,161,0,1,1,1,0,"No",0,0.98,0.94,0,"Yes","No","Yes","Yes","No","Yes" +1992314,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +1341349,1,8,0,3,5,7,1,3,5,6,2,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1332204,499,12,0,0,0,0,0,1,1,1,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2868332,407,8,8,192,384,576,93,268,474,779,99,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +1941973,0,2,0,38,58,58,1,2,2,2,1,"No",0,0.88,0.92,0,"Yes","No","No","Yes","No","Yes" +2850704,175,8,0,0,250,250,75,125,150,200,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1787052,1,8,0,1,2,3,0,1,2,2,1,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +2263088,0,4,0,5,7,7,0,0,0,0,0,"No",0,0.79,0.67,0,"Yes","No","No","Yes","No","Yes" +2190661,6,4,0,0,4,6,4,6,11,17,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","Yes" +2261363,54,9,0,0,0,0,3,7,18,24,3,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2011560,0,9,0,5,7,7,0,0,1,1,0,"No",0,0.68,0.66,0,"Yes","No","No","Yes","No","No" +3029076,116,8,0,0,0,0,0,20,20,20,1,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1272611,282,8,2,0,500,500,42,123,236,328,51,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1495578,215,2,0,0,0,0,0,2,3,10,11,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1972402,19,12,0,0,0,0,3,7,15,29,7,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +2277669,6,2,0,0,6,9,0,1,2,3,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1827990,667,12,0,0,0,0,0,1,1,2,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2297495,0,NA,0,166,166,166,4,13,28,44,4,"No",22,-99,-99,0,"No","No","No","Yes","No","No" +1666455,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1565515,5,2,0,19,19,19,1,1,1,1,0,"No",0,0.92,0.9,0,"Yes","No","No","Yes","No","No" +1831927,2,8,0,9,19,26,1,7,15,20,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1806365,-5,52,0,0,0,0,5,11,17,26,1,"No",0,0.87,0.88,5,"Yes","No","Yes","No","No","Yes" +1255689,5,8,0,0,3,9,1,6,9,12,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1829806,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1155853,151,2,0,0,24,88,21,78,151,231,29,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +1449596,1,8,0,1,2,4,1,2,2,4,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1426803,398,8,0,0,0,0,0,4,4,204,16,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +1363954,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3280786,13,8,0,0,0,0,2,5,11,18,0,"No",0,0.87,0.8,0,"No","No","No","Yes","No","No" +1274479,6,2,0,166,280,413,65,153,297,388,7,"No",38,0,0,5,"No","No","Yes","Yes","No","Yes" +1230855,3,9,0,0,0,0,0,0,0,1,1,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +2186533,112,2,72,144,288,468,65,185,418,642,45,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +1559379,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1898144,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1346821,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1567072,93,0,6,12,26,61,10,31,85,134,21,"No",0,0,0,0,"No","No","Yes","No","No","No" +1292004,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2910454,856,8,0,0,0,0,4,8,51,71,0,"No",0,0.98,0.91,0,"No","No","No","Yes","No","No" +1960147,35,8,0,0,0,0,0,1,1,2,0,"No",0,0.17,0.33,0,"No","No","No","Yes","No","No" +1168879,0,8,0,6,9,12,2,4,6,9,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1843585,26,2,0,0,0,0,2,5,6,9,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1412820,1,9,0,0,0,0,0,0,0,1,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1529866,2,6,0,0,0,0,0,0,1,1,1,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1929471,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.65,0,"No","No","No","Yes","No","No" +1205733,14,8,0,0,0,0,0,3,5,10,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1115911,67,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.68,0,"Yes","No","No","Yes","No","No" +3105321,18,2,0,0,0,0,2,3,6,7,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1491350,30,NA,0,0,0,0,0,0,0,3,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2066067,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2977983,2,4,0,200,200,200,3,20,38,60,2,"No",0,0.92,0.96,0,"Yes","No","No","No","No","Yes" +1957825,14,8,0,25,47,69,7,26,49,74,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3037403,24,8,0,248,248,248,4,17,33,60,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +1673775,0,NA,0,16,20,20,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +3226419,0,8,0,2,3,4,0,1,2,2,2,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2951655,1,2,0,58,58,76,19,44,75,88,0,"No",0,0.64,0.29,0,"No","No","No","Yes","No","Yes" +1812053,4,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2979619,13,2,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1384042,4,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1850111,58,4,10,13,22,34,13,28,44,81,25,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2960881,121,2,1,10,80,170,19,55,94,96,9,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +1310649,5,8,0,2,6,10,1,4,5,12,5,"No",0,0.83,0.47,0,"No","No","No","Yes","No","No" +1217495,2,2,1,0,1,2,1,1,2,3,1,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +2273210,284,8,25,0,250,425,8,81,440,644,57,"No",0,0.78,0.81,0,"No","No","No","Yes","No","No" +1401851,32,2,0,402,402,402,44,109,142,214,25,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1358930,3,4,0,7,12,18,1,2,2,2,1,"No",0,0.75,0.81,0,"Yes","No","No","Yes","No","Yes" +2016820,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.25,0.11,0,"No","No","No","Yes","No","No" +1713288,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.46,0,"No","No","No","Yes","No","No" +1792809,98,52,0,0,0,0,4,14,21,40,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1510052,203,6,0,54,216,351,38,112,278,490,32,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3051050,0,8,0,30,30,50,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1380140,1,8,0,100,100,100,6,14,40,63,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1848059,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2212381,1586,4,594,3346,5626,8214,785,2608,5008,7692,520,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +2953987,38,2,0,0,0,0,1,1,2,2,5,"No",0,0.93,0.94,0,"No","No","No","Yes","No","No" +1182433,3,8,0,2,3,6,1,3,6,11,8,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +3081800,3,2,1,1,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +3133837,384,8,0,0,0,0,2,8,106,179,20,"No",0,1,0.7,0,"No","No","No","Yes","No","No" +1741597,21,8,0,0,0,0,0,0,2,2,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1269309,52,8,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.92,0,"No","No","No","Yes","No","No" +2195627,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +3089282,0,2,0,128,182,236,0,0,0,0,1,"No",0,0.74,0.78,0,"No","No","No","Yes","No","Yes" +2307137,47,8,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.65,0,"No","No","No","Yes","No","No" +1351920,77,2,0,0,0,0,4,6,12,13,0,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +1609307,17,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1759885,262,8,0,0,0,0,1,1,5,8,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2910801,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1466410,6,2,6,10,10,10,0,0,0,0,1,"No",0,0.27,0.35,0,"Yes","No","No","Yes","No","Yes" +3224892,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1141907,243,12,32,648,808,808,157,505,1230,2003,108,"No",76,0.92,0.75,0,"No","No","No","Yes","No","No" +2911441,216,8,0,0,0,0,41,53,58,68,37,"No",0,0.96,0.89,0,"No","No","Yes","Yes","No","No" +1786257,4352,4,73,0,6000,6000,676,2121,3860,5746,621,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +3183206,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +1906192,101,2,2,126,210,294,55,170,268,382,50,"No",0,0.83,0.91,0,"No","No","No","Yes","No","No" +2004251,0,8,4,13,19,25,9,16,27,44,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +2041454,0,8,900,350,350,350,0,0,0,0,85,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +3116360,14,8,0,0,0,0,0,0,2,2,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1789759,7,8,0,0,0,0,3,10,22,37,0,"No",0,0.98,0.98,0,"Yes","No","No","No","No","No" +2954836,1,2,0,10,20,30,3,12,19,28,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2075592,6,12,0,0,0,0,0,1,2,3,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3071153,0,2,0,12,26,33,0,5,12,14,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","Yes" +2200943,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2037914,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1384266,34,8,0,254,347,409,23,103,190,360,53,"No",26,0,0,1,"No","No","No","Yes","No","Yes" +3277850,28,3,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1452999,61,8,1,322,610,898,62,195,472,731,53,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1143562,136,2,91,139,279,421,45,141,266,371,73,"No",0,0.77,0.83,0,"No","No","No","Yes","No","No" +1477962,26,8,0,0,16,46,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1625022,5,12,7,0,0,6,1,7,10,16,0,"No",0,0.93,0.93,0,"No","No","No","Yes","No","No" +3180868,78,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.73,0,"No","No","No","Yes","No","No" +1466062,40,12,0,0,0,0,10,20,20,42,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1564819,45,10,0,0,0,0,2,3,7,10,6,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1680512,698,9,720,658,1561,2171,187,570,1328,1909,219,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +2838910,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2199891,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1398820,5,2,0,0,0,0,0,1,1,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1186926,6,12,3,120,206,288,28,88,182,258,19,"No",7,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1287820,651,9,6,0,0,0,30,88,196,309,141,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +2122557,38,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2875863,177,8,0,0,0,0,11,22,46,66,1,"No",0,0.9,0.92,0,"Yes","No","No","Yes","No","No" +2107053,-4,2,2,42,84,133,32,89,99,103,0,"No",0,0.4,0.65,4,"No","No","No","Yes","No","Yes" +1570700,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1857492,3570,NA,0,0,0,0,2,8,21,27,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2011765,2454,8,0,0,0,0,1,2,4,16,1,"No",0,0.15,0.24,0,"No","No","No","Yes","No","No" +1850553,0,8,0,5,5,6,0,0,2,5,2,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1613252,49,NA,0,0,0,0,4,18,33,62,15,"No",0,-99,-99,0,"No","No","No","No","No","No" +2929343,34,8,0,0,0,0,0,0,2,4,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +1590168,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1584456,29,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1834910,8,8,0,0,0,6,1,2,8,11,0,"No",0,0.84,0.77,0,"No","No","Yes","Yes","No","No" +1127882,163,9,0,0,0,0,1,7,11,15,6,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1436906,0,9,0,14,20,22,5,8,23,37,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +1656028,0,4,450,120,120,120,0,0,0,0,26,"No",0,0.64,0.69,0,"No","No","No","Yes","No","No" +3156658,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +2107489,26,8,6,16,36,48,6,11,33,59,15,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +3025802,13,8,0,12,12,24,5,8,14,27,14,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1591447,0,8,0,11,11,11,0,3,5,5,0,"No",0,0,0.22,0,"No","No","No","Yes","No","Yes" +3166692,78,8,0,0,0,0,0,2,2,4,0,"No",0,0,0.79,0,"No","No","No","Yes","No","No" +3272599,60,4,0,0,0,0,0,0,10,20,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1434943,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +3245087,13,8,3,20,20,20,0,17,32,45,2,"No",0,0.35,0.52,0,"No","No","No","Yes","No","No" +2306938,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.79,0,"Yes","No","No","Yes","No","No" +1710022,2360,8,0,0,0,0,0,1,2,3,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1978077,8,8,0,10,10,20,4,10,18,31,10,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1713485,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +1744762,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3107875,398,12,12,648,1260,1692,339,593,1576,2023,260,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +1657113,54,8,0,0,0,0,0,0,0,0,1,"No",0,0.92,0.94,0,"Yes","No","No","No","No","No" +2290342,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2121747,4,8,0,0,0,0,0,2,2,2,1,"No",0,0,0.82,0,"Yes","No","No","Yes","No","No" +1318317,18,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1302248,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1246783,0,2,0,2,2,7,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","Yes","Yes","No","Yes" +1906128,23,9,0,0,0,0,1,4,7,9,1,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1241872,37,8,0,0,0,25,3,11,27,34,4,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2071152,1,8,0,47,95,119,18,34,63,99,8,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +2287552,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1517944,17,8,0,0,9,9,5,8,25,32,0,"No",0,0.5,0.53,0,"No","No","No","Yes","No","Yes" +2201911,1,9,0,12,18,30,4,8,13,18,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3228871,96,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1834796,7,2,0,2,4,4,0,0,0,0,0,"No",0,0.78,0.86,0,"Yes","No","No","Yes","No","No" +1814300,157,8,3,0,0,0,7,23,57,93,21,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1564806,14,9,0,0,0,0,0,0,0,1,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1176781,4,2,1,1,1,1,0,0,0,0,1,"No",0,0.91,0.82,0,"Yes","No","No","Yes","No","No" +3191168,1,10,0,1,1,2,4,4,5,5,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1982139,106,8,0,12,38,64,7,37,94,155,25,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1719782,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","Yes","Yes","No","No" +1935261,1,8,0,40,40,40,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1350859,239,8,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1187386,0,8,0,1,1,1,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1293679,187,8,0,0,0,0,1,4,14,27,1,"No",0,0.95,0.93,0,"No","No","Yes","Yes","No","No" +1372483,1025,5,0,0,0,0,33,147,554,865,76,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2979163,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"Yes","No","No","Yes","No","No" +3195733,213,8,81,646,1625,2489,16,36,69,97,4,"No",9,0.26,0.37,0,"No","No","No","Yes","No","No" +1203271,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1778769,5,8,0,2,4,6,0,3,7,11,5,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1431623,3,8,0,40,40,80,3,12,26,47,3,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +1963587,27,8,0,0,0,0,4,8,14,24,0,"No",0,1,0.76,0,"No","No","No","Yes","No","No" +2201370,10,12,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2960130,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.79,0,"No","No","No","Yes","No","No" +1297370,2,8,0,2,3,5,1,2,8,9,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","Yes" +2841597,13,2,0,0,0,0,0,1,1,2,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1913206,8,12,0,0,1,3,0,0,3,6,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1461162,40,12,36,18,82,146,10,41,85,132,29,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +3235503,19,8,0,0,0,0,4,4,10,12,1,"No",0,0.75,0.72,0,"No","No","No","Yes","No","No" +1223163,89,2,0,0,0,0,0,0,1,3,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +1532008,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1354189,9,8,0,0,0,0,1,2,3,5,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1579742,-3,3,1,239,376,521,59,162,296,504,88,"No",6,0.29,0.34,10,"No","No","No","Yes","No","No" +1315588,4,8,1,14,22,34,3,13,22,28,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2133573,49,12,2,250,250,250,7,19,36,66,20,"No",0,1,1,0,"No","No","No","Yes","No","No" +1478622,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1556395,0,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.69,0,"No","No","No","Yes","No","No" +2971403,54,8,0,0,0,0,2,7,20,29,2,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1816147,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1739655,10,12,0,14,14,14,10,15,16,33,5,"No",0,0.94,0.89,0,"No","No","No","Yes","No","Yes" +1843955,12,8,0,0,0,0,2,5,14,17,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +3239001,11,2,0,0,0,0,0,0,0,1,0,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2184605,325,8,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.74,0,"No","No","No","Yes","No","No" +2270065,36,8,0,6,33,54,5,35,67,120,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2874582,29,9,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3106859,17,2,0,0,0,0,0,1,1,1,1,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1397608,459,2,3,207,552,897,131,334,594,828,112,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2171175,10,8,0,0,0,0,0,0,4,6,2,"No",0,0.58,0.75,0,"No","No","No","Yes","No","No" +2062415,90,8,0,0,36,36,5,12,45,74,0,"No",0,0.58,0.51,0,"No","No","No","Yes","No","No" +1976937,0,9,0,3,4,6,0,2,3,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1497265,8,8,1,17,31,43,6,17,23,32,3,"No",0,0.69,0.57,0,"Yes","No","No","Yes","No","No" +2018653,22,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1725060,2,8,0,1,2,3,1,2,4,6,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1376557,3,8,0,0,0,1,0,0,2,5,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1414286,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.59,0.78,0,"No","No","Yes","Yes","No","No" +2097430,9,12,0,5,5,5,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2846533,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1920795,12,2,0,8,20,32,9,19,33,46,2,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +1275903,8,4,0,7,16,16,0,0,0,0,0,"No",0,0.96,0.83,0,"Yes","No","Yes","Yes","No","No" +1306391,-85,12,0,126,131,151,35,110,141,187,148,"No",19,0,0.02,0,"No","No","No","Yes","No","Yes" +2168517,52,8,0,395,777,1234,68,188,330,546,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3236563,-4,8,0,10,14,17,0,10,13,15,1,"No",0,0.35,0.36,4,"No","No","No","Yes","No","Yes" +2193718,26,9,0,0,21,30,0,13,29,35,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1247375,258,8,53,468,900,1380,145,456,906,1356,137,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1755986,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2035397,1,16,0,2,2,2,0,0,1,2,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +2909273,103,8,24,107,217,327,36,113,254,425,40,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2879685,286,2,257,0,0,0,19,68,122,202,38,"No",0,0.75,0.88,0,"No","No","No","Yes","No","No" +2273294,188,8,0,0,160,160,27,91,165,277,33,"No",0,0.97,0.8,0,"No","No","No","Yes","No","No" +3063529,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1227095,2,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2073469,0,NA,0,0,0,0,1,7,17,25,1,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +3003196,50,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2917169,-2,8,9,768,1104,1488,143,466,897,1278,145,"No",96,0.53,0.54,15,"No","No","Yes","Yes","No","Yes" +1569931,4,4,4,0,4,6,1,2,6,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2026759,53,2,24,60,120,150,19,55,104,153,24,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1300581,0,8,0,2,2,3,1,5,6,10,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3275184,10,8,0,10,20,30,10,16,31,48,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1753790,3,4,0,2,4,4,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +2183670,19,2,0,0,0,0,0,0,1,1,2,"No",0,0.77,0.82,0,"Yes","No","Yes","Yes","No","No" +3192831,0,2,0,5,8,10,5,7,11,12,0,"No",0,0.15,0.1,0,"No","No","No","Yes","No","Yes" +1829300,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +1932181,15,2,0,46,46,46,4,9,9,9,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1148495,113,2,0,368,644,858,85,280,513,811,147,"No",0,0.95,0.98,0,"No","No","No","Yes","No","Yes" +1264469,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3227995,22,4,0,0,0,0,1,1,1,2,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1521571,3,2,0,0,2,3,0,0,3,6,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1457059,1,8,0,26,26,38,5,10,18,28,0,"No",0,0.81,0.85,0,"No","No","No","Yes","No","Yes" +1189068,135,8,63,78,156,234,68,112,190,286,37,"No",0,1,1,0,"No","No","No","Yes","No","No" +2844652,0,2,5,0,15,15,0,0,0,0,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +3258296,225,12,0,0,0,0,0,6,14,18,12,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2222869,60,8,0,0,0,0,1,2,5,9,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1766335,17,8,0,0,0,0,2,7,16,27,1,"No",0,0.81,0.85,0,"Yes","No","No","Yes","No","No" +2232691,6,NA,0,381,656,917,54,257,479,675,72,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +3225938,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2168296,0,8,0,2,3,5,0,2,2,2,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +1982799,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1269069,2,2,0,1,3,4,0,0,2,5,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +1355290,194,9,0,0,0,0,2,2,2,3,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1846459,732,4,162,834,2184,3168,233,943,2114,3166,213,"No",132,0.74,0.5,0,"No","No","Yes","Yes","No","No" +1608661,20,3,0,0,0,0,0,0,0,1,1,"No",0,0.69,0.86,0,"No","No","No","Yes","No","No" +2885376,52,NA,0,0,0,0,1,6,12,13,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2029053,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","Yes" +1515146,0,8,0,21,29,41,5,12,21,32,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +1475836,31,8,0,0,0,0,1,4,12,16,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1340192,12,8,0,8,20,32,4,7,22,30,5,"No",0,0.79,0.78,0,"No","No","No","Yes","No","No" +1484501,0,NA,0,734,734,734,0,14,26,26,38,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +1376376,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1383363,-208,4,212,349,409,449,473,589,657,717,92,"No",0,0.48,0.62,223,"No","No","No","Yes","No","No" +3175183,12,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1154883,3,12,23,50,100,150,29,52,69,89,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1482315,107,2,0,146,438,584,38,141,215,284,63,"No",0,0.69,0.69,0,"Yes","No","No","Yes","No","Yes" +1959683,4980,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1507525,113,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1349448,2,8,0,9,14,19,5,9,19,27,0,"No",0,0.81,0.77,0,"No","No","No","Yes","No","Yes" +1955790,42,8,9,1,57,105,14,43,64,80,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1223224,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3217670,641,52,0,0,0,0,48,98,162,210,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1310722,12,8,0,9,18,27,2,10,20,32,0,"No",0,0.71,0.71,0,"No","No","No","Yes","No","No" +1809642,7,8,0,0,0,0,0,0,2,5,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +2119232,14,2,0,0,0,0,0,0,2,2,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3185052,12,6,0,100,100,100,1,14,22,47,1,"No",0,0.94,0.8,0,"No","No","No","Yes","No","No" +1519602,-1,8,6,32,52,72,14,38,66,79,12,"No",0,0.46,0.45,4,"No","No","No","Yes","No","No" +3043274,85,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","Yes","Yes","No","No" +1689139,-6,8,0,14,21,21,18,18,32,41,0,"No",0,1,1,6,"No","No","No","No","No","Yes" +1233426,572,2,0,336,896,1456,166,554,1131,1617,166,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2028255,235,8,4,0,0,0,16,55,104,181,21,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1845594,19,8,0,0,0,0,0,0,1,3,0,"No",0,0.95,0.64,0,"No","No","No","Yes","No","No" +2861233,0,9,0,5,5,5,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3221679,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2196966,70,12,0,0,0,20,5,12,36,48,7,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1312991,1,12,0,61,86,122,20,51,89,111,18,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1613350,1556,8,31,0,600,1000,146,469,920,2171,170,"No",0,0.69,0.72,0,"No","No","No","Yes","No","No" +2988554,1557,8,1007,2500,4520,6920,1078,2905,5135,7557,1591,"No",0,0.86,0.93,0,"No","No","No","Yes","No","No" +3121222,24,4,0,0,0,0,1,3,5,8,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +2975287,121,8,5,60,140,250,15,43,86,156,94,"No",0,0.61,0.62,0,"No","No","No","Yes","No","No" +1700099,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.72,0,"No","No","No","Yes","No","No" +1113199,0,12,1,4,7,10,1,3,5,8,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +3229859,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.35,0.36,0,"No","No","No","Yes","No","No" +3183082,73,8,0,0,0,0,1,5,13,21,2,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1506523,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1789424,2,8,0,10,10,15,5,10,15,16,0,"No",0,0.48,0.57,0,"No","No","No","Yes","No","Yes" +1503849,12,8,0,83,125,157,37,111,382,415,0,"No",3,0.46,0.33,0,"No","No","No","Yes","No","Yes" +2901831,4,2,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1298075,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.56,0,"Yes","No","No","Yes","No","No" +1890679,5,12,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2868284,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2241049,45,2,0,0,0,0,18,37,85,103,15,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +2117768,18,2,0,0,0,0,0,1,2,2,1,"No",0,0.98,0.92,0,"Yes","No","No","Yes","No","No" +3194408,609,12,0,600,600,600,0,0,0,0,0,"No",0,0.63,0.57,0,"No","No","No","Yes","No","No" +1316748,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +2209243,9,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +3174006,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3141491,112,8,0,0,0,0,1,4,9,15,0,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +1557231,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1670585,116,2,0,0,0,0,4,17,78,101,0,"No",0,0.99,0.97,0,"Yes","No","No","Yes","No","No" +1487833,5,4,0,0,0,1,0,1,7,11,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +2057876,0,8,0,16,32,40,8,12,28,44,4,"No",0,0.91,0.83,0,"No","No","No","Yes","No","Yes" +3009932,88,8,32,27,63,102,23,54,96,134,23,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2242519,13,8,0,0,0,0,0,0,0,0,1,"No",0,0.78,0.76,0,"Yes","No","No","Yes","No","No" +1788412,3,9,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1579806,114,8,29,417,729,1047,108,337,655,1038,94,"No",6,0.93,0.91,1,"No","No","Yes","Yes","No","No" +1553730,9,8,0,75,108,152,9,46,92,161,21,"No",0,0,0.19,0,"No","No","No","Yes","No","Yes" +1333371,16,8,0,10,20,30,5,24,32,43,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2243361,0,8,0,52,80,80,0,0,0,0,15,"No",0,0.7,0.39,0,"Yes","No","Yes","No","No","Yes" +2094832,0,2,0,2,3,4,4,4,4,9,0,"No",0,0.9,0.91,0,"No","No","No","Yes","No","Yes" +2180640,216,8,0,0,0,0,0,0,12,13,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1285084,11,8,0,3,9,15,1,4,11,17,0,"No",0,1,0.87,0,"No","No","Yes","Yes","No","No" +1124877,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1825761,21,4,0,6,18,28,5,17,38,50,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1554332,3,8,0,20,30,50,4,20,35,51,0,"No",0,1,0.94,0,"No","No","No","Yes","No","Yes" +1491834,377,2,0,0,0,0,8,14,21,175,3,"No",0,0.26,0.34,0,"No","No","No","Yes","No","No" +1577470,2646,4,706,1049,1049,1567,533,1537,4291,6422,109,"No",35,0.73,0.78,0,"No","No","Yes","Yes","No","No" +1678406,78,4,0,0,0,0,2,13,15,44,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2083249,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +2998902,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2064002,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","Yes","Yes","No","No" +1459817,3,2,0,0,0,0,0,0,1,7,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","No" +3275490,19,8,1,1,1,1,0,2,5,11,0,"No",0,0.64,0.64,0,"No","No","No","Yes","No","No" +1637529,0,NA,0,0,0,0,0,9,11,15,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","Yes" +2970338,20,14,0,20,30,50,7,19,34,57,14,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2015928,1,5,0,2,3,5,2,2,4,6,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1620261,1,15,0,10,21,27,7,11,16,20,0,"No",0,0.93,0.92,0,"No","No","No","Yes","No","Yes" +1887567,11,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1771153,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2929485,155,2,0,0,0,0,8,20,25,25,24,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +2074882,2,12,3,49,61,73,4,17,39,58,13,"No",0,0.46,0.38,0,"No","No","No","Yes","No","Yes" +1905762,-35,12,26,288,424,560,103,224,325,473,54,"No",0,0.56,0.47,52,"No","No","No","Yes","No","Yes" +1329257,50,9,0,0,0,22,7,14,17,29,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +2281237,66,8,6,27,27,54,12,31,62,111,127,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3248815,210,2,74,221,510,821,68,113,113,113,44,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2018930,4,10,0,2,6,8,1,4,10,12,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1141332,39,12,0,0,0,0,0,0,0,0,10,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1182907,13,2,0,0,0,0,4,4,6,6,0,"No",0,1,0.95,0,"Yes","No","No","Yes","No","No" +1407500,103,8,0,0,0,300,6,31,63,87,16,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2030146,1,8,0,4,7,9,1,3,6,6,2,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +2008625,540,8,0,0,0,0,20,62,122,182,30,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1279816,0,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","No","No","No" +1511946,2,8,0,1,2,3,0,1,2,2,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1929716,2,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1197445,3,2,0,14,21,28,7,11,15,34,3,"No",0,0.99,0.9,0,"No","No","No","Yes","No","Yes" +1648356,0,2,0,7,9,11,1,4,16,20,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1318794,0,9,0,3,3,3,0,0,0,1,2,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2190487,0,8,0,7,9,12,2,7,12,19,0,"No",0,0.52,0.7,0,"No","No","No","Yes","No","Yes" +1746769,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1858731,0,12,0,40,40,46,5,22,38,61,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +2865310,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2304653,9,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2206650,1820,2,2180,1980,3960,5940,457,1531,3070,4401,740,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2837439,557,12,0,0,0,0,2,5,8,9,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1392584,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3088174,25,12,0,0,0,0,2,3,3,8,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1248561,16,8,0,0,0,0,0,5,8,11,0,"No",0,0.64,0.67,0,"No","No","No","Yes","No","No" +1143434,10,2,0,9,18,36,1,2,9,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1284969,524,2,71,800,1700,2600,277,901,1817,2527,243,"No",20,0.7,0.78,1,"No","No","No","Yes","No","No" +3265094,30,8,0,12,12,12,4,16,28,51,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1134721,48,8,0,0,0,0,1,4,19,32,23,"No",0,0.77,0.72,0,"No","No","No","Yes","No","No" +3233736,6,8,0,0,0,0,0,0,0,5,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","No" +2092843,21,8,0,0,0,0,0,0,0,0,0,"No",0,0.13,0.15,0,"No","No","No","Yes","No","No" +1271291,1,4,0,0,0,0,1,1,1,1,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1666777,6,8,0,35,70,105,15,27,29,29,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3158587,12,52,0,0,0,0,0,1,5,8,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1120169,983,8,0,0,0,0,2,2,2,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1619078,34,8,0,0,0,0,1,7,9,20,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1272506,6,8,0,4,7,10,5,12,25,45,2,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1183915,496,NA,118,0,0,0,1005,1557,1560,1560,853,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1680935,-3,8,0,70,98,126,13,45,80,126,29,"No",0,0.91,0.96,4,"No","No","No","Yes","No","Yes" +1802516,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2969263,6,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3167492,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +1158311,1,8,0,11,20,29,4,11,19,25,3,"No",0,0.93,0.89,0,"No","No","No","Yes","No","Yes" +1487329,154,NA,0,0,0,0,8,17,31,43,4,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1599477,6,2,0,9,9,9,0,0,0,0,0,"No",0,0.71,0.85,0,"Yes","No","No","Yes","No","No" +2113110,386,8,9,123,187,283,55,192,469,776,50,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1794872,13,4,0,0,0,0,0,0,1,1,0,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +1692361,77,52,0,0,0,0,0,0,1,3,3,"No",0,0.69,0.69,0,"Yes","No","No","No","No","No" +2294270,1094,8,0,0,90,180,104,356,837,1426,143,"No",0,0.92,0.87,0,"No","No","Yes","Yes","No","No" +1677899,249,8,0,0,0,0,0,3,5,5,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1386410,22,8,0,0,0,0,0,1,1,1,0,"No",0,0.91,0.86,0,"No","No","No","Yes","No","No" +3039078,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1438835,3,8,0,0,1,4,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1185498,1,2,0,15,35,43,6,10,37,37,1,"No",0,0.95,0.9,0,"No","No","No","Yes","No","Yes" +2070728,18,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3065098,11,8,0,0,0,0,0,0,0,0,1,"No",0,0.86,0.92,0,"Yes","No","No","Yes","No","No" +2888765,7,9,0,15,27,47,5,11,25,36,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1324866,24,9,10,0,0,0,0,2,15,22,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1848708,0,8,0,2,5,8,2,3,9,14,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1286865,246,NA,0,0,0,0,0,2,8,11,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2267066,8,4,0,0,0,0,0,2,6,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1949563,30,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.99,0,"Yes","No","Yes","Yes","No","No" +1913905,4,8,0,0,1,2,0,1,2,5,1,"No",0,0.88,0.89,0,"No","No","No","Yes","No","No" +2883921,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3096039,1,16,0,1,1,2,0,0,0,0,1,"No",0,0.31,0.4,0,"No","No","No","Yes","No","No" +1489475,2718,8,0,0,0,0,1,13,50,63,6,"No",0,-99,0,0,"Yes","No","Yes","Yes","No","No" +2124485,50,NA,0,0,0,0,40,117,214,352,102,"No",0,-99,-99,0,"No","No","No","No","No","No" +1967039,53,8,0,900,900,900,7,33,59,90,20,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1262565,8,8,0,0,0,0,0,0,1,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +2153694,-82,8,90,1305,2105,2705,319,895,1566,1856,137,"No",36,0.73,0.69,121,"No","No","No","Yes","No","Yes" +1467669,0,12,0,4,7,7,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3025521,335,2,86,461,888,1236,109,395,854,1319,170,"No",0,0.97,0.98,0,"No","No","Yes","Yes","No","No" +1297457,9933,12,0,0,0,0,4,7,19,27,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1968886,1476,2,18,0,0,0,65,234,539,848,107,"No",0,0.81,0.89,0,"No","No","No","Yes","No","No" +2298808,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","No" +1198177,176,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.77,0,"No","No","No","Yes","No","No" +1493707,0,12,0,17,26,35,2,12,23,37,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","Yes" +1275458,37,8,7,32,56,92,14,35,85,106,18,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1989000,31,2,36,30,108,173,17,59,115,139,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2877074,3,8,0,41,76,106,12,37,59,62,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","Yes" +1825545,14,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1551143,2582,NA,0,0,0,0,0,0,0,3,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1802403,2,2,0,15,25,35,6,11,26,34,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1520983,117,8,0,0,0,0,0,0,2,2,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +2126140,35,12,0,0,0,0,1,6,25,43,7,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2004196,11454,2,0,0,0,0,7,14,23,45,2106,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3156576,4,8,0,148,148,148,0,3,7,12,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2216231,0,2,0,12,12,18,0,4,4,4,0,"No",0,0.18,0.31,0,"Yes","No","Yes","Yes","No","No" +1800496,3,8,0,0,1,2,0,1,2,2,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2014991,10,8,0,7,7,14,2,9,10,16,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1374619,0,8,0,4,5,7,0,2,2,7,5,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","Yes" +1482356,3,2,0,2,4,4,0,0,0,0,0,"No",0,0.66,0.69,0,"Yes","No","No","Yes","No","Yes" +1241161,44,4,0,0,0,0,0,6,11,11,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1453438,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1204554,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2981323,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.92,0,"No","No","No","Yes","No","No" +1918387,194,9,69,135,327,519,72,237,497,726,48,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2904834,173,8,2,0,0,0,11,32,74,109,25,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2169951,46,52,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"Yes","No","No","No","No","No" +3227013,265,9,0,0,0,0,3,6,28,44,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1909420,9,8,0,0,0,0,1,1,3,5,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1334297,41,13,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.79,0,"No","No","No","Yes","No","No" +2143949,24,2,0,0,0,0,4,25,31,31,0,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1225946,4,15,0,15,36,46,5,18,30,46,7,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2060030,1,8,0,0,0,20,14,31,48,64,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +1301180,180,12,35,124,228,436,47,139,289,453,29,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1461783,276,8,82,306,514,696,79,258,474,815,238,"No",0,0.84,0.89,0,"No","No","No","Yes","No","No" +1988519,6,4,0,10,20,30,3,10,27,40,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1291705,846,12,773,1000,1000,1000,233,550,798,1632,86,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +3081125,119,2,0,0,0,0,0,0,0,1,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1957081,125,8,0,0,0,0,4,13,17,28,0,"No",0,0.58,0.6,0,"No","No","Yes","Yes","No","No" +1733077,1,2,0,3,5,8,2,2,9,13,0,"No",0,0.33,0.42,0,"No","No","No","Yes","No","Yes" +1116552,31,8,0,0,0,0,0,0,2,5,1,"No",0,0.92,0.79,0,"No","No","Yes","Yes","No","No" +2252275,273,8,0,0,0,0,4,16,28,32,4,"No",0,0.54,0.74,0,"No","No","Yes","Yes","No","No" +1732722,3,2,0,0,27,27,1,2,6,7,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1770860,0,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3091709,23,8,0,0,0,0,3,6,12,27,3,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1639917,13,2,0,0,0,0,0,0,0,2,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +2049977,71,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1998402,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1734226,12,12,0,8,18,28,2,10,37,55,0,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1790602,28,2,0,0,0,0,1,2,4,4,0,"No",0,0.68,0.64,0,"No","No","Yes","Yes","No","No" +1979981,287,12,0,0,0,0,0,0,0,2,2,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1355921,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"Yes","No","Yes","Yes","No","No" +1792600,60,8,7,35,89,107,14,30,69,113,40,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1735980,5,8,0,0,0,0,1,1,1,6,2,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1193564,299,2,13,628,628,628,63,83,84,84,68,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +2893836,40,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3007855,22,8,17,1443,2073,2838,305,774,1380,2054,208,"No",90,0.86,0.89,7,"No","No","No","Yes","No","Yes" +1908724,43,2,0,0,0,0,0,3,15,27,1,"No",0,0.83,0.91,0,"Yes","No","Yes","Yes","No","No" +3199236,19,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"No","No","Yes","Yes","No","No" +1511890,63,8,14,0,26,48,6,29,65,107,23,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2247823,5,12,0,0,0,0,1,2,3,3,0,"No",0,0.73,0.76,0,"No","No","Yes","Yes","No","No" +1410534,4,8,0,16,26,46,4,13,16,17,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +1278577,40,9,0,0,0,0,0,5,7,7,2,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2158517,2,12,0,3,5,7,1,3,9,11,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1452893,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1326480,0,9,0,8,8,8,0,1,5,5,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1254650,402,12,0,0,0,0,0,1,3,5,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3201642,1,2,0,132,228,336,14,46,62,65,0,"No",36,0.9,0.91,0,"Yes","No","No","Yes","No","Yes" +2027666,6,2,0,0,3,6,0,2,6,8,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +3234052,85,2,0,50,150,200,6,48,105,168,26,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1537032,26,8,0,0,0,0,0,1,1,1,2,"No",0,0.35,0.54,0,"No","No","No","Yes","No","No" +1646699,3,8,4,34,70,118,16,44,77,97,0,"No",0,0.07,0.07,0,"No","No","No","Yes","No","Yes" +1880746,5,8,0,7,12,17,2,11,23,30,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1379813,0,NA,0,0,1,1,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1855485,23,2,0,0,0,0,0,0,1,1,1,"No",0,0.81,0.44,0,"No","No","No","Yes","No","No" +1468390,5,8,0,200,250,350,23,90,202,342,78,"No",0,0.61,0.57,1,"No","No","Yes","Yes","No","Yes" +3254716,5,2,0,24,36,48,7,18,33,39,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2200699,1,3,0,1,2,3,1,2,2,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1247732,29,2,0,0,0,0,0,10,15,16,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +2962364,11,8,0,0,0,0,0,3,4,6,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +3070724,404,NA,19,0,0,0,84,281,590,958,116,"No",0,-99,-99,1,"No","No","No","No","No","No" +1468337,23,9,0,0,0,0,0,0,1,1,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1381941,0,2,0,192,336,480,20,49,50,50,47,"No",0,0.35,0.27,0,"No","No","Yes","Yes","No","Yes" +2290039,0,2,0,100,165,230,0,2,2,2,29,"No",0,0.73,0.69,0,"Yes","No","No","Yes","No","No" +1614635,115,2,57,249,535,845,61,158,158,158,42,"No",0,0.8,0.87,1,"No","No","No","Yes","No","No" +1842786,0,8,0,8,10,14,1,3,6,10,3,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +3279721,14,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2162183,5,9,0,0,0,0,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1747221,23,9,0,0,0,0,0,1,1,1,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1431705,0,8,0,2,2,2,0,0,2,2,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +1838874,2173,8,1984,5600,12200,19200,1280,4242,7810,11587,5360,"No",200,0.94,0.97,0,"No","No","No","Yes","No","No" +2063425,106,NA,0,0,0,0,9,18,42,54,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3215449,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.56,0,"No","No","No","Yes","No","No" +1916432,218,52,0,0,0,0,2,10,19,30,1,"No",0,0.86,0.88,0,"Yes","No","No","Yes","No","No" +1980346,0,3,0,281,441,441,0,0,1,1,62,"No",0,0.92,0.96,0,"No","No","No","Yes","No","Yes" +1158424,5,9,0,4,8,12,7,9,13,17,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1546161,36,6,0,4,4,4,2,13,29,59,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1606309,7,8,0,453,748,1042,71,303,645,964,67,"No",0,0.73,0.68,9,"No","No","No","Yes","No","Yes" +2103613,144,12,4,100,100,200,19,69,161,275,19,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1551659,326,52,0,0,0,0,2,2,2,5,7,"No",0,1,0.88,0,"Yes","No","Yes","Yes","No","No" +3044338,5,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1288038,93,NA,0,0,0,0,1,1,1,3,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1659980,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1140475,15,8,0,0,0,0,8,14,21,29,0,"No",0,0.98,0.89,0,"No","No","No","Yes","No","No" +2243239,44,9,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1210786,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +3073623,1,8,0,0,1,1,0,0,1,1,1,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3024097,32,8,0,0,0,0,1,2,7,15,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1991418,127,8,3,0,18,36,8,33,63,98,13,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1323621,38,8,7,13,31,53,5,21,40,90,13,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1464669,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1619373,10,2,0,0,0,0,0,1,10,12,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1571887,9,12,2,2,2,2,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3243283,108,8,1,15,42,112,15,43,110,162,25,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1365707,10,2,0,0,0,0,0,0,0,2,0,"No",0,0.41,0.56,0,"Yes","No","No","Yes","No","No" +2279610,0,4,0,7,7,7,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2041342,0,8,0,3,4,5,0,2,2,3,1,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2831905,13,14,0,0,0,6,0,4,7,11,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +3267017,548,2,0,0,0,0,2,2,2,3,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2129004,21,8,0,0,15,15,0,5,14,17,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2999227,42,2,5,18,48,72,11,31,60,92,15,"No",0,1,1,0,"No","No","No","Yes","No","No" +1268350,0,9,0,2,3,4,0,2,2,2,0,"No",0,0.69,0.68,0,"No","No","No","Yes","No","Yes" +1829127,8,8,0,0,0,0,0,0,3,3,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1455126,40,8,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1245199,184,52,0,0,0,0,2,6,16,26,1,"No",0,0,0,0,"Yes","No","Yes","No","No","No" +2123299,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2148673,6,2,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1770225,239,11,4,62,248,475,70,191,371,543,81,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1610165,10,8,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2901375,52,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2831350,4,3,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3129687,13,8,0,0,0,0,0,2,6,21,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +1554961,0,12,2,18,30,48,3,9,23,33,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1631343,228,8,20,168,252,420,36,144,304,504,51,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1849686,1,8,0,1,2,3,0,1,1,2,1,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2089892,17,2,0,0,0,0,0,0,2,2,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1745245,152,NA,0,0,0,0,0,0,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3170915,78,8,0,0,20,40,3,17,37,69,15,"No",0,0.33,0.32,0,"No","No","No","Yes","No","No" +3278774,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1931174,3,8,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1332625,4,8,2,10,18,26,3,9,16,25,0,"No",0,0.08,0.16,0,"No","No","No","Yes","No","No" +1339003,46,8,0,36,60,84,6,23,63,86,47,"No",0,0.76,0.88,0,"No","No","No","Yes","No","No" +2255316,1635,NA,0,0,98,735,1,3,10,12,422,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2968554,2,8,0,0,0,0,1,1,1,2,1,"No",0,0.87,0.88,0,"No","No","No","Yes","No","No" +1454358,15,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3229674,0,2,0,17,17,17,0,0,0,0,0,"No",0,0.68,0.85,0,"Yes","No","No","Yes","No","No" +2087204,3,9,0,2,2,2,0,0,0,0,0,"No",0,0.7,0.66,0,"Yes","No","No","Yes","No","No" +3052358,9,2,0,0,0,36,0,0,19,19,2,"No",0,0.89,0.89,0,"No","No","Yes","Yes","No","No" +1688732,0,8,0,4,5,7,1,3,3,4,3,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1700903,76,4,0,0,0,0,1,2,6,7,1,"No",0,0.68,0.57,0,"No","No","No","Yes","No","No" +3139710,1,12,0,1,2,2,0,1,1,1,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1210570,0,2,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +2832273,0,2,12,0,0,0,0,0,0,0,1,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +2130397,1156,8,0,0,0,0,0,2,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3040964,14,2,0,0,0,0,0,0,0,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1942061,0,2,0,20,30,40,0,0,0,0,0,"No",0,0.37,0.57,0,"Yes","No","Yes","Yes","No","No" +1909386,12,NA,0,11,22,33,1,9,19,28,5,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2244152,4,8,0,0,0,1,0,2,3,3,14,"No",0,0.56,0.69,0,"No","No","No","Yes","No","No" +2814458,2,9,0,0,0,1,0,0,1,1,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +2012009,65,8,0,701,701,701,5,15,31,49,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1775322,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +1709529,6,8,0,0,0,0,0,0,0,0,1,"No",0,0.76,0.77,0,"No","No","No","Yes","No","No" +3262375,0,8,0,49,49,49,7,63,63,63,1,"No",46,0.66,0.64,0,"No","No","Yes","No","No","No" +1681539,-4,8,0,15,19,20,1,7,12,24,0,"No",0,0.73,0.73,4,"No","No","No","Yes","No","Yes" +2080184,235,12,32,176,460,763,54,219,513,781,77,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1879050,77,8,4,370,505,595,51,197,350,545,111,"No",0,0.58,0.47,0,"No","No","No","Yes","No","Yes" +1852214,540,8,197,880,1180,1680,311,764,1284,1806,394,"No",0,0.73,0.49,0,"No","No","Yes","Yes","No","No" +1115472,195,12,0,0,0,0,0,0,0,3,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1149906,16,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.97,0,"No","No","No","Yes","No","No" +2816214,4,2,0,0,1,3,1,2,4,6,0,"No",0,0.78,0.71,0,"No","No","Yes","Yes","No","No" +3226753,9,4,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1324815,5,8,0,16,24,32,5,13,22,32,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1601242,2,8,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.56,0,"No","No","No","Yes","No","No" +3042259,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3218477,2,12,4,0,0,0,0,0,5,7,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1303967,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1644205,99,8,46,26,98,158,2,27,58,83,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1184763,102,8,8,611,851,1091,122,342,623,969,171,"No",48,0.67,0.61,0,"No","No","Yes","Yes","No","Yes" +3137476,15,8,0,0,0,0,0,1,1,1,0,"No",0,0.87,0.8,0,"Yes","No","No","Yes","No","No" +1476529,27,2,0,0,0,0,1,2,5,7,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1565320,10,8,0,22,34,50,4,22,48,69,2,"No",0,0.96,0.95,1,"No","No","No","Yes","No","Yes" +2230973,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1406704,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1270839,2013,8,0,125,237,355,0,0,0,4,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1256328,743,12,96,0,500,1500,217,776,1718,2505,151,"No",0,0.96,0.86,0,"No","No","Yes","Yes","No","No" +1608639,7,12,0,0,0,0,0,5,11,14,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2994142,5,12,0,127,127,164,26,90,146,183,16,"No",0,0.73,0.7,0,"No","No","Yes","Yes","No","No" +2200271,1,2,0,1,2,4,0,1,2,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1330725,5,2,0,0,10,10,0,0,2,5,1,"No",0,0.87,0.69,0,"Yes","No","No","Yes","No","No" +1328061,22,2,0,19,46,73,15,55,86,126,5,"No",0,0.29,0.43,0,"No","Yes","No","Yes","No","Yes" +1625524,105,2,0,0,0,0,0,0,9,11,0,"No",0,0.33,0.59,0,"No","No","No","Yes","No","No" +2311046,22,8,0,0,6,18,0,3,4,6,2,"No",0,0.99,0.96,0,"No","No","Yes","Yes","No","No" +1722274,135,NA,0,0,0,0,2,15,29,48,7,"No",0,-99,-99,0,"No","No","No","No","No","No" +2816398,29,2,0,0,0,0,0,0,9,13,1,"No",0,0.56,0.68,0,"Yes","No","No","Yes","No","No" +1287116,11,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +1291195,0,8,0,6,9,11,2,5,6,8,1,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +1449036,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1143471,568,8,69,519,519,1038,137,440,797,1165,189,"No",0,0.99,0.86,0,"No","No","No","Yes","No","No" +2277852,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2848607,3471,8,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +2135598,762,8,115,1000,2000,2500,352,898,1726,3123,376,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +2823682,3,12,0,3,7,9,1,4,6,11,0,"No",0,0.56,0.58,0,"No","No","No","Yes","No","No" +2808655,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +3191524,0,2,0,14,17,17,0,0,0,0,1,"No",0,0,0.05,0,"No","No","No","Yes","No","No" +3264192,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +2000955,12,4,33,0,0,8,0,32,35,37,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1804247,6,2,0,0,2,4,1,4,5,6,0,"No",0,0.13,0.09,0,"No","No","No","Yes","No","Yes" +1935378,5,5,0,0,0,0,3,3,3,3,0,"No",0,0.68,0.69,0,"Yes","No","No","Yes","No","No" +1968528,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"Yes","No","No","Yes","No","No" +2067578,31,8,0,0,0,0,0,0,1,3,2,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1124346,49,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"Yes","No","No","Yes","No","No" +1337172,8,8,0,306,306,450,18,596,884,1067,104,"No",0,0.99,0.95,23,"No","No","No","Yes","No","Yes" +3090520,10,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2113656,329,8,0,89,222,336,34,76,392,576,105,"No",0,0.29,0.19,0,"No","No","No","Yes","No","No" +2140172,150,2,0,0,0,0,0,0,0,2,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2082064,68,4,0,0,12,36,7,22,46,64,11,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2975973,42,8,2,0,8,24,3,19,38,73,11,"No",0,0.94,0.96,0,"No","No","No","Yes","No","No" +2979526,35,8,3,8,12,24,4,21,42,64,0,"No",4,0.57,0.67,0,"No","No","No","Yes","No","No" +3161482,43,8,0,0,0,0,4,7,10,13,2,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +2148299,0,9,0,0,0,0,26,44,45,45,4,"No",0,0.85,0.82,0,"No","No","No","Yes","No","Yes" +1665032,90,NA,0,0,0,0,6,12,21,32,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1300577,14,12,1,83,135,187,28,68,119,169,39,"No",0,0.21,0.27,0,"No","No","No","Yes","No","No" +1867533,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.75,0,"Yes","No","No","Yes","No","No" +2113013,17,8,0,0,0,9,7,14,45,70,1,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2234283,7,8,0,10,20,20,1,9,15,18,3,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1783723,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3252178,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1541520,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1155864,3,8,0,16,25,28,6,9,16,33,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2242295,2,8,0,2,2,2,0,0,0,0,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1202035,91,NA,0,0,0,0,0,4,13,23,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3022403,423,NA,2,0,0,0,8,16,39,71,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2938874,76,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1500462,2,8,0,0,0,0,0,0,1,2,0,"No",0,0.96,0.96,0,"Yes","No","No","Yes","No","No" +1859554,10,8,0,0,0,0,0,0,5,6,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" 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+2911378,13,2,0,0,0,0,0,0,1,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +3054668,19,8,6,12,32,48,2,15,32,60,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1121802,37,8,0,0,0,0,0,1,2,2,0,"No",0,0.93,0.78,0,"No","No","No","Yes","No","No" +1627595,23,0,0,374,549,549,27,92,166,242,37,"No",0,0,0,1,"No","No","Yes","Yes","No","Yes" +1869615,1,8,0,24,24,24,3,17,26,41,1,"No",12,0.5,0.35,0,"No","No","No","Yes","No","Yes" +1750297,5249,8,97,3905,7745,9665,1132,3440,7212,12034,865,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +1474550,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1976192,35,6,0,0,27,27,6,20,39,66,7,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1516918,3,8,1,3,3,3,1,4,6,7,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","Yes" +3054569,578,4,0,0,0,0,3,9,20,31,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3233307,2,8,0,1,1,1,0,0,1,1,0,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2086046,-118,NA,0,0,0,0,398,1202,2411,2673,203,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1426231,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +3064543,5,2,0,0,0,0,0,2,2,2,1,"No",0,1,0.75,0,"Yes","No","No","Yes","No","No" +1901224,15,8,0,0,0,0,0,0,0,1,3,"No",0,0.52,0.52,0,"No","No","No","Yes","No","No" +2299261,11,9,0,0,8,16,0,7,14,21,0,"No",0,0.58,0.44,0,"No","No","No","Yes","No","No" +2253376,5,8,0,0,0,0,0,0,0,0,2,"No",0,0.73,0.77,0,"No","No","Yes","Yes","No","No" +3071744,3,8,0,0,0,0,0,0,1,1,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +2139669,0,0,0,25,49,55,1,1,1,1,5,"No",0,-99,0,0,"No","No","No","No","No","Yes" +1821492,39,8,0,576,768,960,48,178,307,596,102,"No",192,0,0,15,"No","No","No","Yes","No","Yes" +1193063,36,8,4,0,0,0,0,1,4,9,9,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +2049356,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.68,0,"No","No","No","Yes","No","No" +2038585,60,NA,0,0,0,0,1,2,4,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2200433,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3117769,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1333747,9,2,0,120,160,245,26,78,159,188,13,"No",0,0.62,0.62,0,"No","No","Yes","Yes","No","Yes" +1561959,15,8,0,0,0,0,2,4,9,12,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3152923,8,4,0,0,0,0,3,6,10,20,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1189332,17,2,0,0,0,0,0,2,2,2,2,"No",0,0.75,0.9,0,"Yes","No","No","Yes","No","No" +1627678,4,2,0,4,4,4,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1835778,18,8,0,0,0,0,0,3,4,4,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","No" +3059400,89,8,0,0,0,0,0,0,1,1,1,"No",0,-99,0.42,0,"No","No","No","Yes","No","No" +3027570,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +2218844,85,8,7,0,42,84,15,45,77,117,26,"No",0,0.99,0.85,0,"No","No","No","Yes","No","No" +1192814,16,2,0,28,28,42,3,7,9,9,2,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1292845,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.77,0,"No","No","No","Yes","No","No" +3012155,549,8,10,277,554,554,87,285,657,1053,325,"No",0,1,1,0,"No","No","No","Yes","No","No" +2984653,43,8,0,0,0,0,1,4,4,5,2,"No",0,0.74,0.58,0,"No","No","No","Yes","No","No" +3199861,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1810445,4,2,0,3,4,4,3,4,4,4,1,"No",0,0.81,0.83,0,"Yes","No","No","Yes","No","Yes" +3051509,57,8,27,192,329,549,63,177,355,439,43,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +1857660,21,2,0,115,165,205,24,46,104,120,6,"No",10,0,0,0,"Yes","No","No","Yes","No","Yes" +1490238,35,8,0,0,0,0,3,5,9,16,0,"No",0,0.98,0.95,0,"Yes","No","No","Yes","No","No" +2898342,5,12,1,1,3,3,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2121677,0,2,0,7,12,12,0,0,0,0,0,"No",0,0.82,0.81,0,"Yes","No","Yes","Yes","No","No" +1147426,13,8,0,0,0,2,1,4,9,14,10,"No",0,0.84,0.9,0,"No","No","No","Yes","No","No" +1503067,6,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2101689,-1,NA,0,0,32,44,0,6,14,25,2,"No",0,-99,-99,1,"Yes","No","No","Yes","No","Yes" +1423578,42,8,0,0,0,0,0,1,4,5,0,"No",0,0.78,0.74,0,"Yes","No","No","Yes","No","No" +2270793,20,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1260144,31,8,0,148,227,331,49,130,245,334,50,"No",0,0.83,0.71,0,"No","No","No","Yes","No","Yes" +1374373,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2072172,172,2,0,0,0,0,0,1,2,2,1,"No",0,0.12,0.06,0,"No","No","No","Yes","No","No" +1898525,13,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1315515,10,2,0,5,20,30,5,18,45,62,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","Yes" +3167863,47,8,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +1465956,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3258318,-1,NA,0,7,11,13,0,2,4,5,0,"No",0,-99,-99,1,"No","No","No","Yes","No","No" +2113619,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1546644,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.08,0.12,0,"No","No","No","Yes","No","No" +1982055,13,12,5,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3167340,27,4,0,0,0,0,0,0,0,0,2,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1790304,18,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1395944,178,2,0,0,0,0,0,6,13,15,17,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +2157843,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2862673,9,9,5,14,22,30,5,11,18,23,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1417084,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.51,0.53,0,"No","No","Yes","Yes","No","Yes" +3172895,6,3,0,0,0,1,2,3,7,10,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1228382,6,NA,0,0,0,0,1,4,13,18,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1751553,86,2,0,60,120,210,23,76,129,202,34,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1159949,59,8,31,90,120,180,61,148,283,450,49,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +1589833,0,8,0,49,49,49,0,0,0,0,0,"No",0,0.76,0.77,0,"Yes","No","No","Yes","No","Yes" +3011619,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.84,0,"No","No","No","Yes","No","No" +2243543,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.48,0.36,0,"No","No","No","Yes","No","No" +3040102,4,8,0,169,215,284,33,86,149,187,35,"No",17,0.81,0.78,0,"No","No","No","Yes","No","Yes" +2283050,7,9,6,35,55,80,12,23,48,66,4,"No",3,0.7,0.66,0,"No","No","No","Yes","No","No" +1800786,30,8,0,0,0,0,0,7,16,20,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1550233,4,2,0,10,25,35,3,12,24,32,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +2287971,-130,8,0,1465,2312,3313,254,895,1768,2803,191,"No",0,0.22,0.17,138,"No","No","Yes","Yes","No","Yes" +1491638,20,2,0,0,0,0,1,2,23,30,1,"No",0,0,0,0,"No","No","No","Yes","No","No" +1891014,-1,4,0,50,76,102,19,44,89,117,0,"No",0,0.78,0.78,1,"No","No","No","Yes","No","Yes" +1344241,1,8,0,2,3,5,7,8,10,10,2,"No",0,0.86,0.81,0,"No","No","Yes","Yes","No","Yes" +1561184,15,12,0,0,0,0,0,3,5,12,0,"No",0,0.76,0.73,0,"No","No","No","Yes","No","No" +2026864,7,8,0,0,0,0,1,2,4,7,1,"No",0,-99,0.5,0,"No","No","No","Yes","No","No" +1187779,14,8,0,0,0,0,0,0,0,0,0,"No",0,0,0.09,0,"No","No","No","Yes","No","No" +1160459,18,4,0,0,0,0,1,5,9,20,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1295724,68,8,3,24,48,80,5,38,78,144,62,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +1466928,19,8,0,0,20,20,2,7,10,13,1,"No",0,0.81,0.67,0,"No","No","No","Yes","No","No" +3022503,523,8,0,0,0,0,36,124,270,448,60,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +1436005,1,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2288963,781,8,0,608,887,1301,179,484,903,1344,162,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +3072429,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2907225,5,8,0,153,153,153,1,2,8,10,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2210908,160,8,130,262,470,678,87,246,469,730,103,"No",0,0.62,0.52,0,"No","No","Yes","Yes","No","No" +1209508,1,2,0,3,5,7,1,1,6,7,0,"No",0,0.62,0.81,0,"No","No","No","Yes","No","Yes" +1117691,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1556336,246,8,0,0,109,292,35,157,435,612,67,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2252152,-1,8,0,15,15,15,1,6,30,35,8,"No",0,0.32,0.54,1,"No","No","No","Yes","No","Yes" +3108780,82,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1275080,0,2,0,15,15,15,10,22,31,40,0,"No",0,0.84,0.78,0,"No","No","No","Yes","No","Yes" +1377660,48,8,4,68,112,145,16,43,87,150,16,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1833271,7,2,0,13,20,27,5,11,33,38,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1243443,99,12,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +3271917,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1164889,2,2,0,3,4,4,0,2,2,2,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","No" +1767070,0,9,0,383,503,503,0,0,0,0,28,"No",146,0.91,0.77,0,"No","No","Yes","Yes","No","Yes" +1765285,6,8,0,3,3,3,0,0,7,9,1,"No",0,0.78,0.72,0,"No","No","No","Yes","No","No" +1952269,151,8,73,0,0,45,17,53,106,157,46,"No",0,0.87,0.81,0,"No","No","No","Yes","No","No" +2244211,4,2,0,2,2,2,0,1,1,1,0,"No",0,0.82,0.89,0,"Yes","No","Yes","Yes","No","No" +1390021,40,0,0,1219,1799,2420,221,656,1300,1963,265,"No",0,0,0,11,"No","No","No","No","No","Yes" +1120877,49,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1997256,13,12,5,0,0,0,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1285593,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.6,0.43,0,"No","No","No","Yes","No","No" +2051763,0,4,0,10,10,10,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1696544,0,8,0,3,4,5,1,3,4,4,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","Yes" +1265814,35,8,0,0,0,0,0,0,0,0,0,"No",0,0.72,0.75,0,"Yes","No","No","Yes","No","No" +1346836,4847,8,5100,14550,28980,44310,4797,16195,31951,49179,4354,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2050856,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +2910608,0,2,0,30,49,52,0,0,0,0,0,"No",0,0.87,0.91,0,"Yes","No","Yes","Yes","No","Yes" +1715646,0,8,0,2,2,2,0,0,1,1,0,"No",0,0.87,0.88,0,"Yes","No","Yes","Yes","No","Yes" +1636221,0,8,0,400,400,400,0,0,0,0,38,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +2307130,28,2,0,25,50,75,8,24,50,73,2,"No",0,0.85,0.77,0,"No","No","No","Yes","No","Yes" 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+2148865,4,8,0,0,0,0,0,0,1,3,1,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +1371948,1,2,0,20,20,20,2,3,3,3,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","Yes" +1407451,128,8,34,132,287,430,51,173,355,576,64,"No",0,1,1,0,"No","No","No","Yes","No","No" +2239548,0,2,0,50,50,50,8,22,43,51,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +2212300,0,9,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.66,0,"Yes","No","Yes","Yes","No","No" +1585264,100,2,0,0,0,0,4,12,22,30,2,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +3005194,0,2,0,5,7,9,3,5,12,16,0,"No",0,0.21,0.36,0,"No","No","No","Yes","No","Yes" +1828860,0,2,0,7,7,7,0,0,0,1,0,"No",0,0.1,0.13,0,"No","No","No","Yes","No","Yes" +1283221,9,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.83,0,"Yes","No","No","Yes","No","Yes" +1965169,4,8,0,0,0,0,0,0,3,4,2,"No",0,0.81,0.86,0,"No","No","No","Yes","No","No" +3028532,49,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.84,0,"No","No","No","Yes","No","No" +3012913,23,NA,0,0,0,0,4,9,19,29,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1297143,10,8,0,0,6,9,0,2,8,15,2,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +1625256,67,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +2289060,0,2,0,15,15,15,0,0,0,0,0,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +2142493,0,2,0,100,100,140,0,0,0,0,0,"No",40,0.22,0.27,0,"No","No","No","Yes","No","Yes" +1895720,8,2,0,0,0,0,1,1,1,1,215,"No",0,0.96,0.93,0,"No","No","Yes","Yes","No","Yes" +2082100,-182,8,0,391,431,533,43,154,340,472,101,"No",0,0.08,0.08,183,"Yes","No","No","Yes","No","Yes" +3052149,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"Yes","No","No","Yes","No","No" +1703383,16,8,0,4,15,26,3,6,19,73,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1189239,0,NA,0,23,39,51,7,15,18,18,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1145293,0,8,0,27,38,49,1,13,16,27,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","Yes" +1793207,0,2,0,5,15,15,0,0,0,0,1,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +1951457,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +2890985,93,12,0,0,0,0,3,8,12,21,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +1210183,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1825432,8,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1712615,9,16,0,0,0,0,0,0,0,0,0,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1354244,5,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1689283,40,2,5,0,0,0,3,12,28,32,1,"No",0,0.45,0.57,0,"Yes","No","No","Yes","No","No" +3087032,26,8,0,0,0,0,0,2,8,12,12,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +3260766,35,3,0,32,96,144,13,44,74,96,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1488330,4,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1561734,11,2,0,0,0,0,0,1,3,5,1,"No",0,0.94,0.92,0,"No","No","No","Yes","No","No" +3045596,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1355724,29,8,0,150,250,350,33,94,189,304,30,"No",50,0.61,0.57,0,"No","No","Yes","Yes","No","Yes" +3024987,0,2,0,5,6,6,0,0,0,0,0,"No",0,0.16,0.1,0,"No","No","Yes","Yes","No","No" +1307835,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2254309,8,9,7,7,21,28,6,20,34,42,6,"No",0,0.95,0.9,0,"No","No","No","Yes","No","Yes" +3042215,117,9,0,0,0,0,2,8,14,14,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1898024,6,9,0,0,0,0,0,1,3,3,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +3239525,106,2,19,108,209,260,24,88,146,218,51,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1167132,12,2,2,25,43,55,5,27,50,70,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1904262,314,8,0,420,420,420,0,0,0,0,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1869090,0,8,0,2,2,3,2,2,3,6,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","Yes" +1515399,90,8,0,0,0,0,0,11,24,54,3,"No",0,0.9,0.87,0,"No","No","No","Yes","No","No" +1125368,0,9,0,12,12,12,0,0,2,6,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2918086,112,2,23,60,120,180,13,42,106,176,22,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +1388861,0,2,0,13,17,17,0,0,0,0,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +1564464,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2085115,329,2,0,0,0,0,0,3,3,4,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2812472,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1919272,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3242990,1441,6,923,2678,5690,9125,790,3041,6318,9019,494,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +3253916,3615,8,0,0,0,0,0,0,0,0,1,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2814720,26,2,26,9,9,9,0,0,0,0,2,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1875302,0,12,0,204,204,204,0,0,0,0,0,"No",0,0.95,0.86,0,"Yes","No","Yes","Yes","No","Yes" +1573208,46,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1257645,-4,12,0,18,20,26,1,14,15,19,0,"No",0,0.82,0.79,4,"No","No","No","Yes","No","No" +2964445,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3091071,6,8,0,0,0,0,0,0,0,0,2,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +3207202,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +2893047,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1256312,69,8,0,0,0,0,0,1,1,5,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1626295,1412,13,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.82,0,"No","No","Yes","Yes","No","No" +1654265,422,52,0,0,0,0,6,19,41,60,3,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +3015796,2821,2,20,0,0,0,127,280,772,1183,212,"No",0,0.88,0.76,0,"No","No","No","Yes","No","No" +1879474,90,2,0,0,114,171,6,33,86,102,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3015409,2,8,0,0,0,0,0,0,0,0,2,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1421975,10,8,2,1,1,1,0,1,5,11,0,"No",1,0.56,0.46,0,"No","No","No","Yes","No","No" +1839149,4,8,0,34,49,55,7,17,31,50,6,"No",6,0.28,0.28,0,"No","No","No","Yes","No","Yes" +1114384,623,NA,0,0,0,0,6,13,23,59,47,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1426344,0,2,0,22,22,22,0,0,0,0,0,"No",0,0.92,0.9,0,"No","No","No","Yes","No","Yes" +3214280,3,8,0,7,7,11,1,4,8,10,0,"No",0,0.81,0.75,0,"No","No","No","Yes","No","No" +1180872,14,2,0,0,1,5,0,3,16,20,0,"No",0,0.18,0.37,0,"Yes","No","No","Yes","No","No" +3129161,155,8,6,0,0,240,9,30,88,141,19,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +1885595,1096,2,0,0,0,0,1,37,83,117,114,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1894258,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1747705,14,2,0,0,0,0,0,6,10,16,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1703033,2,9,0,2,4,4,3,4,6,7,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1112854,2,14,0,0,0,0,0,0,0,1,1,"No",0,0.3,0.38,0,"No","No","No","Yes","No","No" +1940151,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.35,0,"Yes","No","No","Yes","No","No" +2092985,-2,8,0,7,7,7,0,0,5,6,0,"No",0,0,0,2,"No","No","No","Yes","No","No" +1125559,1,8,0,4,5,6,2,4,6,9,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +2124541,19,8,0,7,12,17,2,6,18,34,0,"No",1,0.78,0.76,0,"No","No","No","Yes","No","No" +1745832,92,2,133,120,240,360,67,158,282,400,90,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2061643,57,4,0,1,1,1,10,12,12,16,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3098761,0,2,0,10,10,10,0,0,0,0,0,"No",0,0.84,0.82,0,"No","No","Yes","Yes","No","No" +1391446,2,8,0,8,12,16,6,11,17,21,2,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1744188,9,2,0,22,40,40,5,14,18,26,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1455422,0,NA,0,0,0,0,5,7,31,43,5,"No",0,-99,-99,0,"No","No","Yes","No","No","Yes" +2875834,216,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.87,0,"No","No","No","Yes","No","No" +2846630,11,8,0,0,0,0,0,0,1,1,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2877918,7,8,0,0,0,0,0,1,2,2,0,"No",0,0.67,0.42,0,"No","No","Yes","Yes","No","No" +2818691,8,8,0,0,0,3,1,3,7,13,39,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1180747,39,8,0,0,0,0,4,14,33,44,5,"No",0,0.98,0.89,0,"No","No","No","Yes","No","No" +2865741,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1400779,6,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","No" +1208857,0,4,3,4,4,4,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1419612,2,8,0,24,37,50,5,16,32,47,0,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1996932,10,2,0,0,0,0,0,2,2,2,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","No" +3210158,9,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2184878,669,8,0,0,0,0,20,49,119,222,22,"No",0,0.61,0.59,0,"No","No","No","Yes","No","No" +2854501,19,8,0,0,0,0,0,2,10,19,3,"No",0,0.94,0.74,0,"Yes","No","No","Yes","No","No" +2858744,166,9,0,0,0,0,1,3,3,4,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1176116,0,8,0,4,6,8,0,4,6,8,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1305510,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +3028333,52,2,0,0,0,0,1,7,43,60,11,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2160294,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1280539,154,NA,0,0,0,0,0,8,15,19,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2805355,3,2,0,10,10,10,0,0,0,0,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2149980,38,8,1,108,148,188,9,25,107,191,20,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" 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+2028804,57,9,0,20,60,100,6,29,51,82,32,"No",0,0.52,0.41,0,"No","No","No","Yes","No","No" +2182945,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.77,0,"No","No","Yes","Yes","No","No" +3232110,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3249871,39,8,0,0,0,0,1,1,1,3,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1983441,90,0,0,0,0,0,3,18,39,62,3,"No",0,0,0,0,"No","No","No","No","No","No" +2245797,43,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1619912,94,52,0,0,0,0,8,137,154,174,2,"No",0,1,0.85,0,"Yes","No","No","No","No","No" +1533738,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2177543,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2251687,3,8,0,0,1,3,0,1,3,6,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1924273,1,8,0,0,1,1,1,1,2,3,0,"No",0,0.86,0.81,0,"No","No","No","Yes","No","No" +1809658,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2974110,8,9,0,0,0,0,0,0,0,0,1,"No",0,0.54,0.48,0,"No","No","Yes","Yes","No","No" +1150745,160,8,0,100,200,400,27,123,269,440,56,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2204565,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.28,0.12,0,"No","No","No","Yes","No","No" +1148298,236,8,0,0,79,198,39,138,324,529,23,"No",0,0.71,0.45,0,"No","No","No","Yes","No","No" +1251494,1,2,0,34,34,34,10,18,22,28,0,"No",20,0,0,0,"Yes","No","No","Yes","No","Yes" +1770050,9,2,0,22,44,44,13,36,59,82,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2979365,2,52,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.9,0,"Yes","No","No","No","No","No" +1122631,10,2,0,8,16,24,4,14,27,35,2,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1407971,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1496515,2317,8,0,1254,1672,2926,304,948,3230,4397,2293,"No",0,0.92,0.94,30,"No","No","No","Yes","No","No" +1793171,21,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1647794,5,8,0,30,60,60,10,22,43,59,3,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1406755,0,NA,0,0,0,0,2,2,3,7,2,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1816307,34,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1164277,58,9,0,56,168,280,16,85,214,306,35,"No",0,0.37,0.54,0,"No","No","No","Yes","No","No" +2893433,94,8,0,0,0,0,0,1,1,1,0,"No",0,0.9,0.89,0,"No","No","No","Yes","No","No" +1354720,0,9,0,5,7,7,0,0,0,0,0,"No",1,0.68,0.66,0,"Yes","No","No","Yes","No","No" +2076676,29,16,1,20,20,20,4,8,19,26,12,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2041681,501,4,120,905,1517,2282,288,745,1254,1760,197,"No",0,1,1,0,"No","No","No","Yes","No","No" +1494875,1,8,1,7,8,10,3,6,12,21,0,"No",0,0.65,0.74,0,"No","No","No","Yes","No","Yes" +3028254,9,9,0,0,0,0,0,1,3,7,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1666818,406,2,136,1040,2160,3200,367,1136,2235,3458,142,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1638481,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1939885,327,8,0,0,0,0,0,2,4,4,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1177491,89,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2199965,16,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2105116,292,2,0,0,0,0,0,25,25,25,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3251763,2,4,2,1,3,4,0,2,3,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1480685,0,8,0,4,8,14,5,15,27,32,55,"No",0,0.67,0.69,0,"No","No","No","Yes","No","Yes" +1799657,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.96,0,"No","No","Yes","Yes","No","No" +1350496,4,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +1931036,112,8,0,0,0,0,4,11,30,58,14,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1608898,17,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.86,0,"Yes","No","No","Yes","No","No" +1181576,2,8,0,0,0,0,0,1,1,1,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2072244,0,8,0,21,33,48,4,14,18,22,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","Yes" +3026297,208,12,0,24,108,256,29,111,242,379,32,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +1533342,11,2,0,0,0,0,2,2,2,2,0,"No",0,0.43,0.23,0,"No","No","No","Yes","No","No" +2221219,12,4,2,0,0,0,0,0,0,0,1,"No",0,0.22,0.14,0,"Yes","No","No","Yes","No","No" +2050691,-3,16,0,13,28,28,1,7,13,19,2,"No",0,0.62,0.62,3,"Yes","No","Yes","Yes","No","Yes" +3074895,8,2,0,0,0,0,0,1,2,3,1,"No",0,0.81,0.78,0,"No","No","Yes","Yes","No","No" +1532318,12,12,0,21,21,42,2,10,21,23,10,"No",0,0.63,0.72,0,"No","No","Yes","Yes","No","No" +1939672,6,8,0,0,0,1,0,0,2,2,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2291349,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"Yes","No","No","Yes","No","No" +1123187,7,8,0,24,48,60,4,12,27,45,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3175393,12,8,0,0,6,12,5,12,14,17,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1599256,142,2,11,232,393,561,81,257,397,588,53,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1250103,73,8,5,418,706,994,57,205,472,727,60,"No",0,0.82,0.91,0,"No","No","No","Yes","No","No" +1535844,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3079049,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3200287,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","Yes","Yes","No","No" +3038088,2,4,0,8,8,16,4,10,18,22,1,"No",0,0.34,0.65,0,"No","No","No","Yes","No","Yes" +1216256,2,8,0,7,11,15,0,5,13,14,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +3042315,3550,8,340,0,25000,25000,592,1052,2701,5486,409,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3143382,3,8,0,1,3,5,0,1,1,5,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2923877,243,4,0,0,0,0,6,27,27,27,21,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1759479,5,8,0,177,277,405,47,136,255,378,56,"No",0,0.94,0.9,1,"No","No","No","Yes","No","No" +1114922,2353,2,1376,4200,9000,13800,1429,4683,9657,15308,1703,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1512774,11,12,0,0,0,0,1,1,1,1,2,"No",0,0.09,0.25,0,"No","No","No","Yes","No","No" +2002823,60,4,3,0,0,0,1,1,4,5,1,"No",0,0.73,0.78,0,"No","No","No","No","No","No" +1350205,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2025138,41,8,0,48,48,48,8,22,44,59,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1594301,8,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1409946,20,12,20,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1329888,0,8,0,7,7,7,0,1,4,4,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1396778,27,14,0,0,30,30,2,10,18,26,13,"No",0,0.44,0.38,0,"No","No","No","Yes","No","No" +1337766,5,8,0,0,0,7,0,0,6,8,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2954480,0,4,0,0,0,0,0,9,9,9,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +3145793,0,2,0,14,14,14,0,0,0,0,1,"No",0,0,0,0,"Yes","No","No","Yes","No","Yes" +3104701,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +3195759,26,8,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.91,0,"No","No","No","Yes","No","No" +2311125,101,8,0,0,0,0,0,0,9,29,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1241192,1,NA,0,0,0,0,1,5,12,22,3,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2138717,99,2,0,0,0,0,0,0,5,5,1,"No",0,0.87,0.71,0,"Yes","No","No","Yes","No","No" +2893663,4,8,0,1,1,1,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1406916,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1169924,11,6,0,19,19,38,2,10,24,38,2,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +2095413,50,4,0,75,145,180,10,111,128,158,25,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2910685,0,8,0,0,0,0,0,0,0,0,2,"No",0,0.23,0.19,0,"No","No","No","Yes","No","No" +1392582,0,2,0,44,44,68,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +1592279,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","Yes","Yes","No","No" +1779947,7,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2073503,1598,8,6,0,0,0,16,47,75,98,19,"No",0,0,0,0,"No","No","No","Yes","No","No" +1781991,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1937017,12,8,0,0,0,0,1,8,21,39,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1507704,0,8,0,12,12,12,4,4,4,8,3,"No",0,0.97,0.93,0,"No","No","No","Yes","No","Yes" +2208849,57,52,0,0,0,0,0,0,0,0,2,"No",0,0.98,0.98,0,"Yes","No","No","No","No","No" +2913723,169,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.95,0,"No","No","Yes","Yes","No","No" +2828319,4,8,0,0,0,0,0,0,0,0,1,"No",0,0.7,0.83,0,"Yes","No","No","Yes","No","No" +2012525,93,16,0,0,150,150,7,36,62,104,18,"No",0,0.96,0.94,0,"No","No","No","Yes","No","No" +2891762,278,8,51,329,629,949,73,260,628,993,158,"No",0,0.95,0.92,0,"No","No","No","Yes","No","No" +1830390,33,8,0,0,0,0,1,1,1,3,0,"No",0,0.92,0.94,0,"No","No","No","Yes","No","No" +3008953,5,9,0,0,0,2,0,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1327207,49,4,86,69,97,153,27,81,128,181,16,"No",0,0.77,0.8,1,"No","No","No","Yes","No","No" +1478063,8,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +3279767,201,4,40,0,120,240,52,155,315,412,47,"No",0,0.34,0.65,0,"No","No","No","Yes","No","No" +1132478,275,8,152,904,2065,3064,582,1556,3098,4330,169,"No",0,0.25,0.39,0,"No","No","No","Yes","No","Yes" +2945736,62,2,0,0,0,0,0,5,6,6,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +2193802,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2939983,5,2,0,0,0,0,0,4,7,7,0,"No",0,0.91,0.93,0,"Yes","No","No","Yes","No","No" +3110254,12,4,12,0,0,0,0,0,0,0,0,"No",0,0.22,0.21,0,"Yes","No","No","Yes","No","No" +2207509,3,9,0,2,5,7,0,2,4,7,0,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1241753,33,8,0,0,0,0,0,1,1,3,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2112953,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.1,0.12,0,"No","No","No","Yes","No","No" +1277792,0,8,0,115,195,195,0,0,0,0,20,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","Yes" +3047979,6,8,0,0,0,0,0,6,9,12,7,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +2229850,22,8,0,0,0,0,0,0,0,0,3,"No",0,-99,0.84,0,"No","No","No","Yes","No","No" +1169736,11,8,0,0,0,16,1,5,8,9,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1281727,103,8,0,0,0,0,5,18,38,58,29,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3173303,39,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1293966,3,4,0,10,15,20,5,6,20,27,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2844888,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1721895,207,12,21,28,148,148,10,76,308,441,107,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2296318,16,8,0,0,4,12,1,7,12,24,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1930173,0,12,0,23,23,23,0,10,13,14,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","Yes" +1659215,53,9,24,49,83,151,27,65,134,218,29,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2107326,36,8,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3112340,53,2,0,0,60,60,4,17,43,66,17,"No",0,0.83,0.91,0,"No","No","Yes","Yes","No","No" +2967817,134,4,0,0,0,0,2,6,13,16,1,"No",0,0.74,0.69,0,"No","No","No","Yes","No","No" +2215601,1,12,0,1,1,1,0,0,1,1,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +1167384,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.75,0,"No","No","No","Yes","No","No" +1204569,0,2,0,12,12,12,0,0,0,0,1,"No",0,0.79,0.78,0,"Yes","No","Yes","Yes","No","Yes" +1247167,0,8,0,5,13,21,0,1,12,17,4,"No",0,0.98,0.9,0,"No","No","No","Yes","No","Yes" +1307306,12,9,0,0,0,0,2,3,5,9,0,"No",0,0.94,0.91,0,"No","No","No","Yes","No","No" +1859023,3597,8,0,3200,7300,10300,0,0,1450,6250,0,"No",300,0.98,0.99,0,"No","No","No","Yes","No","No" +1998839,37,8,1,19,43,61,6,25,52,97,13,"No",0,0.9,0.82,0,"No","No","No","Yes","No","No" +2184072,1,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1593125,8,8,0,0,0,0,1,1,3,3,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1769765,6,8,0,0,0,0,0,0,2,2,2,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","No" +1687973,2108,2,0,0,0,0,16,28,106,106,7,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2082667,170,8,0,0,0,32,1,18,69,117,23,"No",0,0.87,0.89,0,"No","No","No","Yes","No","No" +2085193,9,2,0,0,0,0,0,0,1,1,0,"No",0,0.08,0.3,0,"No","No","No","Yes","No","No" +2040070,7,2,0,0,0,0,0,1,1,1,0,"No",0,0.51,0.47,0,"No","No","Yes","Yes","No","No" +2839690,11,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1401480,6,4,0,0,0,0,0,0,0,1,1,"No",0,0.24,0.14,0,"Yes","No","No","Yes","No","No" +2101562,2,8,0,11,11,11,1,3,4,6,1,"No",0,0.37,0.36,0,"No","No","No","Yes","No","No" +1237671,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1452958,20,8,0,200,200,400,0,0,0,0,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +1134681,43,2,0,13,39,39,0,10,34,44,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +1275360,-11,8,0,24,24,24,2,3,6,6,1,"No",0,0.43,0.46,11,"No","No","No","Yes","No","Yes" +2080177,1,2,0,0,0,0,3,3,3,3,0,"No",0,0.9,0.88,0,"Yes","No","No","Yes","No","Yes" +2017699,3,12,0,0,0,0,0,0,0,1,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1715689,6,0,0,3,9,17,2,6,11,12,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1273720,14,2,0,0,0,0,0,1,3,3,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3018291,125,2,0,0,0,0,0,0,5,10,1,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +1838683,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.69,0,"No","No","No","Yes","No","No" +1258607,7,NA,0,0,0,0,0,0,0,2,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1431043,22,4,0,55,88,88,2,4,10,13,1,"No",0,0.91,0.9,0,"Yes","No","No","Yes","No","No" +2804414,75,8,0,0,0,0,1,10,11,18,0,"No",0,0.76,0.84,0,"Yes","No","Yes","Yes","No","No" +2890159,36,12,75,75,75,150,15,44,98,133,21,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +3047989,1830,9,0,0,0,0,2,12,30,41,0,"No",0,0.85,0.82,0,"Yes","No","No","No","No","No" +1491776,0,2,4,4,10,16,3,7,10,16,0,"No",0,0.97,0.92,0,"No","No","Yes","Yes","No","No" +2204406,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1263290,86,8,0,0,0,0,5,26,53,89,6,"No",0,0.97,0.91,0,"Yes","No","No","Yes","No","No" +1687913,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1158734,158,12,0,0,0,0,5,11,31,48,4,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2114903,421,12,806,200,800,1400,141,619,1378,2199,233,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +3068069,12,8,0,10,10,20,5,10,19,29,0,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +1782762,0,12,0,6,12,12,1,3,7,8,0,"No",0,0.44,0.38,0,"No","No","No","Yes","No","Yes" +1750411,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1992245,69,8,0,0,0,0,0,0,0,0,19,"No",0,0.77,0.82,0,"No","No","No","Yes","No","No" +2302849,0,8,0,12,12,18,3,7,13,22,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","Yes" +1307646,0,2,0,3,3,3,0,0,0,0,1,"No",0,0.9,0.94,0,"Yes","No","Yes","Yes","No","No" +1285262,23,8,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.76,0,"Yes","No","No","Yes","No","No" +1212742,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +1344564,214,9,3,90,240,421,50,184,433,664,80,"No",0,0.5,0.39,0,"No","No","No","Yes","No","No" +3154630,20,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.93,0,"No","No","No","Yes","No","No" +3233720,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2825348,31,16,0,0,24,24,3,13,30,48,8,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1873027,0,5,0,14,23,25,0,0,0,0,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1405601,13,8,0,0,2,8,3,7,20,28,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2031054,1031,4,0,0,0,0,6,11,19,38,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1684858,3615,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1734812,5,12,0,2,4,7,1,4,6,9,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1323320,0,2,0,12,12,15,0,5,9,9,1,"No",0,0.66,0.72,0,"Yes","No","Yes","Yes","No","Yes" +1802949,0,2,0,65,65,65,0,0,0,0,0,"No",0,0.98,0.94,0,"Yes","No","No","Yes","No","Yes" +1988602,6,8,0,1,4,8,0,2,7,9,0,"No",0,0.32,0.27,0,"No","No","No","Yes","No","No" +2994518,0,2,0,10,10,10,1,3,6,7,0,"No",0,0.91,0.95,0,"No","No","No","Yes","No","Yes" +3100361,204,8,110,66,198,330,94,123,135,172,134,"No",0,0.36,0.44,0,"No","No","Yes","Yes","No","No" +2147160,2,11,0,31,47,64,10,26,36,45,3,"No",0,0.85,0.77,0,"No","No","No","Yes","No","Yes" +3107417,19,2,0,0,15,30,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1725698,5,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2855528,322,2,60,770,1445,2225,230,718,1243,1683,184,"No",0,0.98,0.98,1,"No","No","No","Yes","No","No" +2019593,0,2,0,120000,144444,179999,0,0,0,0,0,"Yes",0,1,1,0,"No","No","No","Yes","No","Yes" +1257040,5725,8,1350,19340,37190,56240,0,0,0,0,0,"No",0,0.82,0.71,0,"No","No","No","Yes","No","No" +3080475,199,8,0,0,0,0,7,15,20,33,3,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +3124351,0,4,2,2,4,5,1,7,15,26,2,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1302818,93,8,0,0,0,0,1,3,6,15,1,"No",0,0.77,0.57,0,"No","No","No","Yes","No","No" +2280336,13,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3244021,66,NA,0,0,0,0,1,37,94,121,10,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1447877,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.86,0,"No","No","No","Yes","No","No" +1514063,2,2,0,0,0,0,0,0,1,2,0,"No",0,1,0.83,0,"No","No","No","Yes","No","Yes" +2986675,19,8,0,0,8,14,4,12,31,59,0,"No",0,0.9,0.89,0,"No","No","Yes","Yes","No","No" +1359262,2714,8,6,0,0,0,14,29,51,86,35,"No",0,0.62,0.63,0,"No","No","No","No","No","No" +1718744,21,9,0,0,0,0,0,0,0,0,2,"No",0,0.87,0.72,0,"Yes","No","No","Yes","No","No" +1958242,0,2,96,48,192,192,0,0,0,0,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2810748,4,8,0,0,0,0,0,0,0,2,1,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +1294485,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1362556,97,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2917742,500,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.75,0,"No","No","No","Yes","No","No" +2161335,0,2,0,5,5,5,0,2,2,2,1,"No",0,0.76,0.72,0,"Yes","No","Yes","Yes","No","No" +3039158,8,NA,0,0,0,0,0,0,0,1,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2907963,33770,52,0,0,0,0,0,0,0,201,5,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +2823611,156,8,13,0,0,40,9,49,114,201,15,"No",0,0.8,0.86,0,"No","No","No","Yes","No","No" +1461793,8,8,0,0,0,0,1,5,9,11,1,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +3253439,0,8,0,53,66,66,0,0,0,0,0,"No",0,0.47,0.31,0,"No","No","No","Yes","No","Yes" +1396295,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1550200,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2941292,0,12,0,8,12,18,0,5,8,13,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","Yes" +1721727,5,9,0,10,14,18,8,10,15,15,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +2848491,9,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1722883,126,8,34,145,253,361,37,125,249,395,54,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2294525,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1134476,249,NA,0,0,0,0,1,9,17,23,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1504206,93,NA,0,0,0,0,0,1,1,1,1,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1257702,17,8,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +3159817,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1408014,97,4,0,0,0,0,6,13,40,88,29,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1617380,3,8,1,3,6,9,3,3,8,15,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +2815148,14,8,0,0,0,0,0,0,7,8,0,"No",0,0.96,0.98,0,"No","No","No","Yes","No","No" +1242807,3,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +2242653,4,2,0,2,6,10,2,11,21,23,1,"No",0,0.89,0.82,0,"No","No","No","Yes","No","Yes" +2023562,21,9,5,0,0,0,2,11,18,27,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1974101,0,4,0,6,6,6,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","Yes","Yes","No","Yes" +2824835,8,2,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.53,0,"No","No","No","Yes","No","No" +3086132,415,8,0,0,0,0,0,2,5,5,0,"No",0,0.5,0.46,0,"No","No","No","Yes","No","No" +3158067,11,9,5,10,10,15,3,5,8,21,0,"No",0,0.95,0.89,0,"No","No","No","Yes","No","No" +1393955,813,3,591,1904,3920,5600,519,1372,2566,3865,344,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2104054,9,2,0,0,0,0,0,0,0,2,0,"No",0,0.46,0.22,0,"Yes","No","Yes","Yes","No","No" +1798173,0,8,0,1750,1750,1750,0,0,0,0,85,"No",0,0.41,0.47,0,"Yes","No","No","Yes","No","Yes" +3203908,500,12,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1591087,29,8,0,0,0,0,0,2,8,15,4,"No",0,0.95,0.94,0,"Yes","No","No","Yes","No","No" +3238737,3,NA,0,0,0,0,1,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2000062,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +1689662,2,2,0,0,0,0,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","No","Yes","No","No" +1717845,0,9,0,2,2,3,0,1,2,2,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2984099,10,8,0,0,0,0,0,3,8,8,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1349293,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +3209405,32,NA,0,0,0,0,0,0,2,2,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3209579,62,12,14,180,344,504,51,137,305,459,15,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +3187248,43,2,0,0,0,40,7,13,29,42,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1342185,29,8,1,291,291,291,23,486,516,542,129,"No",0,0.12,0.65,0,"No","No","No","Yes","No","Yes" +1290844,2,4,0,0,1,1,0,1,1,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1436692,139,9,0,0,0,0,15,41,68,90,4,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1232173,0,8,0,8,16,28,5,21,28,36,2,"No",0,0.74,0.7,0,"No","No","Yes","Yes","No","Yes" +2888385,15,8,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.84,0,"No","No","No","Yes","No","No" +1200010,85,8,83,91,231,371,34,115,260,367,54,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1359120,-2,12,0,20,20,20,1,4,11,26,50,"No",0,0.74,0.74,2,"No","No","No","Yes","No","Yes" +2035466,59,8,11,13,13,37,2,26,54,91,21,"No",0,0.7,0.65,0,"No","No","Yes","Yes","No","No" +3175904,2,8,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.79,0,"No","No","No","Yes","No","No" +1771712,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2049771,11,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1466094,2939,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +2281117,0,8,0,13,21,29,5,12,18,25,0,"No",0,0.37,0.36,0,"No","No","No","Yes","No","Yes" +2173154,35,8,0,0,0,0,1,3,7,9,1,"No",0,0.95,0.95,0,"Yes","No","No","No","No","No" +1202074,172,8,74,144,324,540,84,271,579,800,71,"No",0,0.67,0.62,0,"No","No","No","Yes","No","No" +1134390,0,2,4,12,28,40,6,15,23,31,0,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1462911,33,NA,0,0,0,0,0,0,7,11,2,"No",0,-99,-99,0,"No","No","No","No","No","No" +1819200,6,2,0,0,3,9,2,5,8,13,0,"No",0,0.86,0.77,0,"No","No","No","Yes","No","Yes" +3021023,78,2,37,180,336,519,99,273,436,633,82,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3005417,218,8,39,124,290,414,50,184,413,685,67,"No",0,0.69,0.67,0,"No","No","No","Yes","No","No" +3009147,48,8,12,64,104,148,3,43,81,121,30,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2855994,1140,8,0,0,0,0,46,239,527,889,78,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1389071,180,4,0,0,0,0,2,54,105,167,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2211545,5,8,0,32,47,62,3,14,27,53,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +3151256,4,2,0,0,0,0,0,0,0,1,0,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1317338,2,8,0,34,52,70,9,24,44,69,2,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +3282718,1,9,0,0,1,1,1,1,1,5,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2226393,5,8,0,0,0,0,0,0,0,0,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +2176687,-36,2,0,400,560,560,97,394,646,933,91,"No",0,0.06,0.02,59,"No","No","No","Yes","No","Yes" +2235718,12,8,0,0,0,0,1,2,9,11,1,"No",0,0.73,0.77,0,"No","No","No","Yes","No","No" +1902377,0,8,0,1,1,1,1,1,1,2,1,"No",0,0.96,0.97,0,"No","No","Yes","Yes","No","Yes" +1680685,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2851078,1618,8,0,0,0,0,7,25,36,50,23,"No",0,-99,1,0,"No","No","No","Yes","No","No" +1339609,7,2,0,0,0,0,0,1,1,1,0,"No",0,0.85,0.87,0,"No","No","No","Yes","No","No" +2072773,0,2,0,33,71,105,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1477878,7970,8,90,15500,31000,31000,2380,8192,17199,28732,2773,"No",0,0.99,0.78,0,"No","No","Yes","Yes","No","No" +1321772,1475,8,530,2959,5383,7403,2078,4686,7757,10427,758,"No",0,0.97,0.98,64,"No","No","No","Yes","No","No" +1642762,0,12,0,24,24,25,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1296690,42,8,63,1,25,73,10,36,88,153,13,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1692495,244,8,63,130,370,540,74,215,460,804,59,"No",0,0.71,0.66,0,"No","No","No","Yes","No","No" +1138500,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3125735,7,NA,0,0,0,0,0,2,2,4,10,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2236577,21,8,0,0,0,0,1,1,5,7,2,"No",0,0.68,0.73,0,"Yes","No","No","Yes","No","No" +1311657,61,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"No","No","No","Yes","No","No" +3110281,48,8,2,54,84,114,14,44,101,166,17,"No",0,0.9,0.92,0,"No","No","No","Yes","No","No" +2256277,12,8,0,0,0,0,0,1,2,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2964226,8,9,0,0,0,0,0,0,0,1,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1972728,153,8,22,78,156,234,37,88,211,319,45,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +2268058,163,NA,3,0,0,0,21,79,234,276,29,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +3119581,3,8,0,38,57,76,19,39,47,69,3,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1620885,4,12,9,2,5,10,4,10,21,29,0,"No",0,0.66,0.78,0,"No","No","No","Yes","No","No" +1824972,12,2,0,0,0,0,1,1,1,1,0,"No",0,0.38,0.4,0,"No","No","No","Yes","No","No" +2078175,26,8,0,2,22,40,4,20,38,63,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1193956,88,8,1,0,60,90,25,57,110,140,30,"No",0,0.94,0.95,0,"No","No","No","Yes","No","No" +1253847,23,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1261683,-15,3,0,34,38,44,5,16,27,28,0,"No",5,0.89,0.9,15,"No","No","No","Yes","No","Yes" +2911702,41,4,0,0,0,0,0,2,4,6,1,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3036485,6,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1422658,-2,8,23,113,125,137,38,46,67,79,1,"No",0,0.38,0.38,2,"No","No","No","Yes","No","No" +1933213,2,8,0,200,320,440,13,68,207,333,61,"No",40,0,0,1,"No","No","No","No","No","Yes" +1463930,0,2,0,2423,3963,4249,0,0,0,0,205,"No",0,0.95,0.96,0,"Yes","No","Yes","Yes","No","No" +3106198,4,8,0,5,5,10,0,3,3,7,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1784397,243,NA,75,0,0,0,55,199,438,693,100,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2255482,5,52,0,0,0,0,2,4,14,20,2,"No",0,0.96,0.92,0,"Yes","No","No","Yes","No","No" +1342572,9,8,0,0,0,0,0,0,1,2,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +1903531,1005,8,1081,1028,1383,1848,288,990,1999,3700,52,"No",0,0,0,0,"No","No","No","Yes","No","No" +1959857,68,4,43,86,146,226,36,95,195,266,39,"No",0,0.81,0.9,0,"No","No","No","Yes","No","No" +1723978,1,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1572380,12,8,0,0,0,0,0,0,5,8,1,"No",0,0.76,0.78,0,"No","No","Yes","Yes","No","No" +2916137,4,8,0,1,3,6,0,4,6,6,0,"No",0,0.73,0.87,0,"No","No","Yes","Yes","No","No" +1277556,4,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1433551,452,8,14,314,574,1094,0,0,0,0,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3085608,286,8,0,0,0,0,1,2,3,3,1,"No",0,0.81,0.78,0,"No","No","Yes","Yes","No","No" +2957468,4,9,0,0,0,0,0,0,0,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1681327,54,13,0,0,0,0,1,3,4,6,2,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2313531,5,10,0,6,12,18,1,5,7,12,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2814818,65,9,16,21,39,57,14,38,73,112,13,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2211479,6,8,0,0,0,0,0,0,1,2,1,"No",0,0.74,0.59,0,"No","No","No","Yes","No","Yes" +1320849,10,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.69,0,"No","No","Yes","Yes","No","No" +2011780,1,16,0,1,1,1,0,0,1,1,1,"No",0,0.38,0.44,0,"No","No","No","Yes","No","No" +1161389,1,8,0,0,0,0,0,1,5,9,2,"No",0,0.85,0.52,0,"No","No","No","Yes","No","No" +2089631,54,52,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.91,0,"Yes","No","No","Yes","No","No" +1593138,11,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1357012,8,4,0,0,0,0,0,2,4,7,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1643274,382,NA,1,0,0,0,0,2,157,170,19,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +1357168,20211,4,30,0,0,0,131,340,491,820,170,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2233488,14,8,0,0,0,0,0,2,2,3,22,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1423278,1375,8,0,0,450,900,181,594,1276,2192,165,"No",0,1,1,0,"No","No","No","Yes","No","No" +1797465,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2210830,4,2,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +1229053,0,12,0,5,8,9,0,0,0,0,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +2932798,25,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2299852,10,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","Yes","No","No","No" +3178674,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1387973,5924,8,0,0,0,0,51,87,164,361,36,"No",0,1,1,0,"No","No","No","Yes","No","No" +2945845,17,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2304012,9,2,0,0,56,56,0,3,7,7,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2942913,153,14,1,62,109,156,16,75,189,282,34,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1893158,8,2,0,0,0,0,1,1,1,1,0,"No",0,0.97,0.95,0,"Yes","No","No","Yes","No","No" +1748491,15,4,0,0,8,12,1,10,16,23,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1296671,33,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.83,0,"No","No","No","Yes","No","No" +3185614,619,NA,0,0,0,0,3,10,20,34,47,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1854192,46,8,0,0,0,0,0,0,0,1,2,"No",0,0.44,0.23,0,"No","No","Yes","Yes","No","No" +1626067,5,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1703932,43,8,0,0,0,0,0,0,0,1,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1801361,13,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3181501,3,9,0,20,36,48,4,18,39,56,3,"No",0,0.7,0.66,0,"No","No","No","Yes","No","Yes" +1466152,239,4,0,0,0,0,37,134,267,474,15,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2174706,10,9,0,10,16,16,2,5,14,18,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2976374,196,8,0,0,0,0,13,22,82,109,3,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1580269,415,2,152,756,1512,2160,332,759,1387,2112,192,"No",0,0.83,0.9,0,"No","No","No","Yes","No","No" +3012683,0,2,0,1,1,1,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +1873786,22,2,0,0,28,42,2,3,15,21,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2247000,15,8,0,0,0,0,0,1,2,3,0,"No",0,0.79,0.67,0,"No","No","No","Yes","No","No" +1874012,22,3,0,0,0,0,2,2,17,19,1,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1515242,10,12,6,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3059376,46,NA,0,0,0,0,4,16,40,61,13,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1723206,3,8,0,6,8,10,1,3,4,5,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +2143136,143,8,0,1016,1448,1772,235,648,1127,1844,557,"No",200,0.1,0.1,2,"No","No","Yes","Yes","No","Yes" +2902634,1,9,0,0,1,1,0,1,1,1,1,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +2062954,7,8,0,0,0,0,0,0,0,3,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1758657,247,8,0,0,0,0,5,17,29,95,9,"No",0,0.17,0.33,0,"No","No","Yes","Yes","No","No" +1753774,21,8,0,0,0,0,0,0,0,0,1,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1626941,10,8,0,4,15,22,5,10,24,35,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +1172573,0,2,0,10,10,10,0,4,5,5,0,"No",0,0.56,0.56,0,"Yes","No","Yes","Yes","No","Yes" +1761742,20,12,15,15,15,15,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1914343,9,8,0,32,48,48,6,27,39,59,3,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +2244798,384,8,0,245,564,879,56,205,527,749,202,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +1186848,11,12,0,0,0,0,0,2,6,11,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1140597,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +1287535,25,52,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"Yes","No","No","Yes","No","No" +1824881,1219,8,0,0,0,0,0,0,0,0,2,"No",0,0.08,0.58,0,"No","No","No","Yes","No","No" +1947613,4,2,0,7,7,7,0,0,0,0,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +3088273,15,2,0,0,0,0,2,4,5,5,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1964738,6,8,0,7,7,21,5,8,17,18,2,"No",0,0.74,0.84,0,"No","No","No","Yes","No","Yes" +2289598,8,12,0,0,0,0,0,0,0,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2203203,83,9,102,70,160,214,19,79,167,250,17,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2097400,8,4,0,0,0,0,0,0,0,4,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2198499,142,8,0,0,0,0,3,6,9,11,2,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1811398,5,2,31,5,33,47,6,13,26,29,0,"No",0,0.95,0.96,0,"Yes","No","No","Yes","No","No" +1901374,148,12,0,0,0,0,0,0,1,1,0,"No",0,0.98,0.99,0,"No","No","Yes","Yes","No","No" +1153192,24,9,0,0,0,0,0,0,1,1,1,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +2994393,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3003878,1433,8,0,0,0,0,0,0,0,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1427997,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +1424051,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1235971,109,8,31,177,305,401,49,161,325,504,42,"No",0,0.9,0.88,0,"No","No","No","Yes","No","No" +1801121,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1608597,8,8,0,0,0,0,0,1,2,2,0,"No",0,0.79,0.84,0,"No","No","No","Yes","No","No" +2870479,7,NA,0,0,0,0,0,0,3,6,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3033502,0,8,0,4,6,8,0,3,3,5,6,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1144415,4,9,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.83,0,"Yes","No","No","Yes","No","No" +3026276,45,8,0,30,60,90,9,26,52,91,16,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2055671,11,52,0,0,0,0,0,0,2,3,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +2173935,8,3,0,0,0,0,0,1,2,2,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2858502,36,14,0,0,0,0,1,3,4,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1722786,0,2,0,21,33,35,0,0,0,0,0,"No",13,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1841038,1,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2253296,6,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1439048,2,8,0,2,2,2,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1567769,11,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.95,0,"Yes","No","No","Yes","No","No" +3059784,105,2,2,51,119,187,17,49,89,174,19,"No",0,1,0.75,0,"No","No","No","Yes","No","No" +2039246,8,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1271604,33,9,0,0,0,0,0,2,2,3,3,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1974257,7,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1547426,7,8,0,66,66,66,10,38,65,86,13,"No",0,0.37,0.54,1,"No","No","No","Yes","No","Yes" +1826808,8,9,0,8,21,32,7,27,42,53,2,"No",1,0.68,0.66,0,"No","No","No","Yes","No","Yes" +2944331,75,12,0,0,0,0,3,8,34,57,2,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +1548995,105,9,36,63,119,173,21,76,158,247,19,"No",0,0.86,0.84,0,"Yes","No","Yes","Yes","No","No" +1723868,960,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2022317,34,8,2,14,20,20,5,18,24,41,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1512863,31,8,2,20,50,90,1,13,50,74,25,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +1951953,226,4,0,0,94,188,18,90,261,408,40,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1445159,160,4,0,0,0,0,17,45,88,145,6,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3108428,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1914028,0,8,0,1,1,1,0,0,0,1,0,"No",0,0.62,0.62,0,"No","No","No","Yes","No","Yes" +2117096,84,8,0,0,0,0,0,13,31,37,2,"No",0,0.88,0.92,0,"Yes","No","No","No","No","No" +1269402,11,NA,0,31,31,31,8,26,46,91,22,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1270292,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","Yes" +3192146,0,2,0,4,4,4,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +1272151,17,9,93,0,0,0,0,0,0,0,0,"No",0,0.91,0.74,0,"No","No","No","Yes","No","No" +2070551,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3253392,2,12,0,7,7,7,2,5,6,6,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2930227,547,NA,0,0,0,0,3,7,15,23,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1458497,56,4,6,0,0,3,9,17,47,77,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3186654,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3264159,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","No","No","No" +3079948,671,12,67,540,1495,2530,262,968,2226,3477,164,"No",0,0.93,0.74,0,"No","No","No","Yes","No","No" +1323552,34,3,0,0,0,0,0,0,0,10,1,"No",0,0.94,0.94,0,"Yes","No","No","Yes","No","No" +3201416,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1851948,428,NA,0,0,0,0,2,23,56,97,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3190822,658,2,64,876,1662,2466,400,995,2054,2978,317,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +3028686,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +2911717,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1441208,0,2,0,75,96,96,0,0,0,0,0,"No",70,0.24,0.31,0,"Yes","No","Yes","Yes","No","Yes" +3001276,224,4,80,592,1064,1576,221,632,1147,1693,182,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1349247,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.44,0.43,0,"Yes","No","No","Yes","No","No" +1756052,40,8,7,20,35,65,11,34,63,89,36,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1741692,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1884170,173,52,0,0,0,0,0,2,3,9,1,"No",0,0.95,0.87,0,"Yes","No","No","Yes","No","No" +2846551,0,2,0,10,10,10,1,1,1,1,0,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","Yes" +1564782,78,8,84,200,400,575,57,147,286,529,78,"No",0,0.7,0.65,0,"No","No","Yes","Yes","No","No" +1921491,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1879674,80,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.95,0,"Yes","No","No","Yes","No","No" +1533662,3,2,1,15,30,45,7,15,23,23,0,"No",5,0.97,0.98,0,"No","No","No","Yes","No","Yes" +1446150,1,8,0,2,4,6,1,3,3,6,0,"No",0,0.81,0.9,0,"No","No","Yes","Yes","No","No" +1331529,0,2,0,4334,7232,7358,8,8,8,8,282,"No",0,0.89,0.88,1,"No","No","No","Yes","No","Yes" +2882927,108,2,0,200,200,200,26,99,169,250,44,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +2099644,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +1580255,475,8,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +2851463,95,NA,0,0,0,0,0,0,3,4,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1212166,17,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1956356,2,2,0,4,6,10,3,5,7,9,0,"No",0,0.91,0.93,0,"No","No","No","Yes","No","Yes" +2204547,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1603020,16,2,0,16,32,64,5,15,28,50,0,"No",0,0.98,0.83,0,"No","No","No","Yes","No","No" +1389965,3,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +2287871,12,9,0,0,0,0,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +3128083,22,2,0,0,0,0,0,0,0,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1342183,20,12,0,4,4,4,3,8,12,20,2,"No",0,0.74,0.72,0,"No","No","No","Yes","No","Yes" +1137590,374,12,0,0,0,0,0,1,2,2,2,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3260691,0,8,0,86,129,172,15,43,92,148,8,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +1269456,1,2,1,1,2,3,1,2,4,5,0,"No",0,1,0.93,0,"No","No","Yes","Yes","No","Yes" +1918637,26,8,0,0,0,11,3,12,19,33,12,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2309788,4,2,0,16,32,48,9,20,42,61,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1391564,10,8,0,15,39,51,4,14,34,54,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","No" +1453620,2,9,0,0,0,0,0,0,0,1,2,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1345992,1,8,0,30,30,30,1,12,33,41,7,"No",0,0.48,0.39,0,"No","No","Yes","Yes","No","Yes" +1846095,3,4,0,6,12,17,1,2,2,2,1,"No",0,0.75,0.81,0,"Yes","No","No","Yes","No","Yes" +1265706,2,8,0,2,4,5,0,2,2,6,0,"No",0,0.79,0.89,0,"No","No","Yes","Yes","No","Yes" +1150260,3,4,0,75,100,150,33,64,86,109,25,"No",0,0.82,0.87,0,"No","No","No","Yes","No","Yes" +1592232,5,8,0,0,0,0,0,1,1,2,0,"No",0,0.85,0.78,0,"No","No","No","Yes","No","No" +3238274,6,2,0,45,45,45,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +2826084,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1463843,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"Yes","No","Yes","Yes","No","Yes" +1292571,0,2,0,5,8,8,0,1,1,1,1,"No",0,0.62,0.69,0,"Yes","No","Yes","Yes","No","Yes" +1620859,14,8,0,2,2,8,1,4,12,27,1,"No",0,0.86,0.9,0,"No","No","No","Yes","No","No" +1584568,37,8,0,0,0,0,1,7,18,28,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1979120,2,8,0,15,22,36,0,5,13,18,0,"No",1,0.17,0.33,0,"No","No","No","Yes","No","Yes" +1203879,5,8,1,3,7,9,6,10,16,25,2,"No",0,0.92,0.93,0,"No","No","No","Yes","No","Yes" +1632299,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1553540,0,8,288,684,684,684,0,0,0,0,0,"No",0,0,0.01,0,"No","No","No","Yes","No","No" +2309246,58,52,0,0,0,0,0,0,0,1,2,"No",0,0.97,0.9,0,"Yes","No","No","No","No","No" +1763401,87,0,9,100,100,200,13,38,74,127,20,"No",0,0,0,0,"No","No","Yes","No","No","No" +1803869,551,8,0,0,0,0,12,38,87,162,9,"No",0,0.7,0.64,0,"No","No","No","Yes","No","No" +1946047,0,8,0,4,6,7,0,6,6,6,1,"No",0,0.37,0.38,0,"No","No","No","Yes","No","Yes" +2951270,1,8,0,0,0,0,0,0,0,0,1,"No",0,1,1,0,"No","No","No","Yes","No","No" +3089160,8,52,2,2,2,3,0,0,3,5,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1770114,81,8,0,0,0,0,3,12,26,32,2,"No",0,1,1,0,"No","No","No","Yes","No","No" +1118152,10,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1778534,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1525036,6,NA,0,0,0,0,0,0,0,0,9,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1455514,7,8,0,24,48,72,8,15,34,52,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1202996,0,8,0,0,0,0,1,6,13,54,1,"No",0,0.11,0.07,0,"No","No","No","Yes","No","No" +1149453,0,8,0,37,46,58,7,16,16,16,8,"No",0,0.86,0.88,12,"Yes","No","No","Yes","No","No" +1268039,1,8,0,3,8,10,5,7,11,14,0,"No",0,0.84,0.78,0,"No","No","Yes","Yes","No","No" +1985582,12,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1525267,11,8,4,38,73,122,11,22,51,75,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","Yes" +1776884,14,8,0,11,22,33,6,19,37,52,5,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1222178,0,9,0,241,241,241,0,0,0,0,0,"No",0,0.92,0.77,90,"No","No","No","Yes","No","Yes" +1871520,11,8,0,0,2,8,1,2,6,14,9,"No",0,0.46,0.45,0,"No","No","No","Yes","No","No" +1861561,670,8,27,305,491,584,89,208,442,845,125,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1152291,227,8,0,141,285,429,47,150,336,554,59,"No",0,0.97,0.84,0,"No","No","Yes","Yes","No","No" +3004273,0,2,0,11,16,21,0,0,0,0,0,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","Yes" +1172651,82,4,0,0,0,0,0,0,0,2,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2187406,2,8,0,30,45,75,6,16,28,36,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","Yes" +3113132,0,8,0,0,0,0,20,110,244,327,2,"No",0,0.1,0.08,0,"Yes","No","No","Yes","No","No" +3214439,4,4,0,25,25,25,5,8,8,12,2,"No",0,0.77,0.84,0,"Yes","No","No","Yes","No","No" +2976290,1070,8,24,300,1200,1500,165,562,1380,2280,194,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3213991,38,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1680676,15,12,0,2,14,15,0,0,0,0,1,"No",0,0.58,0.58,0,"No","No","No","Yes","No","No" +1810692,6,8,4,6,12,16,1,5,10,15,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3209435,11,8,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.85,0,"No","No","No","Yes","No","No" +2135034,1,8,1,3,5,7,1,4,6,7,1,"No",0,0.82,0.82,0,"No","No","No","Yes","No","No" +1953290,58,2,0,0,0,0,138,289,289,289,19,"No",0,0.43,0.71,0,"No","No","No","Yes","No","No" +1118049,0,8,0,3,4,5,0,1,2,2,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1637109,0,2,0,3,3,3,0,0,0,0,0,"No",0,0.98,0.97,0,"Yes","No","No","Yes","No","No" +1815746,20,2,0,0,0,0,0,0,1,2,1,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1823247,1,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1700893,17,2,0,0,0,0,0,0,2,2,0,"No",0,0.38,0.4,0,"Yes","No","No","Yes","No","No" +1169529,0,9,0,6,6,8,0,0,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1199359,25,2,0,40,40,40,8,13,13,13,4,"No",0,0.29,0.43,0,"Yes","No","Yes","Yes","No","No" +2827433,49,8,3,10,25,45,10,22,50,90,21,"No",0,0.84,0.8,0,"No","No","Yes","Yes","No","No" +1491225,14,9,8,2,16,34,6,19,36,57,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1768507,1,4,0,0,1,1,0,0,2,2,0,"No",0,0.43,0.45,0,"No","No","No","Yes","No","No" +2838367,5,8,0,0,0,4,1,5,14,17,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2004138,36,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3047922,180,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1960260,5,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +3139062,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1577928,6,8,0,0,3,7,0,3,8,13,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +2895082,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.84,0.8,0,"No","No","Yes","Yes","No","No" +2034451,3,8,0,0,0,0,0,1,2,2,1,"No",0,0.89,0.94,0,"Yes","No","No","Yes","No","No" +1417984,0,8,0,2,3,4,0,1,1,3,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +3173427,105,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +2247397,6,8,1,12,12,24,19,37,43,50,1,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1161362,6,8,0,0,0,0,0,0,2,2,0,"No",0,0.8,0.92,0,"Yes","No","No","Yes","No","No" +1610251,10,2,0,0,6,12,3,6,22,28,1,"No",0,0.85,0.76,0,"No","No","No","Yes","No","Yes" +2815173,5591,2,28,0,0,0,96,356,664,954,118,"No",0,0,0.05,0,"No","No","No","Yes","No","No" +1351827,5,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.84,0,"No","No","No","Yes","No","No" +2122567,28,8,3,0,0,0,3,8,17,28,2,"No",0,0.87,0.79,0,"No","No","No","Yes","No","No" +2936017,3,2,0,0,2,4,0,3,4,6,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +3147865,776,NA,0,0,0,0,4,9,21,34,17,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1760356,-1,12,0,6,8,11,1,4,6,7,2,"No",0,0.94,0.89,1,"No","No","No","Yes","No","Yes" +3040412,49,8,10,45,65,115,1,30,67,105,26,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +2848777,1235,8,154,404,788,1428,313,951,1766,2807,411,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1397011,15,8,0,0,0,0,0,2,9,22,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3083163,3,12,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2249349,43,8,0,0,0,0,0,0,0,0,2,"No",0,0.94,0.93,0,"No","No","No","Yes","No","No" +2218937,1,NA,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3102720,72,2,0,0,0,0,7,14,15,15,5,"No",0,0.99,0.98,0,"Yes","No","Yes","Yes","No","No" +1728253,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1202606,4,2,0,32,32,32,0,0,1,1,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1346157,19,8,0,0,0,0,0,0,6,17,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1334678,31,4,41,41,41,69,24,58,100,140,13,"No",41,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1753224,12,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2949292,10,8,0,0,0,0,1,1,1,2,0,"No",0,0.53,0.53,0,"No","No","Yes","Yes","No","No" +2957504,3880,8,240,1507,1507,1507,936,2698,5790,10528,248,"No",0,0,0,0,"No","No","No","Yes","No","No" +3067936,4,12,2,1,5,8,0,4,10,11,7,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1131053,0,12,0,2,4,5,0,2,2,2,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","Yes" +1748495,0,NA,0,0,0,0,0,2,143,1371,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","Yes" +3099898,9,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1950001,3,4,0,4,6,10,2,2,8,9,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1196890,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.8,0.68,0,"Yes","No","Yes","Yes","No","No" +2924566,2,2,0,1,1,2,0,1,1,2,0,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +1841803,17,2,0,18,36,60,6,16,30,45,1,"No",0,0.44,0.66,0,"No","No","No","Yes","No","No" +1116860,6,2,0,28,52,76,7,12,14,14,5,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1181912,120,NA,0,0,0,0,0,4,11,18,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2138371,17,2,0,0,0,0,0,0,0,2,0,"No",0,0.79,0.87,0,"Yes","No","No","Yes","No","No" +2245657,127,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1346243,24,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1819241,47,8,0,0,0,0,0,2,7,10,0,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1933465,0,8,0,4,4,8,0,2,3,5,0,"No",0,0.76,0.77,0,"No","No","Yes","Yes","No","Yes" +3109853,5,8,0,0,0,0,0,0,3,5,0,"No",0,0.54,0.71,0,"No","No","No","Yes","No","No" +2164149,5,8,0,0,0,0,1,1,6,6,0,"No",0,0.53,0.54,0,"Yes","No","No","Yes","No","No" +1240663,0,12,0,5,6,6,5,5,5,5,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1260097,1,8,0,12,18,24,10,14,20,35,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +1852330,22,4,0,0,0,0,2,2,3,3,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1776406,609,8,167,1311,2244,3222,464,1232,2622,3894,380,"No",0,0.86,0.91,0,"No","No","No","Yes","No","No" +2230221,27,16,1,0,0,0,2,8,20,30,3,"No",0,0.66,0.63,0,"No","No","Yes","Yes","No","No" +1263670,2,10,0,0,0,0,0,0,1,1,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1640417,169,12,64,684,1332,1940,237,743,1155,1156,122,"No",40,0.63,0.72,0,"No","No","No","Yes","No","Yes" +3074218,6,8,0,7,7,7,4,7,9,17,0,"No",0,1,0.97,0,"No","No","Yes","Yes","No","No" +1731581,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1506561,45,8,0,0,0,0,2,4,12,19,0,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +2012048,12,9,2,11,23,26,5,12,25,37,13,"No",4,0.86,0.84,0,"No","No","No","Yes","No","No" +1580919,0,2,0,5,5,5,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +2196417,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.83,0,"No","No","No","Yes","No","No" +1144688,1,12,0,1,2,2,0,1,1,1,1,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1336088,9,8,0,8,16,16,3,7,14,25,3,"No",0,0.74,0.76,0,"No","No","No","Yes","No","No" +2121455,2,12,0,0,0,0,0,0,0,0,1,"No",0,0.85,0.93,0,"No","No","No","Yes","No","No" +1723235,7,2,0,0,20,20,2,7,11,15,1,"No",0,1,0.52,0,"Yes","No","No","Yes","No","No" +1279510,1,8,2,11,19,27,6,7,14,26,0,"No",0,0.63,0.64,0,"No","No","Yes","Yes","No","Yes" +2140805,9,4,0,0,0,0,0,0,0,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1937251,23,8,0,0,0,12,1,3,9,18,7,"No",0,0.59,0.78,0,"No","No","No","Yes","No","No" +2252817,54,8,0,48,72,120,30,71,105,146,21,"No",0,0.78,0.83,0,"No","No","No","Yes","No","No" +1300109,10,8,0,0,0,0,0,2,2,2,1,"No",0,1,0.96,0,"No","No","No","Yes","No","No" +1173175,0,2,0,292,542,779,0,0,0,0,15,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","Yes" +2972620,85,12,0,0,0,0,14,76,129,182,7,"No",0,0.98,0.95,0,"No","No","No","Yes","No","No" +2286673,-1,4,0,15,23,27,14,29,61,87,7,"No",0,0.79,0.67,1,"No","No","No","Yes","No","Yes" +2973481,43,2,0,0,0,0,0,3,6,23,1,"No",0,0.92,0.91,0,"Yes","No","Yes","Yes","No","No" +1124119,57,2,0,0,0,0,1,7,13,14,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1615532,1278,8,970,2988,5640,8280,1103,3084,5704,8557,951,"No",0,0.93,0.92,0,"No","No","No","Yes","No","No" +1591274,0,12,1,4,6,8,0,3,5,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1891662,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3161279,4,8,0,5,10,10,2,3,8,12,1,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2994623,32,2,0,0,0,0,0,0,2,2,0,"No",0,0.98,0.96,0,"Yes","No","No","Yes","No","No" +2209317,3,9,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.79,0,"No","No","No","Yes","No","No" +3264467,0,8,0,33,33,47,6,19,36,52,0,"No",0,0.18,0.33,0,"No","No","No","Yes","No","Yes" +2017932,3,4,0,0,0,0,0,1,3,5,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2178212,272,8,0,0,0,0,0,0,3,4,1,"No",0,0.88,0.91,0,"No","No","No","Yes","No","No" +1627064,2,8,0,10,10,10,0,7,7,7,0,"No",0,0.67,0.62,0,"No","No","Yes","Yes","No","No" +1433731,5,12,0,0,2,2,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +2963071,7,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.83,0,"Yes","No","No","Yes","No","No" +1140030,6,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2296055,292,8,19,660,840,900,83,200,422,967,327,"No",60,0.82,0.81,0,"No","No","No","Yes","No","No" +2255684,202,NA,11,0,0,0,26,108,225,376,58,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2927157,3,8,0,30,60,105,20,34,58,70,15,"No",0,0.34,0.57,0,"No","No","Yes","Yes","No","Yes" +1644279,4,2,0,9,16,22,5,14,23,28,1,"No",0,0.22,0.34,0,"Yes","No","No","Yes","No","Yes" +1131652,15,8,0,0,0,0,0,3,6,15,0,"No",0,0.89,0.88,0,"No","No","No","Yes","No","No" +2956267,115,4,0,0,0,0,4,22,39,65,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +2300162,37,3,0,0,24,64,7,19,37,54,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1994964,7,2,0,0,0,0,0,1,3,3,0,"No",0,0.18,0.19,0,"Yes","No","No","Yes","No","No" +1619264,76,12,15,384,612,852,106,321,534,866,58,"No",16,0.66,0.69,0,"No","No","No","Yes","No","Yes" +2843385,122,12,0,0,0,0,8,21,34,50,2,"No",0,0.92,0.9,0,"No","No","Yes","Yes","No","No" +2113137,55,8,19,151,151,224,28,78,123,199,34,"No",78,0.81,0.8,0,"No","No","No","Yes","No","No" +2304558,102,8,5,48,144,192,17,59,129,185,29,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2917069,2,8,0,55,85,125,11,28,55,66,5,"No",12,0.41,0.46,0,"No","No","No","Yes","No","Yes" +1694249,2,8,0,1,2,3,1,1,4,7,0,"No",0,0.86,0.91,0,"No","No","Yes","Yes","No","No" +2844698,13,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1792243,13,52,0,0,0,0,1,3,3,3,0,"No",0,0.9,0.9,0,"Yes","No","Yes","No","No","No" +1169452,10,8,0,0,0,0,25,45,47,47,0,"No",0,0.88,0.92,0,"No","No","No","Yes","No","Yes" +3043807,5,2,0,0,0,0,0,0,0,1,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +1457888,6,9,0,0,0,0,0,0,0,0,1,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +3025956,0,2,4,5,8,8,0,0,0,0,1,"No",4,0.82,0.92,0,"Yes","No","No","Yes","No","No" +1312455,16,2,0,0,42,42,3,9,18,41,0,"No",0,0.55,0.48,0,"No","No","No","Yes","No","No" +2850727,2,8,0,1,3,4,1,2,6,7,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +2962684,8,8,0,5,15,18,5,7,21,33,3,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1948835,92,2,17,100,235,355,39,126,254,345,42,"No",0,0.99,0.97,0,"No","No","Yes","Yes","No","No" +1394217,44,8,0,44,90,136,0,0,0,0,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1551483,42,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","No","Yes","No","No" +1263520,4,12,0,1,3,6,1,2,5,6,0,"No",0,0.73,0.69,0,"No","No","No","Yes","No","No" +2088373,279,52,0,0,0,0,11,25,42,72,0,"No",0,0.73,0.76,0,"Yes","No","No","Yes","No","No" +3166428,6,3,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1814607,445,8,138,300,600,900,60,290,586,917,139,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1750145,1,2,0,0,0,2,2,2,2,3,1,"No",0,0.76,0.78,0,"No","No","No","Yes","No","Yes" +1330786,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.82,0,"Yes","No","No","Yes","No","No" +2084122,8,2,0,0,6,9,0,4,11,13,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1169720,4730,12,0,0,0,0,15,41,83,88,0,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +1967812,37,2,0,0,0,0,0,0,0,0,0,"No",0,0.67,0.69,0,"No","No","No","Yes","No","No" +2288323,5,12,0,0,0,2,2,3,4,6,3,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1530376,10,8,0,0,0,0,0,0,0,0,0,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +1496735,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.83,0,"No","No","No","Yes","No","No" +1591393,31,8,9,17,41,53,7,28,43,83,19,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1543717,22,2,36,63,117,225,29,133,273,375,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1459087,3,8,0,0,0,1,1,1,3,4,18,"No",0,0.71,0.75,0,"No","No","No","Yes","No","No" +2273502,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.66,0,"No","No","No","Yes","No","No" +3023205,51,9,0,0,0,0,0,0,1,1,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1408365,81,8,48,0,0,40,10,41,85,153,21,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1134868,797,8,0,0,0,0,48,161,352,538,79,"No",0,0,0.33,0,"No","No","No","Yes","No","No" +1767028,0,NA,0,12,21,22,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1747560,59,2,0,0,0,0,0,0,1,1,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1488320,28,2,0,15,45,75,1,2,2,2,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1641061,16,12,8,12,24,36,3,11,22,30,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1304739,1,12,0,0,0,0,1,1,2,3,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +1170973,9,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +1664249,9,8,0,227,227,227,0,2,7,10,6,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1856715,3,12,0,0,0,0,0,1,1,1,1,"No",0,0.38,0.44,0,"No","No","Yes","Yes","No","No" +3145554,0,8,0,1,1,1,0,0,0,0,1,"No",0,0.37,0.34,0,"No","No","Yes","Yes","No","No" +2299292,215,8,0,0,0,0,0,0,3,4,2,"No",0,0.78,0.63,0,"No","No","No","Yes","No","No" +1172318,4,8,0,9,18,27,5,7,21,27,1,"No",0,0.73,0.77,0,"No","No","No","Yes","No","Yes" +2276193,-5,8,0,19,19,19,1,11,17,22,0,"No",0,0.79,0.67,5,"No","No","No","Yes","No","No" +2868232,20,8,0,0,0,0,0,0,0,1,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1800431,1,3,0,10,15,25,8,24,41,49,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2185227,9,8,0,220,320,380,44,109,189,289,42,"Yes",20,1,0.89,2,"No","No","No","Yes","No","Yes" +2184571,2,8,0,0,0,1,0,7,9,14,1,"No",0,0.97,0.98,0,"No","No","No","Yes","No","Yes" +2295539,11,8,0,12,32,48,8,16,35,56,0,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +1229984,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1885057,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","Yes","Yes","No","No" +1735146,178,9,75,54,180,234,26,103,240,353,28,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1581855,43,8,0,30,40,70,28,75,150,212,36,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +1419555,-463,8,611,1211,1740,2085,550,1369,2551,3523,673,"No",0,0.87,0.85,719,"No","No","No","Yes","No","No" +2241193,-7,8,0,77,107,121,10,42,78,123,26,"No",0,0.89,0.95,7,"No","No","No","Yes","No","Yes" +1930933,128,4,0,0,43,86,37,152,349,507,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1523649,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +1811884,0,2,1,3,5,8,2,3,9,11,0,"No",0,0.97,0.92,0,"No","No","No","Yes","No","No" +2315271,3,9,0,0,0,0,0,0,0,0,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +1264987,6,4,0,0,2,2,5,10,27,41,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +1797915,87,8,0,108,180,252,24,82,147,230,52,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2282227,0,4,0,0,0,0,0,0,0,0,1,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1701073,191,12,0,0,0,0,1,2,3,7,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2163848,32,8,1,2800,2800,2800,616,1674,2433,2776,480,"No",0,0.98,0.96,84,"No","No","No","Yes","No","Yes" +3042596,100,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +2197862,12,2,56,40,60,60,31,59,69,69,4,"No",0,0.93,0.86,0,"Yes","No","No","Yes","No","No" +1370331,3,8,0,6,11,16,2,6,11,26,0,"No",0,0.93,0.96,0,"No","No","No","Yes","No","Yes" +1587977,311,2,60,480,1020,1560,141,358,596,728,160,"No",0,0.63,0.63,0,"Yes","No","No","Yes","No","No" +2023208,5,8,0,22,36,36,4,16,26,38,1,"No",0,0.84,0.77,0,"No","No","No","Yes","No","Yes" +1860825,48,2,36,183,413,658,48,178,405,568,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2874279,2592,8,0,0,0,0,0,0,0,0,0,"No",0,0.01,0.6,0,"No","No","No","Yes","No","No" +1247464,210,8,0,0,0,0,0,1,2,5,1,"No",0,0.79,0.61,0,"Yes","No","No","Yes","No","No" +2968434,145,2,90,0,0,0,34,105,166,171,64,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2110932,62,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1929965,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1743467,63,8,2,0,0,0,0,5,11,20,14,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1577922,84,52,0,0,0,0,3,5,7,9,2,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1125217,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +2923889,24,2,0,0,0,0,1,3,6,14,2,"No",0,0.28,0.19,0,"No","No","No","Yes","No","No" +1821349,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"No","No","No","Yes","No","No" +2898448,18,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1882365,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1669048,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1586865,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1835220,3789,8,5042,3700,9550,14490,1641,6022,12209,18647,1890,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +2100272,1,10,0,2,4,6,1,3,3,5,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2114474,158,8,0,3000,3000,3000,174,802,1333,1960,150,"No",0,0,0,4,"No","No","No","Yes","No","Yes" +2005056,0,2,0,14,14,14,0,0,0,0,1,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","Yes" +1180985,0,8,0,5,7,7,0,0,0,0,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +2829110,6,2,0,0,0,0,5,5,5,5,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +3065119,6,NA,0,0,0,0,3,8,10,19,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2802376,13,8,0,10,20,30,2,9,19,24,0,"No",0,0.88,0.94,0,"No","No","No","Yes","No","No" +1206975,57,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1518834,16,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +2945707,4,3,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1431853,8,4,0,120,120,120,2,3,3,3,2,"No",0,0.57,0.69,0,"Yes","No","No","Yes","No","Yes" +1252826,7,8,0,20,40,60,10,28,41,70,9,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +3283135,48,8,18,27,57,87,11,27,51,72,18,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1980618,1,8,0,0,0,0,0,0,0,0,1,"No",0,0.14,0.32,0,"No","No","No","Yes","No","No" +2081346,168,8,7,0,40,120,21,81,200,308,29,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1429599,20,2,14,60,110,170,17,46,90,136,17,"No",0,0.59,0.56,0,"No","No","No","Yes","No","No" +1522851,123,8,3,105,172,256,38,82,145,292,36,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +3281585,42,12,0,74,170,314,3,31,33,43,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +3112292,1057,2,0,0,0,0,0,0,0,0,0,"No",0,0.33,0.66,0,"No","No","No","Yes","No","No" +2068640,147,2,226,749,1235,1739,167,371,559,573,198,"No",18,0.28,0.28,0,"Yes","No","No","Yes","No","No" +2253859,80,4,0,0,20,40,2,22,26,47,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1721505,52,8,0,0,0,0,3,12,23,48,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1524117,0,2,0,30,30,138,0,0,0,0,1,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1160384,255,2,0,0,0,0,2,40,52,55,3,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1363190,34,8,3,2,10,18,5,17,40,60,9,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +3262244,0,12,0,20,20,20,0,1,1,1,0,"No",12,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2930235,132,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1202969,3,4,0,2,4,4,0,3,3,3,0,"No",0,0.69,0.68,0,"Yes","No","No","Yes","No","No" +3210735,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1394666,15,8,0,0,0,0,1,6,6,7,2,"No",0,0.35,0.54,0,"No","No","Yes","Yes","No","Yes" +3170092,444,2,130,315,735,1155,154,522,904,1291,156,"No",0,0.82,0.68,0,"No","No","No","Yes","No","No" +1440821,11,8,0,0,0,0,0,0,0,0,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +3165742,0,9,0,0,0,0,273,795,1500,2234,0,"No",0,0.94,0.83,0,"No","No","No","Yes","No","No" +1172418,13,8,0,0,0,0,0,1,2,3,0,"No",0,0.6,0.57,0,"Yes","No","No","Yes","No","No" +3067110,5,52,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","Yes","No","No","No" +2241931,53,2,9,20,70,100,19,47,90,139,37,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1990437,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.83,0,"Yes","No","No","Yes","No","No" +2172883,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3139652,8,8,20,0,0,20,3,10,14,23,1,"No",0,0.94,0.94,0,"No","No","No","Yes","No","No" +1865017,26,8,0,0,0,0,0,1,3,6,2,"No",0,1,0.41,0,"Yes","No","No","Yes","No","No" +3085238,228,12,0,0,0,0,1,2,3,5,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1631496,0,4,0,5,8,8,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","Yes" +1782253,0,8,0,5,8,10,1,4,6,9,0,"No",0,0.95,0.93,0,"No","No","No","Yes","No","Yes" +1129756,67,52,0,0,0,0,0,0,1,2,3,"No",0,0.93,0.76,0,"Yes","No","No","No","No","No" +1202509,595,8,0,100,100,100,1,7,24,47,347,"No",0,0,0.03,0,"Yes","No","No","Yes","No","No" +1857590,83,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","Yes","Yes","No","No" +1250406,9,2,0,48,84,120,18,91,132,139,6,"No",0,0.89,0.85,0,"No","No","No","Yes","No","Yes" +1672239,17,9,0,0,0,0,0,0,1,2,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1188799,0,8,0,35,55,75,10,26,47,78,0,"No",0,0.6,0.57,0,"No","No","No","Yes","No","Yes" +2877691,3,4,0,0,1,2,1,3,7,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1235849,0,8,0,0,0,0,0,4,4,5,1,"No",0,0.72,0.75,0,"Yes","No","No","Yes","No","No" +2989682,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","No" +1999242,380,4,180,360,720,1080,85,349,749,1136,143,"No",0,0.97,0.96,0,"No","No","No","Yes","No","No" +1490732,18,8,0,0,8,14,3,11,28,49,8,"No",0,1,0.92,0,"No","No","No","Yes","No","No" +3027149,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +3116281,6,12,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +1950776,43,0,0,0,0,0,0,0,3,3,1,"No",0,0,0,0,"No","No","No","No","No","No" +1112224,13,4,0,0,0,0,2,2,2,2,0,"No",0,0.95,0.83,0,"Yes","No","No","Yes","No","No" +1302787,23,8,0,0,0,0,2,9,14,21,9,"No",0,0,0.5,0,"No","No","No","Yes","No","No" +2228554,2,9,0,0,0,0,0,0,0,1,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1449856,18,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.74,0,"Yes","No","Yes","Yes","No","No" +1994574,21,12,0,0,0,0,6,11,13,18,1,"No",0,0.81,0.83,0,"No","No","No","Yes","No","No" +1767211,-7,12,0,10,10,10,0,3,6,7,5,"No",0,0.74,0.74,7,"No","No","No","Yes","No","Yes" +2253993,14,12,0,0,0,0,0,1,1,1,0,"No",0,0.7,0.77,0,"Yes","No","No","Yes","No","No" +1699763,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +3173334,1,12,0,0,0,0,1,1,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1172586,0,2,0,3,3,3,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +1437099,2,8,5,10,20,30,2,7,13,18,0,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1240923,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +3132273,3,8,0,0,1,2,0,1,1,3,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +1228216,18,8,0,0,4,8,10,20,49,74,3,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3248352,9000,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","Yes","Yes","No","No" +3048948,376,NA,0,0,0,0,2,10,24,32,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2182440,428,4,56,262,661,851,121,384,728,1010,107,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1424598,4,8,0,0,0,0,1,1,1,3,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +2804339,55,8,6,34,58,70,17,35,68,112,17,"No",0,0.7,0.71,0,"No","No","Yes","Yes","No","No" +2237616,128,8,0,29,101,202,32,132,252,385,33,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1171316,2,12,1,0,0,0,0,1,1,1,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1929817,0,8,0,28,28,56,3,12,28,44,0,"No",0,0.95,0.91,0,"No","No","No","Yes","No","Yes" +2900904,135,2,36,180,360,540,58,205,375,509,123,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2861434,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.84,0,"No","No","No","Yes","No","No" +2279320,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3184336,17,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3118087,16785,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1915518,7,8,0,10,20,30,4,9,24,32,6,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +3121180,39,8,0,45,81,126,15,32,59,93,0,"No",0,0.66,0.64,0,"No","No","No","Yes","No","No" +1421396,3,9,0,0,0,0,0,0,1,1,0,"No",0,0.7,0.78,0,"No","No","No","Yes","No","No" +2277134,2,12,0,0,0,0,0,0,0,0,2,"No",0,0.56,0.55,0,"No","No","No","Yes","No","No" +1983526,68,8,60,699,1035,1323,170,473,879,1309,212,"No",48,0.61,0.57,6,"No","No","Yes","Yes","No","Yes" +1784948,128,8,0,0,0,0,1,1,3,4,0,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1400685,40,8,30,100,150,200,20,90,132,175,10,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1394244,100,8,0,0,32,64,5,38,88,119,20,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2036211,6,2,0,40,60,100,14,31,42,44,0,"No",0,0.9,0.83,0,"No","No","No","Yes","No","Yes" +1593146,37,8,0,60,103,152,54,91,172,247,17,"No",0,0.61,0.61,0,"No","No","No","Yes","No","No" +1581114,5,12,0,0,0,0,1,1,1,1,2,"No",0,0.89,0.89,0,"No","No","No","Yes","No","No" +1231365,0,2,1,2,4,5,3,4,7,12,0,"No",0,0.94,0.86,0,"No","No","No","Yes","No","Yes" +1441618,0,12,0,8,8,8,0,0,0,0,0,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1614537,6,4,1,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1201545,1,12,0,8,12,12,0,3,8,12,3,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +3246871,115,4,46,564,955,1340,124,348,619,1010,75,"No",3,0.79,0.66,0,"No","No","No","Yes","No","No" +1384815,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +3094634,217,8,0,118,354,472,43,164,399,613,43,"No",0,0.91,0.95,0,"No","No","No","Yes","No","No" +2852262,3,4,0,0,0,0,0,0,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1203089,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2163078,0,8,1,4,7,9,1,4,6,10,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +2020442,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1193470,20,12,0,0,0,0,0,0,0,1,1,"No",0,0.93,0.88,0,"No","No","Yes","Yes","No","No" +1817216,17,3,10,0,0,0,2,4,16,27,2,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +2092737,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.88,0.92,0,"No","No","Yes","Yes","No","No" +1383839,10,8,0,0,0,0,0,1,4,5,0,"No",0,0.61,0.65,0,"No","No","Yes","Yes","No","No" +2915047,198,8,2,26,141,333,27,171,417,533,42,"No",0,0.65,0.71,0,"No","No","Yes","Yes","No","No" +1969125,1134,8,75,640,1020,1020,211,554,1168,1811,202,"No",300,0.9,0.82,0,"No","No","No","Yes","No","No" +2295308,3,2,0,5,5,5,0,0,0,0,0,"No",0,0.92,0.96,0,"Yes","No","Yes","Yes","No","No" +2934417,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2171255,3240,8,41,0,0,0,29,111,208,348,110,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2078574,63,NA,0,0,0,0,3,4,26,34,26,"No",0,-99,-99,0,"No","No","No","No","No","No" +1924625,9,2,0,0,0,4,0,5,6,6,0,"No",0,0.99,0.96,0,"Yes","No","No","Yes","No","No" +1214256,9,2,0,18,30,42,8,23,37,63,2,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1757308,3,8,1,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +1374786,337,8,135,460,580,845,196,455,575,757,238,"No",0,0.91,0.93,0,"No","No","Yes","Yes","No","Yes" +1729036,10,8,0,0,0,0,0,0,3,3,1,"No",0,0.86,0.88,0,"No","No","No","Yes","No","No" +1724333,11,9,0,47,47,72,6,14,33,53,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2818144,8,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1781854,77,2,0,0,0,0,0,0,0,41,3,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +2826016,4,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1498295,5,52,0,0,0,0,0,2,2,4,2,"No",0,0.76,0.78,0,"Yes","No","No","Yes","No","No" +1359670,69,8,27,0,28,56,4,27,54,90,24,"No",0,0.93,0.96,0,"No","No","No","Yes","No","No" +1302076,3,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +2128350,0,8,0,0,0,0,0,0,0,0,0,"No",0,1,0.91,0,"No","No","No","Yes","No","No" +3015348,3,2,0,6,10,14,2,5,13,14,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +1565995,-41,12,0,355,410,482,31,120,209,350,38,"No",0,0.81,0.83,41,"No","No","No","Yes","No","Yes" +1698101,195,2,0,0,0,0,8,45,70,106,10,"No",0,0.9,0.94,0,"No","No","No","Yes","No","No" +3058043,12,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2111618,37,9,0,40,80,160,7,33,67,68,0,"No",0,0.89,0.91,0,"No","No","No","Yes","No","No" +2879613,14,8,0,0,0,0,1,3,10,16,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" 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+2093201,92,8,0,0,25,50,7,36,62,95,21,"No",0,0.94,0.97,0,"No","No","No","Yes","No","No" +1243129,14,8,0,0,0,0,0,2,7,10,0,"No",0,0.82,0.62,0,"No","No","No","Yes","No","No" +1423414,5,2,0,50,50,50,10,20,38,54,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +1147257,4995,12,0,0,0,0,0,0,0,0,1,"No",0,0.96,0.86,0,"No","No","No","Yes","No","No" +2937653,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.71,0,"No","No","Yes","Yes","No","No" +1460360,20,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2856291,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1598939,19,8,0,0,0,0,1,4,9,11,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +1826362,23,8,10,27,63,93,12,33,61,96,15,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2945643,7,8,0,0,8,12,1,2,7,14,2,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1993902,1,12,0,8,8,8,0,3,7,11,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1777407,2,12,0,27,43,62,2,12,26,34,0,"No",0,0.66,0.69,0,"No","No","No","Yes","No","No" +1498845,2,8,0,3,3,6,1,2,2,2,1,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","Yes" +1347737,4,8,0,1,4,7,0,3,3,8,2,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1141273,10,4,13,9,21,29,2,10,33,65,0,"No",2,0.77,0.8,0,"No","No","No","Yes","No","No" +1487960,5,2,0,0,0,0,0,0,12,16,0,"No",0,0.82,0.89,0,"No","No","No","Yes","No","Yes" +1634279,37,9,0,0,0,0,0,0,4,11,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1701043,2,8,0,3,6,9,0,4,4,7,0,"No",0,0.7,0.73,0,"No","No","No","Yes","No","Yes" +1443607,6,8,0,0,0,0,0,0,1,2,1,"No",0,0.51,0.45,0,"No","No","Yes","Yes","No","No" +2308766,17,0,0,101,149,205,20,70,99,117,48,"No",0,-99,0,0,"No","No","No","No","No","Yes" +1320639,2,8,1,39,75,117,10,40,74,117,0,"No",0,0.92,0.91,0,"No","No","No","Yes","No","Yes" +3166291,23,2,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3145336,0,8,0,0,0,40,0,0,0,0,0,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1846143,12,8,0,0,0,0,0,1,3,4,2,"No",0,0.93,0.95,0,"Yes","No","No","Yes","No","No" +1386995,25,8,0,0,0,0,1,2,4,10,2,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +1362388,6,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2831279,60,0,15,150,270,420,39,119,200,276,39,"No",0,0,0,0,"No","No","Yes","No","No","No" +2937734,44,2,10,85,190,275,33,89,180,272,40,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3114335,506,8,5,0,300,300,53,309,580,838,75,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1275394,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.93,0,"Yes","No","No","Yes","No","No" +1176675,1,8,0,11,17,23,7,15,18,29,3,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1309418,-28,2,0,40,40,40,69,75,77,77,2,"No",0,0.54,0.69,28,"No","No","No","Yes","No","Yes" +2012106,730,4,0,0,0,0,0,13,24,37,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1261354,282,4,0,0,0,0,0,0,2,4,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +2844305,1644,2,685,3192,5656,8456,767,2931,4787,6753,671,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1596709,8,8,0,0,0,0,0,2,2,3,0,"No",0,0.82,0.88,0,"Yes","No","No","Yes","No","No" +2975821,11,2,0,0,30,30,2,5,11,14,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1796179,4,8,0,0,0,0,0,1,3,3,0,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +1181063,88,12,8,96,168,240,30,81,164,264,40,"No",0,0.93,0.88,0,"No","No","No","Yes","No","No" +2191282,5,4,0,0,1,2,0,1,3,3,0,"No",0,0.89,0.9,0,"Yes","No","No","Yes","No","No" +1834189,10,2,1,12,27,42,4,29,48,66,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","Yes" +1239434,0,6,0,10,10,10,0,0,0,0,1,"No",0,-99,0,0,"Yes","No","No","Yes","No","No" +1411923,120,8,0,176,176,352,32,88,112,216,80,"No",0,0.89,0.77,0,"No","No","No","Yes","No","No" +2155600,14,2,0,1,1,1,0,0,0,0,0,"No",0,0.18,0.31,0,"Yes","No","No","Yes","No","No" +1256915,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","No" +1892251,6,8,0,5,10,20,4,9,21,30,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +3149569,4,0,0,2,8,13,2,8,14,16,2,"No",0,0,0,0,"No","No","No","No","No","No" +3235641,4,4,0,0,0,0,0,1,1,1,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1584834,1,12,0,2,3,4,2,5,9,16,1,"No",0,0.81,0.82,0,"No","No","No","Yes","No","Yes" +1987445,420,2,0,0,0,0,37,71,71,71,0,"No",0,0.86,0.88,0,"Yes","No","No","No","No","No" +1662629,4,8,0,20,20,20,1,4,6,15,1,"No",0,0.84,0.83,0,"No","No","No","Yes","No","Yes" +1670221,1,3,0,2,3,4,0,1,2,3,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","Yes" +1175602,3,8,1,0,0,0,1,2,4,4,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1968031,1344,4,363,1896,3624,5664,70,167,182,183,504,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +1208144,0,3,0,10,15,20,10,15,25,33,0,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1209743,139,8,10,475,670,920,202,495,632,913,210,"No",0,0.89,0.93,5,"No","No","No","Yes","No","Yes" +1506186,0,8,0,25,25,25,0,0,0,0,0,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +1219150,36,8,0,0,14,28,5,9,28,81,22,"No",0,0.43,0.46,0,"No","No","No","Yes","No","No" +1899002,1178,9,0,0,0,0,49,120,183,299,31,"No",0,0.91,0.77,0,"No","No","Yes","Yes","No","No" +2257701,5,4,0,1,3,4,0,1,4,6,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1661462,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.53,0.73,0,"No","No","No","Yes","No","No" +2097998,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1818176,105,9,0,0,0,0,0,0,0,0,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +1767258,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.51,0.47,0,"Yes","No","Yes","Yes","No","No" +1747583,-1,9,0,11,11,15,2,22,25,32,3,"No",0,0.52,0.41,1,"No","No","No","Yes","No","Yes" +1639532,0,9,0,5,7,9,0,2,4,7,0,"No",0,0.91,0.77,0,"Yes","No","No","Yes","No","Yes" +1664765,44,2,0,0,0,0,2,4,4,6,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +3221207,87,20,3,81,108,189,22,57,131,216,50,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2076433,27,9,0,0,0,0,1,5,9,15,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2924384,129,8,0,42,72,128,14,14,15,15,35,"No",0,0.83,0.86,0,"No","No","No","Yes","No","No" +1815146,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","Yes","Yes","No","No" +2932035,0,12,0,4,5,6,7,13,15,20,0,"No",0,0.57,0.68,0,"No","No","Yes","Yes","No","No" +2304632,687,8,135,615,765,1065,74,363,576,950,372,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1407797,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.74,0.74,0,"No","No","No","Yes","No","No" +1848515,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1369989,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +1143081,10,8,0,0,0,0,0,0,1,1,1,"No",0,0.99,0.94,0,"No","No","No","Yes","No","No" +2062781,-20,2,0,65,68,77,2,2,23,33,2,"No",0,0,0,20,"Yes","No","No","Yes","No","No" +2823339,0,12,0,5,8,10,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +2947953,5,8,0,0,0,0,3,21,42,57,2,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1199685,178,8,15,98,196,294,27,98,213,330,44,"No",0,0.9,0.85,0,"No","No","No","Yes","No","No" +1138070,0,8,0,22,31,47,4,15,15,19,3,"No",0,0.64,0.63,0,"No","No","No","Yes","No","Yes" +2262532,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.96,0.98,0,"Yes","No","No","Yes","No","No" +1750480,9,12,6,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3241392,5,8,0,0,0,0,1,1,1,4,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +2922374,8,8,0,27,45,57,6,21,35,71,1,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1311579,0,4,0,55,76,76,0,2,13,26,0,"No",30,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1806163,27,2,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1935421,2,9,0,0,0,0,0,0,0,0,1,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +1650124,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","No" +3281441,26,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +3030585,368,8,0,0,0,0,5,13,23,53,19,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1372326,11,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3074826,7,2,0,6,12,24,2,11,18,21,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1499758,0,2,0,5,5,5,0,0,1,1,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","Yes" +3105489,41,8,0,0,0,0,0,0,0,0,0,"No",0,0.9,0.9,0,"No","No","No","Yes","No","No" +1204694,4,2,0,5,5,6,1,1,5,11,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +2853075,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1691795,8,8,0,0,0,0,0,0,6,10,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1814767,0,3,0,914,1805,1805,1,3,3,3,89,"No",0,0.54,0.7,1,"No","No","Yes","Yes","No","Yes" +1928423,2,8,0,25,25,38,7,20,35,52,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1201689,0,4,0,0,0,0,0,2,16,18,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","Yes" +1514258,84,2,57,54,156,251,46,109,232,350,58,"No",0,0.86,0.88,0,"No","No","Yes","Yes","No","No" +2235756,-2,8,0,21,33,45,3,11,23,35,0,"No",0,0.73,0.77,2,"No","No","No","Yes","No","Yes" +1652578,13,12,8,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +3221467,79,8,0,0,0,0,8,14,27,48,1,"No",0,0.82,0.92,0,"No","No","No","Yes","No","No" +1454985,17,2,0,0,8,15,0,0,0,0,2,"No",0,0.65,0.37,0,"No","No","No","Yes","No","Yes" +3245240,160,8,0,0,0,0,0,0,0,0,0,"No",0,0.76,0.83,0,"No","No","No","Yes","No","No" +3248992,1779,8,2,0,0,0,110,321,693,1103,190,"No",0,0.25,0.27,0,"No","No","No","Yes","No","No" +1251217,59,8,0,0,0,0,1,1,3,4,1,"No",0,0.91,0.96,0,"No","No","No","Yes","No","No" +1740669,0,2,0,12,12,12,0,0,0,0,0,"No",0,0.53,0.54,0,"Yes","No","Yes","Yes","No","No" +2042357,7,0,0,3,3,3,1,1,1,1,1,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1615959,10,2,0,2,6,8,3,8,13,14,0,"No",0,0.7,0.86,0,"No","No","No","Yes","No","No" +1713278,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2044916,0,4,0,0,0,0,0,2,11,19,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +3043157,5,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","Yes","Yes","No","No" +3206705,1,8,0,0,1,1,0,0,1,1,0,"No",0,0.82,0.81,0,"No","No","No","Yes","No","No" +1478473,0,8,3,6,8,10,1,3,4,5,0,"No",0,0.8,0.82,0,"Yes","No","No","Yes","No","Yes" +2016635,5235,12,0,0,0,0,34,191,414,591,83,"No",0,0.57,0.69,0,"No","No","No","Yes","No","No" +1424147,46,2,0,0,0,0,2,2,2,2,0,"No",0,0.92,0.96,0,"No","No","No","Yes","No","No" +2158724,7,2,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"Yes","No","Yes","Yes","No","No" +2876146,14,2,0,8,9,9,1,1,1,1,0,"No",0,0.78,0.75,0,"Yes","No","No","Yes","No","No" +1134523,44,12,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.79,0,"No","No","Yes","Yes","No","No" +1936590,7,4,0,0,0,0,0,0,4,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1873983,-15,NA,0,0,0,0,5,17,54,113,4,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1839436,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.82,0,"No","No","No","Yes","No","No" +1391526,15,8,0,0,5,15,1,7,17,25,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1411163,333,2,66,548,1152,1605,400,844,1495,2288,219,"No",0,0.64,0.75,0,"No","No","No","Yes","No","No" +2921730,116,2,0,0,0,0,2,4,6,6,1,"No",0,0.97,0.98,0,"Yes","No","No","Yes","No","No" +1701070,3,8,1,17,27,38,18,21,29,43,10,"No",0,0.91,0.85,0,"No","No","No","Yes","No","No" +2020221,0,8,0,4,5,7,1,6,6,8,3,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2062165,2,2,0,0,0,1,0,0,2,3,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","Yes" +1449333,24,NA,0,0,0,0,0,0,0,0,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +2311498,18,2,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.91,0,"Yes","No","No","Yes","No","No" +2188567,2,14,0,0,0,0,0,0,0,0,1,"No",0,0.89,0.9,0,"No","No","Yes","Yes","No","No" +1247359,319,2,392,415,795,1091,113,373,699,1086,161,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1182864,2,12,0,152,287,429,18,49,53,53,15,"No",0,0.82,0.79,3,"Yes","No","No","Yes","No","Yes" +1607674,21,12,0,20,56,92,18,50,93,113,14,"No",0,0.95,0.86,0,"No","No","No","Yes","No","Yes" +1299734,2,8,0,45,73,101,6,25,58,95,0,"No",0,0.46,0.35,0,"No","No","No","Yes","No","Yes" +1762739,4,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2287018,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.76,0,"No","No","No","Yes","No","No" +2985034,786,2,288,1474,3010,4786,459,1454,2964,4331,651,"No",0,0.96,0.96,0,"No","No","No","Yes","No","No" +1625877,15,8,0,140,200,274,31,75,160,255,21,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +2956550,52,NA,0,0,0,0,1,14,28,58,5,"No",0,-99,-99,0,"No","No","No","No","No","No" +1667725,9,8,0,16,48,48,7,27,41,59,2,"No",0,0.93,0.95,0,"No","No","No","Yes","No","Yes" +1201424,81,8,20,116,230,354,43,136,254,368,46,"No",0,0.97,0.94,0,"No","No","No","Yes","No","No" +1334666,101,8,3,512,938,1456,152,476,982,1360,111,"No",2,0.59,0.62,1,"No","No","No","Yes","No","Yes" +1114043,3,2,0,10,16,26,5,8,21,33,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2964359,2,8,0,0,0,0,0,0,0,0,0,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +2118647,7,8,0,40,68,92,6,26,62,95,0,"No",4,0.66,0.67,0,"No","No","No","Yes","No","Yes" +2157209,0,8,0,2,2,2,0,0,0,0,0,"No",0,0.84,0.83,0,"No","No","No","Yes","No","No" +1673772,15,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +3094672,57,8,7,60,90,120,22,64,114,187,40,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1490793,58,2,0,150,150,150,48,82,104,106,0,"No",0,0.51,0.51,0,"Yes","No","No","Yes","No","Yes" +3278907,30,3,0,0,0,0,0,0,0,10,2,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +3005609,265,8,0,0,0,0,0,0,0,0,0,"No",0,1,1,0,"No","No","Yes","Yes","No","No" +3094952,16,8,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +1667586,8226,8,0,24097,24097,24097,100,9686,24798,24821,86,"No",0,0.95,0.94,0,"No","No","No","Yes","No","No" +2998492,0,17,0,31,31,31,4,6,13,23,1,"No",0,0.05,0.32,0,"No","No","No","Yes","No","Yes" +2075383,5,8,0,14,35,56,8,25,54,71,3,"No",0,0.79,0.87,0,"No","No","No","Yes","No","Yes" +1623788,14,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1772977,8,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","No" +1833674,467,8,921,370,1816,3647,300,1289,3022,4057,466,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2227005,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.7,0,"Yes","No","No","Yes","No","No" +2084029,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"Yes","No","No","Yes","No","No" +1574213,82,8,0,0,0,0,3,10,25,45,9,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1350298,10,8,0,0,0,0,0,0,0,0,1,"No",0,0.98,0.94,0,"No","No","No","Yes","No","No" +1580050,7,14,0,0,0,0,0,0,0,2,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +3284675,7,2,0,0,0,3,0,2,4,8,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1635724,0,8,0,11,19,23,10,32,37,43,1,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +3200757,12,9,0,0,0,0,1,1,4,5,1,"No",0,1,0.98,0,"No","No","No","Yes","No","No" +1809172,128,8,0,0,0,0,5,15,26,34,5,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1550956,1,3,3,0,6,10,1,7,12,17,0,"No",0,0.94,0.97,0,"No","No","No","Yes","No","Yes" +2844174,0,8,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2172990,1212,12,0,0,0,0,16,52,100,167,2,"No",0,0.92,0.84,0,"No","No","No","Yes","No","No" +2880022,44,4,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2059609,9,2,0,0,0,0,0,2,2,2,0,"No",0,0.94,0.87,0,"No","No","No","Yes","No","No" +1811368,1,8,0,4,6,9,4,8,10,17,0,"No",0,0.78,0.74,0,"No","No","No","Yes","No","Yes" +1163253,10,9,0,0,0,0,0,0,0,0,0,"No",0,0.69,0.68,0,"No","No","Yes","Yes","No","No" +3030743,0,2,0,5,7,8,0,0,0,0,0,"No",0,0.84,0.87,0,"Yes","No","Yes","Yes","No","No" +2256243,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1680273,81,8,0,0,0,0,10,55,78,78,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +2068197,0,2,0,0,40,40,2,9,17,25,2,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1564988,0,8,0,19,19,24,4,14,15,19,3,"No",0,0.71,0.66,0,"No","No","No","Yes","No","Yes" +3123874,14,8,0,0,0,0,0,2,3,6,1,"No",0,0.82,0.72,0,"No","No","No","Yes","No","No" +1771666,12,8,1,74,123,196,24,80,140,197,28,"No",7,0.79,0.66,1,"No","No","No","Yes","No","Yes" +1294219,61,2,0,56,56,56,1,1,3,5,0,"No",0,1,0.96,0,"No","No","Yes","Yes","No","No" +3010680,395,2,22,0,105,315,58,182,333,528,48,"No",0,0.93,0.91,0,"No","No","No","Yes","No","No" +2220346,-1194,12,0,3787,3787,3787,3,11,26,35,30,"No",0,0,0,1267,"No","No","No","Yes","No","Yes" +2194275,63,8,0,0,0,0,0,0,0,0,1,"No",0,0.91,0.82,0,"No","No","No","Yes","No","No" +1616370,5,4,2,1,2,2,0,0,0,0,0,"No",1,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1187578,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.98,0,"Yes","No","No","Yes","No","No" +2048217,36,9,0,0,0,0,0,2,4,5,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +1251030,2644,12,2122,11536,20776,27496,2921,8975,18079,35269,1702,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +3256721,7,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1395829,8,8,0,0,0,0,0,1,2,2,1,"No",0,0.83,0.91,0,"Yes","No","No","Yes","No","No" +1978704,37,8,4,403,675,947,83,277,526,771,90,"No",68,0.44,0.62,5,"No","No","No","Yes","No","Yes" +2196291,7,52,0,0,0,0,0,0,0,0,1,"No",0,1,0.89,0,"Yes","No","Yes","No","No","No" +2822831,0,8,0,10,10,10,0,0,2,7,0,"No",0,0.4,0.42,0,"No","No","No","Yes","No","Yes" +2166173,0,0,0,14,14,14,0,1,5,7,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +2817617,13,2,0,5,5,5,0,2,2,5,0,"No",0,1,0.2,0,"Yes","No","Yes","No","No","No" +2243270,353,NA,0,0,0,0,0,0,6,12,4,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1513833,49,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1776488,0,12,0,93,93,93,1,1,1,1,0,"No",0,0.78,0.78,1,"No","No","No","Yes","No","Yes" +1139106,3,2,0,0,1,2,1,1,3,5,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1297279,14,8,10,1362,2112,2892,269,825,1589,2460,207,"No",84,0.95,0.92,27,"No","No","No","Yes","No","Yes" +1757158,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2950260,5,8,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.64,0,"No","No","Yes","Yes","No","No" +1790743,67,0,0,0,0,0,2,3,6,12,1,"No",0,0,0,0,"No","No","No","No","No","No" +1985182,659,8,112,576,1152,1548,150,524,974,1491,134,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1679521,82,2,60,0,60,120,20,73,149,232,27,"No",0,0.77,0.81,0,"No","No","No","Yes","No","No" +1394083,0,10,0,15,21,30,4,10,12,16,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","Yes" +1351317,0,15,0,0,0,0,0,0,0,0,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +1715106,-2,2,0,39,39,39,0,41,59,76,0,"No",0,0.5,0.53,2,"No","No","No","Yes","No","No" +1722727,11,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +3125076,-874,4,2,2730,2730,2730,4472,12028,12459,17647,743,"No",0,0.85,0.78,1600,"No","No","No","Yes","No","No" +1536710,8,2,0,0,0,0,0,2,4,5,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +2055282,560,8,0,576,1026,1476,126,481,1000,1601,289,"No",0,0.79,0.89,0,"No","No","No","Yes","No","No" +1319365,21,12,10,46,67,102,4,23,49,75,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +1599206,18,8,0,112,208,288,0,0,0,0,0,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +1699126,24,2,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.6,0,"Yes","No","No","Yes","No","No" +2174297,158,8,69,121,241,361,56,180,357,617,88,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +2153520,15,8,28,0,0,28,1,10,21,40,0,"No",0,0.88,0.9,0,"No","No","No","Yes","No","No" +3182329,13,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.81,0,"No","No","Yes","Yes","No","No" +3126805,20,2,0,0,0,0,0,0,0,0,0,"No",0,0.54,0.61,0,"Yes","No","No","Yes","No","No" +1383483,10,4,0,0,0,0,0,2,6,9,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1698843,9,2,0,81,81,81,0,0,0,0,0,"No",0,0.01,0.01,0,"No","No","Yes","Yes","No","No" +3193730,5,12,0,0,2,4,0,2,3,5,0,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","No" +3182213,111,8,58,64,64,129,15,47,100,155,33,"No",0,0.75,0.72,0,"No","No","Yes","Yes","No","No" +2310474,69,8,1,40,40,80,10,28,55,87,17,"No",0,0.96,0.81,0,"No","No","Yes","Yes","No","No" +1164981,5,8,0,0,0,0,0,0,2,2,0,"No",0,0.78,0.82,0,"No","No","No","Yes","No","No" +2172827,7,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1928749,0,2,3,0,0,0,0,0,0,0,0,"No",0,0.24,0.26,0,"Yes","No","No","Yes","No","No" +1401492,30,2,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.9,0,"No","No","No","Yes","No","No" +2988018,46,8,0,0,0,27,4,15,35,48,4,"No",0,0.74,0.75,0,"No","No","No","Yes","No","No" +1174700,223,2,0,0,0,0,0,0,3,8,0,"No",0,0.79,0.76,0,"Yes","No","Yes","Yes","No","No" +1145447,3,8,0,13,29,45,3,9,13,23,1,"No",0,0.97,0.94,0,"No","No","No","Yes","No","Yes" +1831624,62,7,0,0,0,0,0,0,0,0,2,"No",0,1,1,0,"Yes","No","No","Yes","No","No" +1964012,6,8,0,0,0,0,0,0,0,0,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +2022293,131,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","No","Yes","No","No" +1970532,71,4,6,140,224,336,86,173,379,558,39,"No",0,0.92,0.92,0,"No","No","No","Yes","No","No" +1552491,4,NA,0,69,95,133,6,33,74,97,14,"No",0,-99,-99,0,"No","No","Yes","Yes","No","Yes" +2924542,54,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1199709,25,2,0,0,0,0,0,0,0,0,0,"No",0,0.66,0.6,0,"No","No","No","Yes","No","No" +2267300,346,12,4,0,0,1000,21,91,171,307,34,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +2008591,17352,8,0,0,0,0,0,0,0,0,2,"No",0,-99,0,0,"No","No","No","Yes","No","No" +2862109,13,2,0,13,26,39,6,16,33,45,0,"No",0,0.58,0.56,0,"No","No","No","Yes","No","Yes" +2906620,7,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1492224,19,12,0,0,0,0,0,0,0,0,1,"No",0,0.74,0.74,0,"Yes","No","Yes","Yes","No","No" +2266121,119,10,0,0,0,0,0,0,0,0,2,"No",0,0.77,0.85,0,"No","No","No","Yes","No","No" +3241211,18,2,0,0,20,20,0,0,0,0,1,"No",0,0.99,0.99,0,"Yes","No","No","No","No","No" +2162235,2,12,0,0,0,0,0,0,1,1,0,"No",0,0.77,0.73,0,"No","No","No","Yes","No","No" +2235118,4,9,5,5,8,8,4,7,13,17,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1810399,0,2,0,7,10,13,1,3,5,6,1,"No",0,0.69,0.71,0,"Yes","No","Yes","Yes","No","Yes" +2144686,12,12,8,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +3135412,409,8,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.7,0,"No","No","No","Yes","No","No" +2242673,0,NA,0,32,49,56,0,0,3,7,1,"No",0,-99,-99,0,"No","No","No","Yes","No","Yes" +1333758,4,8,0,0,0,0,0,0,0,0,0,"No",0,0.1,0.13,0,"Yes","No","No","Yes","No","No" +2303411,2,8,0,0,0,0,1,1,1,1,1,"No",0,0.97,0.97,0,"Yes","No","Yes","Yes","No","No" +2078022,3,9,2,0,0,2,1,2,3,5,1,"No",0,0.7,0.66,0,"No","No","Yes","Yes","No","No" +1950445,9,8,0,0,0,0,0,0,0,0,2,"No",0,0.85,0.76,0,"No","No","No","Yes","No","No" +1934019,-1,2,0,6,10,14,2,2,12,17,0,"No",0,0.99,0.99,1,"No","No","No","Yes","No","No" +2025732,132,8,0,0,0,0,2,21,45,66,11,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1327305,17,2,0,0,0,0,0,1,2,5,1,"No",0,0.79,0.83,0,"No","No","No","Yes","No","No" +1322748,3,8,0,19,28,46,2,9,16,27,0,"No",0,0.15,0.34,0,"No","No","No","Yes","No","Yes" +1648590,30,9,1,1,17,29,4,10,35,42,0,"No",0,0.91,0.77,0,"No","No","No","Yes","No","No" +2065869,3,8,0,5,9,17,1,6,9,15,0,"No",0,0.85,0.78,0,"No","No","Yes","Yes","No","No" +3168354,30,2,0,0,0,0,0,0,0,2,2,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1621003,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +1641961,43,10,48,0,28,28,4,21,46,61,7,"No",0,0.84,0.86,0,"No","No","No","Yes","No","No" +2009439,46,8,0,69,69,69,0,0,0,0,0,"No",0,0.75,0.81,0,"No","No","No","Yes","No","No" +3173475,193,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2134438,6,8,0,28,64,98,7,27,67,94,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +1742508,4,2,7,56,80,112,11,14,25,25,0,"No",0,0.79,0.57,0,"Yes","No","Yes","Yes","No","No" +1773519,-10,8,83,131,245,378,26,28,135,199,67,"No",0,1,0.99,10,"No","No","No","Yes","No","No" +1418173,776,2,742,2448,5152,7888,906,2494,4581,6614,733,"No",0,0.97,0.97,0,"No","No","No","Yes","No","No" +1611428,0,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +2203400,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.64,0.61,0,"No","No","Yes","Yes","No","No" +1153584,26,10,0,0,0,0,3,5,6,6,1,"No",0,0.85,0.88,0,"No","No","Yes","Yes","No","No" +1263949,45,8,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.68,0,"Yes","No","No","Yes","No","No" +1611563,19,9,0,0,5,10,1,5,23,39,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1548259,2,3,0,10,15,25,5,21,38,46,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +2149270,1,2,0,0,1,1,1,1,1,2,0,"No",0,1,0.85,0,"No","No","No","Yes","No","Yes" +1658670,6,12,0,6,10,14,3,7,11,20,3,"No",0,0.35,0.51,0,"No","No","No","Yes","No","No" +3159339,24,NA,0,0,0,0,0,2,3,3,0,"No",0,-99,-99,0,"No","No","No","No","No","No" +2064064,0,12,0,4,6,9,1,4,6,8,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1600285,24,8,0,0,0,0,1,3,5,9,2,"No",0,0.96,0.92,0,"No","No","No","Yes","No","No" +1233804,15,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.69,0,"No","No","No","Yes","No","No" +1806321,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1444768,0,2,0,6,9,12,3,5,7,10,1,"No",0,0.97,0.97,0,"No","No","No","Yes","No","Yes" +2294585,4,8,0,48,96,152,5,29,44,48,0,"No",0,0.53,0.5,0,"No","No","Yes","Yes","No","Yes" +1809705,4,8,0,0,0,0,0,0,1,2,0,"No",0,0,0,0,"No","No","No","Yes","No","No" +1554502,1,2,0,25,45,70,5,16,29,32,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","Yes" +1932081,3,2,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1230458,14,2,0,0,0,0,0,0,4,6,0,"No",0,0.76,0.81,0,"No","No","No","Yes","No","No" +1920136,12,NA,0,0,0,0,0,0,1,1,3,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1984275,99,NA,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1256576,106,8,0,0,0,0,0,0,0,0,0,"No",0,0.39,0.62,0,"Yes","No","Yes","Yes","No","No" +3180494,49,8,0,0,0,14,7,19,32,45,0,"No",0,0.77,0.79,0,"No","No","No","Yes","No","No" +1886831,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2284547,33,8,1,0,15,45,8,21,44,57,15,"No",0,0.34,0.53,0,"No","No","Yes","Yes","No","Yes" +3082360,4,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1900771,0,2,0,307,307,307,0,0,0,0,0,"No",0,1,0.98,0,"Yes","No","No","Yes","No","No" +3177949,7,2,0,0,0,0,0,1,1,1,1,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +2931517,5,2,0,0,0,0,0,0,0,0,1,"No",0,0.88,0.63,0,"Yes","No","No","Yes","No","No" +2090698,103,2,0,0,0,0,0,1,1,1,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +2176505,0,2,0,6,12,12,4,8,8,8,0,"No",0,0.21,0.36,0,"Yes","No","No","Yes","No","Yes" +1473180,15,8,0,0,0,0,2,6,12,17,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2874803,24,8,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1480626,125,12,0,0,0,0,0,0,3,7,2,"No",0,0.23,0.4,0,"No","No","No","Yes","No","No" +1544757,8,8,8,0,0,0,0,3,6,13,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1664125,27,8,0,0,0,6,3,5,17,26,2,"No",0,0.61,0.58,0,"No","No","No","Yes","No","No" +2981698,3,8,0,0,0,0,0,0,0,2,0,"No",0,0.84,0.8,0,"No","No","No","Yes","No","No" +2095606,2,NA,0,0,0,0,0,1,1,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2274999,318,9,0,0,0,0,0,1,2,2,2,"No",0,0.94,0.79,0,"Yes","No","No","No","No","No" +1616734,7,4,0,6,12,15,4,10,11,14,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1227900,5,12,0,0,3,4,2,2,2,2,0,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +3037501,14,4,0,0,0,0,0,0,2,11,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1236853,22,8,2,479,845,989,19,119,354,563,0,"No",15,0.98,0.93,0,"No","No","No","Yes","No","Yes" +1203997,2,NA,0,0,0,0,0,2,3,3,1,"No",0,-99,-99,0,"No","No","No","No","No","No" +1872113,13535,8,0,0,0,0,0,0,0,0,0,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1418857,0,4,0,7,8,8,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +3039833,39,8,0,0,0,0,3,7,16,25,7,"No",0,1,1,0,"No","No","No","Yes","No","No" +3248558,5,2,0,0,0,0,0,0,0,0,0,"No",0,0.28,0.13,0,"Yes","No","No","Yes","No","No" +2106853,9,12,3,0,0,0,0,0,0,0,1,"No",0,0.48,0.48,0,"Yes","No","No","Yes","No","No" +1320141,0,8,0,0,15,15,0,0,0,0,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1521647,0,8,0,11,19,29,1,7,13,18,1,"No",0,0.83,0.83,0,"No","No","No","Yes","No","Yes" +1453318,17,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1576058,42,9,0,0,0,0,0,1,4,5,3,"No",0,0.96,0.96,0,"No","No","Yes","Yes","No","No" +1222309,7,9,4,0,6,18,4,15,22,29,2,"No",0,0.69,0.68,0,"No","No","No","Yes","No","No" +1225277,0,8,0,0,0,0,0,0,0,0,1,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +3037113,56,2,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"Yes","No","No","Yes","No","No" +2848189,188,8,0,100,200,300,20,56,205,346,26,"No",0,0.78,0.8,0,"No","No","No","Yes","No","No" +1945143,1,8,0,3,6,8,1,4,4,6,0,"No",0,0.87,0.93,0,"No","No","No","Yes","No","Yes" +1999404,514,2,54,0,0,378,2,713,1418,1658,209,"No",0,0.97,0.98,134,"No","No","No","Yes","No","Yes" +3142684,8,8,0,0,1,1,0,1,5,15,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1602033,15,2,0,0,0,0,0,0,1,1,0,"No",0,0.27,0.5,0,"Yes","No","No","Yes","No","No" +2948224,73,8,11,208,208,416,26,88,173,235,35,"No",0,0.52,0.51,0,"No","No","No","Yes","No","No" +2271384,5,8,0,0,0,1,0,1,3,4,0,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +3040029,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2276556,53,4,33,13,52,78,15,51,109,167,12,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1989718,8,8,0,0,0,2,0,2,3,9,3,"No",0,0.88,0.9,0,"No","No","Yes","Yes","No","No" +2174206,14,2,0,0,0,0,0,0,4,5,0,"No",0,0.9,0.95,0,"Yes","No","No","Yes","No","Yes" +2242915,8,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"Yes","No","No","Yes","No","No" +2957566,14,8,0,0,0,0,1,3,8,9,0,"No",0,0.98,0.98,0,"Yes","No","No","Yes","No","No" +1400507,9,12,0,0,0,0,1,2,7,10,0,"No",0,0.76,0.78,0,"No","No","No","Yes","No","No" +3218259,10,2,0,0,0,0,0,0,0,1,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1834482,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.78,0,"No","No","No","Yes","No","No" +2900385,610,8,16,0,0,0,59,129,212,324,129,"No",0,0.85,0.8,0,"No","No","No","Yes","No","No" +2046497,1614,4,0,5454,11448,17280,2065,6423,13273,19647,964,"No",540,0.7,0.64,0,"No","No","No","No","No","No" +1346720,4,2,6,30,60,84,10,20,41,76,0,"No",0,0.96,0.91,0,"No","No","No","Yes","No","No" +3191475,134,16,0,0,0,0,2,24,51,74,19,"No",0,0.73,0.7,0,"No","No","No","Yes","No","No" +3130363,2,8,0,25,25,25,0,0,2,2,1,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +3149974,15,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1390362,0,5,0,16,16,16,1,1,1,1,0,"No",0,0.68,0.69,0,"Yes","No","Yes","Yes","No","Yes" +3279805,20,2,0,30,40,50,4,11,25,34,1,"No",0,0.37,0.33,0,"No","No","Yes","Yes","No","No" +1771889,36,8,0,0,0,0,0,0,0,0,0,"No",0,0.57,0.74,0,"No","No","No","Yes","No","No" +3127578,552,52,0,0,0,0,0,0,24,54,1,"No",0,0.7,0.63,0,"Yes","No","No","Yes","No","No" +1643440,0,8,0,1,1,2,0,1,1,2,1,"No",0,0.43,0.46,0,"No","No","No","Yes","No","Yes" +3264932,1279,8,0,0,0,0,0,0,0,0,0,"No",0,0.12,0.12,0,"No","No","No","Yes","No","No" +2233068,323,8,0,0,44,158,6,81,323,425,82,"No",0,0.87,0.91,0,"No","No","No","Yes","No","No" +3163484,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2310620,2,2,0,0,0,2,0,0,1,1,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1732432,219,2,0,0,0,0,0,6,15,22,3,"No",0,0.93,0.85,0,"No","No","No","Yes","No","No" +1842337,0,2,0,4,7,8,0,0,0,0,0,"No",0,0.42,0.36,0,"No","No","Yes","Yes","No","No" +1659716,14,2,0,0,0,0,0,0,1,3,0,"No",0,0.8,0.6,0,"Yes","No","Yes","Yes","No","No" +2279811,7,2,0,40,70,100,6,19,41,55,0,"No",0,0.37,0.33,0,"No","No","Yes","Yes","No","No" +2040665,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2850002,24,8,0,25,50,65,16,26,46,68,3,"No",0,0.92,0.89,0,"No","No","No","Yes","No","No" +3253089,434,52,0,0,0,0,6,31,63,95,0,"No",0,1,0.99,0,"Yes","No","No","Yes","No","No" +1722415,23,NA,0,0,0,0,0,0,0,0,2,"No",0,-99,-99,0,"Yes","No","Yes","Yes","No","No" +1976094,2,2,0,10,10,10,1,6,6,6,1,"No",10,0.85,0.8,0,"Yes","No","No","Yes","No","No" +1215359,15,8,0,0,0,0,1,3,7,17,4,"No",0,0.64,0.67,0,"No","No","No","Yes","No","No" +1602450,0,8,0,1,1,1,1,1,1,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","Yes" +2058851,0,2,0,0,0,0,1,3,3,5,0,"No",0,0.89,0.89,0,"No","No","No","Yes","No","Yes" +1303417,82,8,5,90,150,240,32,69,119,185,34,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1272383,21,4,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3052564,96,2,7,0,230,230,11,39,78,114,4,"No",0,0.72,0.69,0,"No","No","Yes","Yes","No","No" +1899496,965,8,57,800,800,1600,135,531,1119,1711,311,"No",0,0.73,0.6,0,"No","No","No","Yes","No","No" +1318068,3,3,0,5,10,10,3,5,12,17,0,"No",0,0.42,0.46,0,"No","No","No","Yes","No","Yes" +1339266,16,12,0,0,21,30,3,8,16,30,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1387580,194,NA,0,0,0,0,0,2,4,7,13,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1219868,163,4,166,182,347,455,48,139,286,464,34,"No",0,0.77,0.8,0,"No","No","No","Yes","No","No" +3148821,3,NA,0,0,0,0,1,2,3,6,1,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +1423262,373,8,55,612,648,1008,65,370,899,1359,93,"No",0,0.65,0.67,0,"Yes","No","No","Yes","No","No" +1685283,2,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2126211,2,12,0,0,0,0,0,0,0,1,0,"No",0,0.8,0.77,0,"No","No","No","Yes","No","No" +1993226,41,8,0,0,0,0,2,2,3,6,1,"No",0,0.27,0.21,0,"No","No","Yes","Yes","No","No" +2148910,25,8,0,0,0,0,2,4,6,8,0,"No",0,0.98,0.99,0,"Yes","No","No","Yes","No","No" +1914808,26,8,0,0,0,0,0,0,0,0,1,"No",0,0.57,0.74,0,"No","No","No","Yes","No","No" +1529920,797,8,0,0,0,0,0,0,0,0,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1425962,107,2,0,0,0,0,2,14,213,333,0,"No",0,0.77,0.62,0,"No","No","Yes","Yes","No","No" +1475844,243,52,0,0,0,0,4,12,27,46,1,"No",0,0.93,0.96,0,"Yes","No","No","Yes","No","No" +1702401,4,2,0,0,0,1,3,9,10,11,0,"No",0,0.91,0.94,0,"No","No","No","Yes","No","Yes" +2026138,34,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","No" +1297476,72,0,0,0,0,0,1,2,3,3,1,"No",0,0,0,0,"No","No","No","No","No","No" +2841969,0,8,0,9,9,9,0,2,5,9,1,"No",0,0.08,0.03,0,"No","No","No","Yes","No","Yes" +1871647,15,12,0,0,0,0,0,0,0,0,1,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +1897706,1,10,0,1,1,2,0,1,1,2,0,"No",1,0.89,0.9,0,"No","No","No","Yes","No","No" +1417232,28,9,0,0,0,0,0,0,0,0,0,"No",0,0.86,0.84,0,"No","No","No","Yes","No","No" +2867442,3,12,0,1,2,4,0,1,3,4,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1923265,6,8,0,1,1,1,1,1,3,7,1,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1221565,0,2,0,11,11,11,0,0,0,0,0,"No",0,0.08,0.16,0,"Yes","No","No","Yes","No","Yes" +1422771,10,12,10,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +1777894,40,8,0,0,0,0,3,9,28,46,0,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1685564,5,8,0,25,25,38,6,18,34,50,0,"No",0,0.72,0.72,0,"No","No","No","Yes","No","Yes" +1860094,10,2,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.98,0,"No","No","Yes","Yes","No","No" +1730337,11,10,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +2932341,8,8,0,0,0,0,3,6,18,24,1,"No",0,0.86,0.89,0,"Yes","No","No","Yes","No","No" +1207117,718,9,0,0,0,0,0,1,2,4,2,"No",0,0.91,0.74,0,"Yes","No","Yes","Yes","No","No" +2159903,-43,NA,1,0,0,0,26,106,213,339,30,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +3081861,1,12,0,217,476,611,44,164,645,837,71,"No",0,0.73,0.79,0,"No","No","Yes","Yes","No","Yes" +3000119,57,12,16,308,536,788,91,229,419,565,42,"No",0,0.66,0.67,0,"No","No","No","Yes","No","No" +2822740,6,8,0,0,0,2,1,1,3,4,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +1485261,10,12,0,75,147,219,19,83,176,284,24,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +3202329,8,8,0,0,0,0,0,0,1,1,0,"No",0,0.37,0.34,0,"No","No","No","Yes","No","No" +2980717,0,2,5,0,2,2,0,0,0,0,0,"No",0,0.54,0.56,0,"Yes","No","No","Yes","No","No" +3167120,0,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +2949963,2,8,0,2,4,6,0,2,4,4,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +3058681,7,8,0,0,0,0,0,0,0,0,1,"No",0,0.82,0.84,0,"No","No","No","Yes","No","No" +1666955,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.41,0.44,0,"No","No","No","Yes","No","No" +2075149,33,10,0,0,0,0,12,15,19,22,5,"No",0,0.89,0.9,0,"No","No","No","Yes","No","No" +1584077,1,8,1,20,20,24,2,10,23,28,1,"No",12,0.96,0.96,0,"No","No","No","Yes","No","No" +2271580,0,8,0,0,0,0,0,0,0,0,0,"No",0,0.5,0.52,0,"No","No","No","Yes","No","No" +1554239,2101,2,0,0,0,0,209,588,1250,2066,88,"No",0,0.81,0.87,0,"No","No","No","Yes","No","No" +1751599,0,12,0,2,2,2,0,0,0,0,0,"No",0,0.63,0.72,0,"Yes","No","No","Yes","No","No" +1615954,4,2,0,0,0,0,0,0,0,0,1,"No",0,0.69,0.64,0,"Yes","No","Yes","Yes","No","No" +2215821,7,2,0,0,0,0,1,1,3,4,0,"No",0,0.9,0.82,0,"Yes","No","No","Yes","No","No" +2217801,26,14,0,0,0,0,0,0,0,0,2,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +3153573,80,8,0,0,0,0,0,5,11,19,14,"No",0,-99,-99,0,"Yes","No","Yes","No","No","No" +1123269,46,NA,0,0,0,0,0,1,1,1,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2204413,81,9,0,0,0,0,3,3,3,3,0,"No",0,0.7,0.66,0,"No","No","No","Yes","No","No" +3272244,11,2,0,0,0,0,0,0,0,2,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +1831597,252,8,2,307,534,791,111,311,616,940,91,"No",0,0.67,0.78,0,"No","No","Yes","Yes","No","No" +3186247,4,8,0,0,0,0,0,0,0,0,2,"No",0,0.1,0.11,0,"No","No","No","Yes","No","No" +2175593,0,8,490,1573,1774,1774,0,0,0,0,277,"No",0,0.86,0.68,0,"Yes","No","Yes","Yes","No","No" +1853678,89,8,2,24,64,104,9,39,83,133,41,"No",0,0.75,0.86,0,"No","No","No","Yes","No","No" +1998874,1,12,1,1,1,2,0,0,2,2,0,"No",0,0.74,0.74,0,"No","No","Yes","Yes","No","No" +1885362,0,2,0,4,7,9,0,0,0,0,0,"No",0,0.66,0.69,0,"No","No","Yes","Yes","No","No" +3242886,3,12,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.79,0,"No","No","No","Yes","No","No" +1475333,5,12,0,0,0,0,0,0,0,1,2,"No",0,0.23,0.4,0,"No","No","No","Yes","No","No" +1401812,315,12,0,0,0,0,0,0,0,0,0,"No",0,0.93,0.89,0,"No","No","Yes","Yes","No","No" +1530811,0,8,0,10,10,10,1,3,6,12,4,"No",0,0,0,0,"No","No","No","Yes","No","No" +1713323,0,12,0,8,11,17,0,3,10,13,1,"No",0,0.78,0.78,0,"No","No","No","Yes","No","Yes" +1997792,52,14,5,15,30,60,11,32,76,118,21,"No",0,0.68,0.69,0,"No","No","Yes","Yes","No","No" +1586064,1,9,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.66,0,"No","No","No","Yes","No","No" +2906171,205,2,4,179,412,579,26,110,297,463,37,"No",0,1,0.94,0,"No","No","No","Yes","No","No" +1879040,0,NA,0,0,0,0,1,2,2,4,2,"No",0,-99,-99,0,"No","No","No","No","No","Yes" +1844148,0,4,0,32,40,43,0,2,2,8,0,"No",0,0.79,0.66,0,"No","No","No","Yes","No","Yes" +2248555,9,2,0,20,50,75,8,23,46,68,0,"No",0,0.99,0.95,0,"No","No","No","Yes","No","No" +1555274,75,8,1,24,54,54,11,27,60,105,18,"No",0,0.82,0.78,0,"No","No","No","Yes","No","No" +1616822,10,12,0,0,0,0,0,0,0,0,1,"No",0,0.58,0.58,0,"Yes","No","No","Yes","No","No" +2176997,658,8,350,1400,3850,5550,0,0,0,0,0,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +2192014,395,9,0,0,0,0,36,65,106,210,9,"No",0,0.94,0.79,0,"No","No","No","Yes","No","No" +1380492,0,8,0,8,8,8,0,0,0,0,4,"No",0,0.79,0.71,0,"Yes","No","Yes","Yes","No","Yes" +2073251,0,8,0,0,0,0,2,2,3,3,0,"No",0,0.92,0.92,0,"Yes","No","No","Yes","No","No" +1757718,21,8,0,0,0,0,0,0,0,1,2,"No",0,0.97,0.98,0,"No","No","No","Yes","No","No" +1295419,643,8,295,1000,2400,3800,563,1286,2901,3812,622,"No",0,0.68,0.81,0,"No","No","No","Yes","No","No" +2988073,30,2,57,22,44,66,23,52,83,115,28,"No",0,0.98,0.98,0,"No","No","Yes","Yes","No","No" +1564314,696,8,8,1077,1677,2127,369,881,1420,1991,355,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1845655,31,2,0,0,0,0,0,1,10,13,1,"No",0,0.91,0.68,0,"No","No","No","Yes","No","Yes" +1132780,118,2,42,270,540,765,101,261,482,740,61,"No",0,1,1,0,"No","No","No","Yes","No","No" +1139625,583,8,0,0,280,280,0,147,248,282,31,"No",0,1,0.95,0,"No","No","No","Yes","No","No" +1546675,0,3,0,30,30,30,0,0,0,0,0,"No",0,0.43,0.46,0,"Yes","No","Yes","Yes","No","Yes" +1694005,0,2,0,42,42,42,0,0,0,0,1,"No",0,0.65,0.37,0,"Yes","No","No","Yes","No","No" +1561981,1,8,0,24,39,51,7,19,33,54,26,"No",0,0.95,0.95,0,"No","No","No","Yes","No","Yes" +3137497,319,2,0,0,0,0,0,5,5,7,0,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +2870090,305,4,88,140,280,420,136,304,626,946,34,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1922148,7,8,0,0,0,0,4,5,12,15,1,"No",0,0.77,0.8,0,"Yes","No","No","Yes","No","No" +2959418,53,8,1,30,30,30,1,15,51,84,13,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +3261986,6,4,0,0,0,1,2,3,6,8,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1661787,1,8,0,0,0,0,0,0,2,2,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1600098,29,2,0,0,12,24,4,11,25,47,3,"No",0,1,1,0,"No","No","No","Yes","No","No" +1706598,14,2,0,0,0,0,0,0,0,0,0,"No",0,0.32,0.27,0,"Yes","No","No","Yes","No","No" +1138327,3,2,0,0,0,0,0,0,0,0,1,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +2314508,5000,52,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.87,0,"Yes","No","No","No","No","No" +3209950,11,2,0,6,12,18,3,5,7,10,1,"No",0,0.01,0.12,0,"No","No","No","Yes","No","No" +1913923,19,8,0,0,0,0,8,8,16,16,0,"No",0,0.37,0.6,0,"No","No","Yes","Yes","No","No" +1697978,0,9,0,0,0,0,0,0,0,0,0,"No",0,0.94,0.9,0,"No","No","No","Yes","No","No" +1621574,9,8,0,0,0,0,0,1,3,5,0,"No",0,0.97,0.9,0,"No","No","No","Yes","No","No" +1759832,40,4,0,0,0,0,2,2,3,3,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1162290,3,12,0,0,0,0,0,0,1,2,2,"No",0,0.77,0.78,0,"Yes","No","No","Yes","No","No" +1183584,5,8,0,0,0,1,6,11,11,11,0,"No",0,0.96,0.97,0,"No","No","No","Yes","No","No" +1141900,0,2,0,20,24,24,0,0,0,0,0,"No",0,0.75,0.74,0,"Yes","No","No","Yes","No","Yes" +3205309,12,4,0,0,0,0,0,0,0,0,1,"No",0,0.22,0.15,0,"Yes","No","No","Yes","No","No" +1285772,4,8,0,20,20,20,3,4,8,16,1,"No",0,0.82,0.79,0,"No","No","No","Yes","No","Yes" +1781436,2,9,0,9,15,21,1,6,12,19,4,"No",0,0.43,0.45,0,"No","No","No","Yes","No","Yes" +1540265,0,2,0,29,29,29,0,0,0,0,0,"No",0,0.51,0.53,0,"No","No","No","Yes","No","Yes" +1518447,30,8,0,0,0,0,2,4,10,14,4,"No",0,0.46,0.61,0,"No","No","No","Yes","No","No" +1651520,5,8,0,0,0,1,1,5,7,9,0,"No",0,0.82,0.9,0,"No","No","No","Yes","No","No" +1359242,-340,8,2,1552,2358,3088,223,792,1536,2189,190,"No",0,0.14,0.14,340,"No","No","Yes","Yes","No","Yes" +2081690,-34,8,0,7800,12900,17700,0,0,0,0,0,"No",300,0,0,0,"No","No","No","Yes","No","Yes" +2097955,1,8,1,2,4,6,0,2,4,6,0,"No",0,0.99,0.99,0,"No","No","Yes","Yes","No","No" +1314725,2,8,0,20,20,20,2,4,8,11,0,"No",0,0.52,0.46,0,"No","No","Yes","Yes","No","Yes" +1756146,55,2,0,20,40,45,45,45,72,169,18,"No",0,0.95,0.96,0,"No","No","No","Yes","No","Yes" +2908095,1757,8,872,1206,1206,2412,342,1052,2029,3038,323,"No",0,0.95,0.95,0,"No","No","No","Yes","No","No" +1827056,1,2,0,0,1,1,0,0,0,0,1,"No",0,0.93,0.93,0,"No","No","No","Yes","No","Yes" +2935160,9,2,0,37,72,100,15,33,55,82,7,"No",0,1,0.93,0,"No","No","No","Yes","No","Yes" +1589440,37,8,0,0,0,0,0,0,1,1,2,"No",0,0.05,0.12,0,"No","No","Yes","Yes","No","No" +1192931,2,8,0,0,0,0,0,0,1,2,0,"No",0,0.46,0.35,0,"Yes","No","No","Yes","No","No" +1700935,23,2,0,16,32,64,1,1,1,1,0,"No",0,0.98,0.97,0,"No","No","No","Yes","No","No" +2962297,809,52,0,0,0,0,22,108,260,432,0,"No",0,0.95,0.95,0,"Yes","No","No","Yes","No","No" +1485290,87,8,22,147,279,399,34,124,243,372,60,"No",9,0.93,0.91,0,"No","No","No","Yes","No","No" +1915346,11,8,0,0,0,0,1,3,3,8,0,"No",0,0.51,0.53,0,"Yes","No","No","Yes","No","No" +1257537,-6,8,0,33,33,33,4,9,17,43,11,"No",0,0.79,0.66,6,"No","No","No","Yes","No","Yes" +1268810,4815,8,0,0,0,0,0,5,11,36,0,"No",0,0.64,0.8,0,"No","No","No","Yes","No","No" +2132227,0,8,0,2,3,5,0,0,0,0,0,"No",0,0.99,0.99,0,"Yes","No","No","Yes","No","No" +1701405,10096,NA,0,0,0,0,0,6,8,18,6,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1802980,0,2,10,16,16,16,10,25,30,30,0,"No",0,0.24,0.28,0,"Yes","No","No","Yes","No","Yes" +1911592,0,8,0,3,4,5,3,4,4,4,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +3153990,6,12,0,0,0,0,0,0,0,1,0,"No",0,0.57,0.68,0,"No","No","No","Yes","No","No" +3248831,20,8,0,45,45,45,0,0,1,2,0,"No",0,0.5,0.52,0,"Yes","No","No","No","No","No" +2866665,15,12,6,0,0,0,7,14,29,43,0,"No",0,0.8,0.78,0,"No","No","No","Yes","No","No" +1635738,247,NA,0,0,0,0,0,0,2,3,2,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2886011,2,12,0,0,0,0,0,0,1,2,0,"No",0,1,1,0,"No","No","No","Yes","No","No" +2875596,22,8,10,618,978,1410,106,347,537,758,95,"No",0,0.41,0.46,0,"No","No","Yes","Yes","No","Yes" +1805858,6,12,48,384,672,864,204,442,658,922,61,"No",0,0.98,0.97,7,"No","No","No","Yes","No","Yes" +2969765,2701,8,707,1205,1205,2410,367,1004,1706,2676,378,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2886633,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.56,0.58,0,"No","No","Yes","Yes","No","No" +2226184,0,2,0,6,6,12,2,4,5,6,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","Yes" +1173533,13,8,7,131,175,219,93,139,165,185,39,"No",0,0.78,0.73,0,"No","No","Yes","Yes","No","Yes" +2281024,10,2,28,8,56,88,7,24,60,88,0,"No",0,0.78,0.76,0,"No","No","Yes","Yes","No","No" +2147188,2,9,0,0,0,1,0,0,1,1,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +3012245,6,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1602748,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.63,0.72,0,"No","No","No","Yes","No","No" +2279724,3,8,0,0,0,0,0,0,0,0,1,"No",0,0.93,0.87,0,"No","No","No","Yes","No","No" +2074056,0,8,0,2,3,4,2,2,3,5,0,"No",0,0,0,0,"No","No","No","Yes","No","Yes" +1750541,-9,2,0,50,54,60,5,13,43,58,4,"No",0,0.13,0.09,10,"No","No","Yes","Yes","No","No" +2851664,28,2,0,72,102,144,10,40,65,135,12,"No",0,0.78,0.75,0,"No","No","No","Yes","No","No" +3205753,0,8,33,31,31,31,0,0,0,0,0,"No",0,0.95,0.97,0,"No","No","No","Yes","No","No" +2014073,303,2,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.74,0,"No","No","No","Yes","No","No" +1559428,5,12,0,1,3,5,0,3,6,6,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","No" +1333537,-1,8,1,2,5,6,2,5,8,14,1,"No",0,0.94,0.95,1,"No","No","No","Yes","No","Yes" +1792234,378,8,3,390,702,936,89,261,557,1044,177,"No",0,0.84,0.82,0,"No","No","No","Yes","No","No" +1820932,4,8,0,0,0,0,0,0,0,2,0,"No",0,0.8,0.82,0,"No","No","No","Yes","No","No" +1984957,7,2,0,0,0,0,1,3,3,3,0,"No",0,0.99,0.96,0,"No","No","No","Yes","No","No" +1578067,30,8,0,54,87,109,13,42,89,121,16,"No",12,0.78,0.74,0,"No","No","No","Yes","No","No" +3015499,10,14,0,0,0,0,0,0,0,0,0,"No",0,1,0.97,0,"No","No","No","Yes","No","No" +2062906,10,8,0,8,8,8,3,9,16,23,0,"No",0,0.82,0.88,0,"No","No","No","Yes","No","No" +1383217,0,12,0,1,1,1,0,0,0,0,0,"No",0,0.78,0.78,0,"Yes","No","Yes","Yes","No","Yes" +2130523,3,8,0,7,7,14,5,7,14,16,0,"No",0,1,1,0,"No","No","No","Yes","No","Yes" +2076978,3,8,0,0,0,0,1,10,18,31,1,"No",0,0.93,0.97,0,"Yes","No","No","Yes","No","No" +1374626,23,8,0,0,0,0,0,0,0,1,0,"No",0,0.81,0.88,0,"No","No","No","Yes","No","No" +2209019,280,8,0,950,950,950,70,308,555,773,265,"No",0,0.75,0.7,0,"No","No","No","No","No","No" +1630660,0,12,0,9,9,9,1,8,9,18,0,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","Yes" +1749420,316,8,0,0,0,0,4,9,25,43,20,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1292126,5,8,0,6,15,25,6,12,15,16,0,"No",0,0.48,0.53,0,"No","No","No","Yes","No","Yes" +2041286,55,8,12,356,652,976,92,310,645,901,37,"No",36,0.66,0.69,0,"No","No","No","Yes","No","Yes" +1247285,6,8,0,0,0,1,2,3,8,10,0,"No",0,0.75,0.74,0,"No","No","No","Yes","No","No" +2991402,8,52,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1124380,507,8,233,520,1500,2320,112,640,1493,2354,307,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +3073894,12,12,0,0,0,0,0,2,2,4,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2150550,44,NA,0,0,0,0,0,2,5,5,7,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +2194817,14,8,0,0,0,0,0,0,0,1,0,"No",0,0.9,0.95,0,"No","No","No","Yes","No","No" +3010760,0,2,0,24,24,24,0,0,0,0,0,"No",0,0.79,0.71,0,"Yes","No","Yes","Yes","No","No" +1389400,236,8,77,502,902,1202,182,413,746,1146,106,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +3217731,16,4,0,0,0,0,0,5,10,25,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +3174774,4,2,0,12,12,20,3,10,17,31,0,"No",12,0.82,0.81,0,"No","No","No","Yes","No","Yes" +2175623,1,8,0,0,0,0,0,0,0,0,0,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +1413828,8,8,12,0,8,11,6,17,25,34,9,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +2888801,0,0,0,9,17,25,5,7,16,17,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +1351931,12,2,0,0,0,0,0,0,0,0,0,"No",0,0.78,0.88,0,"No","No","No","Yes","No","No" +1981750,0,2,0,17,35,35,0,0,0,0,2,"No",0,0.45,0.45,0,"Yes","No","No","Yes","No","Yes" +2952456,0,4,0,0,0,0,0,0,0,0,0,"No",0,0.73,0.78,0,"No","No","No","Yes","No","No" +1447061,0,8,0,24,36,36,0,12,23,37,9,"No",0,0.99,0.98,0,"No","No","No","Yes","No","Yes" +1147175,7,12,0,0,0,0,0,1,2,2,0,"No",0,0.47,0.39,0,"No","No","No","Yes","No","No" +3042061,2,6,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.66,0,"Yes","No","No","Yes","No","No" +1969679,14,2,0,0,0,0,1,2,20,20,0,"No",0,1,0.99,0,"No","No","No","Yes","No","No" +1673644,6362,4,555,3120,6830,12415,1796,6664,11606,19180,2043,"No",0,0.91,0.93,0,"No","No","No","Yes","No","No" +1125470,19,12,1,0,0,0,1,1,4,4,0,"No",0,0.82,0.79,0,"Yes","No","No","Yes","No","No" +3000638,312,9,0,0,0,0,0,8,20,25,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +2820315,12,2,0,0,0,0,0,0,1,1,0,"No",0,0.59,0.57,0,"Yes","No","No","Yes","No","No" +2242001,10,2,0,0,0,0,0,0,0,0,0,"No",0,0.83,0.85,0,"Yes","No","No","Yes","No","No" +1271001,124,8,2,0,154,154,14,40,75,137,24,"No",0,0.92,0.95,0,"No","No","No","Yes","No","No" +2117765,10,NA,0,0,0,0,0,0,0,2,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1595009,19,NA,0,0,0,0,9,26,54,88,33,"No",0,-99,-99,0,"No","No","No","No","No","No" +1885486,5,8,0,3,3,6,0,7,9,21,0,"No",0,0.96,0.96,0,"No","No","No","Yes","No","Yes" +2876130,18,2,0,0,0,0,0,1,1,1,0,"No",0,0.83,0.69,0,"No","No","No","Yes","No","No" +1265438,650,4,228,715,1573,2431,310,944,1766,2691,249,"No",0,0.97,0.91,0,"No","No","No","Yes","No","No" +3217216,10,8,0,0,0,0,0,0,0,0,0,"No",0,0,0,0,"No","No","Yes","Yes","No","No" +1366157,14,8,0,0,0,0,0,0,0,0,1,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +1673470,151,8,4,0,510,510,22,54,108,167,28,"No",0,0.5,0.33,0,"No","No","Yes","Yes","No","No" +2878105,5,8,0,108,108,108,0,3,14,24,1,"No",0,0.98,0.99,0,"No","No","No","Yes","No","No" +1125031,2,8,3,9,15,21,3,11,16,28,6,"No",0,1,0.99,0,"No","No","No","Yes","No","Yes" +1790950,70,8,0,0,0,0,1,3,5,13,4,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1339127,18,12,0,24,48,48,6,20,49,70,0,"No",0,0.98,0.96,0,"No","No","No","Yes","No","No" +1707774,2,8,0,14,17,23,1,7,9,14,0,"No",0,0.42,0.36,0,"No","No","No","Yes","No","Yes" +2042141,25,8,0,0,0,0,1,3,8,13,1,"No",0,0.97,0.95,0,"No","No","No","Yes","No","No" +1984125,65,6,0,141,295,446,34,159,338,502,40,"No",0,0.78,0.78,0,"No","No","Yes","Yes","No","No" +1668749,2,4,0,0,0,0,0,0,0,0,0,"No",0,0.43,0.45,0,"Yes","No","No","Yes","No","No" +3251712,22,9,0,0,0,0,0,1,2,2,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1374353,212,2,0,0,0,0,5,24,45,72,0,"No",0,0.97,0.93,0,"No","No","No","Yes","No","No" +2812529,57,8,58,190,316,442,40,128,252,415,39,"No",0,1,1,0,"No","No","No","Yes","No","No" +1696558,778,8,172,560,1040,1960,406,1250,2252,3086,355,"No",0,0.93,0.95,0,"No","No","No","Yes","No","No" +3172859,36,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","No","Yes","No","No" +1814328,287,8,45,155,331,483,47,201,435,718,61,"No",0,0.95,0.96,0,"No","No","No","Yes","No","No" +3181630,1260,8,0,0,0,0,52,242,535,1239,91,"No",0,0.79,0.61,2,"No","No","No","Yes","No","No" +1486155,7,0,0,2,8,16,1,8,11,11,1,"No",0,0,0,0,"No","No","Yes","No","No","Yes" +3038918,3,8,0,0,0,0,0,0,0,0,0,"No",0,0.79,0.87,0,"No","No","No","Yes","No","No" +1466862,0,2,0,28,49,53,0,0,0,0,1,"No",0,0.89,0.78,0,"Yes","No","No","Yes","No","Yes" +1227564,2,12,0,0,0,0,0,0,0,0,0,"No",0,0.62,0.73,0,"No","No","No","Yes","No","No" +1404602,4,8,0,0,0,0,0,0,2,3,0,"No",0,0.99,0.99,0,"No","No","No","Yes","No","No" +2959425,-84,8,2,268,375,531,159,272,512,658,36,"No",0,0.18,0.38,97,"No","No","Yes","Yes","No","No" +1902451,5,12,0,0,0,0,0,2,3,3,0,"No",0,0.78,0.78,0,"Yes","No","No","Yes","No","No" +1251561,0,NA,0,0,0,0,0,0,0,0,0,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1773537,15,2,0,0,0,0,1,2,3,8,1,"No",0,1,0.87,0,"Yes","No","Yes","Yes","No","No" +2817412,1,NA,0,3,7,9,1,3,5,9,1,"No",0,-99,-99,0,"No","No","No","Yes","No","No" +1905788,48,8,0,0,0,0,0,0,0,0,0,"No",0,0.99,0.97,0,"No","No","No","Yes","No","No" +1374773,22,8,0,0,6,12,1,3,4,6,1,"No",0,0.95,0.96,0,"No","No","Yes","Yes","No","No" +1657649,7,8,0,0,0,0,0,0,0,0,0,"No",0,0.82,0.75,0,"No","No","No","Yes","No","No" +3187462,3,0,0,0,0,0,0,0,0,0,1,"No",0,0,0,0,"No","No","No","No","No","No" +1387930,31,2,0,0,0,0,0,0,0,0,0,"No",0,0.68,0.64,0,"No","No","No","Yes","No","No" +1369461,18,8,0,0,0,0,0,0,0,0,0,"No",0,0.89,0.93,0,"No","No","No","Yes","No","No" +2018688,45,NA,0,0,0,0,9,37,92,144,16,"No",0,-99,-99,0,"No","No","Yes","No","No","No" +2933368,3,2,1,2,4,4,0,0,0,0,0,"No",0,0.82,0.89,0,"Yes","No","No","Yes","No","No" +2023219,0,8,0,10,14,18,6,12,13,14,0,"No",0,0.78,0.86,0,"No","No","No","Yes","No","Yes" +2969825,5,12,0,0,0,0,0,0,0,0,0,"No",0,0.77,0.73,0,"Yes","No","No","Yes","No","No" +1580243,121,8,0,0,0,0,0,1,1,3,0,"No",0,0.99,0.98,0,"No","No","No","Yes","No","No" +1687200,0,NA,0,3,3,3,0,0,0,0,0,"No",0,-99,-99,0,"Yes","No","Yes","No","No","Yes" +2970351,74,9,0,0,0,0,0,0,0,0,0,"No",0,0.85,0.82,0,"No","No","No","Yes","No","No" +1453874,80,2,0,0,0,0,7,8,9,15,3,"No",0,1,0.91,0,"Yes","No","No","Yes","No","No" +1397275,6,8,0,24,24,24,0,7,9,12,1,"No",0,0.98,0.98,0,"No","No","No","Yes","No","No" +3072139,130,2,0,40,80,140,18,108,230,317,34,"No",0,0.51,0.28,0,"No","No","No","Yes","No","No" +1909363,135,9,0,0,0,0,10,40,65,89,2,"No",0,1,0.99,0,"No","No","Yes","Yes","No","No" +1845783,63,NA,0,0,0,0,452,1715,3425,4864,542,"No",0,-99,-99,1,"No","No","No","No","No","Yes" +1200539,0,2,0,8,8,8,0,1,1,1,0,"No",0,0.79,0.78,0,"Yes","No","No","Yes","No","Yes" diff --git a/Quantum-Supply-Chain-Manager/dataset/classic_test.csv b/Quantum-Supply-Chain-Manager/dataset/classic_test.csv new file mode 100644 index 0000000..41fbe50 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/dataset/classic_test.csv @@ -0,0 +1,6160 @@ +0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,0 +6.0,8.0,0.0,0.0,0.0,0.0,0.0,2.0,4.0,6.0,5.0,0.0,0.98,0.99,0.0,1.0,0 +563.0,0.0,43.0,1080.0,1320.0,1320.0,120.0,367.0,727.0,1104.0,119.0,0.0,0.0,0.0,0.0,1.0,0 +0.0,2.0,0.0,11.0,11.0,11.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0 +16.0,8.0,0.0,0.0,4.0,12.0,1.0,7.0,12.0,24.0,0.0,0.0,0.95,0.96,0.0,1.0,0 +82.0,8.0,35.0,208.0,409.0,604.0,110.0,258.0,464.0,728.0,59.0,0.0,0.73,0.7,0.0,1.0,0 +413.0,2.0,91.0,189.0,441.0,630.0,98.0,281.0,547.0,782.0,117.0,0.0,0.95,0.96,0.0,1.0,0 +2.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.91,0.0,1.0,0 +64.0,8.0,0.0,0.0,0.0,100.0,5.0,49.0,68.0,98.0,0.0,0.0,0.98,0.99,0.0,1.0,0 +34.0,8.0,0.0,0.0,0.0,0.0,0.0,2.0,5.0,6.0,1.0,0.0,0.98,0.99,0.0,1.0,0 +0.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.84,0.82,0.0,1.0,0 +34.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.73,0.79,0.0,1.0,0 +2.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.73,0.76,0.0,1.0,0 +1.0,12.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.57,0.68,0.0,1.0,0 +27.0,12.0,0.0,1.0,1.0,1.0,1.0,4.0,15.0,24.0,0.0,0.0,0.74,0.74,0.0,1.0,0 +30.0,8.0,0.0,9.0,33.0,42.0,10.0,20.0,40.0,72.0,5.0,0.0,0.99,0.99,0.0,1.0,0 +462.0,2.0,0.0,0.0,0.0,0.0,8.0,33.0,307.0,328.0,56.0,0.0,0.76,0.8,0.0,1.0,0 +0.0,8.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.82,0.92,0.0,1.0,0 +2635.0,8.0,0.0,0.0,0.0,0.0,50.0,132.0,276.0,441.0,60.0,0.0,1.0,1.0,0.0,1.0,0 +137.0,8.0,0.0,52.0,147.0,267.0,24.0,92.0,199.0,330.0,42.0,0.0,0.93,0.89,0.0,1.0,0 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+ "source": [ + "# Quantum model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the classical fair model, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pennyane" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Callign the dependencies fro mpennylane the optimizers, and methods to generate a quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Init the device that called the backend default.qubit and using 4 qubits" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "n_wires = 4\n", + "dev = qml.device(\"default.qubit\", wires=n_wires)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the structure of the entenglament for MERA" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the parameters for MERA quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MERA.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Called the quantum circuit for all the data train using amplitude embedding, where the data is encoded into the amplitudes of a quantum state. A normalized classical $N$ -dimensional datapoint $x$ is represented by the amplitudes of a $n$-qubit quantum state $\\left|\\psi_{x}\\right\\rangle$ as\n", + "$$\n", + "\\left|\\psi_{x}\\right\\rangle=\\sum_{i=1}^{N} x_{i}|i\\rangle\n", + "$$\n", + "where $N=2^{n}, x_{i}$ is the $i$-th element of $x$, and $|i\\rangle$ is the $i$-th computational basis state. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.MERA(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]\n", + " [ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭X──RY(2.51)────────────────╭●──RY(5.97)──╭●──RY(-0.65)─┤ \n", + "1: ─├QubitStateVector(M0)─╰●──RY(11.08)─╭X──RY(-6.14)─│─────────────╰X──RY(2.58)──┤ \n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╰X──RY(-0.95)───────────────┤ \n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰●──RY(11.73)─────────────────────────────┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.6213926 | Acc train: 0.8122222 | Acc validation: 0.8300000 \n", + "[[[11.37998162 4.3055446 ]\n", + " [ 4.52880898 15.13469819]\n", + " [11.73421292 -6.84553768]\n", + " [ 8.31808883 -0.95100539]\n", + " [-0.64854317 3.70480243]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([-1, -1, -1, ..., 1, 1, 1], requires_grad=True)" + ] + }, + "execution_count": 89, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_test" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.796720\n", + "Precision: 0.469509\n", + "Recall: 0.838795\n", + "F1 score: 0.602034\n", + "Cohens kappa: 0.479749\n", + "ROC AUC: 0.813036\n", + "[[3960 1070]\n", + " [ 182 947]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mera_1_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_1_layers_standard.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_1_layers_standard.ipynb new file mode 100644 index 0000000..25524b9 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_1_layers_standard.ipynb @@ -0,0 +1,696 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Quantum model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the classical fair model, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pennyane" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Callign the dependencies fro mpennylane the optimizers, and methods to generate a quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "scale = StandardScaler()\n", + "scale.fit(X_train)\n", + "X_train = scale.transform(X_train)\n", + "X_test = scale.transform(X_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Init the device that called the backend default.qubit and using 4 qubits" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "n_wires = 4\n", + "dev = qml.device(\"default.qubit\", wires=n_wires)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the structure of the entenglament for MERA" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the parameters for MERA quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MERA.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Called the quantum circuit for all the data train using amplitude embedding, where the data is encoded into the amplitudes of a quantum state. A normalized classical $N$ -dimensional datapoint $x$ is represented by the amplitudes of a $n$-qubit quantum state $\\left|\\psi_{x}\\right\\rangle$ as\n", + "$$\n", + "\\left|\\psi_{x}\\right\\rangle=\\sum_{i=1}^{N} x_{i}|i\\rangle\n", + "$$\n", + "where $N=2^{n}, x_{i}$ is the $i$-th element of $x$, and $|i\\rangle$ is the $i$-th computational basis state. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.MERA(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]\n", + " [ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭X──RY(2.51)────────────────╭●──RY(5.97)──╭●──RY(-0.65)─┤ \n", + "1: ─├QubitStateVector(M0)─╰●──RY(11.08)─╭X──RY(-6.14)─│─────────────╰X──RY(2.58)──┤ \n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╰X──RY(-0.95)───────────────┤ \n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰●──RY(11.73)─────────────────────────────┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 1.0031925 | Acc train: 0.5277778 | Acc validation: 0.5500000 \n", + "[[[ 13.19914543 1.15493293]\n", + " [ 5.91166953 15.90615901]\n", + " [ 11.73421292 -11.03911964]\n", + " [ 5.98522287 -0.95100539]\n", + " [ -0.64854317 6.22156019]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-0.06068524, 0.15253362, -0.05088817, -0.08791603, -0.09414174,\n", + " -0.09374645, -0.06247694, -0.06234874, -0.06613489, -0.07573516,\n", + " -0.04638137, -0.05568809, 0.61580063, 0.68356737, -0.06412831,\n", + " 0.26709724])" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([-1, -1, -1, ..., 1, 1, 1], requires_grad=True)" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_test" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.503166\n", + "Precision: 0.190048\n", + "Recall: 0.524358\n", + "F1 score: 0.278982\n", + "Cohens kappa: 0.013535\n", + "ROC AUC: 0.511384\n", + "[[2507 2523]\n", + " [ 537 592]]\n" + ] + }, + { + "data": { + "image/png": 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a3bjhLz+rrLdvrzU558qHuGzEk82yX7Z8enfvyNXnHE63LqsRAcPvfJbLR4zm9KP24pcHbv/1cXHZfYx85g122XYjzvnNvrRr24Yvv1rMaRfdw5Nj3wbg3suO4VtdV6dNeTnPvjyZE/5yK0uXRnPuXovnnro12OIlSznl/+5h/MRpdFhlJf594+8ZNWYiAJfePJqLbnhimeU36tudg/bYgi0O+gs9uq7BQ1ccy38dcC7vTP2I7X50PgBlZWLyw2dz3xOvNvn+WGksXrKUUy686+vj4uaTGfV8Oi5ufIKLbhi1zPKzPpvPD0/4BzM+nkP/9Xpw/9+PZb09/wjAT04ezrzPvwBgxAW/4ge7b8HtI19s2h1qZRzUrcE+/GQuH36SPVx8/oJFTHxvJj27daxx+b0H/he3P/ISX361hKkfzGby+x+z9cZr8/xrUyqX2XmbDXhv2if858NPG7n11li+eVx8SM+uHWtc/pW3plW+fmPyDFZeqW1lr70ioLdpU0bbNuWkZxxbLfLykIxG2wtJG0k6WdIlaTpZ0rcba3ut1Vo9OjNgo96MnTAFgKMP3pEXbjmZK//7MDqu1h6AXl3XYNqHn1WuM33mHHp2W2OZeg7aYwtuG/lSUzXbGtlaPTozYMOC4+LQnXjh1lO58owfVx4XhQ7YbQDjJ77Pl18triy77/Jj+c+o85i/YBF3PfZyUzW99VI9ptqqkfpIekLSG5Jel3R8Ku8s6VFJ76T/O6VypRg5SdKrkrYoqOtnafl3JP2spm0WapSgLulk4Bay3X8hTQJGSDqllvWGSBonadziTyY0RtNalFXbt2PE+b/kpAvuYt7ni7jqjmfpv985bHvYX/nwk7mcd+L+RdXTtk053//eJtz12PhGba81jVXbt2PEBb/ipAvuZN7nX3DV7U/Tf58z2fbQ87Lj4rcHLrP8t9f9Fuf+Zj+GnnvLMuX7Hns5fXc/jZXatWHg1hs25S60SpKKnuqwGPhdRPQHtgOOldQfOAUYFRH9gFHpPcBgoF+ahgBXpPZ0Bs4AtgW2Ac6o+CCoTWP11I8Ato6I8yLixjSdlxp2RE0rRcSwiNgqIrZqs2a9nrXa6rRpU8aI83/JrQ+P496UB/9o9jyWLo3Ki6dbbbw2ANM/nkPvb3WsXLdX9zX44KM5le/33OHbjJ84jY9mz2vSfbDSa9OmjBEXHJkdF4+/AlQ5Lu56lq02Wbty+V7dOnLrhUP41Z9u4L1pn3yjvkVfLub+0a+yz8D/arJ9aK1KFdQjYkZEvJRezwPeBHoB+wH/TIv9E9g/vd4PuD4yY4COknoAewKPRsTsiPgUeBQYVNd+NFZQXwr0rKa8R5q3wrvyT4fx1nszueSm0ZVl31pz9crX++28KW9MngHAg09O4KA9tqBd23LW7tmZ9ft0ZezrUyuXPXjPLbntX0695MGVZ/yYt977kEtufLyybJnjYpfNKo+LNTq0565Lj+ZPl9zLc6+8W7nMqu3bVa5TXl7G4O9uzFtTZjbRHrReUvFT8XVqHWBz4Hmge0TMSLM+BLqn172A9wtWm5bKaiqvVWNdKD0BGCXpnYJGrQWsDwxtpG22GtsPWJcf770Nr73zAWNuPgnIhi8evOcWbLphLyJg6gezOO5/bgPgzXc/5M5HX+blO05j8eIlnPC/d1QOT1tl5Xbssu2GDP2fW5ttf6w0suNiW157ezpjbsnOzM+47D4O3nMrNt2wNxHB1BmzOe7cEUCWZ1+vT1dOHTKYU4cMBmCfX1+GJO646CjatW1DWZl4atw7XHXHM822X61FfUa/SBpCliqpMCwihlVZpgNwJ3BCRMwtrD8iQlKjXL1WY10Vl1RGlm6p+GSZDoyNiCXFrN9+y+N9ud6+aWlRh4+tYBa+fNlyj0fc8OSRRcect/53z1q3J6kt8AAwMiIuTGVvAQMjYkZKr4yOiA0l/SO9HlG4XMUUEUel8mWWq0mjjX6JiKURMSYi7kzTmGIDuplZUytV+kVZl/wa4M2KgJ7cB1SMYPkZcG9B+eFpFMx2wJyUphkJ7CGpU7pAukcqq5XHqZuZkX2Br0R2AH4KvCZpfCo7DTgPuE3SEcBU4OA07yFgL2ASsAD4BUBEzJZ0DjA2LXd2RMyua+MO6mZm1O8CaG0i4hlqHs2+azXLB3BsDXUNB4bXZ/sO6mZm+DYBZma5UsL0S7NyUDczwz11M7NcyUlMd1A3MwP31M3MciUnMd1B3cwM3FM3M8sVj34xM8uRnHTUHdTNzMDpFzOzXMlJTHdQNzMD99TNzHIlJzHdQd3MDDz6xcwsV5x+MTPLkbwE9TofZyfpr5JWl9RW0ihJH0v6SVM0zsysqZTqcXbNrZhnlO4REXOBvYEpwPrASY3ZKDOzpiap6KklKyb9UrHM94HbI2JOS98pM7P6ysuF0mJ66g9ImghsCYyS1BX4onGbZWbWtEqZfpE0XNJHkiYUlN0qaXyaplQ8lFrSOpIWFsy7smCdLSW9JmmSpEtURI+6zp56RJwi6a/AnIhYImkBsF/du2Vm1nqUlTYDcR1wGXB9RUFEHFLxWtLfgDkFy0+OiAHV1HMFcCTwPPAQMAh4uLYNF3OhdBXgmFQ5QE9gq7rWMzNrTUrZU4+Ip4DZ1W9HAg4GRtTeHvUAVo+IMRERZB8Q+9e17WLSL9cCXwLbp/fTgXOLWM/MrNWoz4VSSUMkjSuYhtRjUzsCMyPinYKyvpJelvSkpB1TWS9gWsEy01JZrYq5ULpeRBwi6TCAiFhQTF7HzKw1qc910ogYBgxr4KYOY9le+gxgrYiYJWlL4B5JGzew7qKC+peS2gMBIGk9YFFDN2hm1hI1xegXSW2AA8kGngAQEYtIMTUiXpQ0GdiALCvSu2D13qmsVsWkX84A/gX0kXQTMAr4Q5H7YGbWKqge/5bDbsDEiKhMq0jqKqk8vV4X6Ae8GxEzgLmStkvZkcOBe+vaQDGjXx6V9BKwHSDg+Ij4pEG7Y2bWQpWyoy5pBDAQWFPSNOCMiLgGOJRvXiDdCThb0lfAUuDoiKi4yHoM2Uia9mSjXmod+QJFBHVJO6WX89L//SVVXN01M8uFUl4qjIjDaij/eTVldwJ31rD8OGCT+my7mJx64S0BVga2AV4EdqnPhszMWrK8DP8oJv2yT+F7SX2AixqrQWZmzaE8J7cJaMitd6cB3y51Q8zMmlNeRmoXk1O/lDSckWy0zADgpUZsk5lZk8tJTC+qpz6u4PViYEREPNtI7TEzaxYlvvdLsykmp/7PpmiImVlzykdIryWoS3qNr9Muy8wCIiI2bbRWmZk1sRUhp753k7XCzKyZ5X70S0RMbcqGmJk1p5x01Iu6n/p2ksZKmi/pS0lLJM1tisaZmTWVFekZpZeR3a/gdrKHYxxOdgcxM7PcyEn2pai7NBIRk4DyiFgSEdeSPVLJzCw3VqSe+gJJ7YDx6VmlMyjyw8DMrLVo2aG6eDUGZ0lbp5c/TcsNBT4H+gA/aPymmZk1nfIyFT21ZLX11IdJ6gDcQvYt0jeAs5qmWWZmTaulp1WKVWNPPSI2Jxurvhi4Q9Irkk6RtE5TNc7MrKlIxU8tWa258Yh4KyLOioj+ZKNe1gBGSfK9X8wsV8qkoqeWrKhb70oqA7oB3YFVgY8as1FmZk2thcfqotUa1CXtCBwG7A+8RpZfPzEi5jR2wz59/uLG3oS1Ql8tXtrcTbCcKi9hVJc0nCx9/VFEbJLKzgSOBD5Oi50WEQ+leacCRwBLgN9ExMhUPgi4GCgHro6I8+radm039HofmEoWyM+MCPfOzSy3Snyh9DqyL25eX6X8/yLigirb7U/2Bc+NgZ7AY5IqvuB5ObA72cOJxkq6Lw1aqVFtPfXv+v4vZraiKOVIxYh4qh6DSvYDbomIRcB7kiaRPQsaYFJEvAsg6Za0bK1BvbbRLw7oZrbCKFPx03IYKulVScMldUplvYD3C5aZlspqKq99P5areWZmOVGf2wRIGiJpXME0pIhNXAGsR/ZI0BnA3xpjPxry4Gkzs9ypTw88IoYBw+pTf0TMrHgt6SrggfR2Otk39Sv0TmXUUl6j2i6UFj5wuroG/qauys3MWovG/vq/pB4RMSO9PQCYkF7fB9ws6UKyC6X9gBfIbkfTT1JfsmB+KPCjurZTW099XC3zzMxypZS5aEkjgIHAmpKmAWcAAyUNIOssTwGOAoiI1yXdRnYBdDFwbEQsSfUMBUaSDWkcHhGv17ntiBo7483qi8U1nyXYisvj1K06q628/N3s0x9+u+iY8+fBG7TYryrVmVOX1BU4GegPrFxRHhG7NGK7zMyaVEv/+n+xijnjuAl4E+hLdpfGKcDYRmyTmVmTWyFu6JV0iYhrgK8i4smI+CXgXrqZ5UoTjVNvdMUMafwq/T9D0veBD4DOjdckM7Om19IfflGsYoL6uZLWAH4HXAqsDpzYqK0yM2tiOYnpdQf1iKgYID8H2Llxm2Nm1jyUk6eUFjP65Vqq+RJSyq2bmeXCCtNT5+uvskI2pPEAsry6mVlurDBBPSLuLHyfvin1TKO1yMysGaxIF0qr6kf2aDszs9xo6ePPi1VMTn0ey+bUPyT7hqmZWW7k5RulxaRfVmuKhpiZNaecZF/q/kappFHFlJmZtWZ5uU1AbfdTXxlYhezWkZ2gchDn6hTxSCUzs9akbAUYp34UcALZTdtf5OugPpfsKdlmZrlRnpOHe9YY1CPiYuBiScdFxKVN2CYzsyaXlwulxXw2LZXUseKNpE6Sjmm8JpmZNb285NSLCepHRsRnFW8i4lPgyEZrkZlZMyiTip5asmK+fFQuSZGeeyepHGjXuM0yM2taLTxWF62Ynvq/gFsl7SppV2BEKjMzy42yekx1kTRc0keSJhSUnS9poqRXJd1dkdaWtI6khZLGp+nKgnW2lPSapEmSLpHq/ugppn0nA48Dv07TKOCkItYzM2s1Spx+uQ4YVKXsUWCTiNgUeBs4tWDe5IgYkKajC8qvIEt390tT1Tq/uR91LRARSyPiyoj4YUT8EHiD7GEZZma5UcqgHhFPAbOrlD0SEYvT2zFA79rqkNQDWD0ixqT09/XA/nXuR52tyyrfXNJfJU0BzgYmFrOemVlrofpM0hBJ4wqmIfXc3C+Bhwve95X0sqQnJe2YynoB0wqWmUYRX/ys7RulGwCHpekT4FZAEeGnH5lZ7tTnQmlEDAOGNWw7Oh1YDNyUimYAa0XELElbAvdI2rghdUPto18mAk8De0fEpNQYP5vUzHKpiGuQpdjGz4G9gV0rRhRGxCJgUXr9oqTJwAbAdJZN0fROZbWqLf1yINknyBOSrkojX3Iy6MfMbFnlUtFTQ0gaBPwB2DciFhSUd01DxZG0LtkF0XcjYgYwV9J2adTL4cC9dW2nxqAeEfdExKHARsATZPeB6SbpCkl7NGivzMxaqPrk1OusK3tC3HPAhpKmSTqC7J5ZqwGPVhm6uBPwqqTxwB3A0RFRcZH1GOBqYBIwmWXz8NVvO50BFCXdrfEg4JCI2LXoFRvgi8XffNi12VeLlzZ3E6wFWm3l5b8b+h2vzCg65vxwsx4tNmtRr/uSRcSnETGssQO6mVlTK+WXj5pTQ55RamaWO01xobQpOKibmZGfUSAO6mZm0OBRLS2Ng7qZGfm5S6ODupkZoJwkYBzUzcxwT93MLFfK3FM3M8uPspY+AL1IDupmZjinbmaWK8t/o4GWwUHdzAz31M3McsWjX6xkBu++C6usuirlZWWUtylnxG13cdklFzH6iVGUqYxOXbpwzp//Qrdu3blu+NU89MD9ACxesoT33p3M6KefY42OHZt3J6zk9hm8K6ussirl5eWUl5dzw4g7ePutifzl3DNZsGABPXv24py/nE+HDh0Y89yzXHbxhXz11Ve0bduW4088ia233a65d6FVyUtPvV633m1KK9Ktdwfvvgs333YHnTp1riybP38+HTp0AOCmG6/n3cmT+NMZZy+z3ugnHufG66/j6muvb9L2NqcV6da7+wzelRtuvoOOnTpVlh3+o4M4/rcnseVW23Dv3XfywfRp/Hro8Ux88w26dFmTrt26Memdtznu10fy8GNPNmPrm1Ypbr379NufFh1zdtygU4v9BMjJIJ78qQjoAF8sXFjtHeT+9dCDDN5r76ZsljWzqVOnsMWWWwOw7Xe25/FRjwKw0bf707VbNwDWW78fixYt4ssvv2y2drZGUvFTS+ag3hIIjj7yCA496EDuuO3WyuJLL/4/9tj1ezz4wP0cM/T4ZVZZuHAhzz7zNLvt7odQ5ZUQxx59BD859AfcdcdtAKy33vo8+cQoAB57ZCQzP5zxjfVGPfYIG33727Rr165J29valfLJR82pydMvkn4REdfWtdyKlH6ZOXMm3bt3Z9asWRz9q19wyul/Ysuttq6cf81V/2DRokUcM/Q3lWX/evghHrz/Pi79+5XVVZlbK1L65aOZM+nWvTuzZ83i2KOP4KRTTqdz5y6cf96fmTPnM3YauAu33nwDo54aU7nO5Env8Nvjj+XyK6+md5+1mrH1TasU6ZfnJn1WdMz5zvodW2xsb46e+lk1zZA0RNI4SeOuuWpYU7apWXXv3h2ALl26sMtuuzPhtVeXmb/X9/fhsUcfWabsXw8/yOC9vt9kbbSm1y0dF527dGHgLrvx+oTXWKfvulz+j2u48ZY72XPQXvTq/XXgnjnzQ0468TjOOve8FSqgl0qJn1E6XNJHkiYUlHWW9Kikd9L/nVK5JF0iaZKkVyVtUbDOz9Ly70j6WTH70ShBPTWsuuk1oHtN66VH5W0VEVsdceSQxmhai7NgwQI+/3x+5evn/v0s66/fj6lTp1Qu88QTo+jbd93K9/PmzePFsWMZuIufKphXCxcs4PPPP698/fxzz7Le+v2YPWsWAEuXLuWaq67kBwcdAsC8uXM5YejRDD3+twzYfIsa67ValDb/ch0wqErZKcCoiOgHjErvAQYD/dI0BLgCsg8B4AxgW2Ab4IyKD4LaNNaQxu7AnsCnVcoF/LuRttkqzZ41ixN/cyyQDVHc6/t7s8OOO/Hb449jypT3KCsTPXr04o9nfH2C8/hjj/KdHXZglVVWaa5mWyObNXsWJ514HABLFi9mz732ZvsddmTETddz+y03A7Dzrruz7/4HAnDrLTfx/n/+w9XDruDqYVcAcNkVV9O5S5fm2YFWqKyEV0Aj4ilJ61Qp3g8YmF7/ExgNnJzKr48sFz5GUkdJPdKyj0bEbABJj5J9UIyobduNklOXdA1wbUQ8U828myPiR3XVsSLl1K14K1JO3YpXipz62HfnFB1ztl53jTq3l4L6AxGxSXr/WUR0TK8FfBoRHSU9AJxXES8ljSIL9gOBlSPi3FT+J2BhRFxQ23YbpaceEUfUMq/OgG5m1uTq8bEgaQhZqqTCsIgo+kJgRISkRum4+hulZmbU7xulKYDXdzTHTEk9ImJGSq98lMqnA30Kluudyqbzdbqmonx0XRvxOHUzM5rky0f3ARUjWH4G3FtQfngaBbMdMCciZgAjgT0kdUoXSPdIZbVyT93MjNJ+U1TSCLJe9pqSppGNYjkPuE3SEcBU4OC0+EPAXsAkYAHwC4CImC3pHGBsWu7sioumtW7b936x1sQXSq06pbhQ+vLUeUXHnM3XXq3FfvnIPXUzM1r+PV2K5aBuZkbLv6dLsRzUzcwgN1HdQd3MjPw8JMNB3cwMP3jazCxfHNTNzPLD6RczsxzxkEYzsxzJSUx3UDczA3IT1R3Uzcwo7UMympODupkZuemoO6ibmQG5ieoO6mZmeEijmVmu5CSl7qBuZgYO6mZmueL0i5lZjuSlp+4HT5uZkQ1+KXaqtR5pQ0njC6a5kk6QdKak6QXlexWsc6qkSZLekrTncu2Hn1FqrYmfUWrVKcUzSqfM+qLomLNOl5WL2p6kcmA6sC3ZA6XnR8QFVZbpD4wAtgF6Ao8BG0TEkmLbU8g9dTMzspx6sf/qYVdgckRMrWWZ/YBbImJRRLwHTCIL8A3ioG5mRvaQjGKnejiUrBdeYaikVyUNl9QplfUC3i9YZloqa9h+NHRFM7M8keozaYikcQXTkG/Wp3bAvsDtqegKYD1gADAD+Ftj7IdHv5iZAfW5T0BEDAOG1bHYYOCliJiZ1plZuSXpKuCB9HY60Kdgvd6prEHcUzczo3499SIdRkHqRVKPgnkHABPS6/uAQyWtJKkv0A94oaH74Z66mRmlvZ+XpFWB3YGjCor/KmkAEMCUinkR8bqk24A3gMXAsQ0d+QIe0mitjIc0WnVKMaRxxpwvi445PdZo12K/quSeupkZoJx8pdRB3cyM3NxO3UHdzAzyc+8XB3UzM3yXRjOzfMlHTHdQNzODen/9v8VyUDczw+kXM7NcycuFUt8mwMwsR9xTNzMjPz11B3UzM5xTNzPLFY9+MTPLEwd1M7P8cPrFzCxHfKHUzCxHchLTHdTNzIDcRHUHdTMzoCwn+ZcW+zg7+5qkIenp5WaVfFxYdXybgNZhSHM3wFokHxf2DQ7qZmY54qBuZpYjDuqtg/OmVh0fF/YNvlBqZpYj7qmbmeWIg7qZWY44qLdwkgZJekvSJEmnNHd7rPlJGi7pI0kTmrst1vI4qLdgksqBy4HBQH/gMEn9m7dV1gJcBwxq7kZYy+Sg3rJtA0yKiHcj4kvgFmC/Zm6TNbOIeAqY3dztsJbJQb1l6wW8X/B+WiozM6uWg7qZWY44qLds04E+Be97pzIzs2o5qLdsY4F+kvpKagccCtzXzG0ysxbMQb0Fi4jFwFBgJPAmcFtEvN68rbLmJmkE8BywoaRpko5o7jZZy+HbBJiZ5Yh76mZmOeKgbmaWIw7qZmY54qBuZpYjDupmZjnioG5mliMO6mZmOeKgbmaWIw7qZmY54qBuZpYjDupmZjnioG5mliMO6mZmOeKgbmaWIw7qZmY54qBuZpYjDuq2DElLJI2XNEHS7ZJWWY66rpP0w/T6akn9a1l2oKTtG7CNKZLWrFJ2raSjqpTtL+nhYtpq1po5qFtVCyNiQERsAnwJHF04U1KbhlQaEb+KiDdqWWQgUO+gXoMRZM9zLXRoKjfLNQd1q83TwPqpF/20pPuANySVSzpf0lhJr1b0ipW5TNJbkh4DulVUJGm0pK3S60GSXpL0iqRRktYh+/A4MZ0l7Cipq6Q70zbGStohrdtF0iOSXpd0NaBq2j0K2EhSj7TOqsBuwD2S/jvVN0HSMEnfWL+w9y9pK0mjK+qRNFzSC5JelrRfKt84lY1PP49+pfjhmzWEg7pVK/XIBwOvpaItgOMjYgPgCGBORGwNbA0cKakvcACwIdAfOJxqet6SugJXAT+IiM2AgyJiCnAl8H/pLOFp4OL0fmvgB8DVqYozgGciYmPgbmCtqtuIiCXAncDBqWgfYHREzAUui4it05lIe2DvevxYTgcej4htgJ2B89MHxtHAxRExANgKmFaPOs1KqkGn0pZr7SWNT6+fBq4hC84vRMR7qXwPYNOCHPQaQD9gJ2BECqofSHq8mvq3A56qqCsiZtfQjt2A/gUd6dUldUjbODCt+6CkT2tYfwRwAdmHw6HADal8Z0l/AFYBOgOvA/fXUEdVewD7Svp9er8y2YfKc8DpknoDd0XEO0XWZ1ZyDupW1cLU46yUAuvnhUXAcRExsspye5WwHWXAdhHxRTVtKca/gR6SNiP7UDpU0srA34GtIuJ9SWeSBeaqFvP1WWzhfJGdYbxVZfk3JT0PfB94SNJREVHdB5pZo3P6xRpiJPBrSW0BJG2Q0hBPAYeknHsPshRFVWOAnVK6BkmdU/k8YLWC5R4Bjqt4I2lAevkU8KNUNhjoVF0DIyKAW4F/Ag+nD4eKAP1J6vXXNNplCrBlev2DKvt9XEUeXtLm6f91gXcj4hLgXmDTGuo1a3QO6tYQVwNvAC9JmgD8g+ys727gnTTverK0xDIi4mNgCHCXpFfIAi9kKZADKi6UAr8BtkoXHt/g61E4Z5F9KLxOlob5Ty3tHAFslv4nIj4jy+dPIAvQY2tY7yzgYknjgCUF5ecAbYFX0/bPSeUHAxNS2mqTtO9mzUJZh8bMzPLAPXUzsxxxUDczyxEHdTOzHHFQNzPLEQd1M7MccVA3M8sRB3UzsxxxUDczy5H/ByJRvHL3IDP6AAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mera_1_standard_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_2_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_2_layers.ipynb new file mode 100644 index 0000000..0734fa2 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_2_layers.ipynb @@ -0,0 +1,1672 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Quantum model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the classical fair model, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pennyane" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Callign the dependencies fro mpennylane the optimizers, and methods to generate a quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Init the device that called the backend default.qubit and using 4 qubits" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "n_wires = 4\n", + "dev = qml.device(\"default.qubit\", wires=n_wires)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the structure of the entenglament for MERA" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the parameters for MERA quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MERA.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Called the quantum circuit for all the data train using amplitude embedding, where the data is encoded into the amplitudes of a quantum state. A normalized classical $N$ -dimensional datapoint $x$ is represented by the amplitudes of a $n$-qubit quantum state $\\left|\\psi_{x}\\right\\rangle$ as\n", + "$$\n", + "\\left|\\psi_{x}\\right\\rangle=\\sum_{i=1}^{N} x_{i}|i\\rangle\n", + "$$\n", + "where $N=2^{n}, x_{i}$ is the $i$-th element of $x$, and $|i\\rangle$ is the $i$-th computational basis state. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.MERA(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]\n", + " [ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]]\n", + "\n", + " [[ 0.90505245 9.13746993]\n", + " [ 4.78174105 0.76450668]\n", + " [ 2.78887494 2.09653763]\n", + " [ 9.38757568 -1.28904739]\n", + " [ 1.96706238 -5.3664418 ]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 2\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭X──RY(2.51)────────────────╭●──RY(5.97)──╭●──RY(-0.65)─╭X──RY(9.14)───\n", + "1: ─├QubitStateVector(M0)─╰●──RY(11.08)─╭X──RY(-6.14)─│─────────────╰X──RY(2.58)──╰●──RY(0.91)─╭X\n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╰X──RY(-0.95)─╭●──RY(4.78)───────────────│─\n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰●──RY(11.73)───────────────╰X──RY(0.76)───────────────╰●\n", + "\n", + "────────────╭●──RY(9.39)──╭●──RY(1.97)──┤ \n", + "───RY(2.10)─│─────────────╰X──RY(-5.37)─┤ \n", + "────────────╰X──RY(-1.29)───────────────┤ \n", + "───RY(2.79)─────────────────────────────┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n", + "[0.90505245 9.13746993]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.5750790 | Acc train: 0.7944444 | Acc validation: 0.7950000 \n", + "[[[12.10771201 3.80441032]\n", + " [ 5.44953277 8.51085775]\n", + " [13.96008976 -5.98126237]\n", + " [ 8.86568876 -2.05503107]\n", + " [-0.13168061 2.89229615]]\n", + "\n", + " [[-3.511006 8.2834588 ]\n", + " [ 4.93821924 -2.54610983]\n", + " [ 2.78887494 2.55369273]\n", + " [10.65152801 -1.28904739]\n", + " [ 1.96706238 -4.38320339]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., 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+ " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " ...]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n", + "y_test_pred" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.741841\n", + "Precision: 0.406186\n", + "Recall: 0.883968\n", + "F1 score: 0.556609\n", + "Cohens kappa: 0.407870\n", + "ROC AUC: 0.796954\n", + "[[3571 1459]\n", + " [ 131 998]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mera_2_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_4_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_4_layers.ipynb new file mode 100644 index 0000000..472ca1c --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_4_layers.ipynb @@ -0,0 +1,1703 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Quantum model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the classical fair model, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pennyane" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Callign the dependencies fro mpennylane the optimizers, and methods to generate a quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Init the device that called the backend default.qubit and using 4 qubits" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "n_wires = 4\n", + "dev = qml.device(\"default.qubit\", wires=n_wires)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the structure of the entenglament for MERA" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the parameters for MERA quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MERA.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Called the quantum circuit for all the data train using amplitude embedding, where the data is encoded into the amplitudes of a quantum state. A normalized classical $N$ -dimensional datapoint $x$ is represented by the amplitudes of a $n$-qubit quantum state $\\left|\\psi_{x}\\right\\rangle$ as\n", + "$$\n", + "\\left|\\psi_{x}\\right\\rangle=\\sum_{i=1}^{N} x_{i}|i\\rangle\n", + "$$\n", + "where $N=2^{n}, x_{i}$ is the $i$-th element of $x$, and $|i\\rangle$ is the $i$-th computational basis state. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.MERA(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[ 11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [ 11.73421292 -6.14041802]\n", + " [ 5.96958159 -0.95100539]\n", + " [ -0.64854317 2.57986647]]\n", + "\n", + " [[ 0.90505245 9.13746993]\n", + " [ 4.78174105 0.76450668]\n", + " [ 2.78887494 2.09653763]\n", + " [ 9.38757568 -1.28904739]\n", + " [ 1.96706238 -5.3664418 ]]\n", + "\n", + " [[-16.0409081 4.10680676]\n", + " [ 5.43141282 -4.66316035]\n", + " [ 14.2612889 -9.13804904]\n", + " [ 0.28750924 -1.17611082]\n", + " [ 9.63073584 9.23225343]]\n", + "\n", + " [[ 0.97356339 2.37606519]\n", + " [ -5.57812237 -12.44571127]\n", + " [ -2.1859965 0.98236955]\n", + " [ 7.73014433 7.5547754 ]\n", + " [ -2.43364617 -1.8994242 ]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 4\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭X──RY(2.51)────────────────╭●──RY(5.97)──╭●──RY(-0.65)─╭X──RY(9.14)───\n", + "1: ─├QubitStateVector(M0)─╰●──RY(11.08)─╭X──RY(-6.14)─│─────────────╰X──RY(2.58)──╰●──RY(0.91)─╭X\n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╰X──RY(-0.95)─╭●──RY(4.78)───────────────│─\n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰●──RY(11.73)───────────────╰X──RY(0.76)───────────────╰●\n", + "\n", + "────────────╭●──RY(9.39)──╭●──RY(1.97)──╭X──RY(4.11)─────────────────╭●──RY(0.29)──╭●──RY(9.63)───╭X\n", + "───RY(2.10)─│─────────────╰X──RY(-5.37)─╰●──RY(-16.04)─╭X──RY(-9.14)─│─────────────╰X──RY(9.23)───╰●\n", + "────────────╰X──RY(-1.29)─╭●──RY(5.43)─────────────────│─────────────╰X──RY(-1.18)─╭●──RY(-5.58)────\n", + "───RY(2.79)───────────────╰X──RY(-4.66)────────────────╰●──RY(14.26)───────────────╰X──RY(-12.45)───\n", + "\n", + "───RY(2.38)───────────────╭●──RY(7.73)─╭●──RY(-2.43)─┤ \n", + "───RY(0.97)─╭X──RY(0.98)──│────────────╰X──RY(-1.90)─┤ \n", + "────────────│─────────────╰X──RY(7.55)───────────────┤ \n", + "────────────╰●──RY(-2.19)────────────────────────────┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n", + "[0.90505245 9.13746993]\n", + "[-16.0409081 4.10680676]\n", + "[0.97356339 2.37606519]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.8104336 | Acc train: 0.7311111 | Acc validation: 0.7300000 \n", + "[[[ 9.61326007 3.66653672]\n", + " [ 7.10619548 12.29968758]\n", + " [ 13.30749151 -4.10219499]\n", + " [ 6.69324697 -1.28117973]\n", + " [ 1.99865785 5.44709215]]\n", + "\n", + " [[ 1.31321397 10.90872649]\n", + " [ 1.66818126 -1.2678798 ]\n", + " [ 2.18620337 2.83580698]\n", + " [ 9.39583617 -3.21765358]\n", + " [ 4.76016856 -5.8532958 ]]\n", + "\n", + " [[-15.27055783 1.95079022]\n", + " [ 7.06377156 -5.68709568]\n", + " [ 15.86034967 -10.37387016]\n", + " [ -0.82369068 1.15503709]\n", + " [ 9.3913156 7.56045094]]\n", + "\n", + " [[ -0.49077724 4.58264238]\n", + " [ -9.08466867 -15.40450395]\n", + " [ -2.1859965 2.94650695]\n", + " [ 7.20341803 7.5547754 ]\n", + " [ -2.43364617 0.65944842]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., 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requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " tensor(-1., requires_grad=True),\n", + " ...]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n", + "y_test_pred" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.622991\n", + "Precision: 0.318417\n", + "Recall: 0.926484\n", + "F1 score: 0.473947\n", + "Cohens kappa: 0.276559\n", + "ROC AUC: 0.740677\n", + "[[2791 2239]\n", + " [ 83 1046]]\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mera_4_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_classic_dataset.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_classic_dataset.ipynb new file mode 100644 index 0000000..b9ee906 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MERA/quantum_model_MERA_classic_dataset.ipynb @@ -0,0 +1,627 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "TvYmmqJwDpUG" + }, + "source": [ + "### Problem Statement\n", + "\n", + " Identify products at risk of backorder before the event occurs so that business has time to react." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "id": "TpdvtYuUEF0b" + }, + "outputs": [], + "source": [ + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "import tensorflow as tf\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import pandas as pd\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((20164, 16), (20164,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/classic_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "bBCtdV6aDpUd" + }, + "source": [ + "**Best Parameters**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MERA.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " #statepreparation(x)\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + " #for i in range(4):\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RY(x[i], wires=i)\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RX(x[i+4], wires=i)\n", + " #qml.RX(x[i+8], wires=i)\n", + " \n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " #qml.CNOT(wires=[4,0])\n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " for w in weights:\n", + " #layer_1(w[:13])\n", + " #layer_2(w[12:21])\n", + " #layer_2(w[16:24])\n", + " #layer_3(w[21:])\n", + " qml.MERA(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]\n", + " [ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭X──RY(2.51)────────────────╭●──RY(5.97)──╭●──RY(-0.65)─┤ \n", + "1: ─├QubitStateVector(M0)─╰●──RY(11.08)─╭X──RY(-6.14)─│─────────────╰X──RY(2.58)──┤ \n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╰X──RY(-0.95)───────────────┤ \n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰●──RY(11.73)─────────────────────────────┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_149355/1357643064.py:2: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", + " fig.show()\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = qml.draw_mpl(circuit)(weights_init,np.asarray(X_train[0]))\n", + "fig.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.6810611 | Acc train: 0.7682813 | Acc validation: 0.7659891 \n", + "[[[11.01269741 4.89494256]\n", + " [ 5.73469013 15.07218133]\n", + " [11.73421292 -6.60716697]\n", + " [ 9.38118734 -0.95100539]\n", + " [-0.64854317 4.4770409 ]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.749310\n", + "Precision: 0.408145\n", + "Recall: 0.816652\n", + "F1 score: 0.544274\n", + "Cohens kappa: 0.396830\n", + "ROC AUC: 0.775423\n", + "[[3693 1337]\n", + " [ 207 922]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mera_1_layers_classic_dataset.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_1_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_1_layers.ipynb new file mode 100644 index 0000000..1428560 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_1_layers.ipynb @@ -0,0 +1,660 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#!pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "bBCtdV6aDpUd" + }, + "source": [ + "**Best Parameters**" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "kVH0snqvEK_L" + }, + "outputs": [], + "source": [ + "def layer_1(W):\n", + "\n", + " qml.RY(W[0], wires=0)\n", + " qml.RY(W[1], wires=1)\n", + " qml.RY(W[2], wires=2)\n", + " qml.RY(W[3], wires=3)\n", + "\n", + "\n", + " qml.Hadamard(wires=0)\n", + " qml.Hadamard(wires=1)\n", + " qml.Hadamard(wires=2)\n", + " qml.Hadamard(wires=3)\n", + "\n", + " qml.RZ(W[4], wires=0)\n", + " qml.RZ(W[5], wires=1)\n", + " qml.RZ(W[6], wires=2)\n", + " qml.RZ(W[7], wires=3)\n", + "\n", + "\n", + " qml.CNOT(wires=[1,0])\n", + " qml.RY(W[8], wires=1)\n", + " qml.CNOT(wires=[2,0])\n", + " qml.RY(W[9], wires=2)\n", + " qml.CNOT(wires=[3,0])\n", + " qml.RY(W[10], wires=3)\n", + "\n", + " qml.CNOT(wires=[2,1])\n", + " qml.RY(W[11], wires=2)\n", + " qml.CNOT(wires=[3,1])\n", + " qml.RY(W[12], wires=3)\n", + "\n", + "# qml.Hadamard(wires=0)\n", + "# qml.Hadamard(wires=1)\n", + "# qml.Hadamard(wires=2)\n", + "# qml.Hadamard(wires=3)\n", + "\n", + " #qml.CNOT(wires=[1,0])\n", + " #qml.CNOT(wires=[2,0])\n", + " #qml.CNOT(wires=[3,0])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MPS.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " #statepreparation(x)\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + " #for i in range(4):\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RY(x[i], wires=i)\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RX(x[i+4], wires=i)\n", + " #qml.RX(x[i+8], wires=i)\n", + " \n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " #qml.CNOT(wires=[4,0])\n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " for w in weights:\n", + " #layer_1(w[:13])\n", + " #layer_2(w[12:21])\n", + " #layer_2(w[16:24])\n", + " #layer_3(w[21:])\n", + " qml.MPS(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,3, 2, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)─────────────────────────────┤ \n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(6.15)────────────────┤ \n", + "2: ─├QubitStateVector(M0)───────────────╰X──RY(14.08)─╭●──RY(11.73)─┤ \n", + "3: ─╰QubitStateVector(M0)─────────────────────────────╰X──RY(-6.14)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3,4,5,6,7])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.8792931 | Acc train: 0.6577778 | Acc validation: 0.6850000 \n", + "[[[11.08386778 1.40565453]\n", + " [ 6.14959212 13.82044145]\n", + " [11.73421292 -7.58063127]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.548466\n", + "Precision: 0.263865\n", + "Recall: 0.817538\n", + "F1 score: 0.398963\n", + "Cohens kappa: 0.168503\n", + "ROC AUC: 0.652805\n", + "[[2455 2575]\n", + " [ 206 923]]\n" + ] + }, + { + "data": { + "image/png": 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tO/3SCGbNXcQrb8wEYNEnnzNl2hy6bbgeAFeceTAX/mEU2f+vtSSzPljAK1OmA7Bo8WdMeXsW3Tp3KGrZAf2/wn2jXi5h7fKvrKys6KFYkjYDdgReALqkgA8wC+iSXncH3i1YbHoqq6685v0ounZ1JGkbSRekXNF16fW2pdpec7XJxh3o27sr4yZN59A9t+G9OQt49b/vrzLfrtv15IVbf8BDV57Atpt1XlEeAY9cPYjnbjmN7x32lYasupXQJl070XfrHox7bRoApw3cmxfv+Sk3XXQ8HdZtt8r83zpwJ+792/iVyv548XcYe/cQhpzSvyGq3PzVIacuabCk8QXD4FVWJ7UH7gfOjogFhdNSq7wkLbeSBHVJFwB3k70FL6ZBwIiUS6puuRVv1NJZ+W91rNOuDSMuG8iPr3ucpcuW85MT9ubSYU+sMt8rb8xk62OuZteT/sCN94/l3l8ft2La/j+8hd1Pvokjzv8Tpx61K3vssGlD7oKVwDrt2jDiqu/z46vuZ+HHn3Lzfc/S57CL2XXg5cz6YAGXn3vUSvPv/KVNWfzpEib9d+aKspN+dhs7D/g1B3zvd+yx45Ycd+guDb0bzY6kooeIGBoR/QqGoZXW1ZosoN8VEQ+k4vdTWoX0d3YqnwH0LFi8RyqrrrxGpWqpnwzsHBGXR8Sdabgc2CVNq1LhG9Vq452qmy0XWpWXMeKygdwzegIPPzOZLbp3ZNOuHXjx1h8w5d5z6N55Pf417DS6dGrPwsWf8fEnnwMwauybtG5Vxgbrrw3Aex8sBGDORx8z8pnJ7Lxtj0bbJ1tzrVqVMeKqU7jn8fE8/MR/AJg9byHLlwcRwfAHnqPfl1Y+cB9z0FdWaaW/N2c+kKVx7nl8PDtv54N9beoS1GtZj4BhwOSIuLpg0kigogfLicDDBeWDUi+Y3YD5KU0zCjhQUsfUU+bAVFajUgX15UC3Ksq7pmkt3k1DjuD1aXO47p7nAZj41mw2/eYVbDPgd2wz4HfMmLOAr558E+/PW0SXTu1XLNdv2+6UlYm58xezdtvWtG/XBoC127bmgJ23ZOJbq6ZurPm46aLjef3tWVx35xdnbBun6y0Ah++3w0otckkcfeBO3DfqpRVl5eVlbNBhHSA7SByy95eYWLCMVU0qfqjFHsAJwH6SXknDIcDlwNclvQkckMYBHgPeAqYCNwM/AEgXSH8JjEvDpRUXTWtSqt4vZwNjUuUrEv2bAFsBZ5Rom83G7l/ehOP79+XV/85i7PDTAbho6D8YNfbNKuc/cp8+nHLELixdtpxPP1vCoIvvA2Cjju2559fHAlnL/57RExj94tSG2Qmrd7v33YLjD92VV9+Ywdi7syzlRdePZMBB/dh+6x5EBO/MnMeZl33R+WHPnbZi+qwPmTZj7oqytVq3YuQNP6R1q3LKy8t48oUpDH/guQbfn+amHnu//JPqe7PvX8X8AfywmnUNB4bXZfsqVS8LSWVk6ZaKq7UzgHERsayY5dvt9Qt3/7BVLaq1oWIt0Cf/vn6NI/LWF4wqOua8/n8HNdmfn5asn3pELAfG1jqjmVkTkJO7BPjHR2ZmAGW+S6OZWX64pW5mliN5uUujg7qZGU6/mJnlilvqZmY5kpOY7qBuZgZuqZuZ5UpOYrqDupkZuKVuZpYr7v1iZpYjOWmoO6ibmYHTL2ZmuZKTmO6gbmYGbqmbmeVKTmK6g7qZGbj3i5lZrjj9YmaWI3kJ6mW1zSDpCknrSWotaYykOZK+0xCVMzNrKFLxQ1NWa1AHDoyIBcChwDRgK+DHpayUmVlDk1T00JQVk36pmOcbwH0RMb+p75SZWV21pAulj0qaAnwCnC6pM/BpaatlZtaw8tJWrTWoR8QQSVcA8yNimaTFwOGlr5qZWcMpy0lUL+ZC6drAD4AbU1E3oF8pK2Vm1tBa0oXSW4HPgd3T+AzgspLVyMysEeTlQmkxQX3LiLgCWAIQEYuBpr1XZmZ1VKbih6asmAuln0tqBwSApC2Bz0paKzOzBtaSer9cBPwN6CnpLmAP4LulrJSZWUNTThIQxfR+GS3pZWA3srTLWRHxQclrZmbWgHLSUK89qEvaO71cmP72kUREPFO6apmZNaymfgG0WMWkXwpvCdAW2AV4CdivJDUyM2sEOYnpRaVfDiscl9QTuKZUFTIzawzlOcm/rM6td6cD29Z3RczMGlOLSb9I+j2pOyNZv/a+wMslrJOZWYPLSUwvqqU+vuD1UmBERDxXovqYmTWKFnPvl4i4vWC4ywHdzPJIdRhqXZc0XNJsSa8VlF0saYakV9JwSMG0n0qaKul1SQcVlPdPZVMlDSlmP6ptqUt6lS/SLitNAiIiti9mA2ZmzUE959RvA64H7qhU/ruIuKrSdvsAA4HtyG6Y+A9JvdPkG4Cvk13LHCdpZERMqmnDNaVfDi26+mZmzVx99n6JiGckbVbk7IcDd0fEZ8DbkqaSdR0HmBoRbwFIujvNu3pBPSLeKbJCZmbNXl0a6pIGA4MLioZGxNAiFj1D0iCya5XnRcSHQHdgbME801MZwLuVynetbQPF3E99N0njJC2S9LmkZZIWFFF5M7Nmoy633o2IoRHRr2AoJqDfCGxJ1oNwJvDbUuxHMb1frifL99xH9nCMQUDvGpcwM2tmSv3bo4h4v+K1pJuBR9PoDKBnwaw9Uhk1lFermPupExFTgfKIWBYRtwL9i1nOzKy5KPVDMiR1LRg9EqjoGTMSGChpLUmbA72AF4FxQC9Jm0tqQ9a4HlnbdoppqS9OK3wlPat0JkUeDMzMmov6bKhLGgHsA2woaTrZLcz3kdSXrFfhNOBUgIiYKOlesgugS4EfRsSytJ4zgFFAOTA8IibWtu2aujTuHBHjgBPIgvgZwDlkpwNHr86Ompk1VfXc++XYKoqH1TD/r4BfVVH+GPBYXbZdU0t9qKT2wN1kvyKdBFxSl5WbmTUXebn3S7VplIjYkayv+lLgL5L+I2lIHfpempk1G1LxQ1NWY248Il6PiEsiog9Zr5f1gTGSfKsAM8uVMqnooSkr6ta7ksqAjYAuwDrA7FJWysysoTXxWF20GoO6pL2AY4EjgFfJ8uvnRMT8UlfswycvLfUmrBl64nW3J6w0ynMS1Wvq/fIu8A5ZIL84IvxtMrPcysuF0ppa6nv6/i9m1lLk5Gl2vqGXmRm0gKBuZtaStIT0i5lZi5H7lnqlB06vIiJ+VJIamZk1gvq8TUBjqqmlPr6GaWZmuZKXuxTWdKH09oasiJlZY8pJSr32nLqkzsAFQB+gbUV5ROxXwnqZmTWopv7z/2IVc8ZxFzAZ2JzsLo3TyG7ebmaWGy3ihl7JBhExDFgSEU9HxPcAt9LNLFfKVPzQlBXTpXFJ+jtT0jeA94BOpauSmVnDawm9XypcJml94Dzg98B6ZE9AMjPLjZzE9NqDekRUPPF6PrBvaatjZtY4VK9PKW08xfR+uZUqfoSUcutmZrnQYlrqwKMFr9sCR5Ll1c3McqPFBPWIuL9wXNII4J8lq5GZWSNoSRdKK+tF9mg7M7PcaOr9z4tVTE59ISvn1GeR/cLUzCw38vKL0mLSL+s2REXMzBpTTrIvtf+iVNKYYsrMzJqzvNwmoKb7qbcF1gY2lNQRVnTiXA/o3gB1MzNrMGUtoJ/6qcDZQDfgJb4I6guA60tbLTOzhlWekxuq13Q/9WuBayWdGRG/b8A6mZk1uLxcKC3m2LRcUoeKEUkdJf2gdFUyM2t4ecmpFxPUT4mIjypGIuJD4JSS1cjMrBGUSUUPTVkxPz4ql6SICABJ5UCb0lbLzKxhNfFYXbRigvrfgHsk/TGNn5rKzMxyIyfXSYsK6hcAg4HT0/ho4OaS1cjMrBE09bRKsWo9OEXE8oi4KSK+FRHfAiaRPSzDzCw3WlJOHUk7AscCA4C3gQdKWSkzs4bWtEN18Wr6RWlvskB+LPABcA+giPDTj8wsd5p4A7xoNaVfpgD7AYdGxJ7pB0jLGqZaZmYNS1LRQxHrGi5ptqTXCso6SRot6c30t2Mql6TrJE2VNEHSTgXLnJjmf1PSicXsR01B/ShgJvCkpJsl7U9+zlDMzFZSLhU9FOE2oH+lsiHAmIjoBYxJ4wAHkz2nohdZp5QbITsIABcBuwK7ABdVHAhqUm1Qj4iHImIgsA3wJNl9YDaSdKOkA4vZKzOz5kJ1GGoTEc8A8yoVHw7cnl7fDhxRUH5HZMYCHSR1BQ4CRkfEvPSjz9GseqBYRTG9Xz6OiD9HxGFAD+Df+CEZZpYzdUm/SBosaXzBMLiITXSJiJnp9SygS3rdHXi3YL7pqay68hrV6XF26WgxNA1mZrlRlx8fRcQaxcGICElR+5x1l5cfUZmZrZH6vFBajfdTWoX0d3YqnwH0LJivRyqrrrxGDupmZtRvTr0aI4GKHiwnAg8XlA9KvWB2A+anNM0o4MB0Z9yOwIGprEZ1Sr+YmeVVkb1aiiJpBLAP2ZPjppP1YrkcuFfSycA7ZD/mBHgMOASYCiwGTgKIiHmSfgmMS/NdGhGVL76uwkHdzIz6/fFRRBxbzaT9q5g3gB9Ws57hwPC6bNtB3cwMUE5+huOgbmZGfm4T4KBuZgaUuaVuZpYfZTnpC+igbmaGc+pmZrlSlo+Y7qBuZgZuqZuZ5Yp7v1i9mDVzJhf+9CfMmzsXJL51zACOP+FE5n/0ET85/xzemzGDbt27c+Vvr2G99dcHYNyLL3Dl5b9mydKldOzYkeG339nIe2Gl8PSj9zF29CMEwVcPOIyvHTaAkbffwMTxz1PeqhUbdunOsWf+lHbrrMs7b07i3huvzBaM4KBvf4/td9u7cXegmclLS13Zj5mank+X0jQrVs/mzJnNB3PmsG2f7fj440UMPOZorrnuBkY+9ADrrd+Bk08ZzLCbh7JgwXzOOe/HLFiwgBOPH8gf/ngLXbt1Y+7cuWywwQaNvRsN5onXZ9c+Uw7MfOct7rj6Ys65YijlrVrxx1+ezzGnns/c99+j15d3ory8FY/ccSMAhw06nc8/+5TyVq0oL2/F/HkfcNW5J3HxsAcpL28Z7bZDtttojSPys298WHTM2at3xyZ7BMhJJ57mq3Pnjdi2z3YArLNOe7bYYgtmz36fJ58cwzePOAKAbx5xBE8+8Q8AHv/rI+x/wNfp2q0bQIsK6C3J+zPeYdPefWizVlvKy1uxVZ++TBj7NNv03WVFoN6093Z8NHcOwIr5AJYu+Tw/uYQGJBU/NGUt4zDeTMyYMZ0pkyfz5e13YN7cuXTuvBEAG27YOUvPAO9Mm8bSpUs5+bsn8PHHH3P8dwZx2OFHNGKtrRS6brI5j901lI8Xzqd1m7WY9PJYem659UrzvPDEX9lxj/1WjL/zxkRG3HA5H855n+N/9PMW00qvL008Vhetwf/XJZ0UEbc29HabusUff8x5Z/+IHw/5Ge3bt19pmgqaB0uXLWPSpIkMHXYbn332KYOOG8iXd9iBzTbbvDGqbSXSpcdm7Hfk8dx0ybm0aduO7ptvRVlZ+Yrpo/9yB+Vl5Xxl7y+eLLlp7+0Ycu2feH/6NP583a/Zdqddad1mrcaofrNU1tSb4EVqjPTLJdVNKHxE1LCbW87DlZYsWcK5Z/+IQ75xGAd8PfuSdtpgA+bMyfLHc+bMplOnTgB06bIxu++xJ2uvvTYdO3Zip379eOP1KY1Wdyud3Q44lPOuGsaZl13P2uusS+du2fMSXnziMSaOf57vnPOLKh/Y0KXHZrRp246Z/3u7oavcrDXA/dQbREmCuqQJ1Qyv8sVz+VYREUMjol9E9Dv5lGIe+df8RQQX/+JCtthiCwZ996QV5fvsux8jH3oIgJEPPcS++2Z37Nx3v/3598svsXTpUj755BNenTCBzbfYsjGqbiW28KMPAfhwzvtMeOEZvrL3AUx++QWeeOjPfP+nv6HNWm1XzDv3/fdYtmwpAPNmz2L2jHfotNHGjVLvZisnUb1U6ZcuZE/C/rBSuYDnS7TNZunfL7/EoyMfplfv3gw46nAAzjz7XL73/cH8+NyzeeiBv9C1Wzeu/O01AGyx5ZbssedeHHPkN1FZGUcd/S169erdiHtgpXLrlT9n8cL5lJe34uhTzqHdOuvywC2/Y+mSJdx4yblAlnIZcNr5vDV5AmMevIvy8lZI4luDz6X9eh0adweambykX0rSpVHSMODWiPhnFdP+HBHH1baOltKl0eqmpXRptLqpjy6N496aX3TM2XmL9ZvsEaAkLfWIOLmGabUGdDOzBtdkw3TduM+TmRn5+UWpg7qZGU3/R0XFclA3M8NB3cwsV5x+MTPLEbfUzcxyJCcx3UHdzAzITVR3UDczwzl1M7Nc8YOnzczyxEHdzCw/nH4xM8sRd2k0M8uRnMR0B3UzMyA3Ud1B3cyM/Dwkw0HdzIzcNNQd1M3MgNxEdQd1MzPcpdHMLFdyklKnrLErYGbWFEjFD7WvS9MkvSrpFUnjU1knSaMlvZn+dkzlknSdpKmSJkjaaU32w0HdzIws/VLsvyLtGxF9I6JfGh8CjImIXsCYNA5wMNArDYOBG9dkPxzUzcyo35Z6NQ4Hbk+vbweOKCi/IzJjgQ6Suq7uRhzUzczIOr8UPUiDJY0vGAZXWl0Af5f0UsG0LhExM72eBXRJr7sD7xYsOz2VrRZfKDUzgzp1aYyIocDQGmbZMyJmSNoIGC1pSqXlQ1KsVj1r4Za6mRn1m1OPiBnp72zgQWAX4P2KtEr6OzvNPgPoWbB4j1S2WhzUzczIHpJR7FATSetIWrfiNXAg8BowEjgxzXYi8HB6PRIYlHrB7AbML0jT1JnTL2Zm1Gs/9S7Ag8pW2Ar4c0T8TdI44F5JJwPvAAPS/I8BhwBTgcXASWuycQd1MzOgvu4TEBFvATtUUT4X2L+K8gB+WC8bx0HdzAzIzy9KHdTNzMjN/bwc1M3MwC11M7NcUU6iuoO6mRlOv5iZ5UpOGuoO6mZm4IdkmJnlSz5iuoO6mRnU/vP/5sJB3cwMp1/MzHIlLxdKfZdGM7MccUvdzIz8tNQd1M3McE7dzCxX3PvFzCxPHNTNzPLD6RczsxzxhVIzsxzJSUx3UDczA3IT1R3UzcyAspzkX5Q9yNqaMkmDI2JoY9fDmhZ/Lqwqvk1A8zC4sStgTZI/F7YKB3UzsxxxUDczyxEH9ebBeVOrij8XtgpfKDUzyxG31M3McsRB3cwsRxzUmzhJ/SW9LmmqpCGNXR9rfJKGS5ot6bXGros1PQ7qTZikcuAG4GCgD3CspD6NWytrAm4D+jd2JaxpclBv2nYBpkbEWxHxOXA3cHgj18kaWUQ8A8xr7HpY0+Sg3rR1B94tGJ+eyszMquSgbmaWIw7qTdsMoGfBeI9UZmZWJQf1pm0c0EvS5pLaAAOBkY1cJzNrwhzUm7CIWAqcAYwCJgP3RsTExq2VNTZJI4B/AVtLmi7p5MaukzUdvk2AmVmOuKVuZpYjDupmZjnioG5mliMO6mZmOeKgbmaWIw7qZmY54qBuZpYjDupmZjnioG5mliMO6mZmOeKgbmaWIw7qZmY54qBuZpYjDupmZjnioG5mliMO6mZmOeKgbiuRtEzSK5Jek3SfpLXXYF23SfpWen2LpD41zLuPpN1XYxvTJG1YqexWSadWKjtC0uPF1NWsOXNQt8o+iYi+EfEl4HPgtMKJklqtzkoj4vsRMamGWfYB6hzUqzGC7HmuhQamcrNcc1C3mjwLbJVa0c9KGglMklQu6UpJ4yRNqGgVK3O9pNcl/QPYqGJFkp6S1C+97i/pZUn/kTRG0mZkB49z0lnCXpI6S7o/bWOcpD3SshtI+rukiZJuAVRFvccA20jqmpZZBzgAeEjSL9L6XpM0VNIqyxe2/iX1k/RUxXokDZf0oqR/Szo8lW+Xyl5J70ev+njzzVaHg7pVKbXIDwZeTUU7AWdFRG/gZGB+ROwM7AycImlz4Ehga6APMIgqWt6SOgM3A0dHxA7AMRExDbgJ+F06S3gWuDaN7wwcDdySVnER8M+I2A54ENik8jYiYhlwPzAgFR0GPBURC4DrI2LndCbSDji0Dm/LhcATEbELsC9wZTpgnAZcGxF9gX7A9Dqs06xerdaptOVaO0mvpNfPAsPIgvOLEfF2Kj8Q2L4gB70+0AvYGxiRgup7kp6oYv27Ac9UrCsi5lVTjwOAPgUN6fUktU/bOCot+1dJH1az/AjgKrKDw0DgT6l8X0k/AdYGOgETgUeqWUdlBwLflHR+Gm9LdlD5F3ChpB7AAxHxZpHrM6t3DupW2SepxblCCqwfFxYBZ0bEqErzHVKP9SgDdouIT6uoSzGeB7pK2oHsoDRQUlvgD0C/iHhX0sVkgbmypXxxFls4XWRnGK9Xmn+ypBeAbwCPSTo1Iqo6oJmVnNMvtjpGAadLag0gqXdKQzwDfDvl3LuSpSgqGwvsndI1SOqUyhcC6xbM93fgzIoRSX3Ty2eA41LZwUDHqioYEQHcA9wOPJ4ODhUB+oPU6q+ut8s04Cvp9dGV9vvMijy8pB3T3y2AtyLiOuBhYPtq1mtWcg7qtjpuASYBL0t6Dfgj2Vnfg8CbadodZGmJlUTEHGAw8ICk/5AFXshSIEdWXCgFfgT0SxceJ/FFL5xLyA4KE8nSMP+roZ4jgB3SXyLiI7J8/mtkAXpcNctdAlwraTywrKD8l0BrYELa/i9T+QDgtZS2+lLad7NGoaxBY2ZmeeCWuplZjjiom5nliIO6mVmOOKibmeWIg7qZWY44qJuZ5YiDuplZjjiom5nlyP8DmnTwpFdRylgAAAAASUVORK5CYII=\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mps_1_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_1_layers_standard.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_1_layers_standard.ipynb new file mode 100644 index 0000000..0dfab8d --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_1_layers_standard.ipynb @@ -0,0 +1,673 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#!pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "scale = StandardScaler()\n", + "scale.fit(X_train)\n", + "X_train = scale.transform(X_train)\n", + "X_test = scale.transform(X_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "bBCtdV6aDpUd" + }, + "source": [ + "**Best Parameters**" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "kVH0snqvEK_L" + }, + "outputs": [], + "source": [ + "def layer_1(W):\n", + "\n", + " qml.RY(W[0], wires=0)\n", + " qml.RY(W[1], wires=1)\n", + " qml.RY(W[2], wires=2)\n", + " qml.RY(W[3], wires=3)\n", + "\n", + "\n", + " qml.Hadamard(wires=0)\n", + " qml.Hadamard(wires=1)\n", + " qml.Hadamard(wires=2)\n", + " qml.Hadamard(wires=3)\n", + "\n", + " qml.RZ(W[4], wires=0)\n", + " qml.RZ(W[5], wires=1)\n", + " qml.RZ(W[6], wires=2)\n", + " qml.RZ(W[7], wires=3)\n", + "\n", + "\n", + " qml.CNOT(wires=[1,0])\n", + " qml.RY(W[8], wires=1)\n", + " qml.CNOT(wires=[2,0])\n", + " qml.RY(W[9], wires=2)\n", + " qml.CNOT(wires=[3,0])\n", + " qml.RY(W[10], wires=3)\n", + "\n", + " qml.CNOT(wires=[2,1])\n", + " qml.RY(W[11], wires=2)\n", + " qml.CNOT(wires=[3,1])\n", + " qml.RY(W[12], wires=3)\n", + "\n", + "# qml.Hadamard(wires=0)\n", + "# qml.Hadamard(wires=1)\n", + "# qml.Hadamard(wires=2)\n", + "# qml.Hadamard(wires=3)\n", + "\n", + " #qml.CNOT(wires=[1,0])\n", + " #qml.CNOT(wires=[2,0])\n", + " #qml.CNOT(wires=[3,0])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MPS.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " #statepreparation(x)\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + " #for i in range(4):\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RY(x[i], wires=i)\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RX(x[i+4], wires=i)\n", + " #qml.RX(x[i+8], wires=i)\n", + " \n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " #qml.CNOT(wires=[4,0])\n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " for w in weights:\n", + " #layer_1(w[:13])\n", + " #layer_2(w[12:21])\n", + " #layer_2(w[16:24])\n", + " #layer_3(w[21:])\n", + " qml.MPS(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,3, 2, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)─────────────────────────────┤ \n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(6.15)────────────────┤ \n", + "2: ─├QubitStateVector(M0)───────────────╰X──RY(14.08)─╭●──RY(11.73)─┤ \n", + "3: ─╰QubitStateVector(M0)─────────────────────────────╰X──RY(-6.14)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3,4,5,6,7])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 1.0177250 | Acc train: 0.5222222 | Acc validation: 0.4900000 \n", + "[[[11.08386778 1.65835334]\n", + " [ 6.14959212 15.82998796]\n", + " [11.73421292 -2.95006017]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-0.06068524, 0.15253362, -0.05088817, -0.08791603, -0.09414174,\n", + " -0.09374645, -0.06247694, -0.06234874, -0.06613489, -0.07573516,\n", + " -0.04638137, -0.05568809, 0.61580063, 0.68356737, -0.06412831,\n", + " 0.26709724])" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.531742\n", + "Precision: 0.180793\n", + "Recall: 0.440213\n", + "F1 score: 0.256318\n", + "Cohens kappa: -0.004819\n", + "ROC AUC: 0.496249\n", + "[[2778 2252]\n", + " [ 632 497]]\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mps_1_layers_std.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_2_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_2_layers.ipynb new file mode 100644 index 0000000..70e3bcb --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_2_layers.ipynb @@ -0,0 +1,669 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#!pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "bBCtdV6aDpUd" + }, + "source": [ + "**Best Parameters**" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "kVH0snqvEK_L" + }, + "outputs": [], + "source": [ + "def layer_1(W):\n", + "\n", + " qml.RY(W[0], wires=0)\n", + " qml.RY(W[1], wires=1)\n", + " qml.RY(W[2], wires=2)\n", + " qml.RY(W[3], wires=3)\n", + "\n", + "\n", + " qml.Hadamard(wires=0)\n", + " qml.Hadamard(wires=1)\n", + " qml.Hadamard(wires=2)\n", + " qml.Hadamard(wires=3)\n", + "\n", + " qml.RZ(W[4], wires=0)\n", + " qml.RZ(W[5], wires=1)\n", + " qml.RZ(W[6], wires=2)\n", + " qml.RZ(W[7], wires=3)\n", + "\n", + "\n", + " qml.CNOT(wires=[1,0])\n", + " qml.RY(W[8], wires=1)\n", + " qml.CNOT(wires=[2,0])\n", + " qml.RY(W[9], wires=2)\n", + " qml.CNOT(wires=[3,0])\n", + " qml.RY(W[10], wires=3)\n", + "\n", + " qml.CNOT(wires=[2,1])\n", + " qml.RY(W[11], wires=2)\n", + " qml.CNOT(wires=[3,1])\n", + " qml.RY(W[12], wires=3)\n", + "\n", + "# qml.Hadamard(wires=0)\n", + "# qml.Hadamard(wires=1)\n", + "# qml.Hadamard(wires=2)\n", + "# qml.Hadamard(wires=3)\n", + "\n", + " #qml.CNOT(wires=[1,0])\n", + " #qml.CNOT(wires=[2,0])\n", + " #qml.CNOT(wires=[3,0])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MPS.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " #statepreparation(x)\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + " #for i in range(4):\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RY(x[i], wires=i)\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RX(x[i+4], wires=i)\n", + " #qml.RX(x[i+8], wires=i)\n", + " \n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " #qml.CNOT(wires=[4,0])\n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " for w in weights:\n", + " #layer_1(w[:13])\n", + " #layer_2(w[12:21])\n", + " #layer_2(w[16:24])\n", + " #layer_3(w[21:])\n", + " qml.MPS(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]]\n", + "\n", + " [[ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]\n", + " [ 0.90505245 9.13746993]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 2\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,3, 2, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)───────────────╭●──RY(5.97)─────────────────────────────┤ \n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(6.15)──╰X──RY(-0.95)─╭●──RY(-0.65)──────────────┤ \n", + "2: ─├QubitStateVector(M0)───────────────╰X──RY(14.08)─╭●──RY(11.73)─╰X──RY(2.58)──╭●──RY(0.91)─┤ \n", + "3: ─╰QubitStateVector(M0)─────────────────────────────╰X──RY(-6.14)───────────────╰X──RY(9.14)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3,4,5,6,7])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n", + "[ 5.96958159 -0.95100539]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.7647128 | Acc train: 0.7200000 | Acc validation: 0.7700000 \n", + "[[[10.65413672 5.34958586]\n", + " [ 7.66710722 10.97702246]\n", + " [15.12199596 -9.76401816]]\n", + "\n", + " [[ 5.96958159 -0.23247691]\n", + " [-0.64854317 4.91725865]\n", + " [ 0.90505245 7.18251191]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.653028\n", + "Precision: 0.328804\n", + "Recall: 0.857396\n", + "F1 score: 0.475325\n", + "Cohens kappa: 0.286162\n", + "ROC AUC: 0.732276\n", + "[[3054 1976]\n", + " [ 161 968]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mps_2_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_4_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_4_layers.ipynb new file mode 100644 index 0000000..00b58ac --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/MPS/quantum_model_MPS_4_layers.ipynb @@ -0,0 +1,692 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#!pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "bBCtdV6aDpUd" + }, + "source": [ + "**Best Parameters**" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "kVH0snqvEK_L" + }, + "outputs": [], + "source": [ + "def layer_1(W):\n", + "\n", + " qml.RY(W[0], wires=0)\n", + " qml.RY(W[1], wires=1)\n", + " qml.RY(W[2], wires=2)\n", + " qml.RY(W[3], wires=3)\n", + "\n", + "\n", + " qml.Hadamard(wires=0)\n", + " qml.Hadamard(wires=1)\n", + " qml.Hadamard(wires=2)\n", + " qml.Hadamard(wires=3)\n", + "\n", + " qml.RZ(W[4], wires=0)\n", + " qml.RZ(W[5], wires=1)\n", + " qml.RZ(W[6], wires=2)\n", + " qml.RZ(W[7], wires=3)\n", + "\n", + "\n", + " qml.CNOT(wires=[1,0])\n", + " qml.RY(W[8], wires=1)\n", + " qml.CNOT(wires=[2,0])\n", + " qml.RY(W[9], wires=2)\n", + " qml.CNOT(wires=[3,0])\n", + " qml.RY(W[10], wires=3)\n", + "\n", + " qml.CNOT(wires=[2,1])\n", + " qml.RY(W[11], wires=2)\n", + " qml.CNOT(wires=[3,1])\n", + " qml.RY(W[12], wires=3)\n", + "\n", + "# qml.Hadamard(wires=0)\n", + "# qml.Hadamard(wires=1)\n", + "# qml.Hadamard(wires=2)\n", + "# qml.Hadamard(wires=3)\n", + "\n", + " #qml.CNOT(wires=[1,0])\n", + " #qml.CNOT(wires=[2,0])\n", + " #qml.CNOT(wires=[3,0])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MPS.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " #statepreparation(x)\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + " #for i in range(4):\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RY(x[i], wires=i)\n", + " #qml.Hadamard(wires=i)\n", + " #qml.RX(x[i+4], wires=i)\n", + " #qml.RX(x[i+8], wires=i)\n", + " \n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " #qml.CNOT(wires=[4,0])\n", + " #qml.CNOT(wires=[0,1])\n", + " #qml.CNOT(wires=[1,2])\n", + " #qml.CNOT(wires=[2,3])\n", + " #qml.CNOT(wires=[3,0])\n", + " for w in weights:\n", + " #layer_1(w[:13])\n", + " #layer_2(w[12:21])\n", + " #layer_2(w[16:24])\n", + " #layer_3(w[21:])\n", + " qml.MPS(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[ 11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [ 11.73421292 -6.14041802]]\n", + "\n", + " [[ 5.96958159 -0.95100539]\n", + " [ -0.64854317 2.57986647]\n", + " [ 0.90505245 9.13746993]]\n", + "\n", + " [[ 4.78174105 0.76450668]\n", + " [ 2.78887494 2.09653763]\n", + " [ 9.38757568 -1.28904739]]\n", + "\n", + " [[ 1.96706238 -5.3664418 ]\n", + " [-16.0409081 4.10680676]\n", + " [ 5.43141282 -4.66316035]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 4\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,3, 2, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)───────────────╭●──RY(5.97)────────────────╭●──RY(4.78)───\n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(6.15)──╰X──RY(-0.95)─╭●──RY(-0.65)─╰X──RY(0.76)─╭●\n", + "2: ─├QubitStateVector(M0)───────────────╰X──RY(14.08)─╭●──RY(11.73)─╰X──RY(2.58)──╭●──RY(0.91)─╰X\n", + "3: ─╰QubitStateVector(M0)─────────────────────────────╰X──RY(-6.14)───────────────╰X──RY(9.14)───\n", + "\n", + "────────────╭●──RY(1.97)───────────────────────────────┤ \n", + "───RY(2.79)─╰X──RY(-5.37)─╭●──RY(-16.04)───────────────┤ \n", + "───RY(2.10)─╭●──RY(9.39)──╰X──RY(4.11)───╭●──RY(5.43)──┤ \n", + "────────────╰X──RY(-1.29)────────────────╰X──RY(-4.66)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3,4,5,6,7])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n", + "[ 5.96958159 -0.95100539]\n", + "[4.78174105 0.76450668]\n", + "[ 1.96706238 -5.3664418 ]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.6289603 | Acc train: 0.7744444 | Acc validation: 0.7850000 \n", + "[[[ 11.44287858 -0.27646298]\n", + " [ 4.97479646 15.01873984]\n", + " [ 11.87265379 -5.4242082 ]]\n", + "\n", + " [[ 4.06308193 -0.11403013]\n", + " [ 0.17551624 1.26552672]\n", + " [ 1.54258177 10.01166321]]\n", + "\n", + " [[ 5.46269602 -0.53259847]\n", + " [ 1.26470646 -3.47505478]\n", + " [ 7.57412629 -2.33864524]]\n", + "\n", + " [[ 1.96706238 -7.94980902]\n", + " [-16.0409081 1.67038826]\n", + " [ 5.43141282 -6.14178702]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.712616\n", + "Precision: 0.379918\n", + "Recall: 0.898140\n", + "F1 score: 0.533965\n", + "Cohens kappa: 0.372228\n", + "ROC AUC: 0.784557\n", + "[[3375 1655]\n", + " [ 115 1014]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mps_4_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_1_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_1_layers.ipynb new file mode 100644 index 0000000..4ae3fb6 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_1_layers.ipynb @@ -0,0 +1,571 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "import tensorflow as tf\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.TTN.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.TTN(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)───────────────┤ \n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(11.73)─┤ \n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────┤ \n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰X──RY(-6.14)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.6741609 | Acc train: 0.7738889 | Acc validation: 0.7750000 \n", + "[[[11.08386778 0.08105534]\n", + " [ 6.14959212 14.14891458]\n", + " [11.73421292 -5.93977812]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.702224\n", + "Precision: 0.371772\n", + "Recall: 0.905226\n", + "F1 score: 0.527076\n", + "Cohens kappa: 0.361013\n", + "ROC AUC: 0.780943\n", + "[[3303 1727]\n", + " [ 107 1022]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "#precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'ttn_1_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_1_layers_standard.ipynb b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_1_layers_standard.ipynb new file mode 100644 index 0000000..60761ca --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_1_layers_standard.ipynb @@ -0,0 +1,584 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "import tensorflow as tf\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "scale = StandardScaler()\n", + "scale.fit(X_train)\n", + "X_train = scale.transform(X_train)\n", + "X_test = scale.transform(X_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.TTN.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.TTN(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)───────────────┤ \n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(11.73)─┤ \n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────┤ \n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰X──RY(-6.14)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 1.0200713 | Acc train: 0.5405556 | Acc validation: 0.5600000 \n", + "[[[11.08386778 4.15590588]\n", + " [ 6.14959212 13.21415587]\n", + " [11.73421292 -6.63103036]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-0.06068524, 0.15253362, -0.05088817, -0.08791603, -0.09414174,\n", + " -0.09374645, -0.06247694, -0.06234874, -0.06613489, -0.07573516,\n", + " -0.04638137, -0.05568809, 0.61580063, 0.68356737, -0.06412831,\n", + " 0.26709724])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.458678\n", + "Precision: 0.184188\n", + "Recall: 0.569531\n", + "F1 score: 0.278355\n", + "Cohens kappa: 0.001837\n", + "ROC AUC: 0.501664\n", + "[[2182 2848]\n", + " [ 486 643]]\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "#precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'ttn_1_layers_standard.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_2_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_2_layers.ipynb new file mode 100644 index 0000000..a444a84 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_2_layers.ipynb @@ -0,0 +1,579 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "import tensorflow as tf\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "import pandas as pd\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.TTN.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.TTN(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]]\n", + "\n", + " [[ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]\n", + " [ 0.90505245 9.13746993]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 2\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)───────────────╭●──RY(5.97)───────────────┤ \n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(11.73)─╰X──RY(-0.95)─╭●──RY(0.91)─┤ \n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╭●──RY(-0.65)─│────────────┤ \n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰X──RY(-6.14)─╰X──RY(2.58)──╰X──RY(9.14)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n", + "[ 5.96958159 -0.95100539]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.6073937 | Acc train: 0.7811111 | Acc validation: 0.7750000 \n", + "[[[11.79715669 4.73471674]\n", + " [ 6.5228308 13.68844733]\n", + " [10.01357438 -5.03340792]]\n", + "\n", + " [[ 5.96958159 -2.51115119]\n", + " [-0.64854317 3.070884 ]\n", + " [ 0.90505245 9.59090648]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.49880468, 0.57006249, 0. , 0. , 0. ,\n", + " 0. , 0. , 0.14251562, 0.28503125, 0.42754687,\n", + " 0.35628906, 0. , 0.06983266, 0.07054523, 0. ,\n", + " 0.07125781])" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " x[0]+=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.721221\n", + "Precision: 0.386486\n", + "Recall: 0.886625\n", + "F1 score: 0.538317\n", + "Cohens kappa: 0.380023\n", + "ROC AUC: 0.785360\n", + "[[3441 1589]\n", + " [ 128 1001]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'ttn_2_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_4_layers.ipynb b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_4_layers.ipynb new file mode 100644 index 0000000..ca4eb82 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum models/TTN/quantum_model_TTN_4_layers.ipynb @@ -0,0 +1,602 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# pip install pennylane" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "import tensorflow as tf\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "import pandas as pd\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n", + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "dev = qml.device(\"default.qubit\", wires=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])\n", + "\n", + "n_wires = 4\n", + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.TTN.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.TTN(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(3))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[ 11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [ 11.73421292 -6.14041802]]\n", + "\n", + " [[ 5.96958159 -0.95100539]\n", + " [ -0.64854317 2.57986647]\n", + " [ 0.90505245 9.13746993]]\n", + "\n", + " [[ 4.78174105 0.76450668]\n", + " [ 2.78887494 2.09653763]\n", + " [ 9.38757568 -1.28904739]]\n", + "\n", + " [[ 1.96706238 -5.3664418 ]\n", + " [-16.0409081 4.10680676]\n", + " [ 5.43141282 -4.66316035]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 4\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭●──RY(11.08)───────────────╭●──RY(5.97)───────────────╭●──RY(4.78)───\n", + "1: ─├QubitStateVector(M0)─╰X──RY(2.51)──╭●──RY(11.73)─╰X──RY(-0.95)─╭●──RY(0.91)─╰X──RY(0.76)─╭●\n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╭●──RY(-0.65)─│────────────╭●──RY(2.79)─│─\n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰X──RY(-6.14)─╰X──RY(2.58)──╰X──RY(9.14)─╰X──RY(2.10)─╰X\n", + "\n", + "─────────────╭●──RY(1.97)─────────────────┤ \n", + "───RY(9.39)──╰X──RY(-5.37)──╭●──RY(5.43)──┤ \n", + "─────────────╭●──RY(-16.04)─│─────────────┤ \n", + "───RY(-1.29)─╰X──RY(4.11)───╰X──RY(-4.66)─┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n", + "[ 5.96958159 -0.95100539]\n", + "[4.78174105 0.76450668]\n", + "[ 1.96706238 -5.3664418 ]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.7980244 | Acc train: 0.7005556 | Acc validation: 0.7150000 \n", + "[[[ 10.9338931 0.96973787]\n", + " [ 7.00529593 13.52087678]\n", + " [ 13.05044309 -8.54431491]]\n", + "\n", + " [[ 7.45929674 -0.99201068]\n", + " [ -1.65532641 0.93705669]\n", + " [ 3.43322507 10.02709361]]\n", + "\n", + " [[ 6.545774 2.07480706]\n", + " [ 3.70229053 1.67455349]\n", + " [ 10.45595084 0.06595661]]\n", + "\n", + " [[ 1.96706238 -3.94335749]\n", + " [-16.0409081 5.3280814 ]\n", + " [ 5.43141282 -9.07864526]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.49880468, 0.57006249, 0. , 0. , 0. ,\n", + " 0. , 0. , 0.14251562, 0.28503125, 0.42754687,\n", + " 0.35628906, 0. , 0.06983266, 0.07054523, 0. ,\n", + " 0.07125781])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " x[0]+=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.577042\n", + "Precision: 0.297364\n", + "Recall: 0.959256\n", + "F1 score: 0.453993\n", + "Cohens kappa: 0.241802\n", + "ROC AUC: 0.725254\n", + "[[2471 2559]\n", + " [ 46 1083]]\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + 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"cell_type": "markdown", + "metadata": {}, + "source": [ + "# Quantum model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the classical fair model, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pennyane" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Callign the dependencies fro mpennylane the optimizers, and methods to generate a quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Init the device that called the backend default.qubit and using 4 qubits" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "n_wires = 4\n", + "dev = qml.device(\"default.qubit\", wires=n_wires)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the structure of the entenglament for MERA" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the parameters for MERA quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MERA.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Called the quantum circuit for all the data train using amplitude embedding, where the data is encoded into the amplitudes of a quantum state. A normalized classical $N$ -dimensional datapoint $x$ is represented by the amplitudes of a $n$-qubit quantum state $\\left|\\psi_{x}\\right\\rangle$ as\n", + "$$\n", + "\\left|\\psi_{x}\\right\\rangle=\\sum_{i=1}^{N} x_{i}|i\\rangle\n", + "$$\n", + "where $N=2^{n}, x_{i}$ is the $i$-th element of $x$, and $|i\\rangle$ is the $i$-th computational basis state. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.MERA(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]\n", + " [ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭X──RY(2.51)────────────────╭●──RY(5.97)──╭●──RY(-0.65)─┤ \n", + "1: ─├QubitStateVector(M0)─╰●──RY(11.08)─╭X──RY(-6.14)─│─────────────╰X──RY(2.58)──┤ \n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╰X──RY(-0.95)───────────────┤ \n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰●──RY(11.73)─────────────────────────────┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iter: 50 | Cost: 0.6213926 | Acc train: 0.8122222 | Acc validation: 0.8300000 \n", + "[[[11.37998162 4.3055446 ]\n", + " [ 4.52880898 15.13469819]\n", + " [11.73421292 -6.84553768]\n", + " [ 8.31808883 -0.95100539]\n", + " [-0.64854317 3.70480243]]]\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([-1, -1, -1, ..., 1, 1, 1], requires_grad=True)" + ] + }, + "execution_count": 89, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_test" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.796720\n", + "Precision: 0.469509\n", + "Recall: 0.838795\n", + "F1 score: 0.602034\n", + "Cohens kappa: 0.479749\n", + "ROC AUC: 0.813036\n", + "[[3960 1070]\n", + " [ 182 947]]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mera_1_layers.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Quantum-Supply-Chain-Manager/quantum_model_MERA_1_layers_noise.ipynb b/Quantum-Supply-Chain-Manager/quantum_model_MERA_1_layers_noise.ipynb new file mode 100644 index 0000000..3d6c9f4 --- /dev/null +++ b/Quantum-Supply-Chain-Manager/quantum_model_MERA_1_layers_noise.ipynb @@ -0,0 +1,664 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Quantum model\n", + "\n", + "The fair model is designed from the data set that was made in the data analysis section and his can compare with the classical fair model, for this will be with the use of neural networks to predict when there is a backorder and thus pass the data to the company responsible for the distribution and storage." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fKJm0SmcDpUD", + "outputId": "93105aae-e162-4f7b-eb9e-100cce222d6d" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "In case you don't have installed tensorflow uncomment the following cell" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#pip install pennyane" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Callign the dependencies fro mpennylane the optimizers, and methods to generate a quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cK5Ry9dADtir", + "outputId": "b438ff3d-7cc8-45f8-e3db-1d436e81c1c6" + }, + "outputs": [], + "source": [ + "#improt pennylane dependnecies\n", + "import pennylane as qml\n", + "from pennylane import numpy as np\n", + "from pennylane.optimize import NesterovMomentumOptimizer\n", + "\n", + "\n", + "# load the csv files\n", + "import pandas as pd\n", + "\n", + "# plot the historical acc and cost\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "\n", + "\n", + "from IPython.display import clear_output\n", + "clear_output(wait=False)\n", + "\n", + "import os\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the train and test sets from the Data analysis module" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "ZTdT7iH2DpUG" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(((2000, 16), (2000,)), ((6159, 16), (6159,)))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_train = pd.read_csv(\"dataset/fair_train.csv\")\n", + "X_train,y_train = data_train[data_train.columns[:16]].values, data_train[data_train.columns[16]].values\n", + "\n", + "data_test = pd.read_csv(\"dataset/classic_test.csv\")\n", + "X_test,y_test = data_test[data_test.columns[:16]].values, data_test[data_test.columns[16]].values\n", + "\n", + "(X_train.shape, y_train.shape),(X_test.shape, y_test.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Init the device that called the backend default.qubit and using 4 qubits" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "s804AwFCEFV8" + }, + "outputs": [], + "source": [ + "n_wires = 4\n", + "dev = qml.device(\"default.mixed\", wires=n_wires)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the structure of the entenglament for MERA" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def block(weights, wires):\n", + " qml.CNOT(wires=[wires[0],wires[1]])\n", + " qml.RY(weights[0], wires=wires[0])\n", + " qml.RY(weights[1], wires=wires[1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define the parameters for MERA quantum circuit" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_block_wires = 2\n", + "n_params_block = 2\n", + "n_blocks = qml.MERA.get_n_blocks(range(n_wires),n_block_wires)\n", + "n_blocks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Called the quantum circuit for all the data train using amplitude embedding, where the data is encoded into the amplitudes of a quantum state. A normalized classical $N$ -dimensional datapoint $x$ is represented by the amplitudes of a $n$-qubit quantum state $\\left|\\psi_{x}\\right\\rangle$ as\n", + "$$\n", + "\\left|\\psi_{x}\\right\\rangle=\\sum_{i=1}^{N} x_{i}|i\\rangle\n", + "$$\n", + "where $N=2^{n}, x_{i}$ is the $i$-th element of $x$, and $|i\\rangle$ is the $i$-th computational basis state. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "P2gS_r0dEN5s" + }, + "outputs": [], + "source": [ + "@qml.qnode(dev)\n", + "@qml.transforms.insert(qml.AmplitudeDamping, 0.2, position=\"end\")\n", + "def circuit(weights, x):\n", + "\n", + " qml.AmplitudeEmbedding(x, wires=[0,1,2,3],normalize=True,pad_with=True)\n", + "\n", + " for w in weights:\n", + "\n", + " qml.MERA(range(n_wires),n_block_wires,block, n_params_block, w)\n", + " #print(w)\n", + " #print(x)\n", + " \n", + " return qml.expval(qml.PauliZ(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "xLSeVH8CEPUi" + }, + "outputs": [], + "source": [ + "def variational_classifier(weights, bias, x):\n", + " return circuit(weights, x) + bias\n", + "\n", + "def square_loss(labels, predictions):\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " loss = loss + (l - p) ** 2\n", + "\n", + " loss = loss / len(labels)\n", + " return loss\n", + "def accuracy(labels, predictions):\n", + "\n", + " loss = 0\n", + " for l, p in zip(labels, predictions):\n", + " if abs(l - p) < 1e-5:\n", + " loss = loss + 1\n", + " loss = loss / len(labels)\n", + "\n", + " return loss\n", + "\n", + "def cost(weights, bias, X, Y):\n", + " #print(1)\n", + " predictions = [variational_classifier(weights, bias, x) for x in X]\n", + " return square_loss(Y, predictions)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yFN174tZEU22", + "outputId": "7de4359e-7953-487e-8f08-30a7623d639e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[[11.08386778 2.51426189]\n", + " [ 6.14959212 14.07994722]\n", + " [11.73421292 -6.14041802]\n", + " [ 5.96958159 -0.95100539]\n", + " [-0.64854317 2.57986647]]] 0.0\n" + ] + } + ], + "source": [ + "np.random.seed(0)\n", + "num_layers = 1\n", + "weights_init = 2*np.pi * np.random.randn(num_layers,n_blocks, n_params_block, requires_grad=True)\n", + "bias_init = np.array(0.0, requires_grad=True)\n", + "\n", + "print(weights_init, bias_init)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ─╭QubitStateVector(M0)─╭X──RY(2.51)────────────────╭●───────────────────────RY(5.97)─\n", + "1: ─├QubitStateVector(M0)─╰●──RY(11.08)─╭X──RY(-6.14)─│─────────────────────────────────\n", + "2: ─├QubitStateVector(M0)─╭●──RY(6.15)──│─────────────╰X───────────────────────RY(-0.95)\n", + "3: ─╰QubitStateVector(M0)─╰X──RY(14.08)─╰●──RY(11.73)──AmplitudeDamping(0.20)───────────\n", + "\n", + "──╭●───────────────────────RY(-0.65)──AmplitudeDamping(0.20)─┤ \n", + "──╰X───────────────────────RY(2.58)───AmplitudeDamping(0.20)─┤ \n", + "───AmplitudeDamping(0.20)────────────────────────────────────┤ \n", + "─────────────────────────────────────────────────────────────┤ \n" + ] + } + ], + "source": [ + " print(qml.draw(circuit,expansion_strategy='device',wire_order=[0,1,2,3])(weights_init,np.asarray(X_train[0])))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "g2IhcVFlEV_V", + "outputId": "3b78e6fc-f121-4095-a4b3-47e1b07ce621" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[11.08386778 2.51426189]\n" + ] + } + ], + "source": [ + "for i in weights_init:\n", + " print(i[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "1WEWkuIOEXnm" + }, + "outputs": [], + "source": [ + "y_train = np.where(y_train < 1, -1, y_train)\n", + "y_test = np.where(y_test < 1, -1, y_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "Vrs1X5UiMnWJ" + }, + "outputs": [], + "source": [ + "from sklearn.utils import shuffle\n", + "X,y = shuffle(X_train, y_train, random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s8Z8HLOXEY1n", + "outputId": "249d3445-bac4-4885-8c86-49053fd8b78a" + }, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "opt = NesterovMomentumOptimizer(0.4)\n", + "batch_size = 32\n", + "\n", + "num_data = len(y_train)\n", + "num_train = 0.9\n", + "# train the variational classifier\n", + "weights = weights_init\n", + "bias = bias_init\n", + "print()\n", + "\n", + "cost_g = []\n", + "acc_train = []\n", + "acc_test = []\n", + "plt.show()\n", + "for it in range(50):\n", + " X_train_70, X_test_30, y_train_70, y_test_30 =train_test_split(np.asarray(X), np.asarray(y), train_size=num_train, test_size=1.0-num_train, shuffle=True)\n", + " # Update the weights by one optimizer step\n", + " batch_index = np.random.randint(0, len(X_train_70), (batch_size,))\n", + " feats_train_batch = X_train_70[batch_index]\n", + " Y_train_batch = y_train_70[batch_index]\n", + " weights, bias, _, _ = opt.step(cost, weights, bias, feats_train_batch, Y_train_batch)\n", + "\n", + " # Compute predictions on train and validation set\n", + " predictions_train = [np.sign(variational_classifier(weights, bias, f)) for f in X_train_70]\n", + " predictions_val = [np.sign(variational_classifier(weights, bias, f)) for f in X_test_30]\n", + " # Compute accuracy on train and validation set\n", + " acc_tra = accuracy(y_train_70, predictions_train)\n", + " acc_val = accuracy(y_test_30, predictions_val)\n", + " cost_train = cost(weights, bias,X_train, y_train)\n", + " cost_g.append(cost_train)\n", + " \n", + " acc_train.append(acc_tra)\n", + " acc_test.append(acc_val)\n", + " \n", + " clear_output(wait=True)\n", + " plt.plot(cost_g,label='cost')\n", + " plt.plot(acc_train,label='acc_train')\n", + " plt.plot(acc_test,label='acc_test')\n", + " plt.legend(['cost','acc_train','acc_test'])\n", + " plt.show()\n", + " \n", + " \n", + " print(\n", + " \"Iter: {:5d} | Cost: {:0.7f} | Acc train: {:0.7f} | Acc validation: {:0.7f} \"\n", + " \"\".format(it + 1, cost_train, acc_tra, acc_val)\n", + " )\n", + " print(weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.4423974 , 0.5898632 , 0. , 0. , 0. ,\n", + " 0. , 0. , 0.1474658 , 0.2949316 , 0.4423974 ,\n", + " 0.3686645 , 0. , 0.07225824, 0.07299557, 0. ,\n", + " 0.0737329 ])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_test = []\n", + "for x in X_test.tolist():\n", + " if sum(x) == 0:\n", + " x[0]=1\n", + " x_test.append( x/ np.linalg.norm(x))\n", + "x_test[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "tensor([-1, -1, -1, ..., 1, 1, 1], requires_grad=True)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_test" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = [np.sign(variational_classifier(weights, bias, f)) for f in x_test]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "y_test_pred = []\n", + "for i in y_pred:\n", + " if i < 0:\n", + " y_test_pred.append(-1)\n", + " else:\n", + " y_test_pred.append(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.767495\n", + "Precision: 0.427408\n", + "Recall: 0.790080\n", + "F1 score: 0.554726\n", + "Cohens kappa: 0.415717\n", + "ROC AUC: 0.776253\n", + "[[3835 1195]\n", + " [ 237 892]]\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "from sklearn.metrics import confusion_matrix, roc_curve, auc\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "# demonstration of calculating metrics for a neural network model using sklearn\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.metrics import cohen_kappa_score\n", + "from sklearn.metrics import roc_auc_score\n", + "\n", + "accuracy = accuracy_score(y_test, y_test_pred)\n", + "print('Accuracy: %f' % accuracy)\n", + "# precision tp / (tp + fp)\n", + "precision = precision_score(y_test, y_test_pred)\n", + "print('Precision: %f' % precision)\n", + "# recall: tp / (tp + fn)\n", + "recall = recall_score(y_test, y_test_pred)\n", + "print('Recall: %f' % recall)\n", + "# f1: 2 tp / (2 tp + fp + fn)\n", + "f1 = f1_score(y_test, y_test_pred)\n", + "print('F1 score: %f' % f1)\n", + " \n", + "# kappa\n", + "kappa = cohen_kappa_score(y_test, y_test_pred)\n", + "print('Cohens kappa: %f' % kappa)\n", + "# ROC AUC\n", + "auc = roc_auc_score(y_test, y_test_pred)\n", + "print('ROC AUC: %f' % auc)\n", + "# confusion matrix\n", + "test_matrix = confusion_matrix(y_test, y_test_pred)\n", + "print(test_matrix)\n", + "ax = sns.heatmap(test_matrix, annot=True, cmap='Blues', fmt='g')\n", + "\n", + "ax.set_title('Seaborn Confusion Matrix with labels\\n\\n');\n", + "ax.set_xlabel('\\nPredicted Values')\n", + "ax.set_ylabel('Actual Values ');\n", + "\n", + "ax.xaxis.set_ticklabels(['0','1'])\n", + "ax.yaxis.set_ticklabels(['0','1'])\n", + "\n", + "## Display the visualization of the Confusion Matrix.\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_1 = [int(i) for i in y_test_pred ]\n", + "y_pred_1 = [\"{}\\n\".format(i) for i in y_pred_1]\n", + "with open(r'mera_1_layers_noise.csv', 'w') as fp:\n", + " fp.writelines(y_pred_1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "classic_BackOrders_accuracy_1_v4.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.13" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 1 +}